| Literature DB >> 34366970 |
Markus Kemmelmeier1, Waleed A Jami1.
Abstract
Although masks (face coverings) are a prime tool in fighting airborne pathogens, during the COVID-19 pandemic in the United States the use of masks encountered resistance based on existing patterns of cultural division. We argue that mask wearing must be understood basis on existing cultural frames assessed at both the individual level and the state level. We relied on prominent frameworks in cultural psychology: individualism-collectivism as well as independent and interdependent self-construals, the tightness-looseness framework, U.S. honor cultures, and political orientation as predictors. Using multilevel modeling, in a sample of 633 respondents from 45 U.S. states we investigated mask-wearing behavior, masks' perceived utility, implications for well-being, and the social meaning attributed to masks. Conservatism was linked to lower mask wearing, and consistently unfavorable perceptions of mask wearing. Collective interdependence predicted favorable perceptions of masks, as did state-level differences in collectivism; both constructs were linked with viewing mask wearing to be normative. Independent self-construal predicted a greater intent to wear masks, even though masks were also evaluated less favorably. Mediation analyses revealed that a single mediator, the perceived utility of mask wearing, was implicated in translating the effects of different cultural predictors into behavior. Additional findings highlighted that in tightener (vs. looser) states masks wearing was conceived of as a civic duty, whereas in U.S. honor states mask were seen as spoiling one's public image. Our discussion focuses on the cultural and political context of mask wearing, argues that different communities in the U.S. respond to its symbolic and social meaning, and suggest strategies to increase mask wearing among those who are otherwise reluctant to do so.Entities:
Keywords: COVID-19; conservatism; facial coverings; honor culture; independence; interdependence; tightness-looseness
Year: 2021 PMID: 34366970 PMCID: PMC8333278 DOI: 10.3389/fpsyg.2021.648692
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Correlation matrix and descriptive statistics for individual-level variables.
| (1) Independence | 4.19 | (0.49) | 0.09 | 0.20 | −0.05 | 0.07 | −0.02 | 0.07 | −0.06 | −0.04 | −0.10 |
| (2) Coll. Interdepend. | 3.82 | (0.71) | 0.60 | 0.17 | 0.02 | −0.03 | 0.14 | 0.01 | 0.07 | 0.16 | |
| (3) Rel. Interdepend. | 3.92 | (0.73) | 0.14 | 0.02 | −0.10 | 0.08 | −0.02 | 0.08 | 0.10 | ||
| (4) Conservatism | 3.10 | (1.33) | −0.05 | −0.14 | −0.01 | −0.03 | −0.04 | 0.18 | |||
| (5) Gender | 0.42 | 0.00 | −0.08 | −0.05 | 0.08 | 0.03 | |||||
| (6) Asian (vs. white) | 0.05 | – | – | – | −0.02 | ||||||
| (7) Black (vs. white) | 0.12 | – | – | 0.03 | |||||||
| (8) Hispanic (vs. white) | 0.05 | – | 0.01 | ||||||||
| (9) Other (vs. white) | 0.01 | −0.08 | |||||||||
| (10) College or higher | 0.74 |
N = 633 (lower in case of missing data and for ethnic variables).
Pearson correlations >0.09 are significant at p < 0.05. Variables (6) through (9) refer to comparisons between whites and one other ethnic group only.
Correlation matrix and descriptive statistics for state-level variables.
| (1) Honor | 0.58 | (0.50) | 0.32 | 0.13 | −0.40 | −0.15 | 0.25 | −0.01 | 0.08 | 0.36 |
| (2) Tightness | 50.61 | (13.02) | 0.14 | −0.59 | 0.18 | 0.14 | 0.11 | 0.20 | 0.39 | |
| (3) Collectivism | 50.73 | (11.51) | −0.03 | 0.28 | −0.14 | 0.38 | 0.29 | 0.27 | ||
| (4) GSP | 61031 | (11556.66) | 0.14 | −0.31 | 0.01 | −0.17 | −0.25 | |||
| (5) Gini | 47.18 | (1.94) | −0.05 | −0.24 | −0.23 | −0.34 | ||||
| (6) Independence | 4.20 | (0.17) | −0.09 | 0.01 | 0.07 | |||||
| (7) Collective Interdependence | 3.79 | (0.24) | 0.45 | 0.48 | ||||||
| (8) Relational Interdependence | 3.89 | (0.24) | 0.25 | |||||||
| (9) Conservatism | 3.10 | (0.49) |
K = 45. Pearson correlations >0.29 are significant at p < 0.05. GSP stands for General State Product per capita.
Result of multilevel analyses: mask-wearing behaviors, behavior change, and knowledge.
| Intercept | 3.84 | ( | 4.30 | ( | 2.77 | ( | 3.27 | ( |
| Female (Male = 0) | 0.14 | ( | −0.03 | ( | −0.21 | ( | −0.05 | ( |
| Education (High School = 0) | ||||||||
| Some college | 0.21 | ( | 0.06 | ( | 0.30 | ( | 0.10 | ( |
| College | 0.15 | ( | < -0.01 | ( | 0.74 | ( | 0.40 | ( |
| Advanced Deg. | 0.30 | ( | 0.01 | ( | 0.71 | ( | 0.48 | ( |
| Age (18–24 years = 0) | ||||||||
| 25–34 | 0.09 | ( | −0.03 | ( | −0.11 | ( | −0.06 | ( |
| 35–44 | −0.07 | ( | −0.11 | ( | −0.14 | ( | −0.11 | ( |
| 45–54 | −0.06 | ( | −0.03 | ( | −0.10 | ( | −0.16 | ( |
| 55–64 | −0.01 | ( | −0.29 | ( | −0.11 | ( | −0.01 | ( |
| 65–74 | 0.30 | ( | −0.03 | ( | −0.25 | ( | −0.37 | ( |
| Race/Ethnicity (White = 0) | ||||||||
| Asian | 0.23 | ( | 0.24 | ( | < -0.01 | ( | −0.07 | ( |
| Black | 0.21 | ( | 0.14 | ( | −0.13 | ( | −0.04 | ( |
| Latinx | 0.08 | ( | −0.04 | ( | −0.10 | ( | 0.08 | ( |
| Other | 0.39 | ( | 0.41 | ( | −0.36 | ( | 0.02 | ( |
| Independence | 0.13 | ( | 0.03 | ( | ||||
| Collective interdep. | 0.13 | ( | 0.09 | ( | ||||
| Relational interdep. | 0.11 | ( | –0.07 | ( | ||||
| Conservatism | – | |||||||
| Mask Mandatory | 0.13 | ( | ||||||
| Mask-wearing behavior | –0.08 | ( | ||||||
| Honor State (No = 0) | −0.022 | ( | −0.036 | ( | 0.151 | ( | 0.057 | ( |
| Tightness | 0.005 | ( | 0.007 | ( | −0.010 | ( | 0.002 | ( |
| Collectivism | 0.005 | ( | < -0.001 | ( | −0.001 | ( | ||
| GSP | −0.002 | ( | −0.002 | ( | 0.002 | ( | 0.004 | ( |
| Gini | 0.015 | ( | −0.003 | ( | −0.005 | ( | 0.001 | ( |
| State | 0.01 | 0.00 | 0.02 | 0.01 | ||||
| Residual | 0.92 | 0.74 | 1.19 | 0.62 | ||||
| AIC | 1778.98 | 1653.94 | 1928.07 | 1553.31 | ||||
| BIC | 1893.48 | 1768.39 | 2046.84 | 1668.84 | ||||
| −2 Log Likelihood | 1726.98 | 1601.94 | 1874.08 | 1501.31 | ||||
| ICC | 0.03 | 0.02 | 0.03 | 0.00 | ||||
| Marginal | 0.11 | 0.16 | 0.34 | 0.14 | ||||
| Conditional | 0.12 | 0.16 | 0.36 | 0.14 | ||||
| 604 | 603 | 601 | 605 | |||||
p < 0.10,
p < 0.05;
p < 0.01;
p < 0.001.
For our main predictor variables, coefficients and their standard errors are bolded, if they are significant at a minimum of p < 0.05.
Result of multilevel analyses: perceived utility, effects on others, social norms, and recognition.
| Intercept | 4.38 | ( | 4.14 | ( | 3.91 | ( | 2.53 | ( |
| Female (Male = 0) | −0.10+ | ( | −0.05 | ( | 0.02 | ( | −0.12 | ( |
| Education (High School = 0) | ||||||||
| Some college | −0.02 | ( | −0.03 | ( | −0.13 | ( | 0.35 | ( |
| College | −0.03 | ( | −0.07 | ( | −0.14 | ( | 0.56 | ( |
| Advanced Deg. | −0.03 | ( | −0.14 | ( | −0.21+ | ( | 0.64 | ( |
| Age (18–24 years = 0) | ||||||||
| 25–34 | 0.01 | ( | 0.08 | ( | −0.06 | ( | 0.16 | ( |
| 35–44 | −0.05 | ( | −0.03 | ( | −0.03 | ( | −0.13 | ( |
| 45–54 | −0.08 | ( | −0.01 | ( | −0.02 | ( | −0.11 | ( |
| 55–64 | −0.13 | ( | −0.05 | ( | −0.06 | ( | 0.04 | ( |
| 65–74 | −0.21 | ( | −0.23 | ( | −0.34 | ( | −0.21 | ( |
| Race/Ethnicity (White = 0) | ||||||||
| Asian | −0.05 | ( | −0.05 | ( | 0.14 | ( | −0.20 | ( |
| Black | 0.13 | ( | 0.26 | ( | 0.05 | ( | 0.38 | ( |
| Latinx | 0.01 | ( | −0.05 | ( | −0.06 | ( | 0.22 | ( |
| Other | 0.35 | ( | 0.12 | ( | 0.49 | ( | 0.44 | ( |
| Independence | −0.09 | ( | ||||||
| Collective interdep. | ||||||||
| Relational interdep. | 0.08+ | ( | ||||||
| Conservatism | – | 0.05 | ( | |||||
| Mask Mandatory | 0.03 | ( | 0.08 | ( | ||||
| Honor State (No = 0) | −0.099 | ( | −0.081 | ( | −0.075 | ( | −0.019 | ( |
| Tightness | 0.005 | ( | 0.001 | ( | 0.004 | ( | −0.007+ | ( |
| Collectivism | ||||||||
| GSP | −0.002 | ( | <0.001 | ( | −0.004 | ( | −0.002 | ( |
| Gini | −0.020 | ( | 0.024 | ( | −0.045 | ( | −0.014 | ( |
| State | 0.01 | 0.00 | 0.02 | 0.01 | ||||
| Residual | 0.42 | 0.46 | 0.43 | 0.85 | ||||
| AIC | 1320.34 | 1367.40 | 1329.82 | 1733.72 | ||||
| BIC | 1434.83 | 1481.76 | 1443.97 | 1848.21 | ||||
| −2 Log Likelihood | 1268.34 | 1315.40 | 1277.82 | 1681.72 | ||||
| ICC | 0.03 | 0.00 | 0.02 | 0.05 | ||||
| Marginal | 0.31 | 0.27 | 0.24 | 0.34 | ||||
| Conditional | 0.31 | 0.27 | 0.28 | 0.35 | ||||
| 604 | 601 | 596 | 602 | |||||
p < 0.05;
p < 0.01;
p < 0.001.
For our main predictor variables, coefficients and their standard errors are bolded, if they are significant at a minimum of p < 0.05.
Result of multilevel analyses: trust and aversion to masks.
| Intercept | 3.20 | ( | 4.01 | ( | 2.68 | ( | 0.87 | ( |
| Female (Male = 0) | < -0.01 | ( | −0.23 | ( | 0.07 | ( | 0.07 | ( |
| Education (High School = 0) | ||||||||
| Some college | −0.16 | ( | 0.15 | ( | −0.37+ | ( | 0.21 | ( |
| College | −0.24 | ( | 0.27 | ( | −0.02 | ( | 0.89 | ( |
| Advanced Deg. | −0.34 | ( | 0.18 | ( | −0.04 | ( | 0.82 | ( |
| Age (18–24 years = 0) | ||||||||
| 25–34 | 0.11 | ( | −0.42 | ( | −0.15 | ( | 0.25 | ( |
| 35–44 | −0.08 | ( | −0.41 | ( | −0.10 | ( | 0.11 | ( |
| 45–54 | 0.05 | ( | −0.33+ | ( | −0.01 | ( | 0.09 | ( |
| 55–64 | −0.30 | ( | −0.26 | ( | 0.19 | ( | 0.65 | ( |
| 65–74 | 0.04 | ( | −0.39 | ( | −0.09 | ( | 0.03 | ( |
| Race/Ethnicity (White = 0) | ||||||||
| Asian | −0.11 | ( | 0.05 | ( | 0.19 | ( | −0.05 | ( |
| Black | −0.15 | ( | 0.13 | ( | <0.01 | ( | 0.19 | ( |
| Latinx | −0.13 | ( | −0.25 | ( | −0.15 | ( | −0.10 | ( |
| Other | −0.38 | ( | 0.18 | ( | 0.30 | ( | −0.54 | ( |
| Independence | – | −0.11 | ( | −0.15 | ( | |||
| Collective interdep. | 0.16+ | ( | ( | 0.13 | ( | |||
| Relational interdep. | 0.01 | ( | ( | −0.06 | ( | |||
| Conservatism | ||||||||
| Mask Mandatory | −0.04 | ( | 0.16 | ( | −0.21 | ( | ||
| Honor State (No = 0) | −0.130 | ( | −0.048 | ( | 0.012 | ( | ||
| Tightness | −0.001 | ( | −0.009+ | ( | – | |||
| Collectivism | 0.005 | ( | <0.001 | ( | −0.005 | ( | 0.001 | ( |
| GSP | −0.001 | ( | −0.001 | ( | 0.005 | ( | <0.001 | ( |
| Gini | −0.019 | ( | −0.006 | ( | −0.027 | ( | −0.005 | ( |
| State | <0.01 | 0.00 | 0.00 | <0.01 | ||||
| Residual | 1.70 | 0.95 | 1.27 | 1.44 | ||||
| AIC | 2135.01 | 1795.29 | 1957.72 | 2042.61 | ||||
| BIC | 2249.50 | 1909.82 | 2072.13 | 2157.14 | ||||
| −2 Log Likelihood | 2083.10 | 1743.29 | 1905.72 | 1990.32 | ||||
| ICC | 0.03 | 0.00 | 0.03 | 0.05 | ||||
| Marginal | 0.14 | 0.24 | 0.23 | 0.38 | ||||
| Conditional | 0.15 | 0.24 | 0.23 | 0.38 | ||||
| 596 | 605 | 602 | 605 | |||||
p < 0.05;
p < 0.01;
p < 0.001.
For our main predictor variables, coefficients and their standard errors are bolded, if they are significant at a minimum of p < 0.05.
Result of multilevel analyses: weakness, well-being, freedom, and voluntariness.
| Intercept | 1.00 | ( | 1.70 | ( | 1.56 | ( | 2.53 | ( |
| Female (Male = 0) | <0.01 | ( | 0.04 | ( | −0.03 | ( | −0.07 | ( |
| Education (High School = 0) | ||||||||
| Some college | −0.06 | ( | 0.13 | ( | −0.03 | ( | 0.15 | ( |
| College | 0.58 | ( | 0.62 | ( | 0.37 | ( | 0.74 | ( |
| Advanced Deg. | 0.56 | ( | 0.64 | ( | 0.47 | ( | 0.72 | ( |
| Age (18–24 years = 0) | ||||||||
| 25–34 | 0.29 | ( | 0.11 | ( | 0.18 | ( | 0.39 | ( |
| 35–44 | 0.13 | ( | −0.04 | ( | 0.13 | ( | 0.38 | ( |
| 45–54 | 0.34 | ( | 0.03 | ( | 0.22 | ( | 0.33 | ( |
| 55–64 | 0.86 | ( | 0.17 | ( | 0.33 | ( | 0.60 | ( |
| 65–74 | 0.01 | ( | −0.11 | ( | 0.18 | ( | −0.03 | ( |
| Race/Ethnicity (White = 0) | ||||||||
| Asian | −0.19 | ( | −0.06 | ( | 0.12 | ( | 0.37 | ( |
| Black | 0.22 | ( | 0.05 | ( | −0.04 | ( | 0.18 | ( |
| Latinx | 0.16 | ( | 0.12 | ( | 0.14 | ( | 0.50 | ( |
| Other | −0.03 | ( | 0.31 | ( | −0.28 | ( | −0.43 | ( |
| Independence | – | −0.15 | ( | −0.03 | ( | |||
| Collective interdep. | 0.03 | ( | 0.13 | ( | ||||
| Relational interdep. | −0.05 | ( | −0.12 | ( | ( | 0.08 | ( | |
| Conservatism | ||||||||
| Mask Mandatory | ||||||||
| Honor State (No = 0) | 0.161 | ( | ||||||
| Tightness | – | < -0.001 | ( | |||||
| Collectivism | −0.001 | ( | −0.002 | ( | <0.001 | ( | −0.006 | ( |
| GSP | < -0.001 | ( | – <0.001 | ( | 0.002 | ( | 0.003 | ( |
| Gini | 0.027 | ( | −0.017 | ( | −0.022 | ( | −0.026 | ( |
| State | 0.00 | 0.00 | 0.00 | 0.06 | ||||
| Residual | 1.58 | 1.04 | 0.80 | 1.27 | ||||
| AIC | 2093.45 | 1831.16 | 1690.05 | 1983.92 | ||||
| BIC | 2207.98 | 1945.44 | 1804.50 | 2098.46 | ||||
| −2 Log Likelihood | 2041.45 | 1779.16 | 1638.05 | 1931.92 | ||||
| ICC | 0.05 | 0.05 | 0.04 | 0.04 | ||||
| Marginal | 0.33 | 0.35 | 0.41 | 0.20 | ||||
| Conditional | 0.33 | 0.35 | 0.41 | 0.24 | ||||
| 605 | 599 | 603 | 605 | |||||
p < 0.051,
p < 0.05;
p < 0.01;
p < 0.001.
For our main predictor variables, coefficients and their standard errors are bolded, if they are significant at a minimum of p < 0.05.
Figure 1Mediation models pertaining to mask-wearing behaviors. The figures depict only paths involved in a reliable indirect (mediation) effect; and significant direct effects of the cultural predictors onto the behavior variables and onto the mediators. (A) refers to past mask wearing behavior; (B) to future mask wearing intent; and (C) to willingness to change one's behavior. *p < 0.05; **p < 0.01; ***p < 0.001.
Figure 2Mediation model pertaining to past mask wearing at the state-level. **p < 0.01; ***p < 0.001.
| (1) Mask-wearing behavior | 0.64 | −0.09 | 0.05 | 0.56 | 0.45 | 0.36 | 0.25 | 0.17 | 0.29 | −0.34 | −0.26 | −0.19 | −0.27 | −0.38 | −0.05 |
| (2) Mask Wearing intent | −0.08 | 0.02 | 0.63 | 0.50 | 0.41 | 0.23 | 0.24 | 0.28 | −0.36 | −0.35 | −0.27 | −0.34 | −0.44 | −0.06 | |
| (3) Behavior change | 0.26 | −0.02 | 0.04 | 0.07 | 0.35 | −0.20 | 0.19 | 0.39 | 0.46 | 0.53 | 0.52 | 0.44 | 0.39 | ||
| (4) Coronavirus Knowledge | 0.06 | 0.13 | 0.13 | 0.33 | −0.16 | 0.18 | 0.20 | −0.40 | −0.28 | −0.35 | −0.61 | 0.02 | |||
| (5) Mask Utility | 0.68 | 0.46 | 0.38 | 0.30 | 0.48 | −0.47 | −0.40 | −0.28 | −0.35 | −0.61 | 0.02 | ||||
| (6) Mask Protects others | 0.50 | 0.45 | 0.20 | 0.50 | −0.32 | −0.22 | −0.13 | −0.22 | −0.44 | 0.07 | |||||
| (7) Social Norms | 0.30 | 0.18 | 0.38 | −0.11 | −0.12 | −0.03 | −0.09 | −0.23 | −0.24 | ||||||
| (8) Social Recognition | −0.05 | 0.41 | −0.01 | 0.23 | 0.33 | 0.24 | 0.05 | 0.29 | |||||||
| (9) Trust Government Officials | 0.30 | −0.46 | −0.54 | −0.46 | −0.49 | −0.52 | −0.32 | ||||||||
| (10) Trust Public Health | −0.18 | −0.03 | −0.10 | −0.28 | 0.10 | −0.03 | |||||||||
| (11) Negative Evaluation | 0.69 | 0.57 | 0.71 | 0.73 | 0.24 | ||||||||||
| (12) Sign of weakness | 0.76 | 0.77 | 0.78 | 0.42 | |||||||||||
| (13) Not wanting to be seen with a mask | 0.76 | 0.72 | 0.42 | ||||||||||||
| (14) Low Well-being | 0.75 | 0.42 | |||||||||||||
| (15) Freedom vs. Civic Duty | 0.34 | ||||||||||||||
| (16) Voluntariness |
| Mean | 4.24 | 4.41 | 3.12 | 3.71 | 4.27 | 4.12 | 4.08 | 3.35 | 2.84 | 3.88 | 2.80 | 2.29 | 2.45 | 2.72 | 2.32 | 3.20 |
| 0.99 | 0.92 | 1.34 | 0.85 | 0.77 | 0.79 | 0.76 | 1.13 | 1.40 | 1.10 | 1.27 | 1.52 | 1.51 | 1.26 | 1.16 | 1.27 |
Pearson correlations r > 0.09 are significant at p < 0.05.