Dataset Information

Income, Healthy Food Availability, and Consumption Mediate Rural-Urban Health Disparities.

ABSTRACT:

Background

Examine the role of income, perceived healthy foods availability, and consumption as mediators of rural-urban health disparities.

Method

Pre-registered simple mediation models with post hoc multi-mediator models were tested using national- and state-level survey data. Oregon data was collected in an online Qualtrics survey between October 8 and November 9, 2021 using CloudResearch; Health Information National Trends Survey (HINTS) 5, a nationally representative dataset, was collected over 4 cycles from 2017 to 2020. Oregon residents (n = 771; rural = 313, urban = 458) self-reported online: income, perceived fruits and vegetable (FV) availability, FV consumption, and BMI measures (height, weight). HINTS respondents (rural n = 1235; urban n = 13,912) self-reported the same variables of interest without FV availability, and with an additional self-rated health variable detailed below. RESULTS: The effect of rurality on BMI (b = 0.012, SE = 0.005, p = 0.01) and self-rated health (b = 0.003, SE = 0.001, p = 0.008) when combining datasets was mediated by a series of income, perceived FV availability, and FV consumption.

Conclusion

To address rural-urban health disparities, individual (cognition, behavior), social (household income), and community (healthy food availability) factors should be targeted together.

SUBMITTER: Smith BJ

PROVIDER: S-EPMC12354331 | biostudies-literature | 2025 Dec

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Income, Healthy Food Availability, and Consumption Mediate Rural-Urban Health Disparities.

Smith Benjamin J BJ Tomiyama A Janet AJ John Deborah H DH Mantell Bryan B Berkman Elliot T ET

International journal of behavioral medicine 20250428 6

<h4>Background</h4>Examine the role of income, perceived healthy foods availability, and consumption as mediators of rural-urban health disparities.<h4>Method</h4>Pre-registered simple mediation models with post hoc multi-mediator models were tested using national- and state-level survey data. Oregon data was collected in an online Qualtrics survey between October 8 and November 9, 2021 using CloudResearch; Health Information National Trends Survey (HINTS) 5, a nationally representative dataset, ...[more]

PMID: 40295464

Similar Datasets

Project description:Atmospheric particulate matter (PM) is a recognized risk factor for the global burden of disease in human populations. We are presenting here the application of toxicogenomics in the evaluation of the toxic effects of organic content of atmospheric particle matter (PM), from urban and rural environments (city of Barcelona and village of La Pobla, NE Spain), using the developing zebrafish embryo. The main goal is to identify the metabolic pathways involved in the adverse effects observed in zebrafish embryos exposed to PM organic content from urban and rural environments, also allowing the selection of genes of interest that are differentially expressed. The relevance of particle size to the PM toxicity is also addressed. Indeed, the zebrafish embryos were exposed to PM of aerodynamic diameter larger than 7.2 μm and smaller than 0.5 μm (PM10 and PM0.5, respectively). PM0.5 concentrated biological and toxic activities linked to organic substances. Transcriptomic analyses showed strong induction of the AhR signalling pathway (a.k.a. dioxin-like activity) for embryos exposed to both rural and urban extracts, correlating with the concentrations of PAHs. Urban extracts, with strong contribution of traffic emissions, specifically de-regulated oxidative stress-related genes, as well as pancreatic and eye-lens specific genes, two organs known to be affected by air pollution in humans. Exposure to rural extracts, with high contribution of wood burning emissions, affected genes implicated in basic cellular functions, in agreement with their strong embryotoxicity. Extracts from rural and urban samples elicited both common and specific transcriptome responses, suggesting different potentially adverse outcomes depending on PM source and composition. The authors thank the financial support of the Spanish Ministry (project TEA-PARTICLE, grant number CGL2011-29621) and the Portuguese Foundation for Science and Technology for the doctoral grant of Sofia R. Mesquita (SFRH/BD/80710/2011) funded by the Program POPH-QREN through the Portuguese Ministry of Education and Science and the European Social Fund, and support through project PEst-C/MAR/LA0015/2013.

Dataset Information

Income, Healthy Food Availability, and Consumption Mediate Rural-Urban Health Disparities.

Background

Method

Conclusion

Publications

Income, Healthy Food Availability, and Consumption Mediate Rural-Urban Health Disparities.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets