311745
Relationship of Socioeconomic and Racial Factors, Both Individual and Community-Level, to Infant Birth Weight
Methods: The study was a cross-sectional design utilizing two secondary datasets of Kalamazoo County, Michigan: (1)Y2010 birth certificate records(N=2,861)and (2)Y2010 census tracts(N=57). Infant birthweight (measured in grams) was the outcome measure. Predictors at both levels were dichotomized race and socioeconomic status. Individual-level birth records were geo-coded, then linked to census tract through an ArcGIS10.0 spatial join. Birthweight was modeled using Bayesian regression with spatial random CT effect. A Proper CAR prior was specified for the spatial random effect.Bayesian credible intervals for the regression coefficients were used to assess this effect.
Results: Across the county, mean birthweight was 3,330 grams, with 6.6% of births falling into the low-birthweight category (<2,500 grams). LBW prevalence ranged from 0 to 18%, with a mean of 6.7% across the census tracts. Within the maternal-birth sample, 19.2% were black and 47.7% were low-income. Across the county, 33.3% of census tracts met criteria for concentrated poverty and 31.6% met study criteria for concentrated black residents.
Individual-level factors consistently outweighed community-level factors predicting birthweight. Race and SES were each significant predictors of lower birthweight: being black was associated with a 1.7 increase in odds of having an LBW infant, and, among the over-LBW births, with an 82 gram decrease in birthweight (CI -104.7,-54.4grams); being poor was associated with a 1.7 increase in odds of having an LBW infant, and, among the over-LBW births, with an 115 gram decrease in birthweight (CI -144.2,-76.6grams). Living with concentrated black residents or concentrated poverty did not add predictive power.
Conclusions:
Maternal race and SES equally and independently predict birthweight, regardless of neighborhood factors regarding concentrated black residents or concentrated poverty.
Learning Areas:
Planning of health education strategies, interventions, and programsPublic health or related research
Systems thinking models (conceptual and theoretical models), applications related to public health
Learning Objectives:
Describe a method for assessing the relative contribution of race and socioeconomic status, at the individual-level as well as the community-level, upon birth outcomes.
Discuss the results of such an assessment in one community.
Keyword(s): Birth Outcomes, Health Disparities/Inequities
Qualified on the content I am responsible for because: I conceived of the study and design, collected the data, collaborated on the analysis and the data interpretation. I have led several research studies into maternal health, birth outcomes and disparities, one of which led to a publication in the American Journal of Public Health (Feb, 2014 special issue).
Any relevant financial relationships? No
I agree to comply with the American Public Health Association Conflict of Interest and Commercial Support Guidelines, and to disclose to the participants any off-label or experimental uses of a commercial product or service discussed in my presentation.