Objectives: This study compared 15 countries for multiplicative effects of gender by education and by income on self-rated health of individuals with chronic medical conditions. Methods: We analyzed data from the Research on Early Life and Aging Trends and Effects (RELATE) Study. Participants were sampled from 15 countries including Argentina, Barbados, Brazil, Chile, Cuba, Costa Rica, China, India, Ghana, Russia, Puerto Rico, South Africa, Mexico, Uruguay, and the United States. The analytical sample was limited to individuals with at least one chronic medical condition. The main outcome of interest was self-rated health (SRH). Country-specific logistic regressions were used for data analysis. We ran separate models with gender × education and gender × income interactions.
Results:In Ghana, Uruguay, and India, gender moderated the effects of socioeconomic status (SES) on SRH. In Ghana and Uruguay, education and in Mexico and India, income had a stronger effect on SRH for women than men. Conclusions: Countries vary in gender differences in vulnerability to SES indicators on SRH of patients with chronic medical conditions. Women are more vulnerable than men to the effect of low SES on SRH in Ghana, Uruguay, Mexico, and India.Keywords: Gender, Socio-Demographics, Self-Rated Health, Cross Country Study
BackgroundAlthough women live longer than men (1, 2), they consistently report poorer self-rated health (SRH) compared to men (3). At least in part, some of this gender gap is due to lower socio-economic status (SES) of women than men (4, 5). Countries, however, may vary in the mechanisms by which gender affects health status of the populations. To investigate such hypothesis, there is a need to conduct cross-country studies that investigate the gender gap in SRH as well as gender differences in vulnerability to SES indicators.The Research on Early Life and Aging Trends and Effects (RELATE) Study has provided a unique opportunity to compare countries for additive and multiplicative effects of gender, SES, and medical conditions on SRH. RELATE is composed of multiple national surveys conducted in 15 countries located in Asia, Africa, North America, and South America (6, 7). RELATE is composed of low income (Ghana), lower middle income (China and India), upper middle income (Argentina, Cuba, Uruguay, Chile, Costa Rica, Brazil, Mexico, and Russia), and high income (Barbados, Puerto Rico and the United States) countries (7).Gender influences SRH and well-being in multiple ways (8). In addition to the main effect of gender on SRH (9), gender may moderate the effect of SES and other risk and protective factors on health and well-being (10-17). Among patients with heart disease, income and education had a stronger protective effect on well-being for women than men (10, 11). This means among individuals with a heart disease, women are more vulnerable to the detrimental effect of low education and income compared to men (10, 11). A cross-country comparison of the effects of gender and SES on SRH showed that men requir...