From John Ray's shorter notes
February 10, 2018
Polluted air may pollute our morality
The study below took a lot of trouble to get things right but was defeated by reality, rather hilariously at times. Studies showing bad effects of air pollution are a dime a dozen and usually fail through failures of control, control for income particularly. In study I below, for instance, they controlled for a blizzard of potential confounds, including the biggies, education and income.
You get a shock about something being badly wrong with their conclusions when you look at their table of intercorrelations. With one minor exception, the correlations (Table 1) between pollution (composite) and crime are all less than .10. Their sample size is so large that statistical significance is irrelevant but such very low correlations would normally be dismissed as having no significance in any sense. They are effectively zero. Putting it another way, pollution explained only 5 thousandths of criminality -- not 5 percent, 5 thousandths. It was really rather unethical to report such negligible correlations as showing anything. They in fact showed that pollution has NOTHING to do with crime.
Their other studies used Mechanical Turk to get respondents and the population who take internet surveys is known to be biased in various ways and is probably also biased in ways unknown. It seems fairly clear, for instance that there is a strong liberal bias in that population, with all the unrealism and defensiveness that that implies. In any event it is not a representative sample of any specifiable population so allows no generalizations towards any population. It may not even be a representative sample of Mechanical Turk users, for all we know. Mechanical Turk users presumably pick and choose which surveys they will answer. So once again, the authors have proved nothing.
If they want to make any valid generalizations, they have to use a representative sample of some known population. I did in my research career. It is harder to do that than all the shortcut ways but otherwise you are just playing. Their conclusion that "The current findings have important implications for policymakers" is quite simply wrong and false. They prove nothing. The authors are all business school people. Does business school teach no sociology? They would have learnt some very needful lessons about sampling if it did
Exposure to air pollution, even imagining exposure to air pollution, may lead to unethical behavior, according to findings published in Psychological Science, a journal of the Association for Psychological Science. A combination of archival and experimental studies indicates that exposure to air pollution, either physically or mentally, is linked with unethical behavior such as crime and cheating. The experimental findings suggest that this association may be due, at least in part, to increased anxiety.
"This research reveals that air pollution may have potential ethical costs that go beyond its well-known toll on health and the environment," says behavioral scientist Jackson G. Lu of Columbia Business School, the first author of the research. "This is important because air pollution is a serious global issue that affects billions of people—even in the United States, about 142 million people still reside in counties with dangerously polluted air."
Previous studies have indicated that exposure to air pollution elevates individuals' feelings of anxiety. Anxiety is known to correlate with a range of unethical behaviors. Lu and colleagues hypothesized that pollution may ultimately increase criminal activity and unethical behavior by increasing anxiety.
In one study, the researchers examined air pollution and crime data for 9,360 US cities collected over a 9-year period. The air pollution data, maintained by the Environmental Protection Agency, included information about six major pollutants, including particulate matter, carbon monoxide, nitrogen dioxide, and sulfur dioxide. The crime data, maintained by the US Federal Bureau of Investigation, included information about offenses in seven major categories, including murder, aggravated assault, and robbery.
The researchers found that cities with higher levels of air pollution also tended to have higher levels of crime. This association held even after the researchers accounted for other potential factors, including total population, number of law enforcement employees, median age, gender distribution, race distribution, poverty rate, unemployment rate, unobserved heterogeneity among cities (e.g., city area, legal system), and unobserved time-varying effects (e.g., macroeconomic conditions).
To establish a direct, causal link between the experience of air pollution and unethical behavior, the researchers also conducted a series of experiments. Because they could not randomly assign participants to physically experience different levels of air pollution, the researchers manipulated whether participants imagined experiencing air pollution.
In one experiment, 256 participants saw a photo featuring either a polluted scene or a clean scene. They imagined living in that location and reflected on how they would feel as they walked around and breathed the air.
On a supposedly unrelated task, they saw a set of cue words (e.g., sore, shoulder, sweat) and had to identify another word that was linked with each of the cue words (e.g., cold); each correct answer earned them $0.50. Due to a supposed computer glitch, the correct answer popped up if the participants hovered their mouse over the answer box, which the researchers asked them not to do. Unbeknownst to the participants, the researchers recorded how many times the participants peeked at the answer.
Polluted air may pollute our morality
Participants assigned to the "nonpolluted" condition saw a collage of photos showing nonpolluted scenes taken in Beijing, China. They saw this collage as they wrote a diary entry describing what it would be like to live in the location …more
The results showed that participants who thought about living in a polluted area cheated more often than did those who thought about living in a clean area.
In two additional experiments, participants saw photos of either polluted or clean scenes taken in the exact same locations in Beijing, and they wrote about what it would be like to live there. Independent coders rated the essays according to how much anxiety the participants expressed.
In one of the experiments conducted with university students in the US, the researchers measured how often participants cheated in reporting the outcome of a die roll; in the other experiment with adults in India, they measured participants' willingness to use unethical negotiation strategies.
Again, participants who wrote about living in a polluted location engaged in more unethical behavior than did those who wrote about living in a clean location; they also expressed more anxiety in their writing. As the researchers hypothesized, anxiety level mediated the link between imagining exposure to air pollution and unethical behavior.
Together, the archival and experimental findings suggest that exposure to air pollution, whether physical or mental, is linked with transgressive behavior through increased levels of anxiety.
Lu and colleagues note that there may be other mechanisms besides anxiety that link air pollution and unethical behavior. They also acknowledge that imagining experiencing air pollution is not equivalent to experiencing actual air pollution. They highlight these limitations as avenues for further research.
Ultimately, the research reveals another pathway through which a person's surroundings can affect his or her behavior:
"Our findings suggest that air pollution not only corrupts people's health, but also can contaminate their morality," Lu concludes.
Polluted Morality: Air Pollution Predicts Criminal Activity and Unethical Behavior
Jackson G. Lu, Julia J. Lee, Francesca Gino, ...
Air pollution is a serious problem that affects billions of people globally. Although the environmental and health costs of air pollution are well known, the present research investigates its ethical costs. We propose that air pollution can increase criminal and unethical behavior by increasing anxiety. Analyses of a 9-year panel of 9,360 U.S. cities found that air pollution predicted six major categories of crime; these analyses accounted for a comprehensive set of control variables (e.g., city and year fixed effects, population, law enforcement) and survived various robustness checks (e.g., balanced panel, nonparametric bootstrapped standard errors). Three subsequent experiments involving American and Indian participants established the causal effect of psychologically experiencing a polluted (vs. clean) environment on unethical behavior. Consistent with our theoretical perspective, results revealed that anxiety mediated this effect. Air pollution not only corrupts people’s health, but also can contaminate their morality.
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