Related Experiment Video
Updated: Aug 26, 2025

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
Association between social capital and COVID-19 preventive behaviors: Country-level ecological study
Yu Par Khin1, Yusuke Matsuyama1, Takeo Fujiwara1
1Department of Global Health Promotion, Tokyo Medical and Dental University (TMDU), Tokyo, Japan.
Background:
The association between social capital and preventive behaviors against COVID-19 remains controversial. We examined the association between social capital and preventive behaviors against COVID-19 at country level.
Methods:
The data on country-level social capital (i.e., social trust, group affiliations, civic responsibility, and confidence in state institutions) was obtained from a previous literature based on World Value Survey. Preventive behaviors were calculated as the percentage of people in a country who took COVID-19 preventive behaviors (i.e., physical distancing, hand hygiene, and the use of face mask) from an international survey of Facebook users, from July to October 2020 (207 data points for 9 waves of 23 countries). The scores on social capital were standardized. The association was investigated with multilevel linear regression analysis.
Results:
High civic responsibility (per 1 standard deviation, SD) was associated with low percentage points of physical distancing (β = -4.66, 95% confidence interval, CI: 7.23, -2.09), hand hygiene (β = -2.88, 95% CI: 3.98, -1.78) and the use of face mask (β = -3.95, 95% CI: 5.29, -2.62). Group affiliations were associated with high percentage points of physical distancing (β = 2.96, 95% CI: 0.35, 5.58) and the use of face mask (β = 1.80, 95% CI: 0.45, 3.16). Social trust had significant positive association with performing hand hygiene (β = 1.22, 95% CI: 0.09, 2.35).
Conclusions:
These results suggested that in countries with higher levels of civic responsibility, preventive behaviors should be more intensified during a pandemic.
Related Concept Videos
Bias in Epidemiological Studies
Causality in Epidemiology
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and...
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Social Proof
Cross-Sectional Research

