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598 Sentences With "controlling for"

How to use controlling for in a sentence? Find typical usage patterns (collocations)/phrases/context for "controlling for" and check conjugation/comparative form for "controlling for". Mastering all the usages of "controlling for" from sentence examples published by news publications.

The racial disparity held up after controlling for different circumstances.
Those relationships hold even after controlling for age, race and sex.
Controlling for variables is an extremely important thing in social science.
The finding held even after controlling for factors like political ideology.
"What you need to be controlling for is you," Lowry says.
They are controlling for lots of variables, like wealth, for example.
And that's true even when controlling for all sorts of other factors.
This was true even when controlling for the complexity of the case.
A bigger obstacle was controlling for the irreducible complexity of human behavior.
That was true even controlling for factors like education, income and partisanship.
Controlling for population, US firearms homicides are 700 percent higher than Sweden's.
This trend holds even when controlling for the total number of acting credits.
Interestingly, when controlling for the presence of anxiety and depression, the differences disappeared.
Those who go to university tend to be happier (not controlling for income).
More troubling, the disparity persists even when controlling for precollege academic aptitude scores.
That's after controlling for factors such as general health and socio-economic status.
Controlling for race, for example, is useful for epidemiology but dangerous for public policy.
Even after controlling for income, innovation rates across much of the South are low.
Controlling for population, today's immigration rate is nearly 30 percent below its historical average.
After controlling for other factors, the big-city residents receive twice as much support.
This held true even after controlling for variables such as differences in the city's economies.
Likewise, high self-rated health—even controlling for objective health—predicts great long-term health.
Still, the correlation between narcissism and cortisol persists even after controlling for perceived social support.
Women in tech are paid less than men, even after controlling for experience, education and responsibilities.
This holds true even when controlling for other economic and demographic factors and other public policies.
The pattern held after controlling for the sex, race, political orientation, and jurisdiction of the judge.
The drop is even more pronounced when controlling for population growth over the past several years.
Controlling for population, these countries accept two to three times as many legal immigrants as America.
The results were unchanged after controlling for rates of gun ownership, depression, poverty and other factors.
That has been true since 1970, even when controlling for other factors that influence bills' success.
The research available at that time showed that even after controlling for socioeconomic factors, disparities remained.
Controlling for other variables, Abramowitz found that closed primaries did penalize Sanders — by roughly 4.7 points.
The researchers account for the rest of the difference by controlling for marital status and children.
This was true even after controlling for traits normally associated with support for the two political parties.
But after controlling for that, the results remained the same: The near-miss group truly was stronger.
Furthermore, a woman's perceived desirability drops if she attains a postgraduate degree, even when controlling for age.
Racism strongly correlates with state-level TANF benefits, even after controlling for state-level revenues and ideology.
We collected saliva at the start and end of each tattoo session, controlling for the tattoo duration.
Each additional medal gained per million people was worth 0.2 goals, after controlling for all other variables.
Because in controlling for all the variables he can see, Gonzalez is controlling one other thing: time.
After all, there's no controlling for the gender of the people you interact with in real life.
The pattern in the figure above was tested while statistically controlling for levels of anti-Hispanic prejudice.
Digitalization scores have significant and positive effects on real annual wages even when controlling for education level.
The associations remained after controlling for sex, age, alcohol intake, smoking, body mass index and other variables.
"Finally none of this works without controlling for activity," Myla said, referring to physical activity or exercise.
I examined the factors that shaped these opinions, controlling for education, income, gender and race or ethnicity.
Total fertility rates controlling for marital status have not changed very much over the last 15 years.
Controlling for multiple dimensions of ancestry derived from genome-wide genotyping is standard practice in genetic research.
But even after controlling for these and many other factors, death rates were still higher in women.
Vanguard found, when controlling for income, that the difference in balances is due to men's higher wages.
"We found that the relationship persisted even after controlling for these variables," Siegel said in an email.
Controlling for a state's weighted average partisanship and incumbency, Warren's performance was the sixth worst of all Democrats.
Before controlling for those factors, teens who vaped appeared 36 times more likely to become regular cigarette smokers.
What is more, statistically controlling for ageing barely changes estimates of aggregate wage growth, according to his model.
This effect held even after controlling for the possible effects of valproic acid on mood and general cognition.
But bio banding, and controlling for growth spurts, looks set to become an important tool for evaluating talent.
Controlling for overall education, taking a college-level religion course increases scores 3 points over the national average.
But even after controlling for smoking, the link to lower scores on the intelligence test did not disappear.
The pay gap shrinks after controlling for factors like industry, education and hours worked, but a gap persists.
Thankfully, when controlling for these relevant factors, multiple academic studies show this pay gap shrinks to almost nothing.
But, when controlling for variables like age, education, location, experience, occupation and industry, the pay gap is 26.4 percent.
It varies, for instance, from discipline to discipline and department to department, even when controlling for all other factors.
These findings hold even after controlling for the influence of factors such as age, partnership status, education, and race.
Clinton fared about a net 20 points worse in caucuses than primaries, even after controlling for their demographic characteristics.
The association of cardiovascular health with income change was significant even after controlling for many health and behavioral characteristics.
They found that the association between lead exposure and cardiovascular disease remained present even after controlling for these factors.
The gap persists even after controlling for the fact that black and Hispanic workers have historically had lower wages.
Even controlling for education, Dalits still fall behind, indicating that caste discrimination is alive and well in the workplace.
But even slightly controlling for genetics can allow scientists to draw more meaningful conclusions on the power of the environment.
Regardless of controlling for age and sex though, the the risk of migraines remains increased in the over- and underweight.
Controlling for DocSend's growth, we estimate that investors are viewing 35% more decks in 2018 than they did in 2017.
This is true even after controlling for age, gender, education and whether voters share the ethnicity of the country's leader.
Yet the same was not true of black girls, who showed no differences in wages upon controlling for parental income.
The findings persisted even after controlling for other factors, such as differences in crime rates and the size of cities.
Even controlling for that, the vote count shifted systematically from Mr Nasralla to Mr Hernández between early and later results.
And controlling for crime rates, the police patrol much more aggressively in black and Latino neighborhoods compared to white ones.
Caribbeans, by contrast, resemble whites in their performance at school—that is, both do pretty badly, after controlling for income.
The company recently commissioned a study in Kenya comparing its schools with a control group and controlling for family factors.
Even controlling for other factors, children from two-parent families do better across key developmental and life outcomes, on average.
Controlling for employees' hours worked per week, the frequency of work-family conflict is worsened by having irregular shift work.
Men's earnings increase by 6 percent when they become fathers, after controlling for experience, education, marital status and hours worked.
"The results show that, controlling for other relevant factors, political repression does drive usage of the Tor network," Jardine writes.
Before controlling for those characteristics, trying an e-cigarette increased the odds of being a "current smoker" nearly 36-fold.
But when broken down by demographic, atheists and agnostics outscored other groups even after controlling for different levels of education.
On average, women today make 22 percent less per hour than men, even after controlling for experience, education and location.
These effects start early: Socially isolated children have significantly poorer health 20 years later, even after controlling for other factors.
It finds that when controlling for other variables, Airbnb contributes to a part of the rise on its own: We find that as the share of units listed on Airbnb goes up by one percentage point, rental rates in the neighborhood go up by 1.58 percent, after controlling for neighborhood level demographic and economic changes.
Government spending in parliamentary countries is about 5 percent of GDP higher, after controlling for other factors, than in presidential countries.
However, even after controlling for race, education, age, sex, income, marital status, immigration and employment, these figures remain highly statistically significant.
"We project it will lead the world in robot adoption in less than a decade, controlling for wage levels," says Atkinson.
Even controlling for potentially confounding factors like ancestry and health, research shows clear brain differences between low and high SES children.
But they seldom attain the same level of stickiness as married couples, even after controlling for the mother's level of education.
After controlling for those factors, Cornell University Economists Francine Blau and Lawrence Kahn estimated the wage gap is actually only 8%.
Even when controlling for partisanship, ideology, region and a host of other factors, white millennials fit Michael Tesler's analysis, explored here.
Another study found that black families actually have a slightly higher savings rate than their white counterparts, controlling for income levels.
But controlling for these obstacles, Citi believes that UPS is on pace to post 10 percent full year operating income growth.
The difference holds even when controlling for age, education, employment status and other voter traits that are not related to race.
They found that the incarceration rates were significantly associated with overdose deaths even after controlling for local opioid prescription rates since 2006.
In fact, profits rose rose 81 percent, after controlling for currency fluctuations, to 634 million pounds for the first half of 2017.
After controlling for trustworthiness and volume of Trump articles published, we found there was no evidence that ideology influences Google News results.
After controlling for age, sex and various heart disease risk factors, such as smoking or high cholesterol, the researchers analyzed the data.
By controlling for caffeine use in study participants, John Hopkins researchers found that caffeine-related performance improvement is nonexistent without caffeine withdrawal.
Black patients also had lower five-year survival than white patients, but this gap disappeared after controlling for whether people received surgery.
Those with the most diverse media diets are as likely to split their ticket as not, even when controlling for their partisanship.
The study has been criticized for not controlling for other diseases, social economic status and other factors that might confound the results.
Party registration in the past has been crucial in explaining House results, even after controlling for the presidential lean of the district.
But even when controlling for total amount spent by analyzing the share of spend by state, Bloomberg's Super Tuesday focus is clear.
The least attractive women students earned lower grades in traditional courses, and the effect was significant even after controlling for test scores.
Even after controlling for factors like market cap and the age of the firms, they found that market reaction increased over the years.
Studies of India have shown that TV-watching is associated with reduced preference for sons, even after controlling for wealth and other factors.
By controlling for different demographic characteristics, researchers said they discovered it's not just groups of people coming of age at the same time.
In economics, men receive tenure at a rate 12 percentage points higher than women do, after controlling for family circumstances and publication records.
This was the case even controlling for factors like male students being rated more outspoken overall, and male students having higher grades overall.
Is society getting to my head, and I just think I am being controlling for wanting to know the sexual and intimate landscape?
My statistical model compares individuals in the same state before versus after the adoption of RTW laws after controlling for many other factors.
They compared lottery winners with losers, controlling for the fact that families who applied for the lotteries were different from families who didn't.
Sons with older fathers had higher geek index scores overall, even after controlling for factors like their parents' socio-economic class and employment.
Controlling for the duration of recessions, Congress is more likely to amend the Federal Reserve Act when inflation and unemployment tick substantially higher.
A recent study showed that even when controlling for weight, consuming lots of processed foods raises the risk of developing Type 2 diabetes.
But after controlling for parental income, race, year in school and sexual frequency, the researchers found no association between extreme grooming and infections.
You see comparatively higher rates of these health issues in countries with the most income inequality, and that's after controlling for average income.
Even controlling for gender, we find a strong independent and negative relationship between Latino ethnicity and likelihood of running in an open seat.
By controlling for genetics, scientists can more clearly see that our fate in life is largely determined by how much money our parents have.
Americans who lose their jobs are 22% more likely to experience a heart attack, after controlling for factors such as smoking, drinking and obesity.
After controlling for the pool of available talent, every 20.4m of population more than your opponent was penalised by about 19903 goals per game.
She found that, even after controlling for other factors, high blood lead levels were associated with increased oppositional, hyperactive and bullying behaviors in children.
Even controlling for that, the vote count shifted systematically from Mr Nasralla to Mr Hernández in between early and later results (see chart above).
He looked at many possible socio-demographic factors and gun laws that could be associated with mass shootings, controlling for population and gun prevalence.
Faculty members in New England are far more liberal than their counterparts anywhere else in the nation, even controlling for discipline and school type.
A 2017 study found that in New York City, African-Americans were significantly underrepresented in the best hospitals, even after controlling for insurance coverage.
After controlling for numerous medical, dietary and behavioral characteristics, they found that the more of either supplement consumed, the higher the risk for fracture.
One interesting thing that complicates this analysis is that poll respondents are much likelier to vote than nonrespondents, even after controlling for everything else.
But even after controlling for these and other factors, researchers found that being married by itself increases the probability of survival after a stroke.
Even after controlling for differences in age, gender, education and region, black workers are currently paid about 16 percent less than their white counterparts.
Even after controlling for differences in age, gender, education and region, black workers are currently paid about 16 percent less than their white counterparts.
"After controlling for other negative coping strategies, if they use games as a coping strategy, there's still a higher chance for addiction," he said.
They tracked the interactions between hundreds of individual whales, recording births and deaths and controlling for the all-important environmental factor of salmon abundance.
In real-effective terms (that is, against a trade-weighted set of currencies, controlling for inflation), the yuan is merely at a two-year low.
Even controlling for the record-breaking fires in California, the effect held, showing that enforcing or not enforcing environmental laws has direct impacts on health.
The second and more striking finding is that individual variables such as socioeconomic class, region and ethnicity matter, even after controlling for academic-related variables.
More recent work by Mr Mericle "finds no evidence that a global inflation factor helps to explain US core inflation after controlling for domestic slack".
In that experiment, the researchers too found that targeting a user based on their personality is more effective, even after controlling for age and gender.
Even after controlling for demographic characteristics such as age and education, Lawrence Katz, an economist at Harvard University, reckons temps face a 22.6% earnings penalty.
Naturalized citizens earn 8–11 percent more in annual income than non-naturalized immigrants (controlling for variables such as skills, education and fluency in English).
This association held even when statistically controlling for other lifestyle factors, such as alcohol consumption and exercise, suggesting that frequent ejaculation was the key factor.
Now turning to the Democratic primary: Before controlling for demographic factors, the liberty foundation positively predicts a vote for Sanders and a vote against Clinton.
After controlling for many health factors, they found that tonsillectomy was associated with almost triple the relative risk of diseases of the upper respiratory tract.
This is probably mainly because of demographics, but the G.O.P. advantage in historical survey data, like the ANES, persists after controlling for standard demographic characteristics.
" They have an unemployment rate that is double that of white workers, "even when controlling for education, duration of unemployment, and the cause of unemployment.
But, contrary to longstanding conventional wisdom in Hollywood, films led by people of color performed better than white-led films when controlling for other factors.
It shows that bouldering is a "significant predictor for reduced depressive symptoms" even when controlling for physical activity, psychotherapy, and the use of anti-depressants.
And as Hetherington noted after reviewing our results, the relationship between authoritarianism and Trump support remained robust, even after controlling for education level and gender.
And the researchers found the nearly fourfold increase in air rage cases after controlling for other factors such as small seats, flight delays and longer flights.
Moreover, he activated a previously non-existent partisan divide according to attitudes about Muslims — one that contributes to partisan sorting even after controlling for racial attitudes.
After controlling for political ideology, we found that voters in school buildings were more supportive of the education referendums than those casting votes in community buildings.
Citywide, BPD stopped African-American residents three times as often as white residents after controlling for the population of the area in which the stops occurred.
Even when controlling for a battery of other indicators—race, education, age, gender, income, marital status, immigration and employment—these health metrics remain significant and predictive.
They found that after controlling for demographics and crimes committed, inmates with tattoos were 42% more likely to be re-incarcerated for committing a violent crime.
After controlling for other factors, taking low-dose aspirin (usually sold in doses of 81 milligrams) was associated with a 42 percent lower risk of death.
A study of 240,000 children in 29 African countries found that, after controlling for other factors, those in polygamous families were more likely to die young.
That gap still existed after controlling for gender, age and sport; more than a third of football, softball, volleyball, basketball and tennis players considered themselves specialists.
This was the muse he was seeking, because it led Pomeroy to do something no one had done before: Quantifying basketball teams by controlling for tempo.
A sample of 1,300 (American) respondents shows a link between reported levels of "life satisfaction" and turnout at elections, even when controlling for age and income.
The best measure of technological advance is total factor productivity, which measures output after controlling for both the number of workers and the amount of capital.
That's controlling for all of the different factors in a passenger's body, the car model, and whether or not the passenger is wearing a seat belt.
According to the survey, this is the equivalent of wiping out nearly five years of experience from your resume (averaging across industries and controlling for experience).
Studies have shown that women continue to earn less and advance more slowly than men, controlling for experience, education, time on the job and other variables.
Immigrants are usually younger and less educated, however, and controlling for these factors, statistics show that there is no clear evidence of major cultural criminal tendencies.
The researchers try to control for this, but "controlling for" confounders doesn't work as well as you'd expect, and the reported effect size is suspiciously large.
After controlling for many other factors associated with diabetes, they found that the more often people worked nights, the more likely they were to have diabetes.
My calculation, which borrows from an approach used by economists (and occasional Upshot contributor) Ernie Tedeschi, adjusts for demographic shifts by controlling for age and sex.
"It's not about controlling you, Ms. Patient, it's about controlling [for example] CVS's ability to upsell or cross-sell you on other products," he tells me.
Yet even after controlling for maternal asthma, use of other drugs during pregnancy, age of the mother at birth, smoking and other variables, the association persisted.
Our best estimate, controlling for these factors, is that Mr. Kavanaugh's support dropped by a net of three to four percentage points over the last week.
A careful study by the National Highway Traffic Safety Administration "found no significant increased crash risk attributable to cannabis" after controlling for a number of factors.
The study found that relational mobility was a strong predictor of the tendency to support sacrificing one person, even after controlling for religiosity, individualism, and GDP.
The associations persisted even after controlling for age, sex, race, education, smoking, total calorie intake, physical activity, the intake of polyunsaturated fat and other dietary factors.
To my surprise, party registration had a lot of explanatory power in a person's House choice even after controlling for the voter's feelings toward the President.
This is true on a collective level as well: After controlling for other factors, higher levels of gun ownership are associated with higher levels of gun violence.
After controlling for potential confounding factors, the study concluded that cat ownership in pregnancy and childhood did not play a role in developing psychotic symptoms during adolescence.
After controlling for voters' party identification, Rutchick found the conservative Republican challenger received 22 percent of the vote in churches and just 22014 percent in secular locations.
But the study's findings are nonetheless interesting because they highlight just how much variance there are in Google search results, even when controlling for factors like location.
But even controlling for things like that, child care workers make 23 percent less than other workers who are similar to them but work in other industries.
Beyond controlling for 3 specific measures, the paper doesn't offer a way to distinguish the effect of an RPS from any other policy or time-varying trend.
By controlling for two common air pollutants—nitrogen dioxide and fine particulate matter—the researchers were able to negate some but not all of the increased risk.
The researchers deployed a variety of controls to verify their results, from measuring outcomes in different ways to controlling for socioeconomic variables like geography and unemployment rates.
We also ran linear regression models to predict fatal injury rates from the strength of each state's gun policies, after controlling for differences across states and years.
They're less likely to advance to full professorships — even after controlling for productivity — and they account for only one-sixth of medical school deans and department chairs.
Pay gaps between white and black workers have grown since 1979, even after controlling for education, experience and location, according to research by the Economic Policy Institute.
In other words, those were the states that saw the most intense surges in claims when controlling for differences in the size of each state's labor force.
And we have pretty convincing data that racial resentment wasn't the only driver but certainly a key driver of Trump voters, even when controlling for other factors.
After controlling for severity of disease, age and other factors, they found that overall death rates were 34 percent lower in Canada than in the United States.
After controlling for age, sex, education, B.M.I., smoking, sleep time and other factors, they found that total energy intake did not differ between morning and evening types.
I know what you mean when you say "controlling for average income," but can you make that clear for people who don't have a background in statistics?
We predict 203 approval ratings for Trump, the Republican Party, or the Democratic Party using 2011 feelings toward the specified group, controlling for all of the other variables.
After controlling for various health and behavioral characteristics, they found that prenatal exposure to Tylenol was associated with a 13 percent increased risk for asthma at age 3.
The disparity was largest — nearly 30 percent — between men and women in finance and insurance, without controlling for job title, education and years of experience, among other factors.
Controlling for changes in poverty, unemployment, crime, incarceration, policing levels and other factors, they found that the repeal was associated with a 93% increase in gun homicide rates.
But even after controlling for risk factors such as smoking, physical activity and body mass index, the report found that deaths remained higher in those with mental illness.
The results held even after controlling for income, so it doesn't seem as if buying time is merely an indicator of being wealthier, which may also increase satisfaction.
But, after controlling for these light levels, the size of the pupil and its rate of change tells the story of a person's inner emotional and cognitive states.
That effect exists when controlling for the fund's performance, suggesting that it's not that investors are seeking high-performing funds that happen to have solid, powerful-sounding names.
According to the study, a number of groups reported more election-related distress, including women, racial and sexual minorities and non-Christians, even when controlling for party affiliation.
Even after controlling for size, yield, profitability, and risk, the researchers found that in the past nine years, firms with higher HER Scores outperformed those with lower scores.
After controlling for size and age, long-term price trends and seasonal fluctuations in demand, they find that haunted flats decline in price by an average of 20%.
Interestingly, however, neither La Raja and Schaffner nor Lee and Hinchcliffe took the alternative explanation into account in their data analysis by controlling for it in their models.
Researchers assessed baseline levels of purpose for 951 individuals without dementia, then followed them for seven years, controlling for things like depression, neuroticism, socioeconomic status and chronic disease.
"High temperature and high relative humidity significantly reduce the transmission of COVID-19, respectively, even after controlling for population density and GDP per capita of cities," they wrote.
After controlling for other variables, they found that compared with people who reported no daytime sleepiness, those who did had almost three times the risk of having plaques.
We further show that chronic emotional reactance towards restrictive communication norms positively predicted support for Trump, and that this effect remains significant even when controlling for political ideology.
Similarly, candidates who opposed Ms. Pelosi fared an additional 2.5 points better than those who did not, even after controlling for whether a candidate supported Medicare for all.
Even controlling for factors like the partisan lean of the district, political spending, and incumbency, candidates that backed Medicare-for-all performed "significantly worse" than those that didn't.
It's worth stating that clearly: The more racially resentful you were, the worse you thought the economy was doing, even controlling for your party, circumstance, and so on.
But even controlling for that party identification/racial resentment link, Tesler says his preliminary research shows that racial attitudes mattered more in 2016 than in either 2008 or 2012.
"The cross-over design controlling for simply the carbon dioxide is excellent and shows that the bubbles themselves do affect intoxication," she said in an email to The Verge.
Michael Hurwitz, then at Harvard, calculated that, controlling for all relevant characteristics, being related to an alumnus of one of America's top 30 universities increased an applicant's chance threefold.
The disparity emerged at the early onset of interactions and was still present after controlling for whether a community member was arrested, given a citation or searched, Voigt said.
In 2011 a study by Gianmarco Ottaviano and Giovanni Peri, two economists, found that immigrants seem to compete mostly with other immigrants, even when controlling for age and education.
The researchers found that the association remained even after controlling for factors such as age, race and ethnicity, marital status, income level and body mass index, according to Capasso.
In 2016, the trend was for Senate races to revert to the presidential lean of the state they were being held in, even after controlling for the early polling.
Black students in integrated high schools, according to one study, had higher graduation rates than those in segregated schools, even controlling for socioeconomic background, parental education, and other factors.
We found that within a year, on average, their wages go up by more than 20 percent, after controlling for their employment history and changes in the Michigan economy.
The results were striking: Even when controlling for different experiences in combat, she found, killing was a "significant, independent predictor of multiple mental health symptoms" and of social dysfunction.
More gun ownership corresponds with more gun murders across virtually every axis: among developed countries, among American states, among American towns and cities and when controlling for crime rates.
" The Georgetown CEW found that "women's earnings still lag those of men at every education level, even within the same majors and controlling for full-time, full-year employment.
She found that, when controlling for the type of contract, the total personnel costs proposed by non-profit firms were on average just two-fifths those proposed by private firms.
On tests of anxiety and stress, the diet group had significantly lower scores than the controls, after controlling for levels of anxiety and stress at the start of the study.
Men of Bangladeshi descent, for instance, earn 9% less than their white peers, even after controlling for traits like socioeconomic status, subject choice, academic ability and what university they attended.
An American Association Of University Women study found that after controlling for work hours — along with other potentially relevant factors like college major — women still earned 7% less than men.
When controlling for confounding factors, such as age, the risk is even higher—for men, there's a 140 percent and 30 percent higher risk for heart disease and stroke respectively.
After controlling for age, gender and income, the children with higher ScreenQ scores had lower measures of structural integrity and myelination, especially in tracts involved with language and literacy skills.
Accordingly, it is no surprise that health-care utilization has skyrocketed even controlling for the effects of an aging population, thus stressing the provision of services by hospitals and physicians.
But even when controlling for factors like level of education, ideology and partisanship, the study found that older users were most likely to have spread stories from fake news sites.
Bottom-line takeaway: Within each income group, but especially among the under-$40,000 respondents, the most nationalistic respondents were notably less supportive of taxing the rich, controlling for their vote.
Looking at the individual seat level and controlling for incumbency and the past presidential vote, Democrats had on-par or slightly better performances than Republicans did in 2010 and 2014.
" Until the 1990s, "women's standard-of-living after controlling for education was higher than men's," he told me via email, "but that is no longer the case in 2009-2011.
Controlling for premarital happiness, the study concluded that marriage leads to increased well-being — and it does so much more for those who have a close friendship with their spouses.
Ms. England, in other research, has found that any occupation that involves caregiving, like nursing or preschool teaching, pays less, even after controlling for the disproportionate share of female workers.
Trulia economist Ralph McLaughlin points out in a research note that when controlling for the number of households in the U.S., housing construction remains 38% below its long-run average.
The link remained strong even after controlling for cholesterol, blood pressure and other known cardiovascular risk factors, as well as sleep issues such as insomnia, sleep apnea and sleep duration.
Combining those outcomes and controlling for how well Democrats did nationally in each of those contests, we can say that Arizona 8 is 20143 points more Republican than the nation.
Partners who ate fish also had sexual intercourse, on average, 22 percent more frequently, but the association of eating fish with pregnancy persisted even after controlling for frequency of lovemaking.
But the study isolated race as a factor by controlling for variables like academic performance, legacy status, social class, type of high school (public or private) and participation in athletics.
Controlling for the number of bedrooms and bathrooms, they found that having a doorman increases apartment rents the most by far, adding about $260 a month to the base price.
Women of color have a 5 to 85033 percent greater exposure to scheduling instability even when controlling for educational attainment and comparing workers within the same company, the campaign said.
Technical health care jobs like ultrasound technician — requiring more training but not a college degree — paid 22 percent more than other blue-collar jobs, after controlling for things like education.
After controlling for insurance status, they found that while 4.3 percent of white children were given antibiotics, only 1.9 percent of black children and 2.6 percent of Hispanic children were.
A Justice Department investigation conducted in 20043 and 2016 found black people in Baltimore were much more likely to be stopped than their white counterparts even after controlling for population.
Even when controlling for other offensive variables, such as the tally of passes completed and the count of tackles evaded, sneaking behind the opponents' defence was correlated with greater attacking success.
He'll also come armed with a new Twitter analysis that found that, when controlling for outside factors, tweets from Republican and Democratic lawmakers were viewed essentially the same number of times.
After controlling for quality of opposition, Cleveland has raised its average scoring margin from a pedestrian 2.88 points per game in the regular season to an astonishing 15.65 in the playoffs.
The investigation found African-American pedestrians were stopped three times as often as white residents after controlling for the population of the area in which the stops occurred, the report said.
But even after controlling for hypertension, cholesterol and triglyceride levels, smoking, alcohol consumption, diabetes and other factors, the large reduction in stroke risk for people who avoided meat and fish remained.
Other research points to the role of racial resentment: Controlling for other factors, states with larger African-American populations have imposed stricter rules and less generous benefits in their welfare programs.
It isolated changes in those rates, over time, when controlling for several factors: the share of residents who itemize their deductions, who claim the mortgage deduction, or claim the SALT deduction.
Even so, the Reuters analysis determined that after controlling for such factors, who hears a case and where it is heard remain reliable predictors of how a case will be decided.
Four recent studies found that older Americans are more likely to consume and share false online news than those in other age groups, even when controlling for factors such as partisanship.
Yet you see tremendously different outcomes in the labor market where black women have college attendance rates comparable to white women and higher than white men, controlling for their parents' income.
After controlling for other factors, they found that compared with the slow eaters, normal speed eaters were 29 percent more likely, and fast eaters 42 percent more likely, to be obese.
Controlling for socioeconomic factors, studies find that babies who consume breast milk are at lower risk of sudden infant death syndrome, infections, allergies, asthma, childhood diabetes and two types of leukemia.
Both disorders are associated with obesity, high blood pressure, diabetes and other conditions, but after controlling for these and other factors the independent association of apnea with gout was still evident.
Jobs that involve caregiving, like health aide or preschool teacher, are particularly low-paying, even after controlling for the high share of female workers, other work by Ms. England has found.
After controlling for age, sex, smoking, blood pressure, cholesterol, diabetes and other characteristics, they found that those who reported eating hot peppers had a 13 percent reduced risk for dying early.
Researchers found a positive association between the number of birds and trees in a neighborhood and residents' mental health, even after controlling for a neighborhood's poverty level and other demographic factors.
It isolated changes in those rates, over time, when controlling for several factors: the share of residents who itemize their deductions, who claim the mortgage deduction, or claim the SALT deduction.
But even after controlling for body mass index and for sex, age and socioeconomic status, they found that hypertension in adolescence doubled the risk for end-stage renal disease in adulthood.
For example, this chart, from a 2007 study by Harvard researchers, shows a correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that each percentage point increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate.
Here's one chart, from a 2007 study by Harvard School of Public Health researchers, showing the correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that each percentage point increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate.
Take, for instance, this chart, from a 2007 study by Harvard researchers, showing the correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that a 1 percentage point increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate.
This chart, from a 2007 study by Harvard researchers, shows a correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that a 1 percent increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate at the state level.
She noted that the researchers also analyzed the data by controlling for demographic factors and the association remained for hurting people badly -- but it didn't remain for fighting or using a weapon.
Some argue that deteriorating health outcomes are linked to deindustrialisation: higher unemployment rates predict both lower life expectancy and support for Mr Trump, even after controlling for a bevy of demographic variables.
The stock strategist added that companies with the highest share of industry sales have returned 49% since 2015 compared with 16% for companies with the lowest share after controlling for industry group.
This is also only a meta-study: although the analysis seems robust, controlling for bias and variables across that great a sample size and time period is an imperfect science at best.
After controlling for such factors, much of the remaining variation in pay ratios is driven by levels of chief-executive pay alone, a metric which has been disclosed to investors for years.
Controlling for age, gender, ethnicity, parents' socioeconomic status and living with parents, he found that fluent bilinguals in southern California made nearly $3,000 more per year than Californians who spoke only English.
Researchers have known since at least the 1980s that black and Hispanic communities have higher levels of pollution and its associated harmful health effects than white communities, even when controlling for income.
Of the companies Glassdoor examined, 75% had "gender pay gaps above the national average of 5.4%, even after controlling for workers' education, experience, geographic location, and more," he wrote in the report.
Even when controlling for industry (including industries where women are the majority workforce), education, and age or experience (a longer time in the workforce actually exacerbates the difference), there are observable gaps.
That correlation held even after controlling for a slew of other factors, including the average body weight of babies compared with adults or brain size as a percentage of total body mass.
In fact, every player is different: even after controlling for their overall performances, some are better at driving and some at putting, some more aggressive and others more conservative and so on.
Still, it found that even controlling for the effect of ideology, partisanship, education and the number of web links shared, older folks were more likely to share fake news than younger people.
Some more numbers: Controlling for other factors, the United States Sentencing Commission found that between December 2007 and September 2011, black male defendants received sentences 20 percent longer than their white counterparts.
After controlling for all medically known causes of diabetes and running a series of statistical models, they compared the veterans' levels of diabetes to pollution levels documented by the EPA and NASA.
According to Card, there is little-to-no-difference between the admit rate for Asian-American and white applicants when controlling for athletic recruitment, legacy status, geography, and major, among other factors.
Likewise, gay men earn about 5% less than heterosexual ones in Britain and France, and 12-16% less in Canada and America, even after controlling for things like education, skills and experience.
After controlling for age, sex, alcohol use, smoking and race, they found that being overweight increased the relative risk for liver cancer by between 21 percent and 142 percent as B.M.I. increased.
Multiple reviews of the research, including the Harvard Injury Control Research Center's aggregation of the evidence, have consistently found a correlation between gun ownership and gun deaths after controlling for other factors.
Multiple reviews of the research, including the Harvard Injury Control Research Center's aggregation of the evidence, have consistently found a link between gun ownership and gun deaths after controlling for other factors.
After controlling for non-climate factors, such as income per person and levels of public debt, they estimate that V20 countries must pay interest rates 1.2 percentage points higher than comparable countries.
There is no reason to believe that Mr. Sanders or Mr. Buttigieg did materially better in the contaminated precincts than they did elsewhere, either over all or controlling for their demographic characteristics.
The authors found that, after controlling for factors such as location and property size, a one-point increase in a host's attractiveness rating was associated with a 2.8% increase in rental prices.
People are now more likely to marry people with similar educational attainment — even after controlling for differences between men and women, like the fact that women were once less likely to attend college.
Indeed, after controlling for population, wealth and player experience, author Simon Kuper and economist Stefan Szymanski found that Team Melli was one of the most over-performing international sides between 215 and 800.
Its main conclusion: People with higher levels of schooling (more than 13 years) live around three years longer than people with less schooling (under 10 years), after controlling for biology and childhood environment.
The number one determinant of over-representation in fatal police shootings—after controlling for all other aforementioned indicators—was the percentage of eligible black Americans registered to vote within the state in question.
Here's a map of the number of mass shootings since Sandy Hook, after controlling for population, in each state: Since around 2015, the number of mass shootings has averaged around one a day.
Once the issues of identifying a recipient, controlling for currency fluctuations and fees and recording a transaction have been solved, recipients still face a vital problem: where to store and access their money?
The analysis shows that women are paid less even after controlling for career level, performance review scores, office location, tenure at Oracle, and overall work experience, in violation of California's Equal Pay Act.
A 2015 study by Finnish researchers, for instance, found that Finns convicted of murders from 1995 to 2011 were noticeably more likely to be taking benzos, even after controlling for other risk factors.
"Our study thus lends additional support to the idea of a beauty premium: even when controlling for many relevant covariates, attractiveness still exerts an influence on House candidate's electoral performance," the study states.
It found that, after controlling for the prior drinkers, as well as other confounders, those who drank a moderate amount had a lower risk of death than abstainers as well as heavy drinkers.
Both Trump voters and European far-right voters are distinguished by their strong dissatisfaction with the present state of the national economy, even controlling for demographic factors and attitudes on race and immigration.
After controlling for other health and behavioral characteristics, the researchers found no difference in risk between a man who averaged less than two eggs a week and one who ate more than six.
After controlling for age, body mass index, blood pressure, physical activity and other health and behavioral characteristics, they found that the less time men smoked, the less likely they were to have dementia.
"Accordingly, we found that gold performed well, even controlling for real rates and dollar weakness, during the beginning of both Gulf wars and during the events of September 11, 2001," Currie's note highlighted.
The retirements are important because, controlling for everything else, incumbents tend to get a larger share of the vote than a party's nominee would be expected to get if the incumbent wasn't running.
After controlling for urinary tract infections, medications, diseases like gout and diabetes, and other variables, they found that exposure to any of five classes of antibiotics significantly increased the risk for kidney stones.
It found that after controlling for variables, such as age, gender, geography and driving frequency, drivers with guns in their cars were more likely to make obscene gestures and aggressively follow another car.
A study in the Strategic Entrepreneurship Journal of more than 1,000 entrepreneurs showed that planners see an advantage over nonplanners, even after controlling for all observable variables like founders&apos age and experience.
After controlling for marital status, age, health and income, they concluded that people who continued to work enjoyed an increase in the size of their networks of family and friends of 25 percent.
Even controlling for name recognition, Biden is doing well One instant giveaway of how well he is doing is to compare it to how other candidates who have similar name recognition are doing.
More telling, in 2018, Democratic House candidates who supported Medicare for All "performed worse than those who did not, even when controlling for other factors," Alan Abramowitz recently wrote for Sabato's Crystal Ball.
After controlling for several socioeconomic and demographic factors and pre-Katrina flood risk, we saw that home debt decreased by about $12,000 for the most-flooded residents relative to those who experienced none.
For example, this chart, from a 2007 study by Harvard researchers, shows a correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that a 1 percent increase in gun ownership correlated with a roughly 563 percent rise in the firearm homicide rate at the state level.
Here's one chart, from a 2007 study by Harvard School of Public Health researchers, showing the correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that a 1 percent increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate at the state level.
Take, for instance, this chart, from a 2007 study by Harvard researchers, showing the correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that a 1 percent increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate at the state level.
For example, this chart, from a 2007 study by Harvard researchers, shows a correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that a 1 percent increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate at the state level.
Take, for instance, this chart, from a 2007 study by Harvard researchers, showing the correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: A more recent study from 2013, led by a Boston University School of Public Health researcher, reached similar conclusions: After controlling for multiple variables, the study found that a 1 percent increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate at the state level.
After controlling for "students' personal characteristics, work experience, and academic performance," the study concluded that for men, larger networks with more connections to peers led to a higher chance of holding a leadership position.
Using an algorithm that ranked randomness and controlling for characteristics like gender, language and education levels, the researchers found the ability to act randomly peaked at age 25, on average, and declined from there.
And many of the studies that do show a cold-fighting boost tend to be poor in quality, such as studying only a small group of people or not controlling for the placebo effect.
A a 2007 study by Harvard School of Public Health researchers, showed the correlation after controlling for robbery rates: The Harvard School of Public Health's Injury Control Research Center is a great resource here.
" He clarified that the pay gap persists even after controlling for workers' job titles — although job titles at Microsoft are determined by "Career Stages," and "women are systematically in lower Career Stages than men.
"This means that people who use tanning devices are 1.2 times as likely to develop melanoma as those who do not use tanning devices, after controlling for other exposures and risk factors," said Waters.
A study in the British Journal of Political Science by Benjamin Newman and Todd Hartman finds that Americans who live near massacres are significantly more likely to support gun restrictions (controlling for other characteristics).
Adobe Analytics says online shopping spend drops 5 to 6 percent on days in states where a storm hits, controlling for other factors like the size of the state, seasonal trends, weekday/weekend, etc.
Across multiple studies, controlling for factors like income, geographic regions and even genetics, the single most important ingredient for long-term happiness appears to be how and how often we connect with other people.
"It's complicated to parse out the effect of poverty or race on test scores, but controlling for that, we found that lead still impacts test scores, particularly in the bottom distribution of test scores."
Girls who get pregnant are less likely to finish their education, and their babies are at high risk for health problems, incarceration, academic troubles and, yes, teenage pregnancy — even after controlling for other factors.
He has also openly advocated for "tough on crime" policies, including aggressive police tactics and long prison sentences, that historically have been used against minority communities, even when controlling for differences in crime levels.
After examining the subjects' melatonin onset and body fat—and controlling for age, sex, sleep duration, and sleep efficiency—the scientists found this: When you fall asleep can influence how and what you eat.
Research on the subject has ranged from being inconclusive to showing that the opposite is true — that women are less likely to use force, even controlling for their relatively low representation among police forces.
Other measures try to account for at least some of these issues by, for example, factoring in the cost of benefits or by controlling for the changing mix of industries in the American economy.
After controlling for age, sex, smoking, alcohol consumption, physical activity, income, body mass index and history of stroke, they found that each component of the metabolic syndrome significantly increased the risk for Parkinson's disease.
After controlling for many health, socioeconomic and behavioral characteristics, they found that lower scores on the childhood intelligence test were associated with death from heart disease, stroke, respiratory disease, lung cancer and stomach cancer.
Racial and ethnic minority patients with terminal illnesses are much less likely to enter hospice care than their white counterparts—even when controlling for socioeconomic factors such as age, education, income and area population.
After controlling for population and other variables, the authors estimated that Medicaid expansion was associated with 1.16 fewer evictions per 1,000 households per year (ie, a cut of around 7% in the eviction rate).
After controlling for many other variables, the researchers found that for every five-degree Fahrenheit increase in average monthly temperature, the risk of hospital admission for a surgical site infection increased by 2.1 percent.
After controlling for age, smoking, physical activity and other factors, they found that compared with those with the lowest scores on depression and anxiety, those with the highest had higher rates of cancer death.
After controlling for factors such as paternal and maternal age and history of psychiatric disease, the researchers found that fathers' use of antidepressant medications at conception did not increase the risk to their offspring.
Those in the quarter with the highest optimism scores had a nearly 40 percent lower risk for heart disease and stroke than those in the lowest quarter, even after controlling for other health factors.
The study found that, controlling for other risk factors, participants who ate fried potatoes two to three times a week were at a higher risk of mortality compared with those who ate unfried potatoes.
After controlling for age, sex, socioeconomic status, smoking, alcohol consumption, physical activity, lipid levels, hypertension and other factors, they found that people with periodontal disease had a 9 percent increased risk for developing diabetes.
Historically, immigrants to Sweden do commit crimes at higher rates than the native-born, though children of immigrants commit crimes at basically the same rate as children of native-born Swedes (controlling for income).
We'll add only that average yawn duration in the new study was highly correlated with brain weight with a correlation coefficient of 0.91 (or 0.65 after controlling for brain size) with a p value of .
At the same time, resentment toward African Americans, the belief that Muslims are violent, and the perception that President Obama is a Muslim all remain significant even when controlling for attitudes toward Obama's job approval.
After examining data on 9,000 American cities, they found that those with more black residents consistently collected unusually high amounts of fines and fees—even after controlling for differences in income, education and crime levels.
Controlling for income, age and education, women surveyed are nearly 50% less likely to access the Internet than men in the same communities, with Internet use reported by just 37% of women in the study.
That included forecasting models to estimate suicide trends, controlling for seasonal variations in the suicide rate, and comparing the suicide and homicide rates, the latter of which is also influenced by social and environmental events.
Blacks were 17.3% more likely to incur use of force after controlling for the characteristics of the civilian (such as age) and the encounter (such as if they ran away, complained or hit an officer).
After controlling for the size of the field, the cut rules and the era in which it occurred, his result was the seventh-best in the entire history of men's majors going back to 1860.
But a number of recent studies have also shown that the association between marijuana use and reduced cognitive functioning disappears after controlling for factors such as psychiatric illness and substance use disorders, according to Scott.
The study looked at data on life satisfaction from a pair of British longitudinal surveys, then, controlling for other variables, overlaid detailed air quality records from the British Department for Environment, Food and Rural Affairs.
A 2011 report by DHHS on racial disproportionality noted that, after controlling for poverty and other risk factors, parents of one race were no more likely to mistreat their children than peers of another race.
"Multitasking resulted in substantial performance costs across all experimental conditions without a single significant gender difference in any of these ten measures, even when controlling for gender differences in underlying cognitive abilities," the authors concluded.
The study, in PLOS Medicine, tracked diet and health in 512,891 Chinese men and women ages 30 to 79 for an average of seven years, controlling for smoking, alcohol intake, blood pressure and other factors.
A study of six European countries found that the odds of having parents who reported using occasional to frequent corporal punishment were 1.7 times higher in countries where it was legal, controlling for sociodemographic factors.
After controlling for age, sex, ethnicity, smoking, diabetes and other factors that might be linked to obesity, they found that the higher the level of cortisol, the greater the body weight, B.M.I. and waist circumference.
This natural experiment, in conjunction with models controlling for a variety of demographic and socioeconomic factors, was used to help isolate the potential effect of deportation policy from overall factors and trends in the country.
This natural experiment, in conjunction with models controlling for a variety of demographic and socioeconomic factors, was used to help isolate the potential effect of deportation policy from overall factors and trends in the country.
Researchers estimated the frequency of collision claims per insured vehicle year, controlling for differences in other factors that could contribute to an accident, including age, location, job status and weather, and still saw an increase.
After controlling for age, education, blood pressure, cholesterol, heart disease and many other factors, they found that the greater the number of inflammatory factors, the steeper the cognitive decline over 20 years of follow-up.
The research, compiled by the Harvard School of Public Health's Injury Control Research Center, is clear: After controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths.
Each statistical leap in the number of payments (or standard deviation if you want to get technical), was associated with an 18 percent rise in mortality, after controlling for other factors like income, age, and education.
After controlling for the number of years in practice, doctors under 35 were one-third as likely to have a recurrence as older colleagues, and men had a 38 percent higher risk of recurrence than women.
Take, for instance, this chart, from a 2007 study by Harvard researchers, showing the correlation between statewide firearm homicide victimization rates and household gun ownership after controlling for robbery rates: This holds up around the world.
They find that, after controlling for external factors, such as unemployment and income levels, borrowers in states where debt-collection practices are more strictly regulated find it moderately harder to access credit, because lenders cut back.
Even after controlling for effects of many other possible factors, including poor diet and heavier body weight, it is not possible to conclude that sweetened beverages are the direct cause of the relationship they have shown.
After controlling for variables such as risk and market environment, the researchers found that not only do funds of higher-testosterone managers produce lower returns, but those managers also have a greater propensity to be terminated.
There are numerous allegations of sexism against fraternities, and studies show men who join are far more likely to commit assault after joining even when controlling for factors like prior history of assault and alcohol use.
Even after controlling for income, gestational age, maternal age and health status, the odds of dying from pregnancy or delivery complications are almost three times higher for African American women than for non-Hispanic white women.
But in various models controlling for different factors and using different definitions of tense situations, Mr. Fryer found that blacks were either less likely to be shot or there was no difference between blacks and whites.
The predictions by the world's biggest wealth manager were based on a statistical model using the results from the previous five tournaments and controlling for factors such as team strength and success in the qualification phase.
After controlling for age, level of unemployment, labor market structure and other factors, the researchers found a reduction of almost five violent crimes per 100,000 residents for every 1 percent increase in the foreign-born population.
The research, compiled by the Harvard School of Public Health's Injury Control Research Center, is pretty clear: After controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths.
After controlling for smoking, hypertension, family history of heart disease and other factors, they found that the more nuts of all kinds that people ate, the lower their risk for cardiovascular disease and coronary heart disease.
The system is not blinded, and many studies have shown that even after controlling for other factors, the ways in which grants are discussed, scored and funded can favor men over women, and whites over minorities.
Indeed, the Small Business Administration Office of Advocacy has found that women and minority business owners are denied loans and pay higher interest rates than white counterparts, even after controlling for factors such as credit score.
Even after controlling for income, education, age, gender, race, marital status and political views, being "very interested in politics" drove up the likelihood of reporting being "not too happy" about life by about eight percentage points.
The more likely people were to experience other cultures — through travel or food — the more likely they were to vote for Mr. Obama, even controlling for things like income, education, personality, racial attitudes and city living.
Controlling for views and other amenities that they offer, prices of Floridan properties at risk of flooding have underperformed unexposed ones by 10-15% over the past few years, says Christopher Mayer of Columbia Business School.
In addition to studies that reveal racial disparities in police use of force, data collected by the Guardian shows that black Americans are more likely than whites to be shot by police, when controlling for population.
After controlling for I.Q. and family adversity, the scientists found that boys in the highest one-quarter for inattention later earned an average of about $17,000 less a year than those in the lowest one-fourth.
The biggest result that they found was a 19.5% decrease in fatal work injuries among 25- to 44-year-old workers in states that adopted medical marijuana laws, after controlling for various demographic and economic factors.
A more sophisticated analysis of the data, controlling for age and other variables, showed that the raters picked the correct brother-boyfriend pair as most similar 27 percent of the time, which is slightly above chance.
The research, helpfully aggregated by the Harvard School of Public Health's Injury Control Research Center, shows that after controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths.
Even after controlling for demographic variables such as age, gender and socioeconomic status, Hinton and his team found that white people were significantly more likely than people of other races to report symptoms of various anxiety disorders.
After controlling for age and sex, smoking, body mass index, sleep duration and other variables, they found that compared with "definite morning" types, "definite evening" types had a 10 percent increased risk of dying from any cause.
But even after statistically controlling for a number of these demographic factors—such as age, income and education—we still found the presidential vote to be a leading predictor of whether a respondent used the N-word.
In the OECD's latest PISA test private-school pupils did a lot better than public-school ones in reading and science, but after controlling for economic background they did little better in reading and worse in science.
The authors track the differential in values, between 1971 and 2017, of properties at different levels of elevation and risk from sea-level rise (based on data from the U.S. Geological Survey), while controlling for other factors.
In fact, a 85033 study of over 34,000 people showed that psychiatric disability alone did not increase the risk of any sort of violence, after controlling for factors such as past history of violence or substance abuse.
"Overall, the relationship between guns and violent death among women persisted at both the state and the regional level, in virtually every age group, and even after controlling for state-level poverty and urbanization," the study found.
Opinion Columnist Last month, after analyzing figures on epidemics since 1960, The Economist concluded that people die at a higher rate from such disease outbreaks in authoritarian countries than in democratic ones, even controlling for income levels.
The research, compiled by the Harvard School of Public Health's Injury Control Research Center, is also pretty clear: After controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths.
After controlling for multiple socioeconomic factors, the author of the analysis, Mike Maciag, found that for every 1 percentage point increase in an area's population that was undocumented there were 94 fewer property crimes per 100,000 residents.
After controlling for many health and behavioral variables, including a prior diagnosis of high blood pressure, they found that compared with nonusers, marijuana users had more than three times the risk of death from hypertension-related causes.
Its effect remained strong even after controlling for management practices; job losses in the Midwest; international trade; and unionization rates, found the authors of the study, Allan Collard-Wexler of Duke and Jan De Loecker of Princeton.
Controlling for confounding factors like teaching experience, education, school budget and other benefits, the study found that a dollar increase in the value of health benefits was associated with an 83-cent reduction in salary on average.
It added that gold can offer a good hedge against global risks when the event leads to a debasement of the dollar, but on average, it doesn't respond too much to geopolitics after controlling for macro variables.
Before the start of the hearing, Dorsey laid out data that showed Democrat an Republican Congress members got the same number of impressions per tweet when controlling for follower count — debunking the theory that it suppresses conservative messaging.
They, the Gallup analysis also showed, are in fact considerably better off than non-Trump voters with comparable levels of education—even after controlling for race, to account for the fact that whites are richer than non-whites.
After controlling for other factors, such as the number of parties in an election, a 1% increase in GDP was associated with an increase of nearly three-quarters of a percentage point in support for the incumbent government.
The research indicates these issues are linked: Where there are more guns, and where gun laws are weaker, there are more gun deaths, including homicides and suicides, after controlling for other variables that contribute to crime and violence.
The seminal study in the field, conducted in Georgia in the 1970s, found after controlling for many other factors that the death penalty was far more likely if a victim was white, especially if a defendant was black.
After controlling for race, number of pregnancies, smoking, alcohol use, psychiatric conditions, additional medications and other variables, there was no difference in the risk for birth defects between those who took the drugs and those who did not.
A recent study on race and economic mobility found that black men in particular see much less mobility than their white counterparts, even after controlling for hours worked, employment rates, family structure, and a host of other variables.
Areas in Israel that were within range of rocket attacks launched from Gaza-based terror groups showed a 2 to 6 percentage point increase in vote share to right-wing parties, the authors found, controlling for other factors.
But while risk management is becoming a key talking point among wealth managers globally, it's not possible to just apply a general formula when controlling for uncertainty, Patel told CNBC following Pyongyang's missile launch over Japan on Friday.
After controlling for factors such as demography and pay, they found that in an area where house prices had tripled in nominal terms, the Remain vote share was 16 percentage points higher than in one with no change.
After controlling for many preoperative health and behavioral characteristics, they found that compared with other patients, those who took statins on the day of surgery had a 48 percent reduced risk of dying in the next 30 days.
Political scientists Marisa Abrajano and Zoltan L. Hajnal have found that negative views about immigrants contribute to stronger identification with the Republican Party among whites, even controlling for all the usual variables that typically explain partisanship (including ideology).
In February, Annalee Newitz at Ars Technica reported on a study that found that, even when controlling for programming language and length of code, Github users were more likely to accept contributions from female users than from male users.
Carol Graham and colleagues at the Brookings Institute find that controlling for factors including income, gender, marital status, education and employment, whites are considerably less optimistic, report lower life satisfaction and more worry and stress than Latinos and blacks.
In March Raj Chetty, an economist at Stanford University, published a paper which linked tax records with survey data and found that white men in America earned significantly more than black men, even after controlling for their parents' incomes.
Reviews of the evidence compiled by the Harvard School of Public Health's Injury Control Research Center have consistently found that when controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths.
The researchers arrived at these figures after controlling for insurance coverage, meaning that people with good insurance who did not meet the exercise guidelines paid more annually for their health care than those with skimpier coverage who regularly exercised.
Indeed, a simple model would give you the counterintuitive finding that a strong "right track" number is actually bad — that's right, bad — for the president's party after controlling for any combination of the president's approval, the economy or incumbency.
Sadly, the effect on the communities was even worse: In neighborhoods with the most racial tension, the risk of mortality for everybody—black, white, racists, and non-racist—was 24 percent higher, even after controlling for other social factors.
Based on the Justice Department's findings, that likely contributed to police stopping him: Citywide, BPD stopped African-American residents three times as often as white residents after controlling for the population of the area in which the stops occurred.
Falsehoods were 70 percent more likely to be retweeted, even when controlling for the age of the original tweeter's account, its activity level, the number of its followers and followees, and whether Twitter had verified the account as genuine.
Controlling for other variables, parents who often or almost always worried their child had been negatively affected by immigration actions were more than 10 times as likely to test for high psychological distress as parents who weren't as worried.
After controlling for many risk factors, including stroke, heart failure and other cardiovascular diseases, they found that a systolic blood pressure at age 50 of 130 or greater was independently associated with a 38 percent increased risk of dementia.
Even when controlling for income and education, African-American women had the highest allostatic load scores — an algorithmic measurement of stress-associated body chemicals and their cumulative effect on the body's systems — higher than white women and black men.
Infants born to mothers who consumed diet beverages were heavier at 1 year of age than those whose mothers avoided the sweeteners in a 2016 study, Dr. Sylvetsky said — even after controlling for other factors like the mother's weight.
Studying surveys of college students over several decades and controlling for life circumstances and demographics, they compared people who associated their destinies with luck and outside forces with those who believed they were more in control of their lives.
Reviews of the evidence, compiled by the Harvard School of Public Health's Injury Control Research Center, have consistently found that when controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths.
After controlling for these factors, plus socioeconomic status and pre-pregnancy body mass index, the scientists found that male babies who were born small were 55 percent more likely than their normal weight peers to be infertile as adults.
"The novelty of our findings is that we showed that occupations within this sector are related to an increased risk of rheumatoid arthritis even after controlling for lifestyle-related factors including smoking, alcohol use, education and (obesity)," Ilar said by email.
After controlling for age, gender, population density, GDP per capita, and other factors—even humidity and wind speed—they found a "robust" connection between enjoying a balmy hometown temperature in childhood and being more agreeable and extraverted as an adult.
By including these additional indicators in the model, we could glean how much influence each had on the over-representation ratio while controlling for the others—critical in situations where the indicators themselves are correlated, like household income and college education.
After controlling for physical activity, hypertension, alcohol intake, diabetes and other factors, the researchers found high consumption of several types of flavonoids in men younger than 70 was associated with an 11 to 16 percent lowered risk for erectile dysfunction.
When examining 1,457 films produced in Europe between 2000 and 2010, and after controlling for the budget, studio size, critical reception, genre and fame of director, the authors found that adapted screenplays enjoyed a boost in global revenues of about 35%.
Even when controlling for different individual characteristics, the researchers found a strong correlation between Facebook users who had strong network connections in areas that had seen large housing-price increases and their interest in property investment in their own area.
They found that, after controlling for other factors, growing up in a city with water with a pH (a measure of acidity) of 26, versus a pH of 6.0, was associated with a five-point drop in the intelligence test.
In the aggregate, controlling for the same number of followers, a single Tweet by a Republican will be viewed as many times as a single Tweet by a Democrat, even after all filtering and algorithms have been applied by Twitter.
But after controlling for factors including grads' salaries, demographics and employer size, the relationship between retirement assets and outstanding student balances is not statistically significant, said study co-author Matthew S. Rutledge, research economist at the Center for Retirement Research.
After controlling for various selection effects, she finds that the children of married parents at age three do better on a standard picture vocabulary test (which might ask them to point to a drawing of a mouse or a laughing person).
Controlling for factors that may influence funding outcomes — like measures of startups' capital needs, quality, and age, as well as entrepreneurs' past experience — we discovered that the prevalence of prevention questions completely explained the relationship between entrepreneur gender and startup funding.
But even controlling for price changes for issues like demand or technical delays, some retailers still display different prices from person to person, said Christo Wilson, an assistant professor at Northeastern University in the College of Computer and Information Science.
This was true even when statistically controlling for factors such as total assets, fund strategy and several other variables that could have led more resourceful hedge funds to occupy expensive offices that are often found on higher levels of buildings.
"Importantly, when controlling for the association with the capacity of food banks to provide food we still observed that greater central government welfare cuts, sanctioning, and unemployment rates were significantly associated with higher rates of food parcel distribution," researchers concluded.
Dr. Maguen, who studied how killing during combat affects suicidal ideation in returning vets, found that "those who had killed were at much higher risk of suicide," even when controlling for factors like PTSD, depression and alcohol and drug abuse.
In the 2012 election, only one state fell more than 10 points from its expectation, after controlling for home state effects: West Virginia, which voted 20 points more Republican than the nation in 2008, and then 30 points more in 2012.
The team's findings—comparing the recent past to either the version of 2016 that happened or the hypothetical, better one, even controlling for things like population growth, increased employment, and roadway improvements—are none too favorable to Uber and its ilk.
Controlling for factors like smoking, exercise, income and marital status for the benefit of clean statistics may have ended up eradicating the very mechanisms by which happiness may improve health: quitting smoking, exercising, holding down a good job, staying married.
For example, a 245 study, led by a Boston University School of Public Health researcher, found that, after controlling for multiple variables, each percentage point increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate.
In one analysis, for instance, the researchers found states with AFP branches were about 30 percent more likely to curb public sector union rights — even controlling for outside factors, like the strength of that state's union and its ideological composition.
The deaths of multiple children at Sandy Hook Elementary School in 2012 inspired another wave of strict surveillance and restrictive security measures that, even after controlling for safety concerns, research found were more likely to be introduced in predominantly nonwhite schools.
They did this by asking their subjects if they agreed with statements like: What the researchers found is that after controlling for gender, age, education level, and ideology, NFC was strongly correlated with a willingness to spread hostile rumors online.
Regularly updated reviews of the evidence compiled by the Harvard School of Public Health's Injury Control Research Center have consistently found that when controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths.
For example, a 245 study led by a Boston University School of Public Health researcher found that, after controlling for multiple variables, each percentage point increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate.
Even after controlling for variables like ideology, education, party identification and dislike of Clinton, they found that believing a fake news story made people who voted for President Barack Obama in 2012 significantly less likely to vote for Clinton in 2016.
For example, a 2013 study, also published in the American Journal of Public Health, found that, after controlling for multiple variables, each percentage point increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate.
The more likely that people were to experience other cultures probably unfamiliar to them — through travel or food — the more likely they were to vote for Mr. Obama, even controlling for things like income, education, personality, racial attitudes and city living.
When controlling for changes in a state's economy and welfare policies, the researchers estimated that a $1 increase in the minimum wage corresponded with a 3.5 percent decrease in the suicide rate for those with a high school education or less.
After controlling for race, sex, body mass index, smoking, education, fish oil supplement use, duration of rheumatoid arthritis symptoms and other health and behavioral characteristics, they found the average disease activity score in each group declined as fish intake increased.
After controlling for age, a family history of Alzheimer's, the ApoE gene that increases Alzheimer's risk and other factors, they found that poor sleep quality, sleep problems and daytime sleepiness were associated with increased spinal fluid indicators of Alzheimer's disease.
In Republican-held congressional districts, the Democratic candidates who supported Medicare for all, for instance, fared as much as a net three points worse than those who did not, after controlling for other factors like recent presidential and congressional election results.
After controlling for age, ethnicity, family history of cancer and other factors, they found that women with a true negative screen were 36 percent more likely to return within three years for another screening than those who had a false positive.
After controlling for smoking, diabetes and other factors, the scientists found that those in the highest one-quarter of scores on pessimism were more than twice as likely to die of heart disease as those in the lowest one-quarter.
Similarly, the Boston Police Department's own analysis found that, after controlling for criminal history, gang affiliation, and violent crime areas, black people were 8 percent more likely to be repeatedly stopped and 12 percent more likely to be searched and frisked.
But in fact, a study Glantz conducted found that restaurants in areas with smoking bans turn out to be more profitable and more valuable than areas without bans, even after controlling for varying costs and food prices in different regions.
The survey asked five questions on how cohesive they felt their neighborhood was: Then McKay analyzed how people's answers differed based on the percentage of uninsured people in their neighborhood, after controlling for other factors that might affect these answers.
"At current levels and controlling for population growth, we're building roughly 21 homes for every 4.23,24.2 Americans – well below historic averages from the 210s and 2000s of about 4.2 homes per 1,000 residents," said Aaron Terrazas, senior economist at Zillow in Seattle.
Using millions of data points from the Census Bureau's annual American Community Survey, I found that, after controlling for differences in demographics and occupational choice, liberal arts majors earn only 2.4 percent less per hour than other college graduates with other degrees.
After controlling for age, sex, depression, diabetes, stroke, heart disease and the use of other medicines, they found that regular use of P.P.I.s increased the risk for dementia in men by 52 percent and in women by 42 percent, compared with nonusers.
Broadly speaking, studies have found that states with stricter gun control laws have fewer gun deaths, and places — not just states, but cities and countries, too — with fewer guns have less gun violence after controlling for socioeconomic variables and other types of crime.
But injuries to women stuck out: Females were 73% more likely than males to sustain a serious to fatal injury in a collision — even after controlling for the fact that women tend to be smaller and sit closer to the steering wheel.
A 2012 study of happiness among Australians, Britons and Germans between 1980 and 2010 found that after controlling for income, relationships, health and the fact that longitudinal panels may be biased, self-reported happiness was flat between the ages of 20 and 55.
After controlling for demographic factors such as age, income, race and education as well as the competitiveness of the election at hand, the authors found that for every ten days that a state allowed early voting, turnout decreased by 1 percentage point.
One paper, published in January by political scientists Brian Schaffner, Matthew MacWilliams, and Tatishe Nteta, found that voters' measures of sexism and racism correlated much more closely with support for Trump than economic dissatisfaction after controlling for factors like partisanship and political ideology.
What they found: People hospitalized with moderate to severe traumatic brain injury are 90% more likely to develop dementia than those with a mild TBI, even after controlling for socioeconomic status, which is a risk factor for both TBI and neurodegenerative disease.
Even after controlling for party identification, religion and age, there was a marked correlation with support for Mr Trump (see chart 2): 55% of voters who scored positively on our conspiracism index favoured him, compared with 45% of their less superstitious peers.
After controlling for differences in income, smoking, alcohol consumption, sleep duration and other health and behavioral characteristics, they found that for two of the three influenza strains contained in the vaccine, the response was significantly stronger in those vaccinated in the morning.
"The level of pre-treatment and controlling for that is something we want to be cognisant of, because we want to ensure we have a consistent set of baseline patients to evaluate," says Vas Narasimhan, global head of drug development at Novartis.
For each 2-inch increase in waist circumference, the risk of liver cancer increased by 8 percent, even after controlling for B.M.I. And those with Type 2 diabetes had more than double the risk of liver cancer, even among the non-obese.
After controlling for other factors, they found that a $1.18 increase in average price per pack was associated with a decline of 0.23 deaths per 1,33 babies in the first year of life and 0.16 deaths per 1,000 babies in the second year.
A study of juvenile transfers to adult courts found that black juveniles were nearly two and a half times as likely as white juveniles to be tried as adults even when controlling for factors like prior records and seriousness of the offense.
Beyond that, the risk of cardiovascular disease increased with B.M.I. With the four other measures of adiposity, the associations with cardiovascular disease risk were consistent even after controlling for other factors: As those measures increased, so did the risk for cardiovascular disease.
Another paper, published in January by political scientists Brian Schaffner, Matthew MacWilliams, and Tatishe Nteta, found that voters' measures of sexism and racism correlated much more closely with support for Trump than economic dissatisfaction after controlling for factors like partisanship and political ideology.
After controlling for other risk factors, they found that compared with those who had not had severe stress, those with any stress-related disorder were 36 percent more likely to have an autoimmune disease, and 29 percent more likely than their unstressed siblings.
Drawing on the American National Elections Study of 2016 voters and controlling for gender, education, income and region, she plotted a graph showing that white Republicans and Democrats who were the most worried about terrorism were less likely to vote for Hillary Clinton.
The paper looks at optimism and pessimism specifically: Among the poor, controlling for socio-demographic factors, blacks are by far the most optimistic cohort, and are close to three times more likely to be higher up on the optimism scale than poor whites.
But during marathons, it took an average of 4.4 minutes longer to get to the hospital, and even after controlling for age, race and many pre-existing medical conditions, the risk of dying within 30 days of hospitalization was 13.3 percent higher.
Even controlling for characteristics like a fund's style, size and risk level, the study revealed a constant disparity in fund pricing over time — and the risk of lower returns for those who buy pricier funds, because of the compounding effect of fees.
Dr. Gross pointed out a recent article in Maternal and Child Health Journal that found that, even controlling for mothers' health and income level, among other factors, use of WIC led to lower rates of preterm birth, low birth weights, and perinatal death.
After controlling for other health factors, the researchers found that compared with nonsmokers, those who smoked one to 10 cigarettes a day throughout their lives had a 50 percent increased risk of cardiovascular disease and six times the risk of respiratory disease.
After controlling for other health and lifestyle factors associated with the disorder, they found that compared with those in the lowest one-fifth for total red meat consumption, those in the highest one-fifth had a 58 percent increased risk for diverticulitis.
Another study, of State of the State speeches from 2006 to 2008 published in State and Local Government Review, found that female governors devoted much more attention to social welfare issues than male governors did, even after controlling for political and situational factors.
After controlling for age, sex, family history of diabetes, and many dietary and behavioral factors, researchers found that for each absolute increase of 10 percent in the weight of ultraprocessed food in the diet, the risk for diabetes increased by 13 percent.
A separate study, published last year by Brian Schaffner, Matthew MacWilliams, and Tatishe Nteta, found that voters' measures of sexism and racism correlated much more closely with support for Trump than economic dissatisfaction after controlling for factors like partisanship and political ideology.
Whether at the state or country level, reviews of the evidence by the Harvard School of Public Health's Injury Control Research Center have consistently found that places with more guns have more deaths after controlling for variables like socioeconomic factors and other crime.
"Multiple reviews of the research, including the Harvard Injury Control Research Center's aggregation of the evidence, have consistently found a correlation between gun ownership and gun deaths — including homicides, suicides, and accidental shootings — after controlling for other factors," German Lopez has written for Vox.
So controlling for the impact of demographics is helpful in telling the difference between a city whose kids test poorly because the schools serve a very deprived population and one whose kids are struggling for some reason we wouldn't predict based on their backgrounds.
"I was expecting that after controlling for these factors the association between cesarean birth and childhood obesity would completely disappear," said senior study author Dr. Jorge Chavarro, a public health and nutrition researcher at Brigham and Women's Hospital and Harvard Medical School in Boston.
After controlling for the forecasts' lead time and whether or not they were made during a recession, we find that even our relatively crude model can improve upon the Wall Street consensus for forecasts made more than a quarter in advance (see chart 2).
After controlling for external factors that Twitter does not control, such as the number of Tweets and the number of followers, there is no statistically significant difference between the number of times a Tweet by a Democrat is viewed versus a Tweet by a Republican.
For example, a 2013 study, led by a Boston University School of Public Health researcher, found that, after controlling for multiple variables, a 1 percent increase in gun ownership correlated with a roughly 0.9 percent rise in the firearm homicide rate at the state level.
In addition to studies that reveal racial disparities in police use of force, data collected by the Guardian and other news outlets like the Washington Post have shown that, when controlling for population, black Americans are more likely than whites to be shot by police.
After controlling for age, sex, education and other factors, the researchers found that compared with those who ate less seafood, ApoE4 carriers who had one seafood meal or more a week had lower densities of the amyloid plaques and neurofibrillary tangles typical of Alzheimer's disease.
Henrik Urdal of the Harvard Kennedy School looked at civil wars and insurgencies around the world between 2125 and 212, controlling for such things as how rich, democratic or recently violent countries were, and found that a "youth bulge" made them more strife-prone.
Jobs in the sector pay better than average, while often not requiring more than a high school degree — manufacturing jobs still pay 10.9% higher than those in the rest of the economy, when controlling for required education levels, according to the Economic Policy Institute.
One paper by economists Garrick Blalock, Vrinda Kadiyali, and Daniel Simon found that, controlling for other factors like weather and traffic, 9/303 provoked such a large decrease in air traffic and increase in driving that 327 more people died every month from road accidents.
One paper, published in January 2017 by political scientists Brian Schaffner, Matthew MacWilliams, and Tatishe Nteta, found that voters' measures of sexism and racism correlated much more closely with support for Trump than economic dissatisfaction after controlling for factors like partisanship and political ideology.
The Microsoft team built a computational model to look at how the deaths correlated with maternal smoking behavior, controlling for a variety of potential confounding factors — or other variables that might have explained the increases in sudden deaths — including race and mothers' education level.
After controlling for age, sex, body mass index, hypertension, diabetes, alcohol consumption and other health and behavioral characteristics, they found that people who had already been exposed to secondhand smoke at the start of the study had a 44 percent higher incidence of kidney disease.
After controlling for age, sex, smoking, family history of diabetes and many other factors, they found that statin use was associated with higher risk for insulin resistance and high blood sugar, and with a 38 percent increased risk for the development of Type 2 diabetes.
Mr. Charles, Mr. Guryan and Ms. Pan found that the results held even when controlling for age, education and migration patterns, which is to say, Americans historically tend to move to states close to their state of birth as adults, if they move at all.
Eight years ago, a study published in Science found that black researchers were 10 percentage points less likely than white ones to receive funding from the National Institutes of Health, even after controlling for factors like educational background, previous research awards and publication record.
After controlling for smoking, hypertension, diabetes, obesity and other characteristics, they found that drinking the equivalent of six ounces of wine, 17 ounces of beer or two ounces of whiskey a day for 10 years increased the relative risk of cancer by 5 percent.
"After controlling for a wide variety of sentencing factors, the Commission found that Black male offenders continued to receive longer sentences than similarly situated White male offenders, and that female offenders of all races received shorter sentences than White male offenders," reads the study's conclusion.
Research from the American Association of University Women has found that even during the first year out of college, for people with similar educations, there is a gender wage gap: Even controlling for demographic attributes that tend to affect earnings, AAUW found a 7 percent gap.
When Tax Foundation chief economist William McBride reviewed academic literature going back three decades, he found "the results consistently point to significant negative effects of taxes on economic growth even after controlling for various other factors such as government spending, business cycle conditions and monetary policy".
After controlling for other variables in both mother and child, they found that compared with those mothers who had folic acid levels in the highest three-quarters, those with levels in the lowest one-quarter had a 45 percent higher risk for obesity in their children.
The study finds that, even after controlling for the characteristics associated with growing wealth – including high incomes, large populations, growing stock market values, and low tax rates – Russia still had an unusually high number of billionaires in 2008; roughly twice as many as would be expected.
Researchers found that, when controlling for women who've had hysterectomies — in other words, excluding from the study women whose risk of cervical cancer has effectively been eliminated — death rates from cervical cancer rise for both white and black women, but far more dramatically for black women.
Controlling for a variety of social and demographic factors, researchers still found that participants who used social media more than two hours a day had twice the odds for perceived social isolation than their peers who spent fewer than 30 minutes a day on social media.
"It remains possible the association presented here could be the result of unidentified confounding factors, but it is promising that the association is maintained even when controlling for a wide range of socio-economic, demographic, health, social and behavioral factors," Fancourt told Reuters Health in an email.
After controlling for other diet components, hypertension, diabetes, smoking, alcohol intake and other factors, the researchers found that compared with those in the lowest one-fifth for fermented soy intake, those in the highest one-fifth had a 10 percent lower risk of death from any cause.
Working with Scott Beyer of the University of Wisconsin and Gerry Jensen of Creighton University, I published research in the Journal of Portfolio Management that showed that after controlling for Federal Reserve monetary policy, the party of the president was not a significant factor explaining equity returns.
After controlling for total energy intake, birth weight, ethnicity and other factors, a 6- to 8-ounce daily serving of 100 percent fruit juice was associated with a 0.087 unit average increase in B.M.I. z score in children 1 to 6 — equivalent to about 0.3 pounds.
Research from the American Association of University Women has found that even during the first year out of college for people with similar educations, there is a gender wage gap: Even controlling for demographic attributes that tend to affect earnings, AAUW found a 7 percent gap.
After controlling for maternal age, race, smoking, birth weight and many other factors, they found that compared with children living more than 1,000 meters away from a highway, those living within 500 meters were twice as likely to fail in the verbal and nonverbal communication domain.
After controlling for age, sex, education level and other factors, the researchers found that 46 percent of married people went to a doctor at the earliest stage of the disease, compared with 43 percent of the never married, 39 percent of the divorced, and 32 percent of the widowed.
Research compiled by the Harvard School of Public Health's Injury Control Research Center backs this up: After controlling for variables, such as socioeconomic factors and other crime, places with more guns have more gun deaths — not just homicides but also suicides, domestic violence, violence against police, and mass shootings.
Armed with a cache of annual state-level data on abortions, crime rates and other factors—including economic conditions, welfare payments, access to firearms and alcohol consumption—they seek to isolate the impact of abortion on violent crime, after controlling for other variables that also affect crime rates.
A study of pain-related visits to emergency departments between 1993 and 2005—a period that overlaps with the run-up to the crisis—shows that whites were substantially more likely to obtain an opioid prescription, even after controlling for the reported severity of pain and other factors.
After controlling for age, race, income and many medical and psychiatric diseases, they found that compared with those who had had no T.B.I., those with a mild T.B.I. had a 56 percent increased risk for Parkinson's disease; those with moderate to severe T.B.I. had an 83 percent increased risk.
She's researched the association between trauma outcomes and transport times, finding that if you were shot more than 5 miles away from a trauma center in Chicago, you were 23 percent more likely to die, even when controlling for race, insurance status, age, injury mechanism, and injury severity.
Controlling for other factors, our study showed that women are 25% less likely than men to look for a job online; 52% less likely than men to share controversial views online, and 20% less likely than men to use the Internet to find information related to their rights.
The study, which she conducted with Asaf Levanon, of the University of Haifa in Israel, and Paul Allison of the University of Pennsylvania, found that when women moved into occupations in large numbers, those jobs began paying less even after controlling for education, work experience, skills, race and geography.
After controlling for smoking, pregnancies, oral contraceptive use and other factors, they found that compared with women who had a body mass index of 18.5 to 22.4 (within the normal range), those with a B.M.I. under 18.5 at any age had a 30 percent increased risk of early menopause.
" Even when controlling for socioeconomic status, gestational age and other factors, he discovered that an increase of one standard deviation in the number of hours of television watched at age 1 "is associated with a 28 percent increase in the probability of having attentional problems at age 7.
Research compiled by the Harvard School of Public Health's Injury Control Research Center backs this up: After controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths — not just homicides but also suicides, domestic violence, violence against police, and mass shootings.
After controlling for race, gender, prior student achievement, and parental income and education, the authors found that the community college students who borrowed $1,999 or less in federal aid on average completed 15 percent fewer credits than those who borrowed more or those who didn't borrow at all.
After controlling for other factors, the scientists found that compared with those in the lowest one-quarter in blood levels of elaidic acid, those in the highest were 50 percent more likely to develop any form of dementia and 39 percent more likely to develop Alzheimer's disease in particular.
Both men and women living at less than 500 meters (7.53,640 feet) above sea level had a 5.1 and 3.9 times, respectively, higher odds of being obese compared with their counterparts living at 3,000 meters (9,800 feet) or greater above sea level, after controlling for demographics and lifestyle.
In the American National Election Survey (ANES) and the Collaborative Multiracial Post-election Survey (CMPS) black s most strongly opposed to Trump (relative to those who weren't) were the most likely to vote, even after controlling for a host of well-known factors proven to contribute to political mobilization.
A higher share of female legislators correlates with less military spending and less use of force in foreign policy, even after controlling for other explanations like partisanship, according to an analysis by researchers from Texas A&M University of data from 22 established democracies from 1970 to 2000.
But as criminologist Jeffrey Fagan found, even if you controlled for crime, minority New Yorkers were still disproportionately stopped: The percent Black population and the percent Hispanic population predict higher numbers of stops, controlling for the local crime rate and the social and economic characteristics of the precinct.
"After controlling for external factors that Twitter does not control, such as the number of tweets and the number of followers, there is no statistically significant difference between the number of times a tweet by a Democrat is viewed versus a tweet by a Republican," the company told Axios.
IQ may be particularly pertinent for the Darwin Awards: A study of more than a million Swedish men found that those with lower IQ scores as kids were more likely to get injured or die in accidents later in life, even after controlling for socioeconomic status, education and other factors.
After controlling for many health, diet and behavioral variables, the scientists found that compared with having less than two and a half servings (about one cup) of fruits and vegetables a day, having five and a half servings or more was associated with an 11 percent lower breast cancer risk.
After controlling for differences in socioeconomic background, he and his colleagues identified 0003 genetic variations that are over-represented in genes known to be important in neurological development, each of which is incontrovertibly more common in Europeans with more years of education than in Europeans with fewer years of education.
After controlling for age, sex, race and various chronic conditions, including rheumatoid arthritis, they found that more visits for bone and joint pain happened on dry days than wet ones — 6.39 percent for dry and 6.35 percent for wet days, a difference so small as to have no clinical significance.
These two issues — the numbers of guns and gun deaths — are linked: Reviews of the empirical research by the Harvard School of Public Health's Injury Control Research Center have consistently found that when controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths.
After controlling for physical and mental health history, age, sex, income and other factors, they found that a person with a stress disorder was 29 percent more likely to develop cardiovascular disease than a sibling without a stress disorder, and 37 percent more likely than those in the general population.
After controlling for pre-pregnancy weight and many other risk factors, they found that compared with mothers who gained the recommended weight, children of women who gained excess pounds were at higher risk for high blood pressure, high B.M.I. and elevated fasting insulin readings, all risk factors for cardiovascular disease.
After controlling for various health factors, including age, other skin cancers and the number of lifetime blistering sunburns, they found that compared with the one-fifth of people with the lowest intake of vitamin A, those in the highest one-fifth had a 17 percent reduced risk for squamous cell cancer.
Analyzing the scans of the students, Dr. Parkinson and her colleagues found strong concordance between blood flow patterns — a measure of neural activity — and the degree of friendship among the various participants, even after controlling for other factors that might explain similarities in neural responses, like ethnicity, religion or family income.
To get a sense of this impact, I have used data in the Current Population Survey to look at minimum wage workers as a group and calculate the pressure their wage gains have put on aggregate wage growth over time, controlling for compositional changes in the share of minimum wage work.
Led by Neven Caplar, a PhD student at ETH Zürich's Institute of Astronomy, the new research found that papers with male lead authors were cited 10 percent more frequently than papers led by women, even after controlling for non-gender-specific disparities such as seniority, team size, publication date, field, and academic institution.
The support for these types of policies is that, generally, the research shows more guns mean more gun violence: Whether at the state or country level, places with higher levels of gun ownership tend to have more deadly shootings, including homicides, suicides, domestic violence, and violence against police, after controlling for other factors.
In order to do this, we used this Democracy Fund data to predict 2017 Trump approval (as well as Republican and Democratic Party approval) based on 2011 feelings toward a number of party-linked groups, controlling for party and ideological identification in 2011, along with 2011 measures of socio-demographic variables (i.e.
In a logistic regression on players who made at least ten cuts in men's majors since 2001, the standard deviation of scores (which measures how variable they are) was positively associated with the probability of victory, after controlling for the player's overall average score to par and the size of the field.
According to a 2013 paper by Michael Siegel of Boston University and others published in the American Journal of Public Health, after controlling for other factors, a one-percentage-point rise in a state's level of gun ownership between 1981 and 2010 was associated with the murder rate from guns increasing by 0.9%.
The data would be much stronger if they showed a consistent strong correlation between thumb-sucking or nail-biting and allergies as well as asthma, after controlling for other known factors which affect these diseases, noted Dr. Purna Kashyap, a gastroenterologist at the Mayo Clinic who was not involved in the study.
Previous research has linked air pollution to preterm births even after controlling for other factors that often coincide with living in areas with bad air, such as poverty or tobacco smoke exposure, noted Dr. Bruce Lanphear, a researcher at Simon Fraser University in Burnaby, British Columbia who wasn't involved in the study.
Relative to other immigrants, people from those countries who have been in Europe for less than six years are 17 percentage points more likely to rely on benefits as their main source of income and 15 percentage points less likely to be employed, even after controlling for things like age, education and gender.
Reviews of the evidence compiled by the Harvard School of Public Health's Injury Control Research Center backs this up: After controlling for variables such as socioeconomic factors and other crime, places with more guns have more gun deaths — not just homicides but also suicides, domestic violence, violence against police, and mass shootings.
After controlling for smoking, diabetes, fasting glucose, cholesterol and many other factors, they found that compared with people who slept seven to eight hours a night, those who slept less than six hours were 27 percent more likely to be in the highest one-third for the amount of plaque in their arteries.
A study released last June by staff at Johns Hopkins University, modeling supply chains with the help of the Pittsburgh Supercomputing Center, found that drones, even controlling for some failures, could boost availability and reduce supply costs by up to one-fifth in areas like rural Madagascar—figures that may improve as drone tech develops.
My own research of the international humanitarian aid disbursements to states affected by conflicts from 85033 to 2009 confirms that despite the principled commitment to assist people in need equally, wherever they are, high levels of humanitarian aid appear to be disbursed because of strategic and political factors even after controlling for level of need.
Indeed, a study that will be published next month found that the escalating use of stimulants by the military in active duty soldiers, including those serving in Iraq and Afghanistan, was strongly correlated with an increase in the rates of PTSD, even when controlling for other factors, like the rate of attention deficit hyperactivity disorder.
A new working paper finds that after controlling for the long-term decline in crime and seasonality (teenage crime rates tend to fall in the summer as more go off on holiday), 14-year-old Danes were no less likely to make mischief after the change to the penal code than they were before.
Using a standard measure of mental stress and even after controlling for past histories of mental health, the researchers found that women who were denied an abortion experienced a spike in anxiety and a drop in self esteem and life satisfaction immediately after being turned away—noticeably more than the women who got their abortions.
Despite this greater number of impressions, after controlling for various factors such as the number of Tweets and the number of followers, and normalizing the followers' activity, we observed that there is no statistically significant difference between the number of times a Tweet by a Democrat is viewed versus a Tweet by a Republican.
After controlling for many health, behavioral and dietary characteristics, the researchers found that each additional daily 12-ounce serving of sugary drinks was associated with a 7 percent increased risk for death from any cause, a 5 percent increased risk for cancer death, and a 10 percent increased risk for death from cardiovascular disease.
But after controlling for these factors plus age, sex, the Apo E4 gene (which increases the risk for dementia) and late-life cognitive activity, the scientists found that compared with those in the lowest one-fifth for flavonol intake, those in the highest one-fifth had a 48 percent reduced risk for Alzheimer's disease.
The authors examined monthly data from all 50 states and Washington, D.C. from 353 to 2015 and found that after controlling for other factors, there was an estimated 6 percent decrease in the suicide rates for adults under 65 who do not have a college degree for every statewide $1 increase in the minimum wage.
Also, the Democratic lead isn't above 10 points in the average of polls (usually there is a reversion to the mean for very large leads.) Still, a shift necessary for the Republicans to keep control of the House is well within the margin of error, even after controlling for these two main sources of error.
They used a statistical technique called difference in differences, which, assuming certain conditions hold, allows researchers to detect the effects of a specific action — in this case, a state passing a medical marijuana law — while controlling for both other factors specific to each state and for overall national trends in fatal work injuries over time.
Then, after controlling for the age, race, sex and party identification of each voter in 20103,22010 polling places in the 213 general election, he found that 2397 percent of people voting in churches supported establishing a definition of marriage as between one man and one woman, while 81.5 percent did so in secular locations—a significant difference.
"Chronic heavy drinking was the most important modifiable risk factor for dementia onset in both genders and remained so after controlling for all known risk factors for dementia onset," said lead study author Dr. Michael Schwarzinger, chief executive officer of Translational Health Economics Network and a researcher at INSERM–Universite Paris Diderot, Sorbonne Paris Cite in France.
After controlling for maternal body mass index, age, breastfeeding duration, maternal smoking, maternal diabetes, timing of the introduction of solid foods and other factors, they found that compared with women who drank no diet beverages, those who drank, on average, one can of diet soda a day doubled the risk of having an overweight 1-year-old.
As a result, America suffers much more gun violence than other developed countries, as this chart from Tewksbury Lab shows: Tewksbury Lab The research on this point is clear: When there are more guns and gun owners, there are generally far more gun deaths, particularly after controlling for other factors such as socioeconomic variables and urbanization.
After controlling for age, sex, outdoor play and other factors that affect both vitamin D levels and weight, they found that children who drank one cup of whole milk per day had a vitamin D level comparable to that of children who drank 2.9 cups of 1 percent milk, but their body mass index was lower by 0.79 points.
Perhaps most intriguing, increased spending correlated with a widening of the achievement gap: The most consistent relationship between schooling characteristics and achievement gaps is the positive association between per pupil instructional expenditures and achievement gaps; in areas with greater spending, even after controlling for between state differences, achievement gaps tend to be larger than in those with lower spending.
Nicholas Carnes's research on occupational background and policymaking finds that lawmakers with a working-class background — a group that is even more underrepresented in politics than women — amass a voting record that is more supportive of labor market regulation and less pro-business than lawmakers with a white-collar background, even when controlling for party identity and constituency.
Houses of worship are more likely to be chosen as caucus locations when the county is religiously diverse More noteworthy is that after controlling for population size, absentee voting, and voter partisanship in the county (using the presidential vote share), there is a strong relationship between religious pluralism and choosing a church as a caucus site.
After controlling for changes in the value of a try (which was three points in 1950, but is five points today) he concludes that the Lions have typically been about ten points per game stronger—when compared to either a simple average of the two best British and Irish nations or a weighted average using the nationalities in the match-day squad.
The study appeared in Proceedings of the National Academy of Sciences After controlling for education, smoking, depression, alcohol consumption, diabetes and other characteristics, they found a lower score on the social integration index was associated with higher levels of C-reactive protein,a measure of general inflammation, and with higher blood pressure, higher body mass index and larger waist circumference.
The result, after controlling for various socioeconomic variables: In the 18 months after the tax increase, average per capita sales of spirits were 5.1% lower (p < 0.001), beer sales were 29% lower (p < 225), and wine sales were 22010% lower (p < 22) relative to what would have been expected from sales trends in the 2000 months prior to the tax increase.
But after controlling for these factors, as well as for age, race, physical activity, diet, sleep duration and other variables, they found that sleeping with lights on was independently associated with gaining 11 pounds or more, an increase of 10 percent or more in B.M.I., a 22 percent increased risk for being overweight and a 33 percent increased risk for obesity.
We have games with different endings, many of them—but how many amongst us will sit down for a full second playthrough of something like Mass Effect or The Witcher 3 with the express intent of seeing another outcome, especially if our first time through was the one that best reflected our ideal choices for the character we'd been controlling for tens of hours?
Once we settled on our topic, the longer we spent working, the more ideas we had about different avenues we could have taken the project down (incorporating differing levels of defense, controlling for close games versus blowouts, analyzing individual players' tendencies, etc.) and if we had an extra few hours, or even another day, we would have tried to incorporate some additional complexity into our project.
After controlling for many health, behavioral and socioeconomic factors, including the consumption of meat, green vegetables, fruits and nuts, they found that compared with those who consumed less than one five-ounce portion of mushrooms a week, those who consumed one to two portions had a 43 percent reduced risk for M.C.I. People who ate more than two portions had a 52 percent reduced risk.
Consider this chart, which shows that until the early 2000s, black Americans tended to suffer more drug overdose deaths when controlling for population — and now white Americans have taken the lead by far, due to the opioid epidemic: The trend is central to understanding why America's drug addiction treatment system remains woefully inadequate — to the point that as many as 90 percent of people with drug use disorders won't access it.
A new study from the National Bureau of Economic Research aims to add some solid numbers to the debate, looking at the historical effects of robots on employment in the US. Economists Daron Acemoglu and Pascual Restrepo studied the US labor market between 0.183 and 2007, looking at employment rates in different areas and industries while controlling for the influence of factors like increased imports from China and the offshoring of jobs.
"There probably is reverse causation, but one of the things that some of the longitudinal research suggests is that when you look at kids over time -- so controlling for baseline rates of misbehavior -- children who are disciplined with corporal punishment versus those who are not, who have the same kinds of behavior problems, show increases in behavior problems over time in a way that children who aren't disciplined that way don't," Ryan said.
After controlling for total calorie intake, smoking, alcohol consumption, body mass index and other factors, they found that compared with people who ate no chocolate, those who had one to three one-ounce servings a month had a 10 percent reduced relative risk for atrial fibrillation, those who ate one serving a week had a 17 percent reduced risk, and those who ate two to six a week had a 20 percent reduced risk.
In a novel study drawing on a restricted national database of school security measures and incidents, University of Florida law professor Jason P. Nance found that, in the wake of the Sandy Hook School shooting, schools were more likely to adopt stricter security measures if they had higher proportions of non-white students, even when controlling for other factors like poverty rates, instances of violence in the school, and local crime rates.
Studies have found that schools that tend to do this are much more likely to use the criminal justice system to punish students: After controlling for poverty, a report from the Justice Policy Institute found schools with school resource officers have nearly five times the rate of arrests for disorderly conduct as schools without school resource officers, even though the prevalence of school resource officers in schools has little relationship to reported crime rates.
To reach those conclusions, the study drew from a comparative model developed by UCLA to rule out confounding variables that, specific to New York, might be driving those increases: After controlling for a comprehensive set of factors, they find that a "exogenous" 266% increase in number of Airbnb listings in an area (which is to say, an increase that is not driven by other factors which would have increased rents anyway) predicts a 103% increase in long-term rents.
And the research has a very telling chart to prove it, showing that voters' measures of sexism and racism correlated much more closely with support for Trump than economic dissatisfaction after controlling for factors like partisanship and political ideology: As the paper acknowledges, clearly economic dissatisfaction was one factor — and in an election in which Trump essentially won by just 80,000 votes in three states, maybe that, along with issues like the opioid epidemic and poor health outcomes, was enough to put Trump over the top.
Report details: The report looks at health care spending trends in 23 states where Chase has retail branches, and it found a lot of variation, even after controlling for age and income differences: Highest average out-of-pocket spending: Colorado ($916), Utah ($906) Lowest average: California ($596), Michigan ($601) Highest average spending compared to income: Oklahoma (1.7%), Louisiana (1.7%) Lowest average: New Jersey (1%), New York (1%) Why it's happening: The report says it's likely due to differences in health care prices, insurance coverage, and how much people are using medical care — but demographics didn't matter.

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