Culture and Identity‐Protective Cognition: Explaining the White‐Male Effect in Risk Perception
Open accessAbstract
Why do white men fear various risks less than women and minorities? Known as the “white‐male effect,” this pattern is well documented but poorly understood. This article proposes a new explanation: identity‐protective cognition. Putting work on the cultural theory of risk together with work on motivated cognition in social psychology suggests that individuals selectively credit and dismiss asserted dangers in a manner supportive of their cultural identities. This dynamic, it is hypothesized, drives the white‐male effect, which reflects the risk skepticism that hierarchical and individualistic white males display when activities integral to their cultural identities are challenged as harmful. The article presents the results of an 1,800‐person study that confirmed that cultural worldviews interact with the impact of gender and race on risk perception in patterns that suggest cultural‐identity‐protective cognition. It also discusses the implications of these findings for risk regulation and communication.
AI snapshot
Written from the paper’s full text.
TL;DR
The paper proposes identity-protective cognition to explain the “white male effect” in risk perception: cultural worldviews shape risk assessments in ways that defend identities. In a 1,844-person U.S. survey, cultural worldviews strongly predicted environmental, gun, and abortion risk perceptions, and the white-male effect was culture-specific, largely attributable to hierarchical and individualistic white men.
Key findings
- The sample displayed the conventional white-male effect: white males were significantly less concerned about each risk evaluated. In Table 1, for example, hierarchical white males versus everyone else scored 2.66 vs. 3.02 on environmental risk, 2.13 vs. 2.47 on gun risk, and 2.61 vs. 2.92 on abortion risk.
- Cultural worldviews strongly predicted risk perceptions. For environmental risks, adding Individualism and Hierarchy increased explanatory power by about 20%; Hierarchy had the largest single effect, and the combined worldview variables explained over nine times as much variance as education and over three times as much as gender. For gun risks, worldview measures increased explanatory power by over 50% and combined explained almost 5 times as much variance as gender, 34 times as much as education, and 17 times as much as rural residence. For abortion risks, hierarchical worldview predicted greater concern and individualistic worldview predicted less; cultural scales added about 10% explanatory power and had a combined effect nearly five times that of education and almost double that of party affiliation and ideology combined.
- The white-male effect was culture-specific. Differences between white males and others were pronounced among hierarchical respondents for each risk and among individualists for every risk but abortion; they were muted or nonsignificant among egalitarian and communitarian respondents for gun and abortion risks. In environmental regressions, adding a “Hierarchical White Male” dummy made Female, Black, and Other Minority nonsignificant, confirming the white-male effect was attributable entirely to hierarchical white males. In gun regressions, the Female coefficient became nonsignificant after adding hierarchical and individualistic white-male dummies. In abortion regressions, adding a “Hierarchical White Female” dummy made Female nonsignificant.
- Anomalous finding: being African-American remained a significant predictor of greater abortion-risk concern even after cultural worldviews were controlled for; the paper calls its explanation conjectural and says it merits additional investigation.
Methods
- Nationwide random-digit-dial telephone survey conducted June–September 2004 with 1,844 U.S. residents aged 18 or older, including an oversample of 242 African-Americans. Sample included 519 white male, 707 white female, 153 black male, and 254 black female subjects; mean age was 39; average household income was between $40,000 and $50,000; average interview length was about 21 minutes; response rate was 42% and cooperation rate 59%.
- Cultural worldviews were measured with 32 items forming Communitarianism-Individualism (α = .77) and Egalitarianism-Hierarchy (α = .81) scales. Risk perceptions were measured for environmental risks (α = .72), gun risks (α = .83), and abortion risk via agreement with “Women who get abortions are putting their health in danger.” Other measures included demographics, sensation-seeking, religion, political ideology, and party affiliation.
- Analysis used group means and multivariate regressions with interaction terms and dummy variables for cultural-demographic groups. Missing data were imputed through multiple imputation with Stata’s MICE module, generating five imputed data sets. The sample had sufficient power to detect small effects (e.g., r = .10) at p = .01 in anticipated multivariate regressions.
Limitations
- The paper states its proof is “admittedly indirect” and calls for future experimental methods to corroborate the findings. It also says the mode of proof does not rule out alternative or supplemental mechanisms, including affect, biased assimilation, availability bias, and in-group/out-group dynamics such as naïve realism, reactive devaluation, and group polarization.
- The paper describes the African-American abortion-risk finding as the primary anomalous result and says its proposed explanation is “obviously conjectural” and merits additional investigation.
- Evident from the text: the study is a cross-sectional telephone survey with a 42% response rate and 59% cooperation rate, relying on self-reported attitudes; the African-American oversample was excluded from the Table 1 analysis to avoid overweighting African-Americans relative to white women and other minorities.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
1 of 24 cited sources checked · 1 supported · 0 flagged
- Findingown data
Individuals are disposed selectively to accept or dismiss risk claims in a manner that expresses their cultural values.
“We find that individuals are disposed selectively to accept or dismiss risk claims in a manner that expresses their cultural values.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The distribution of risk perceptions across persons can yield insight about the formation of those perceptions.
- Findingown data
The significance of Female_x_Hierarchy shows an interaction between gender and the grid or Egalitarianism-Hierarchy dimension of worldview.
“The significance of Female_x_Hierarchy shows that there was an interaction between gender and the grid or Egalitarianism-Hierarchy dimension of worldview.”
Quote in the paperSubstantial claim - Findingown data
When risk perceptions were examined for groups defined by combinations of demographic characteristics and cultural worldviews, the white male effect was highly culture specific.
“When risk-perceptions were examined for groups defined by combinations of demographic characteristics and cultural worldviews, the “white male effect” turned out to be highly culture specific (Table 1, Figure 4).”
Quote in the paperSubstantial claim - Findingown data
The relative concerns of white females and male and female nonwhites varied across risks.
“The relative concerns of white females and male and female nonwhites varied across risks.”
Quote in the paperNot a substantial claim - Findingown data
The significant influence of being African-American on environmental risk perception disappeared once cultural orientation was taken into account.
“Indeed, the significant influence of being African-American on risk perception disappeared once cultural orientation was taken into account.”
Quote in the paperSubstantial claim
- Findingown data
Gender remained a significant predictor of environmental risk perception after cultural worldviews were taken into account.
“Gender remained a significant predictor after cultural worldviews were taken into account.”
Quote in the paperSubstantial claim - Findingcitation
Women discounted environmental risk less than men as their respective orientations became more hierarchical.
“Rather, as the positive coefficient associated with Female_x_Hierarchy conveys (Aiken & West, 1991;Jaccard & Potter, 1998), women discounted environmental risk less than men as their respective orientations became more hierarchical.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Aiken & West, 1991
- cites Jaccard & Potter, 1998
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
For individualists, differences in the perceptions of white males and others were pronounced for every risk but abortion.
“For individualists, differences in the perceptions of white males and others were pronounced for evey risk but abortion.”
Quote in the paperSubstantial claim - Findingown data
The difference between the mean risk perceptions of white men and those of white females and minorities was pronounced among persons subscribing to hierarchical worldviews for each risk examined.
“The difference between the mean risk perceptions of white men those of white females and minorities was pronounced among persons subscribing to hierarchical worldviews for each of the risks examined.”
Quote in the paperSubstantial claim - Findingown data
The 1,800-person study confirmed that cultural worldviews interact with the impact of gender and race on risk perception in patterns that suggest cultural-identity-protective cognition.
“The article presents the results of an 1,800-person study that confirmed that cultural worldviews interact with the impact of gender and race on risk perception in patterns that suggest cultural-identity-protective cognition.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The distribution of risk perceptions across persons can yield insight about the formation of those perceptions.
- Findingown data
The nonsignificance of Female_x_Individualism suggests that the impact of a progressively individualistic worldview on environmental risk perception cannot be confidently said to differ by gender.
“Consistent with our hypothesis, the nonsignificance of Fe-male_x_Individualism suggests that the impact of a progressively individualistic worldview on environmental risk perception cannot be confidently said to differ by gender.”
Quote in the paperSubstantial claim - Findingown data
In the sample, white males were significantly less concerned about each risk evaluated in the study.
“Our sample displayed the conventional “white male effect” (Figure 2).White males were significantly less concerned about each risk evaluated in the study.”
Quote in the paperSubstantial claim - Findingown data
Adding Individualism and Hierarchy increased the explanatory power of Model 2 by approximately 20%.
“Adding Individualism and Hierarchy increased the explanatory power of Model 2 by approximately 20%.”
Quote in the paperSubstantial claim - Findingown data
Variance along the Egalitarianism-Hierarchy dimension of worldview did not exert the same influence on men's and women's respective perceptions of environmental risk.
“In other words, variance along this dimension of worldview did not exert the same influence on men's and women's respective perceptions of environmental risk.”
Quote in the paperSubstantial claim - Findingown data
Together the worldview measures increased the explanatory power of Model 2 by over 50%.
“Together the worldview measures increased the explanatory power of Model 2 by over 50%.”
Quote in the paperSubstantial claim - Findingown data
Being Jewish or Catholic predicted the perception that guns are dangerous.
“and race both predicted the perception that guns are dangerous, as did being Jewish or Catholic, and degree of education, whereas both residing in an rural (as opposed an urban) environment and a taste for risk-taking predicted the perception that guns are safe.”
Quote in the paperNot a substantial claim - Findingown data
Female_x_Hierarchy was statistically significant, confirming that gender interacted with the grid or Egalitarianism-Hierarchy dimension of worldview.
“As shown in Model 3, Female_x_Hierarchy was statistically significant, confirming that gender interacted with the grid or Egalitarianism-Hierarchy dimension of worldview.”
Quote in the paperSubstantial claim - Findingown data
These effects were large relative to other individual characteristics that might bear on risk perception, including other group affiliations such as political party affiliation and religion.
“These effects were all large, moreover, relative to that of other individual characteristics that might be thought to bear on risk perception, including other group affiliations (such as political party affiliation and religion)”
Quote in the paperSubstantial claim - Findingown data
In the final regression, Female was nonsignificant.
“As the table shows, Female was nonsignificant.”
Quote in the paperSubstantial claim - Findingown data
Variation along the Hierarchy-Egalitarian dimension of cultural worldview affects white women more dramatically than it does white men or African-American men or women.
“Figure 7 illustrates the nature of this effect: variation along the Hierarchy-Egalitarian dimension of cultural worldview affects white women more dramatically than it does white men or African-American men or women.”
Quote in the paperSubstantial claim - Findingown data
Residing in a rural (as opposed to urban) environment predicted the perception that guns are safe.
“and race both predicted the perception that guns are dangerous, as did being Jewish or Catholic, and degree of education, whereas both residing in an rural (as opposed an urban) environment and a taste for risk-taking predicted the perception that guns are safe.”
Quote in the paperNot a substantial claim - Findingreasoning
Women and minorities are more fearful of various risks.
“Women and minorities are more fearful of various risks.”
Quote in the paperSubstantial claim - Findingown data
Race predicted the perception that guns are dangerous.
“and race both predicted the perception that guns are dangerous, as did being Jewish or Catholic, and degree of education, whereas both residing in an rural (as opposed an urban) environment and a taste for risk-taking predicted the perception that guns are safe.”
Quote in the paperNot a substantial claim - Findingreasoning
Hierarchy more powerfully disposed white women to perceive danger in abortion.
“Hierarchy more powerfully disposed white women to perceive danger in abortion.”
Quote in the paperSubstantial claim - Findingown data
The sign for being African-American flipped, indicating that being African-American weakly predicted the perception that guns are safe once cultural orientation was taken into account.
“However, its sign had flipped, indicating that being African-American weakly predicted the perception that guns are safe once cultural orientation was taken into account.”
Quote in the paperSubstantial claim - Findingown data
Model 4 discloses a borderline significant (p = .07) three-way interaction: Female_x_Hierarchy_x_Black.
“Model 4 discloses a borderline significant (p = .07)three-way interaction: Fe-male_x_Hierarchy_x_Black.”
Quote in the paperNot a substantial claim - Findingown data
The coefficient for Female_x_Individualism is nonsignificant (p = .314).
“Consistent with this hypothesis, the coefficient for Female_x_Individualism is nonsignificant (p = .314).”
Quote in the paperSubstantial claim - Findingown data
The primary anomalous finding was the strong relationship between race and abortion risk perception.
“The primary anomalous finding was the strong relationship between race and abortion risk perception.”
Quote in the paperSubstantial claim - Findingown data
When cultural orientations were controlled for, being African-American no longer displayed greater apprehension about either environmental risks or gun risks.
“When cultural orientations were controlled for, being African-American no longer displayed greater apprehension about either environmental risks or gun risks.”
Quote in the paperSubstantial claim - Findingown data
Being African-American reemerged as a weak but significant influence in Model 4.
“Intriguingly, being African-American reemerged as a weak but significant influence in Model 4.”
Quote in the paperSubstantial claim - Findingown data
The positive coefficient indicated that as their respective worldviews became more hierarchical, female respondents became more concerned about abortion risks than did male respondents.
“The positive coefficient associated with that variable indicated that as their respective worldviews became more hierarchical, female respondents became more concerned about abortion risks than did male respondents.”
Quote in the paperSubstantial claim - Findingown data
Degree of education predicted the perception that guns are dangerous.
“and race both predicted the perception that guns are dangerous, as did being Jewish or Catholic, and degree of education, whereas both residing in an rural (as opposed an urban) environment and a taste for risk-taking predicted the perception that guns are safe.”
Quote in the paperNot a substantial claim - Findingreasoning
The respondents inclined to see guns as safest of all were hierarchical and individualistic white men.
“The respondents inclined to see guns as safest of all were hierarchical and individualistic white men.”
Quote in the paperSubstantial claim - Findingown data
Each type of risk perception had the hypothesized relationship with cultural worldviews.
“Each type of risk perception had the hypothesized relationship with cultural worldviews.”
Quote in the paperSubstantial claim - Findingown data
The effects of political ideology and party affiliation completely subsumed the effects associated with race in Model 1.
“Indeed, the effect sizes of these variables were relatively large and completely subsumed the effects associated with race in Model 1.”
Quote in the paperNot a substantial claim - Findingown data
Democratic party affiliation predicted the belief that guns are dangerous.
“Model 2 adds political ideology and party affiliation: not surprisingly, conservatism predicted the belief that guns are safe, while Democratic party affiliation predicted the belief that guns are dangerous.”
Quote in the paperSubstantial claim - Findingown data
In Model 6 of Table 3, the coefficient for Female is nonsignificant.
“The coefficient for Female is nonsignificant.”
Quote in the paperSubstantial claim - Findingown data
A taste for risk-taking predicted the perception that guns are safe.
“and race both predicted the perception that guns are dangerous, as did being Jewish or Catholic, and degree of education, whereas both residing in an rural (as opposed an urban) environment and a taste for risk-taking predicted the perception that guns are safe.”
Quote in the paperNot a substantial claim - Findingown data
Conservatism predicted the belief that guns are safe.
“Model 2 adds political ideology and party affiliation: not surprisingly, conservatism predicted the belief that guns are safe, while Democratic party affiliation predicted the belief that guns are dangerous.”
Quote in the paperSubstantial claim - Findingown data
In abortion-risk regression Model 2, respondents became more concerned about abortion risks as their worldviews became more hierarchical.
“Consistent with our hypotheses, Model 2 shows that respondents became more concerned about abortion risks as their worldviews became more hierarchical, and less concerned as their worldviews became more individualistic.”
Quote in the paperSubstantial claim - Findingcitation
Relative to Protestantism, Catholicism did not significantly predict greater perception of abortion risk.
“(Not surprisingly (Sullins, 1999), relative to Protestantism Catholicism did not significantly predict greater perception of abortion risk.).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Sullins, 1999 source
- Findingown data
In abortion-risk regression Model 2, respondents became less concerned about abortion risks as their worldviews became more individualistic.
“Consistent with our hypotheses, Model 2 shows that respondents became more concerned about abortion risks as their worldviews became more hierarchical, and less concerned as their worldviews became more individualistic.”
Quote in the paperSubstantial claim - Findingown data
The cultural orientation scales added approximately 10% to the explanatory power of the model.
“Together, the cultural orientation scales added approximately 10% to the explanatory power of the model.”
Quote in the paperSubstantial claim - Interpretationown data
The environmental risk regression results are consistent with the hypothesized influence of identity-protective cognition on environmental risk perceptions.
“These results are consistent with the hypothesized influence of identityprotective cognition on environmental risk perceptions.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Premisecitation
The motivational effect of group membership on information processing is most easily explained by individuals having a profound emotional and psychic investment in seeing their group's beliefs confirmed.
“The motivational effect of group membership on information processing is most easily explained by the inference that individuals do have a profound emotional and psychic investment in seeing their groups beliefs confirmed (Giner-Sorolla & Chaiken, 1997;Chen, Duckworth & Chaiken, 1999).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Giner-Sorolla & Chaiken, 1997
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Chen, Duckworth & Chaiken, 1999 source
- Interpretationreasoning
Other groups, including women and African Americans as well as white men holding egalitarian and communitarian worldviews, also face cultural-identity threats that generate distinctive patterns of risk perception.
“Other groups, including women and African Americans as well as white men holding egalitarian and communitarian worldviews, also face cultural-identity threats that generate distinctive patterns of risk perception.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The distribution of risk perceptions across persons can yield insight about the formation of those perceptions.
- Interpretationown data
The observed pattern of cultural effects conformed to the anticipated influence of group-grid cultural dispositions.
“This pattern, too, conformed to the anticipated influence of group-grid cultural dispositions.”
Quote in the paperSubstantial claim - Interpretationreasoning
Race variance in environmental risk perceptions was attributable to the disproportionately egalitarian and communitarian worldviews of African-Americans.
“In other words, race variance in environmental risk perceptions was attributable to the disproportionately egalitarian and communitarian worldviews of African-Americans.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
The white male effect for environmental risks observed in the sample as a whole was attributable in its entirety to the extreme risk skepticism that hierarchical commitments induce in white males.
“This result confirms that the white male effect for environmental risks observed in the sample as a whole was, as hypothesized, attributable in its entirety to the extreme risk skepticism that hierarchical commitments induce in white males.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationcitation
Identity-protective cognition supplies cultural theory with a psychological mechanism rooted in individuals' perceptions of their own interests.
“By supplying a psychological mechanism rooted in individuals' perceptions of their own interests, identityprotective cognition extricates cultural theory from the well known difficulties that plague functionalist accounts (Boudon, 1998;Balkin, 1998, pp. 176-80).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Boudon, 1998 source
- cites Balkin, 1998
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Variance in risk perceptions across persons, and across race and gender, reflects motivated cognition through which people deflect threats to identities and roles by virtue of contested cultural norms.
“We propose that variance in risk perceptions-across persons generally, and across race and gender in particular⎯reflects a form of motivated cognition through which people seek to deflect threats to identities they hold, and roles they occupy, by virtue of contested cultural norms.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The insensitivity to risk reflected in the white male effect is a defensive response to a form of cultural identity threat that afflicts hierarchical and individualistic white males.
“The insensitivity to risk reflected in the white male effect can thus be seen as a defensive response to a form of cultural identity threat that afflicts hierarchical and individualistic white males.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The distribution of risk perceptions across persons can yield insight about the formation of those perceptions.
- Study design and conductcitation
The sample of 1,844 respondents had sufficient statistical power to detect small effect sizes (r = .10) at a significance criterion of .01 in all anticipated multivariate regression analyses.
“Our sample of 1,844 respondents had sufficient statistical power to detect small effect sizes (e.g., r = .10)at a significance criterion of .01 in all anticipated multivariate regression analyses (Cohen, 1988).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cohen, 1988
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Similar dynamics explain gender and race disparities in risk perception.
“Similar dynamics explain gender and race disparities in risk perception.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
Fear discriminates in a more even-handed way than had been previously realized.
“But it does so in a more even-handed way than had been previously realized.”
Quote in the paperSubstantial claim - Interpretationreasoning
Where the activities associated with risks are conspicuously emblematic of one cultural worldview or another, identity-protective cognition will induce individuals to credit or dismiss scientific information depending on its congeniality to their cultural norms.
“Where the activities associated with those risks are conspicuously emblematic of one cultural worldview or another, identity-protective cognition will induce individuals to credit or dismiss scientific information depending on its congeniality to their cultural norms.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
All of the gender and race variance with respect to environmental risk attitude was attributable to hierarchical white men.
“All of the gender and race variance with respect to this attitude, we found, was attributable to hierarchical white men.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
Being male predicts less fear of gun risks conditional on holding either a hierarchical or an individualistic worldview.
“Similarly, being male predicts less fear of gun risks conditional on holding either a hierarchical or an individualistic worldview.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Premisecitation
Researchers have shown that individuals who are either personally affirmed or exposed to group-affirming stimuli thereafter display less bias when processing information that is contrary to beliefs dominantly held by their peers.
“Researchers have shown that individuals who are either personally affirmed or exposed to group-affirming stimuli thereafter display less bias when processing information that is contrary to beliefs dominantly held by their peers (Cohen, 2000;Sherman & Cohen, 2002;Cohen et al., in press).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
Because individualistic norms treat commercial and professional roles as status-enhancing for both men and women, an individualistic orientation disposed respondents to risk skepticism without regard to gender.
“But as we hypothesized, because individualistic norms treat commercial and professional roles as status-enhancing for both men and women, an individualistic orientation disposed respondents to risk skepticism without regard to gender.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
The influence of gender on both environmental and abortion-risk concerns is conditional on holding a relatively hierarchical outlook.
“The influence of gender on both en-vironmental and abortion-risk concerns is conditional on holding a relatively hierarchical outlook.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Premisecitation
As surmised by Douglas and Wildavsky, individuals tend to conform their view of the risks of putatively dangerous activities-commerce and technology, guns, abortion-to their cultural evaluations of them.
“As surmised by Douglas and Wildavsky (1982), individuals tend to conform their view of the risks of putatively dangerous activities ⎯ commerce and technology, guns, abortion ⎯ to their cultural evaluations of them.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Douglas and Wildavsky (1982)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The relationship between cultural worldviews and risk perceptions blurs the line between public assessments of the risks and benefits of putatively dangerous activities.
“To start, the relationship between cultural worldviews and risk perceptions blurs the line between public assessments of the “risks” and “benefits” of putatively dangerous activities.”
Quote in the paperSubstantial claim - Interpretationreasoning
The impact of cultural worldviews is consistent with the hypothesized relationship between risk perception and cultural-identity-protective cognition.
“The impact of cultural worldviews is consistent with the hypothesized relationship between risk perception and cultural-identity-protective cognition.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
The results strongly suggest that the white male effect can be explained as a form of motivated cognition aimed at protecting identities individuals form through their commitment to cultural norms.
“The results strongly suggest that it can.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
Fear discriminates.
“Fear does discriminate.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Hierarchical women are less threatened, and thus less risk skeptical, because their identity is tied to domestic roles.
“Hierarchical women are less threatened, and thus less risk skeptical, because their identity is tied to domestic roles.”
Quote in the paperSubstantial claim - Interpretationown data
Increasing hierarchical and individualistic worldviews induce greater risk-skepticism in white males than in either white women or male or female nonwhites.
“In other words (or simply in words), these results show, consistent with our hypotheses, that increasing hierarchical and individualistic worldviews induce greater risk-skepticism in white males than in either white women or male or female nonwhites.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
Gender affects risk perception only in conjunction with particular worldviews.
“Gender affects risk perception only in conjunction with particular worldviews.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
Men and women, whites and minorities, form distinct attitudes toward risk in a manner that protects from interference the activities on which their identities depend.
“Accordingly, men and women, whites and minorities, form distinct attitudes toward risk in a manner that protects from interference the activities on which their identities depends.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationcitation
The extreme risk skepticism of hierarchical white men makes sense under the cultural theory of risk perception because their identity is threatened by the indictment of societal and governmental elites implicit in the claim that commerce is hazardous.
“Their extreme risk skepticism makes sense under the cultural theory of risk perception, since their identity is threatened by the indictment of societal and governmental elites implicit in the claim that commerce is hazardous (Douglas & Wildavsky, 1982).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Douglas & Wildavsky, 1982
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
All of the gender-related variance in the sample was attributable to the extreme risk sensitivity associated with being a white female Hierarch.
“This result, consistent with our hypothesis, confirms that all of the gender-related variance in the sample was attributable to the extreme risk sensitivity associated with being a white female Hierarch.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
The abortion-risk result is consistent with the hypothesis that identity-protective concerns would induce abortion risk-concern in particular among hierarchical women.
“This result is consistent with the hypothesis that identity-protective concerns would induce abortion risk-concern in particular among hierarchical women.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
The difference between African-Americans and whites overall derived from the disproportionate commitment of African-Americans to egalitarian and communitarian worldviews.
“Because it stands the effect of Black observed in Model 1 on its head, this result strikingly confirms that the difference between African-Americans and whites overall derived from the disproportionate commitment of African-Americans to egalitarian and communitarian worldviews.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
Identity-protective cognition plausibly explains the white male effect for environmental risk perception.
“Identity-protective cognition also plausibly explains the white male effect for environmental risk perception.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
Assertions of environmental risk should pose an identity challenge to relatively individualistic persons, who equate success in the market with personal virtue.
“Assertions of environmental risk should pose an identity challenge to relatively individualistic persons, who equate success in the market with personal virtue.”
Quote in the paperSubstantial claim - Interpretationown data
Demographic variance in risk perceptions grew out of cultural variance.
“Demographic variance in risk perceptions, we found, grew out of cultural variance.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
Racial disparities were highly dependent on culture.
“Racial disparities were also highly dependent on culture.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
The study supported its central hypotheses by presenting evidence that risk perceptions are distributed across persons in patterns most convincingly explained by cultural-identity-protective cognition.
“We have supported our central hypotheses by presenting evidence that risk perceptions are distributed across persons in patterns that are most convincingly explained by cultural-identity-protective cognition.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
The influence of cultural worldviews on risk perception demonstrates that it would be a profound mistake to assume that the simple ascertainment and dissemination of empirical truth will lead to public enlightenment on various societal and personal risks.
“The influence of cultural worldviews on risk perception demonstrates that it would be a profound mistake to assume that the simple ascertainment and dissemination of empirical truth will lead to public enlightenment on vari-ous societal and personal risks.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The reason women and minorities are more fearful is that men, particularly individualistic and hierarchical white ones, tend to be more fearful of threat to their identities that would occur were the law to accept that activities essential to these individuals' identities are dangerous and worthy of regulation.
“But the reason they are is that men, particularly individualistic and hierarchical white ones, tend to be more fearful of threat to their identities that would occur were the law to accept that activities essential these individuals' identities are dangerous and worthy of regulation.”
Quote in the paperNot a substantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
White hierarchical and individualistic males are by no means the only persons for whom identity threats generate distinctive risk perceptions.
“White hierarchical and individualistic males are by no means the only persons for whom identity threats generate distinctive risk perceptions.”
- Also stated in: § V. Conclusion · plain
“White hierarchical and individualistic men are not the only ones, moreover, impelled toward extreme stances toward risk by identity-protective cognition.”
Quote in the paperSubstantial claim - Also stated in: § V. Conclusion · plain
- Premisereasoning
Different ways of life feature distinctive forms of gender and racial differentiation in social roles involving putatively dangerous activities.
“Different ways of life feature distinctive forms of gender and racial differentiation in social roles involving putatively dangerous activities.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Respondents who held hierarchical and individualistic worldviews were predictably disposed to reject the assertion that guns are dangerous.
“In keeping with the association of gun ownership with hierarchical and individualistic norms, for example, respondents who held hierarchical and individualistic worldviews were predictably disposed to reject the assertion ⎯ leveled by their egalitarian and communitarian rivals ⎯ that guns are dangerous.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationreasoning
The phenomenon of identity-protective cognition impelling extreme stances toward risk is ubiquitous.
“The phenomenon is ubiquitous.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Our study complicates the strategy of using risk-benefit or related forms of analysis to evaluate hazardous activities and proposed measures for abating them.
“Our study complicates this strategy for risk regulation.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Once the connection between risk perception and cultural worldviews is exposed, individual tolerance of danger does not reflect a safety preference in any straightforward sense.
“But once the connection between risk perception and cultural worldviews is exposed, it becomes clear that individual tolerance of danger does not reflect a “safety” preference in any straightforward sense.”
Quote in the paperNot a substantial claim - Interpretationown data
Being an African-American heightens concern about abortion risks independent of cultural worldviews.
“Black, however, remained statistically significant, confirming, contrary to expectations, that being an African-American heightens concern about abortion risks independent of cultural worldviews.”
Quote in the paperSubstantial claim - Interpretationown data
The gun-risk results strongly supported the hypothesis that cultural worldviews exert a strong identity-protective influence on cognition.
“Again, the results strongly supported the hypothesis that cultural worldviews exert a strong identity-protective influence on cognition.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
The source of variance in risk perception, particularly racial and gender variance, is a form of motivated cognition aimed at protecting persons' cultural identities.
“The source of it, we hypothesized and our data support, is a form of motivated cognition aimed at protecting persons' cultural identities.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
- Interpretationown data
White males with hierarchical and individualistic worldviews can be expected to adopt a posture of identity-defensive risk skepticism by virtue of the importance of guns for their cultural roles.
“These results support the hypothesis that the white male effect with respect to gun risks on the whole is attributable to the extreme impact of hierarchical and individualistic worldviews on white males, who can be expected to adopt a posture of identity-defensive risk skepticism by virtue of the importance of guns for their cultural roles.”
Quote in the paperSubstantial claim - Interpretationown data
Once the effect of being a hierarchical white or individualistic male is controlled for, being a minority correlates with viewing guns as more safe.
“The coefficients for Black and Other Minority are significant but have negative signs, indicating that being a minority correlates with viewing guns as more safe once the effect of being a hierarchical white or individualistic male is controlled for.”
Quote in the paperSubstantial claim - Interpretationown data
The white male effect with respect to gun risks on the whole is attributable to the extreme impact of hierarchical and individualistic worldviews on white males.
“These results support the hypothesis that the white male effect with respect to gun risks on the whole is attributable to the extreme impact of hierarchical and individualistic worldviews on white males, who can be expected to adopt a posture of identity-defensive risk skepticism by virtue of the importance of guns for their cultural roles.”
Quote in the paperSubstantial claim - Interpretationown data
Cultural worldviews exert a strong identity-protective influence on cognition.
“Again, these results support the hypothesis that cultural worldviews exert a strong identity-protective influence on cognition.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 17
- May combine two claims. 23
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationMissing data were imputed through multiple imputation with Stata using MICE, generating five imputed data sets.
“Missing data were imputed through multiple imputation with Stata using the MICE (multivariate imputation by chained equations) module (Royston, 2004).Five imputed data sets were generated.”
Quote in the paperNot a substantial claim1 of 3 sources checkedMay combine two claims.
Findingown dataDifferences in the perceptions of white males and others for all risks were relatively muted among persons holding egalitarian and communitarian worldviews and were nonsignificant for gun risks and abortion risks.
“Differences in the perceptions of white males and others for all risks were relatively muted among persons holding egalitarian and communitarian worldviews and were nonsignificant with respect to gun risks and abortion risks.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataPersons with relatively hierarchical and individualistic outlooks, particularly both simultaneously, were least concerned about environmental and gun risks, while persons with relatively egalitarian and communitarian views were most concerned.
“As expected, persons who held relative hierarchical and individualistic outlooks-and particularly both simultaneously-were the least concerned about environmental risks and gun risks, while persons who held relatively egalitarian and communitarian views were most concerned.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the environmental risk regression, each worldview variable was significant and had the predicted sign.
“Each worldview variable was significant and had the predicted sign.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataFor abortion risks, persons who were both relatively hierarchical and communitarian were most concerned, while individuals with an egalitarian outlook, particularly Egalitarian Individualists, were least worried about the risk of abortion for women's health.
“With regard to abortion risks, in contrast, persons who were both relatively hierarchical and communitarian in their views were most concerned; individuals who had an egalitarian outlook, particularly those who qualified as Egalitarian Individualists, were least worried about the risk of abortion for women's health.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWhen combined, hierarchy and individualism explain almost 5 times as much variance as gender, 34 times as much as education, and 17 times as much as residing in a rural environment.
“When combined, they explain almost 5 times as much variance as gender, 34 times as much as education, and 17 times as much as residing in a rural environment.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataEgalitarian and communitarian worldviews predicted the belief that guns are dangerous, while hierarchical and individualistic worldviews predicted the belief that guns are safe.
“As predicted, egalitarian and communitarian worldviews predicted the belief that guns are dangerous, while hierarchical and individualistic worldviews predicted the belief that guns are safe.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHierarchy and Individualism had the first and second largest effect sizes, respectively, of all the independent variables.
“Hierarchy and Individualism have the first and second largest effect sizes, respectively, of all the independent variables.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Model 4, the coefficients for Female, Black, and Other Minority on environmental risk perceptions were not significant.
“Those coefficients were not significant.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe more hierarchical and individualistic respondents' worldviews became, the less seriously they took putative environmental risks; the more egalitarian and communitarian their worldview, the more concerned they were.
“Egalitarian and communitarian worldviews predicted risk-sensitivity, hierarchical and individualistic worldviews risk-skepticism, toward environmental risks.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHierarchy had the single largest effect of any independent variable, and the combined effect of the two worldview variables explained over nine times as much variance as education and over three times as much as gender.
“Hierarchy had the single largest effect of any independent variable, and the combined effect of the two worldview variables explained over nine times as much variance as education, and over three times as much as gender.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThere were significant or borderline significant three-way interactions between gender, the cultural orientation variables, and Black, and between gender, individualism, and Other Minority.
“There were significant (or borderline significant: p = .07for Fe-male_x_Individualism_x_Black) three-way interactions between gender, the cultural orientation variables, and Black, and between gender, individualism, and Other Minority.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBeing a woman remained a significant predictor of higher levels of concern about abortion risks, as did being African-American, once worldviews were taken into account in Model 2.
“Being a woman remained a significant predictor of higher levels of concern about abortion risks, as did being African-American, once worldviews were taken into account in Model 2.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAbortion-risk sensitivity grew in proportion to respondents' commitment to a hierarchical worldview but receded in proportion to their commitment to an individualistic as well as an egalitarian one.
“Abortion-risk sensitivity, in contrast, grew in proportion to respondents' commitment to a hierarchical worldview but receded in proportion to their commitment to an individualistic as well as an egalitarian one.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHierarchy and individualism explained 20 times as much as party affiliation and ideology when combined, and 10 times as much as the religious affiliation variables when combined.
“They explained 20 times as much -25-as party affiliation and ideology when combined, and 10 times as much as the religious affiliation variables when combined.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWhich type of gun risks alarmed respondents most depended on cultural orientation: the more egalitarian and communitarian respondents became, the more concerned they were that insufficient regulation would lead to gun accidents and crime, whereas the more hierarchical and individualistic they became, the more worried they were that excessive regulation would undermine the ability of law-abiding,
“Which type of gun risks alarmed respondents most also depended on cultural orientation: the more egalitarian and communitarian respondents became, the more concerned they were that insufficient regulation would lead to gun accidents and crime, whereas the more hierarchal and individualistic they became the more worried they were that excessive regulation would undermine the ability of law-abiding”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMale and female African Americans were uniformly receptive to environmental risk claims, and no more so than whites once cultural orientation was controlled for.
“Our data also demonstrated that male and female African Americans were uniformly receptive to environmental risk claims ⎯ and no more so than whites once cultural orientation was controlled for.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThere was no interaction between hierarchical worldviews and gender for African-Americans, and African-Americans on the whole see abortion as more dangerous than whites even after cultural orientation is taken into account.
“There no interaction between hierarchical worldviews and gender for African-Americans, and African-Americans on the whole see abortion as more dangerous than whites even after cultural orientation is taken into account.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn Model 6 of Table 3, the coefficients for Black and Other Minority are significant but have negative signs.
“The coefficients for Black and Other Minority are significant but have negative signs, indicating that being a minority correlates with viewing guns as more safe once the effect of being a hierarchical white or individualistic male is controlled for.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe combined effect size of the cultural orientation scales is nearly five times that of education, almost double that of the combined effect of party affiliation and ideology, and greater than that of religious affiliations when combined.
“Their combined effect size is nearly five times that of education, almost double that of the combined effect of party affiliation and ideology, and over that of religious affiliations when combined.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationIndividuals selectively credit and dismiss claims of societal danger based on whether the putatively hazardous activity defies or conforms to their cultural norms.
“Individuals, according to the theory, selectively credit and dismiss claims of societal danger based on whether the putatively hazardous activity is one that defies or instead conforms to their cultural norms.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Douglas & Wildavsky, 1982
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
InterpretationreasoningThe established empirical correlation between membership in cultural groups and beliefs on societal risks constitutes a fertile testing ground for hypotheses about identity-motivated cognition.
“The established empirical correlation between membership in cultural groups of these types and beliefs on societal risks constitutes a fertile testing ground for hypotheses about the contribution identity-motivated cognition is making to real-world conflict on issues of tremendous consequence.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationIdentity-protective cognition is a mechanism by which individuals conform their appraisals of information to buttress beliefs associated with belonging to particular groups.
“Accordingly, as a means of identity self-defense, individuals conform their appraisals of information in a manner that buttresses beliefs associated with belonging to particular groups (Cohen, Aronson & Steele, 2000;Cohen, 2003;Cohen, Sherman, Bastardi, Hsu, McGoey & Ross, in press).”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
Study design and conductown dataThe statements formed two reliable scales: Communitarianism-Individualism (α = .77) and Egalitarianism-Hierarchy (α = .81).
“The statements were intended to form (and did form) two reliable scales: Communitarianism-Individualism (α = .77),which is patterned on the group dimension of the Douglas typology; and Egalitarianism-Hierarchy (α = .81),which is patterned on the grid dimension.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningIf risk perceptions strongly correlate with worldviews after other individual characteristics are taken into account, that result would supply strong evidence that culture is motivating identity-protective cognition.
“If it turns out, then, that perceptions of risk do in fact strongly correlate with individuals' worldviews even after other pertinent individual characteristics are taken into account, that result would supply strong evidence that culture is motivating identity-protective cognition in the way we surmise.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe cultural theory of risk supplies a vivid and realistic picture of the types of groups and associated beliefs likely to generate identity-protective forms of cognition.
“The cultural theory of risk, in turn, supplies a vivid and realistic picture of the types of groups and associated beliefs likely to generate identity-protective forms of cognition.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationIndividuals' perceptions of risk reflect and reinforce their commitments to visions of how society should be organized.
“The cultural theory of risk perception (Douglas & Wildavsky, 1982;Rayner, 1992) asserts that individuals' perceptions of risk reflect and reinforce their commitments to visions of how society should be organized.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Douglas & Wildavsky, 1982
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Rayner, 1992
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenThe cultural theory of risk perception suggests that individuals conform their view of how dangerous an activity is to their moral assessment of it.
“The cultural theory of risk perception suggests that individuals conform their view of how dangerous an activity is to their moral assessment of it.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningWhen expert risk regulators dismiss public estimations of various risks as uninformed, they can just as easily be understood to be discounting the benefits that individuals attach to activities by virtue of their cultural worldviews.
“Accordingly, when expert risk regulators dismiss public estimations of various risks as uninformed, they can just as easily be understood to be discounting the benefits that individuals attach to activities by virtue of their cultural worldviews.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationown dataThese findings expose a host of new practical and moral challenges for reconciling the rational regulation of risk with democratic decisionmaking.
“But they also expose a host of new practical and moral challenges for reconciling the rational regulation of risk with democratic decisionmaking.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationown dataThese findings solve many long-standing theoretical puzzles about the nature and significance of variance in risk perception.
“These findings solve many long-standing theoretical puzzles about the nature and significance of variance in risk perception.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S1 (asserted), S4 (based).
InterpretationreasoningHierarchical women would be more risk-sensitive insofar as abortion rights are perceived to denigrate hierarchical norms that confer status on women for occupying domestic rather than professional roles.
“We hypothesized that hierarchical women would be more risk-sensitive insofar as abortion rights are perceived to denigrate hierarchical norms that confer status on women for occupying domestic rather than professional roles.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe mode of proof used in this study is an admittedly indirect form of proof.
“This is, however, an admittedly indirect form of proof.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningThe fearlessness of hierarchical and individualistic white men is convincingly attributable to identity-protective cognition insofar as they are the persons who need guns most to occupy social roles and display individual virtues within their cultural communities.
“Their stance of fearlessness is convincingly attributable to identity-protective cognition insofar as they are the persons who need guns the most in order to occupy social roles and display individual virtues within their cultural communities.”
Quote in the paperNot a substantial claim- Rests on an assumption: Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
May combine two claims.
InterpretationcitationBecause individuals' identities are threatened when they encounter information that challenges beliefs commonly held within their group, the result is political conflict over risk regulation among groups committed to opposing hierarchical and egalitarian, individualistic and communitarian worldviews.
“Because individuals' identities are threatened when they encounter information that challenges beliefs commonly held within their group (Cohen et al., in press), the result is political conflict over risk regulation among groups committed to opposing hierarchical and egalitarian, individualistic and communitarian worldviews.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cohen et al., in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationIn selecting some risks for attention and dismissing others as unimportant, individuals are effectively advancing one culturally partisan vision of the ideal society over others.
“In selecting some risks for attention and dismissing others as unimportant, individuals are, effectively, advancing one culturally partisan vision of the ideal society over others (Kahan, in press).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kahan, in press
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe mode of proof used in this study does not rule out the possibility that alternative or supplemental mechanisms of cognition are also contributing to the impact of cultural worldviews on individual risk perceptions.
“The mode of proof used in this study also does not rule out the possibility that alternative or supplemental mechanisms of cognition are also contributing to the impact of cultural worldviews on individual risk perceptions.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe survey response rate was 42%, and the cooperation rate was 59%.
“Conservatively estimated, the survey response rate was 42%, and the cooperation rate was 59%, which means that roughly six-in-ten of those identified as eligible respondents completed the survey.”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
The distribution of risk perceptions across persons can yield insight about the formation of those perceptions.
“The basic premise of the study was that the distribution of risk perceptions across persons can yield insight about the formation of those perceptions.”
The paper relies on this without support.
Cultural worldviews exert a causal influence on risk perceptions rather than merely being correlated with them.
“Model 2 adds the cultural worldviews variables.”
The paper relies on this without support.
The cultural worldview variables validly and reliably measure the group-grid cultural dispositions they are intended to measure.
“Each worldview variable was significant and had the predicted sign.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Abortion-risk dummy-variable analysis is assigned to the wrong model
MinorThe text says the Hierarchical White Female dummy variable was added in Model 4, but Table 4 places it in Model 6.
“In Model 4, we added the dummy variable Hierarchical White Female.”
“| Hierarchical White Female | | | | | .098*** |”
Environmental regression table names the gun-risk outcome
MinorTable 2 is identified and discussed as an environmental-risk regression, but its note identifies the dependent variable as Gun Risk Perception.
“Table: 2 Table 2 : Environmental Risk Perception Regression Models”
“N = 1844. Dependent variable is Gun Risk Perception. Coefficients are semi-”
Individualism interaction figure labels its predictor Hierarchy
MinorFigure 6 is presented as an interaction with Communitarianism-Individualism and labels that dimension on its horizontal axis, but its displayed equations use Hierarchy as the predictor.
“Figure 6: Interaction of Communitarianism-Individualism with Gender and Race on Gun-Risk Perceptions White women: y = 4.04 -.58 x Hierarchy White men: y = 5 -.95 x Hierarchy Communitarian Individualist Worldview”
“Nonwhite men: y = 4.61 -.73 x Hierarchy Nonwhite women: y = 3.1 -.14 x Hierarchy”
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Self-citationAccepting threatening information: Self‐affirmation and the reduction of defensive biases
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Self-citationMore Guns, Less Crime: Understanding Crime and Gun Control Laws
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Affect, Values, and Nanotechnology Risk Perceptions: An Experimental InvestigationPreprint
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Self-citationEnvironmental Risk Concern and Preferences for Energy-Saving Measures
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Self-citationRace Differences in Abortion Attitudes: Some Additional Evidence
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Self-citationInstitutional forces behind water conflict in the Ganga plains
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Motivated numeracy and enlightened self-government
KAHAN, D. M., PETERS, E., DAWSON, E. C., & SLOVIC, P. (2017) · Behavioural Public Policy · doi:10.1017/bpp.2016.2 · Cited by 883 · see citing works
“So does the controversy over gun risks (Kahan et al., 2007; Gastil et al., 2011).”
BackgroundSelf-citationInternational Journal of Physical Distribution and Logistics Management
Stock, J. R. (1990) · Marketing Intelligence & Planning · doi:10.1108/eum0000000001081 · Cited by 338 · see citing works
The social psychology of seismic hazard adjustment: re-evaluating the international literature
Solberg, C., Rossetto, T., & Joffé, H. (2010) · Natural hazards and earth system sciences · doi:10.5194/nhess-10-1663-2010 · Cited by 249 · see citing works
“…minority of social psychologists argue for the centrality of cultural identities, intergroup relations, ideologies, emotions and social representations (e.g., Hogg and Smith, 2007; Joffe, 1999, 2003; Jost et al., 2004; Kahan et al., 2007; White et al., 2009) in people’s responses to risks.”
BackgroundInfluentialCultural Cognition of Scientific ConsensusPreprint
Kahan, D. M., Jenkins‐Smith, H. C., & Braman, D. (2010) · SSRN Electronic Journal · doi:10.2139/ssrn.1549444 · Cited by 234 · see citing works
Self-citationClimate-Science Communication and the Measurement ProblemPreprint
Kahan, D. M. (2014) · SSRN Electronic Journal · Cited by 190 · see citing works
Self-citationTwitter Language Use Reflects Psychological Differences between Democrats and Republicans
Sylwester, K., & Purver, M. (2015) · PLoS ONE · doi:10.1371/journal.pone.0137422 · Cited by 179 · see citing works
“On the other hand, research on the “white male effect”, a tendency of white males to be less sensitive to risk than women and minority groups, revealed that this effect is driven by individualistic hierarchists (supposedly a subgroup of conservatively inclined individuals) [39]; this might be taken to suggest more ind…”
BackgroundHearne, B. N., & Niño, M. (2021) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-020-00941-1 · Cited by 156 · see citing works
Marietta, M., Barker, D. C., & Bowser, T. E. (2015) · The Forum · doi:10.1515/for-2015-0040 · Cited by 154 · see citing works
Han, D.-K. M., Wittlin, M., Peters, E., Slovic, P., Ouellette, L., Braman, D., & Mandel, G. N. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1871503 · Cited by 158 · see citing works
Self-citationLevi, S. (2021) · Energy Research & Social Science · doi:10.1016/j.erss.2020.101883 · Cited by 153 · see citing works
Johnson, B. B., & Swedlow, B. (2019) · Risk Analysis · doi:10.1111/risa.13299 · Cited by 116 · see citing works
“…and partisanship) increased explained variance by 5, 13, and 2 percentage points for environmental, gun, and abortion risk perceptions, respectively (Kahan et al., 2007).5 A meta-analysis of 21 surveys found cultural effect sizes varying with hazard type, study location, and worldview measure used.”
BackgroundCultural Cognition and Public Policy: The Case of Outpatient Commitment Laws
Han, D.-K. M., Braman, D., Monahan, J., Callahan, L., & Peters, E. (2010) · Law and Human Behavior · doi:10.1007/s10979-008-9174-4 · Cited by 91 · see citing works
“The same has been shown in work examining cultural worldviews (Kahan et al., 2007).”
BackgroundInfluentialSelf-citationKahan, D. M., Braman, D., Slovic, P., Gastil, J., & Cohen, G. L. (2007) · SSRN Electronic Journal · doi:10.2139/ssrn.1017189 · Cited by 91 · see citing works
“…this framework, researchers affiliated with the Cultural Cognition Project found in the First National Risk and Culture Study (2004) that beliefs about societal risks are distributed across persons in patterns consistent with the cultural cognition thesis (Kahan et al. 2007a).”
BackgroundMethodInfluentialSelf-citationGender on the Brain: A Case Study of Science Communication in the New Media Environment
O'Connor, C., & Joffe, H. (2014) · PLoS ONE · doi:10.1371/journal.pone.0110830 · Cited by 81 · see citing works
“Much of the socio-emotional meaning that is projected onto scientific information revolves around issues of identity [39,40].”
BackgroundBagg, S. E. (2024) · doi:10.1093/oso/9780192848826.001.0001 · Cited by 90 · see citing works
Mentiras, inconsistencias y ambivalencias. Teoría de la acción y análisis de discurso
Criado, E. M. (2014) · Revista Internacional de Sociología · doi:10.3989/ris.2012.07.24 · Cited by 78 · see citing works
“The CT of Risk (Figure 1) has been tested empirically by Kahan et al. (2010), who developed a new approach called cultural cognition (cc). this approach posits that individuals have different perceptions of risk, as mentioned above, and classify them in four types of worldviews or supportive values.”
BackgroundMaking Climate-Science Communication Evidence-Based — All the Way DownPreprint
Kahan, D. M. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2216469 · Cited by 71 · see citing works
Self-citationEpistemic Bubbles and Authoritarian Politics
Anderson, E. (2021) · Oxford University Press eBooks · doi:10.1093/oso/9780192893338.003.0002 · Cited by 66 · see citing works
Kahan, D. M., Slovic, P., Braman, D., et al. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1090044 · Cited by 59 · see citing works
Self-citationGerken, M. (2022) · doi:10.1093/oso/9780198857273.001.0001 · Cited by 59 · see citing works
Selm, K. R., Peterson, M. N., Hess, G. R., Beck, S. M., & McHale, M. R. (2019) · PLoS ONE · doi:10.1371/journal.pone.0210149 · Cited by 49 · see citing works
Johnson, B. B., Swedlow, B., & Mayorga, M. W. (2019) · Journal of Risk Research · doi:10.1080/13669877.2019.1687577 · Cited by 42 · see citing works
Johnson, B. B., & Swedlow, B. (2019) · Journal of Risk Research · doi:10.1080/13669877.2019.1646310 · Cited by 38 · see citing works
Global Warming Risk Perceptions in India
Thaker, J. J., Smith, N., & Leiserowitz, A. (2020) · Risk Analysis · doi:10.1111/risa.13574 · Cited by 38 · see citing works
“Cultural theorists argue that individuals respond to risks in congruence with their cultural worldviews or values about the role of society and government in shaping an individual’s life (e.g., Dake, 1992; Kahan et al., 2007; Wildavsky & Dake, 1990).”
BackgroundDon’t dumb it down: The effects of jargon in COVID-19 crisis communication
Shulman, H. C., & Bullock, O. M. (2020) · PLoS ONE · doi:10.1371/journal.pone.0239524 · Cited by 38 · see citing works
“91), which measured health, safety, and prosperity risk perceptions [21]; and finally, perceived severity (five items, M = 4.”
BackgroundSurveillance, Privacy and Security
Friedewald, M., Burgess, J. P., Čas, J., Bellanova, R., & Peissl, W. (2017) · Routledge eBooks · doi:10.4324/9781315619309 · Cited by 37 · see citing works
Kahan, D. M. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1910391 · Cited by 33 · see citing works
Self-citationGetting Real about it: Meeting the Psychological and Social Demands of a World in Distress
Moser, S. C. (2012) · Sage eBooks · doi:10.4135/9781452218601.n93 · Cited by 29 · see citing works
Communicating risk in human-wildlife interactions: How stories and images move minds
Guenther, S. K., & Shanahan, E. A. (2020) · PLoS ONE · doi:10.1371/journal.pone.0244440 · Cited by 30 · see citing works
“Scholars have approached conceptualizing priors through studies of confirmation/disconfirmation bias [45, 46], congruence/incongruence between narratives and belief systems [46], selective exposure [47, 48], and identity-protection cognition [49].”
BackgroundGeoengineering and Climate Change Polarization: Testing a Two-channel Model of Science CommunicationPreprint
Han, D.-K. M., Jenkins-Smith, H., Tarantola, T., Silva, C. L., & Braman, D. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.1981907 · Cited by 149 · see citing works
Self-citationRisk and Culture: Is Synthetic Biology Different?Preprint
Kahan, D. M., Braman, D., & Mandel, G. N. (2009) · SSRN Electronic Journal · doi:10.2139/ssrn.1347165 · Cited by 25 · see citing works
Self-citationComparing the effects of climate change labelling on reactions of the Taiwanese public
Hung, L., & Bayrak, M. M. (2020) · Nature Communications · doi:10.1038/s41467-020-19979-0 · Cited by 20 · see citing works
The Future of Nanotechnology Risk Perceptions: An Experimental Investigation of Two HypothesesPreprint
Kahan, D. M., Braman, D., Slovic, P., Gastil, J., & Cohen, G. L. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1089230 · Cited by 20 · see citing works
Self-citationCULTURAL CHANGE AND POLICY IMAGES IN POLICY SUBSYSTEMS
Robinson, R. (2015) · Public Administration · doi:10.1111/padm.12215 · Cited by 19 · see citing works
Long Term Risk Governance: When Do Societies Act Before Crisis?
Shwom, R., & Kopp, R. E. (2018) · Journal of Risk Research · doi:10.1080/13669877.2018.1476900 · Cited by 18 · see citing works
“(Alaszewski 2015; Boholm 2015; Elliott 2002; Gollier 2004; Kahan et al. 2007; Kasperson et al. 2003; Renn 1998; 2008a; Rosa et al. 2013; Slovic 2016), we identified theories of risk perception and action from the risk literature across disciplines and read them for the factors that related to temporality or had partic…”
Modeling reconstruction-related behavior and evaluation of influences of major information sources
Shirai, K., Yoshizawa, N., Takebayashi, Y., et al. (2019) · PLoS ONE · doi:10.1371/journal.pone.0221561 · Cited by 17 · see citing works
Sonmez, B., Makarovs, K., & Allum, N. (2023) · PLoS ONE · doi:10.1371/journal.pone.0287572 · Cited by 21 · see citing works
“The idea of motivated [65, 66] or identity-protective [67] cognition boils down to the notion that when facing controversial questions that are in principle to be processed via objective and unbiased scrutiny, people are rather inclined to shape their answers and attitudes in a way that shields their core beliefs and…”
BackgroundRepublicans and Climate Change: An Audience Analysis of Predictors for Belief and Policy Preferences
Rolfe-Redding, J., Maibach, E. W., Feldman, L., & Leiserowitz, A. (2012) · doi:10.2139/ssrn.2026002 · Cited by 15 · see citing works
Local resident perceptions of water reuse in Northern Utah
Flint, C. G., & Koci, K. (2020) · Water Environment Research · doi:10.1002/wer.1367 · Cited by 13 · see citing works
Emerging trends of Zika apprehension in an epidemic setting
Fritzell, C., Raude, J., Kazanji, M., & Flamand, C. (2018) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0006167 · Cited by 12 · see citing works
Nordenstedt, H., & Ivanisevic, J. (2010) · Jàmbá Journal of Disaster Risk Studies · doi:10.4102/jamba.v3i1.34 · Cited by 12 · see citing works
Cultural Cognition and Synthetic Biology Risk Perceptions: A Preliminary AnalysisPreprint
Mandel, G. N., Braman, D., & Kahan, D. M. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1264804 · Cited by 12 · see citing works
Self-citationTrial by Fire: Support for Mitigation and Adaptation Policy after the 2020 Oregon Wildfires
Giordono, L. S., Siddiqi, M. U. A., Stelmach, G., Zanocco, C. M., Flora, J. A., & Boudet, H. S. (2023) · Weather Climate and Society · doi:10.1175/wcas-d-22-0075.1 · Cited by 11 · see citing works
“Albright and Crow (2019) fi nd evidence that conservative and male respondents were less likely to believe in climate change, aligned with the “ White male effect ” described by Kahan et al. (2007), while those with higher education degrees were more likely to do so.”
BackgroundThe Influence of Cultural Values and Norms on Political Attitudes and Behavior: A Sociological Study
Touseef, M., Khan, B. B., Ali, S., et al. (2023) · Advanced Qualitative Research · doi:10.31098/aqr.v1i2.1744 · Cited by 9 · see citing works
Culture and Judgment and Decision Making
Weber, E. U., & Morris, M. W. (2010) · Perspectives on Psychological Science · doi:10.1177/1745691610375556 · Cited by 106 · see citing works
Connotative Meanings of Sustainable Mobility: A Segmentation Approach Using Cultural Sentiments
Wolf, I., & Schröder, T. (2019) · Transportation Research Part A Policy and Practice · doi:10.1016/j.tra.2019.06.002 · Cited by 8 · see citing works
Stone, D. F. (2023) · The MIT Press eBooks · doi:10.7551/mitpress/14496.001.0001 · Cited by 8 · see citing works
The EU's Fifth Project: Transitional Governance in the Service of Sustainable SocietiesPreprint
Schutter, O. D. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2479193 · Cited by 8 · see citing works
Gun Ownership, Threat, and Gun Attitudes in an Experiment
Vegter, A., & Haider‐Markel, D. P. (2022) · Sociological Perspectives · doi:10.1177/07311214211021126 · Cited by 7 · see citing works
“…(Dowd-Arrow et al. 2019), see their gun ownership as a means of personal empowerment (Carlson 2015), and white men—the largest demographic that owns guns—are skeptical of the risks posed by gun ownership risks (Kahan et al. 2007) and find comfort in their gun ownership (Mencken and Froese 2019).”
BackgroundInfluentialDrivers of Household Risk Perceptions and Adjustment Intentions to Tornado Hazards in Oklahoma
Li, Y., Wu, H., Greer, A., & Huntsman, D. O. (2022) · Weather Climate and Society · doi:10.1175/wcas-d-22-0018.1 · Cited by 7 · see citing works
What governs attitudes toward artificial intelligence adoption and governance?Preprint
O’Shaughnessy, M. R., Schiff, D. S., Varshney, L. R., Rozell, C. J., & Davenport, M. A. (2021) · doi:10.31219/osf.io/pkeb8 · Cited by 7 · see citing works
Ideology and the Microfoundations of Conflict
Müller, V., & Gries, T. (2024) · doi:10.1093/oso/9780197670187.001.0001 · Cited by 6 · see citing works
Measuring cultural identities in cultural theory survey research
Johnson, B. B., & Swedlow, B. (2024) · Social Science Quarterly · doi:10.1111/ssqu.13419 · Cited by 6 · see citing works
Rodríguez-Priego, N., & Montoro-Ríos, F. (2018) · Innovation, technology and knowledge management · doi:10.1007/978-3-319-57318-2_4 · Cited by 6 · see citing works
Prokosch, M. L., Smith, C. T., Kerry, N., & von Meding, J. K. (2022) · Politics and the Life Sciences · doi:10.1017/pls.2022.20 · Cited by 5 · see citing works
“In turn, White men tend to perceive lesser risk from environmental threats like climate change (Kahan et al., 2007).”
Decolonial considerations of environmentalism: Observations from a (US) State Park
Lies, T. S., Adams, G., & Santangelo, B. (2022) · Psychology in society · doi:10.57157/pins2022vol64iss1a5453 · Cited by 6 · see citing works
Dunham, Y. C., Lieberman, E. S., & Snell, S. A. (2016) · PLoS ONE · doi:10.1371/journal.pone.0147219 · Cited by 6 · see citing works
Evidence-Based Science Filmmaking Initiative: Study No. 1Preprint
Kahan, D. M. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2713563 · Cited by 7 · see citing works
Self-citationJohnson, B. B., Brandt, M. J., Swedlow, B., & Turner-Zwinkels, F. M. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4050134 · Cited by 6 · see citing works
Desinformação, negacionismo e a pandemia
Perini‐Santos, E. (2022) · Filosofia Unisinos · doi:10.4013/fsu.2022.231.03 · Cited by 5 · see citing works
Savadori, L., Dickson, M. M., Micciolo, R., & Espa, G. (2022) · PLoS ONE · doi:10.1371/journal.pone.0274680 · Cited by 5 · see citing works
Gattinger, M. (2023) · Springer eBooks · doi:10.1007/978-3-031-24271-7 · Cited by 5 · see citing works
Oro över coronapandemin i det svenska samhället
Kulin, J., Sevä, I. J., Hjerm, M., & Connolly, F. F. (2021) · Sociologisk Forskning · doi:10.37062/sf.58.22104 · Cited by 5 · see citing works
Seeing Bullshit Rhetorically: Human Encounters and Cultural Values
Shedletsky, L. J. (2018) · Res Rhetorica · doi:10.29107/rr2018.4.3 · Cited by 4 · see citing works
“32Leonard Shedletsky, Seeing Bullshit Rhetorically... ● added, “whether or not that activity always qualifi es as an activity of bullshitting,” meaning that bullshit occurs even when people are not bullshitting.”
BackgroundResultInfluentialGender and Financial Risk: The U.S. and Brazil
Barber, D., Saadatmand, Y., & Kavoori, T. (2016) · Studies in Business and Economics · doi:10.1515/sbe-2016-0002 · Cited by 5 · see citing works
“Others have found a “white male effect” where white men were found to be more risk tolerant than white women and other ethnic categories of both sexes (Flynn et al., 1994; Kahan et al., 2007).”
BackgroundDemographics, Design, and Free Speech
Chemaly, S. (2019) · doi:10.1093/oso/9780190883591.003.0010 · Cited by 4 · see citing works
Why People Perceive Messages Differently: The Theory of Cognitive Mapping
Cohen, E. (2020) · Informing Science The International Journal of an Emerging Transdiscipline · doi:10.28945/4629 · Cited by 4 · see citing works
“Likewise, the model can be connected to research on misinformation and groups along the lines of Kahan (2017) and Kahan et al. (2007).”
MethodVarieties of populism in 21st-century Latin America and their manifestations in regional integration
Velástegui, P. G., & Garrido-Salas, V. (2025) · Global Discourse · doi:10.1332/20437897y2025d000000050 · Cited by 3 · see citing works
The ‘White Male Effect’ in perceptions of risk of dying from COVID‐19
Luo, E., & Schnall, S. (2023) · Social and Personality Psychology Compass · doi:10.1111/spc3.12877 · Cited by 3 · see citing works
Predicting Perception of Risks and Benefits within Novel Domains
Kostovičová, L., Bašnáková, J., & Bačová, V. (2017) · Studia Psychologica · doi:10.21909/sp.2017.03.739 · Cited by 3 · see citing works
Income Tax and the Motivation to WorkPreprint
Rick, S. I., Paolacci, G., & Burson, K. A. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2655424 · Cited by 3 · see citing works
Vaisey, S., & Valentino, L. (2017) · doi:10.31235/osf.io/b7grn · Cited by 6 · see citing works
The critical role of emotional communication for motivated reasoning
Wolf, I., & Schröder, T. (2024) · Scientific Reports · doi:10.1038/s41598-024-81605-6 · Cited by 2 · see citing works
Percepción del riesgo y compromiso por reducir el cambio climático global en España
Rodríguez-Priego, N., Montoro-Ríos, F. J., & Georgantzı́s, N. (2014) · Revista Internacional de Sociología · doi:10.3989/ris.2012.08.03 · Cited by 2 · see citing works
The effects of framing on support for political action on climate change
Schittecatte, G. (2015) · cIRcle (University of British Columbia) · doi:10.14288/1.0166359 · Cited by 1 · see citing works
What Explains Local Policy Elites' Preferences Toward Sustainable Energy Policy?Preprint
Tumlison, C., Button, E. D., Song, G., et al. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.3081623 · Cited by 2 · see citing works
“…view nature as fragile and easily damaged, but also because they firmly believe that stringent restrictions on current business practices within the market will reduce commercial activities that produce social inequality and the legitimization of “unconstrained selfinterest” (Kahan et al. 2007).”
InfluentialResisting State Capture as a Democratic Ideal
Bagg, S. E. (2024) · doi:10.1093/oso/9780192848826.003.0008 · Cited by 1 · see citing works
Rozing, E., Rubino, E. C., Turner, A., & Larasatie, P. (2024) · PLoS ONE · doi:10.1371/journal.pone.0312949 · Cited by 1 · see citing works
Landrum, A. R., Stecula, D. A., & Motta, M. (2024) · PLoS neglected tropical diseases · doi:10.1371/journal.pntd.0012676 · Cited by 1 · see citing works
The Effect of Proximity to Energy Development on Public Attitudes: Fracking in the U.S.
Bugden, D. (2014) · Cited by 1 · see citing works
Bagg, S. E. (2024) · doi:10.1093/oso/9780192848826.003.0010 · Cited by 1 · see citing works
Bagg, S. E. (2024) · doi:10.1093/oso/9780192848826.003.0005 · Cited by 1 · see citing works
Belief Systems and Ideologies as Psychological Need Reconciliation
Müller, V., & Gries, T. (2024) · Oxford University Press eBooks · doi:10.1093/oso/9780197670187.003.0006 · Cited by 1 · see citing works
ten Kate, J., de Koster, W., & van der Waal, J. (2025) · European Societies · doi:10.1162/euso.a.24 · Cited by 1 · see citing works
Climate Change, Situational Theory of Problem Solving, and Issue Framing Effects
Burch, M. E. (2014) · Digital Commons - University of South Florida (University of South Florida) · Cited by 1 · see citing works
Brinker, D. L. (2012) · e-Publications@Marquette (Marquette University) · Cited by 1 · see citing works
Kester, J. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2487871 · Cited by 1 · see citing works
The Ideological Divide in Public Perceptions of Self-driving CarsPreprint
Peng, Y. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3573880 · Cited by 1 · see citing works
Rickels, C. (2022) · doi:10.18297/etd/4015 · Cited by 1 · see citing works
Beliefs about Climate Science and Concern about Global Warming in the US Public, 2001-2010*
McCright, A. M., & Briggs, L. (2010)
Troubled masculinity : exploring gender identity and risk-taking following the death of a friend
Creighton, G. (2011) · cIRcle (University of British Columbia) · doi:10.14288/1.0064650
“Kahan et al. (2007) argue that a discrete group of the most privileged White males who share individualistic and hierarchal values, are much less risksensitive than minority men and women.”
BackgroundTesting the Cultural Cognition Hypothesis in a Canadian Undergraduate Student Population
Michalowski, W. J. (2014)
Understanding Parents’ Child Vaccination Behaviors in the United StatesPreprint
Song, G. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2954778
Microfinance institutions' failure to address poverty: A narrative critical literature review
Guðjónsson, S. (2017) · Tímarit um viðskipti og efnahagsmál · doi:10.24122/tve.a.2017.14.1.4
Examining Different Reasons Why People Accept Or Reject Scientific Claims
Lobato, E. J. C. (2017) · doi:10.30707/etd2017.lobato.e
Siqueira, D. P., & Curti, L. M. (2018) · Revista Direito em Debate · doi:10.21527/2176-6622.2018.49.248-276
New digital methods in a polluted information landscape
Leeke, P. A., & Thiruvenkataswami, S. (2021) · Developing Academic Practice · doi:10.3828/dap.2021.4
ADRENERGIC COMPONENTS OF ADIPOSE TISSUE METABOLISM
Brooker, W. D. (1965) · e-Publications@Marquette (Marquette University)
Gerken, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198857273.005.0001
Public Scientific Testimony II
Gerken, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198857273.003.0007
- Authors
- Kahan, D. M., Braman, D., Gastil, J., Slovic, P., & Mertz, C. K.
- Affiliations
- Yale University (US)
- George Washington University (US)
- Pennsylvania State University (US)
- University of Oregon (US)
- Corresponding author
- Kahan, Dan M.
- Braman, Donald
- Gastil, John
- Slovic, Paul
- Mertz, C. K.
- Venue
- Journal of Empirical Legal Studies
- Publisher
- Wiley
- Published
- 2007-09-11
- Volume
- 4
- Issue
- 3
- Pages
- 465-505
- ISSN
- 1740-1453 (ISSN-L)
- 1740-1461
- OpenAlex
- W2084725137
- Semantic Scholar
- 5685fbc8fa1fa5b4e70827fc82daaf2a877b4024
- Cited by
- 136
- References
- 90
- Citations by year
- 2025: 2 · 2024: 33 · 2023: 7 · 2022: 23 · 2021: 6 · 2020: 7 · 2019: 7 · 2018: 4 · 2017: 9 · 2016: 3 · 2015: 5 · 2014: 9 · 2013: 1 · 2012: 4
- FWCI
- 12.31
- Type
- journal article
- Language
- en
- Open access
- Locations
- Journal of Empirical Legal Studies (publishedVersion)
- bepress Legal Repository (submittedVersion)
- SSRN Electronic Journal (submittedVersion)
- Funders
- National Science Foundation (0242106)
- Topics
- Social Sciences › Sociology and Political Science › Risk Perception and Management
- Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Keywords
- risk perception, cultural identity, motivated cognition, gender differences, racial differences, cultural worldview, risk communication, risk regulation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-23.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-23.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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