Neighborhood disadvantage, individual-level socioeconomic position and physical function: A cross-sectional multilevel analysis

Venurs H.Y. Loh, Jerome N. Rachele, Wendy J. Brown, Simon Washington, Gavin Turrell

Research output: Contribution to journalArticlepeer-review

23 Citations (Scopus)


Introduction: Understanding associations between physical function and neighborhood disadvantage may provide insights into which interventions might best contribute to reducing socioeconomic inequalities in health. This study examines associations between neighborhood-disadvantage, individual-level socioeconomic position (SEP) and physical function from a multilevel perspective. Methods: Data were obtained from the HABITAT multilevel longitudinal (2007-13) study of middle-aged adults, using data from the fourth wave (2013). This investigation included 6004 residents (age 46-71 years) of 535 neighborhoods in Brisbane, Australia. Physical function was measured using the PF-10 (0-100), with higher scores indicating better function. The data were analyzed using multilevel linear regression and were extended to test for cross-level interactions by including interaction terms for different combinations of SEP (education, occupation, household income) and neighborhood disadvantage on physical function. Results: Residents of the most disadvantaged neighborhoods reported significantly lower physical function (men: β - 11.36 95% CI - 13.74, - 8.99; women: β - 11.41 95% CI - 13.60, - 9.22). These associations remained after adjustment for individual-level SEP. Individuals with no post-school education, those permanently unable to work, and members of the lowest household income had significantly poorer physical function. Cross-level interactions suggested that the relationship between household income and physical function is different across levels of neighborhood disadvantage for men; and for education and occupation for women. Conclusion: Living in a disadvantaged neighborhood was negatively associated with physical function after adjustment for individual-level SEP. These results may assist in the development of policy-relevant targeted interventions to delay the rate of physical function decline at a community-level.

Original languageEnglish
Pages (from-to)112-120
Number of pages9
JournalPreventive Medicine
Publication statusPublished - 1 Aug 2016
Externally publishedYes


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