1. Do small effects matter more in vulnerable populations? an investigation using Environmental influences on Child Health Outcomes (ECHO) cohorts.
- Author
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Peacock, Janet L., Coto, Susana Diaz, Rees, Judy R., Sauzet, Odile, Jensen, Elizabeth T., Fichorova, Raina, Dunlop, Anne L., Paneth, Nigel, Padula, Amy, Woodruff, Tracey, Morello-Frosch, Rachel, Trowbridge, Jessica, Goin, Dana, Maldonado, Luis E., Niu, Zhongzheng, Ghassabian, Akhgar, Transande, Leonardo, Ferrara, Assiamira, Croen, Lisa A., and Alexeeff, Stacey
- Subjects
SOCIAL determinants of health ,ENVIRONMENTAL health ,PREGNANCY outcomes ,ENVIRONMENTAL exposure ,HEALTH equity - Abstract
Background: A major challenge in epidemiology is knowing when an exposure effect is large enough to be clinically important, in particular how to interpret a difference in mean outcome in unexposed/exposed groups. Where it can be calculated, the proportion/percentage beyond a suitable cut-point is useful in defining individuals at high risk to give a more meaningful outcome. In this simulation study we compute differences in outcome means and proportions that arise from hypothetical small effects in vulnerable sub-populations. Methods: Data from over 28,000 mother/child pairs belonging to the Environmental influences on Child Health Outcomes Program were used to examine the impact of hypothetical environmental exposures on mean birthweight, and low birthweight (LBW) (birthweight < 2500g). We computed mean birthweight in unexposed/exposed groups by sociodemographic categories (maternal education, health insurance, race, ethnicity) using a range of hypothetical exposure effect sizes. We compared the difference in mean birthweight and the percentage LBW, calculated using a distributional approach. Results: When the hypothetical mean exposure effect was fixed (at 50, 125, 167 or 250g), the absolute difference in % LBW (risk difference) was not constant but varied by socioeconomic categories. The risk differences were greater in sub-populations with the highest baseline percentages LBW: ranging from 3.1–5.3 percentage points for exposure effect of 125g. Similar patterns were seen for other mean exposure sizes simulated. Conclusions: Vulnerable sub-populations with greater baseline percentages at high risk fare worse when exposed to a small insult compared to the general population. This illustrates another facet of health disparity in vulnerable individuals. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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