The Role of Individual-Level Socioeconomic Status on Nursing Home Placement Accounting for Neighborhood Characteristics
- PMID: 36841262
- PMCID: PMC10962058
- DOI: 10.1016/j.jamda.2023.01.016
The Role of Individual-Level Socioeconomic Status on Nursing Home Placement Accounting for Neighborhood Characteristics
Abstract
Objective: Independent living is desirable for many older adults. Although several factors such as physical and cognitive functions are important predictors for nursing home placement (NHP), it is also reported that socioeconomic status (SES) affects the risk of NHP. In this study, we aimed to examine whether an individual-level measure of SES is associated with the risk of NHP after accounting for neighborhood characteristics.
Design: A population-based study (Olmsted County, Minnesota, USA).
Setting and participants: Older adults (age 65+ years) with no prior history of NHP.
Methods: Electronic health records (EHR) were used to identify individuals with any NHP between April 1, 2012 (baseline date) and April 30, 2019. Association between the (HOUsing-based index of SocioEconomic Status (HOUSES) index, an individual-level SES measure based on housing characteristics of current residence, and risk of NHP was tested using random effects Cox proportional hazard model adjusting for area deprivation index (ADI), an aggregated SES measure that captures neighborhood characteristics, and other pertinent confounders such as age and chronic disease burden.
Results: Among 15,031 older adults, 3341 (22.2%) experienced NHP during follow-up period (median: 7.1 years). At baseline date, median age was 73 years old with 55% female persons, 91% non-Hispanic Whites, and median number of chronic conditions of 4. Accounting for pertinent confounders, the HOUSES index was strongly associated with risk of NHP (hazard ratio 1.89; 95% confidence interval 1.66‒2.15 for comparing the lowest vs highest quartiles), which was not influenced by further accounting for ADI.
Conclusions and implications: This study demonstrates that an individual-level SES measure capturing current individual-specific socioeconomic circumstances plays a significant role for predicting NHP independent of neighborhood characteristics where they reside. This study suggests that older adults who are at higher risk of NHP can be identified by utilizing the HOUSES index and potential individual-level intervention strategies can be applied to reduce the risk for those with higher risk.
Keywords: Socioeconomic status; area deprivation index; nursing home placement; the HOUSES index.
Copyright © 2023 AMDA – The Society for Post-Acute and Long-Term Care Medicine. Published by Elsevier Inc. All rights reserved.
Conflict of interest statement
The authors declare no conflicts of interest.
Similar articles
-
Neighborhood and Individual Socioeconomic Disadvantage and Survival Among Patients With Nonmetastatic Common Cancers.JAMA Netw Open. 2021 Dec 1;4(12):e2139593. doi: 10.1001/jamanetworkopen.2021.39593. JAMA Netw Open. 2021. PMID: 34919133 Free PMC article.
-
An Individual Housing-Based Socioeconomic Status Measure Predicts Advance Care Planning and Nursing Home Utilization.Am J Hosp Palliat Care. 2019 May;36(5):362-369. doi: 10.1177/1049909118812431. Epub 2018 Nov 20. Am J Hosp Palliat Care. 2019. PMID: 30458635 Free PMC article.
-
Development and initial testing of a new socioeconomic status measure based on housing data.J Urban Health. 2011 Oct;88(5):933-44. doi: 10.1007/s11524-011-9572-7. J Urban Health. 2011. PMID: 21499815 Free PMC article.
-
Associations of Neighborhood Environments and Socioeconomic Status With Subclinical Atherosclerosis: An Integrative Review.J Cardiovasc Nurs. 2025 May-Jun 01;40(3):228-249. doi: 10.1097/JCN.0000000000001125. Epub 2024 Aug 16. J Cardiovasc Nurs. 2025. PMID: 39148151 Review.
-
A Scoping Review of Neighborhood Effects and Health Among Children and Adolescents: Measurement and Design Characteristics.J Community Psychol. 2025 May;53(4):e70013. doi: 10.1002/jcop.70013. J Community Psychol. 2025. PMID: 40347060 Free PMC article.
Cited by
-
Socioeconomic Inequities in Preemptive Kidney Transplantation and Graft Survival: An Innovative Approach to Identifying Disparities in Kidney Transplantation.Transplant Direct. 2024 Dec 18;11(1):e1734. doi: 10.1097/TXD.0000000000001734. eCollection 2025 Jan. Transplant Direct. 2024. PMID: 39703725 Free PMC article.
-
An agent-based model to assess the impact of shared staff and occupancy rate on infectious disease burden in nursing homes.BMC Infect Dis. 2025 Apr 30;25(1):635. doi: 10.1186/s12879-025-10786-w. BMC Infect Dis. 2025. PMID: 40301788 Free PMC article.
-
Utilization and Potential Disparities in Access to Physical Therapy for Spine Pain in the Long-Term Care Population.Arch Phys Med Rehabil. 2024 Nov;105(11):2089-2096. doi: 10.1016/j.apmr.2024.05.032. Epub 2024 Jun 10. Arch Phys Med Rehabil. 2024. PMID: 38866228
References
-
- HealthinAging.org. Nursing homes. Age-friendly healthcare & you web site. Accessed August 2, 2022. https://www.healthinaging.org/age-friendly-healthcare-you/care-settings/...
-
- Mather M, Scommegna P, Kilduff L. Fact sheet: Aging in the United States. Population reference bureau. Accessed August 10, 2022. https://scorecard.prb.org/aging-unitedstates-fact-sheet/
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Miscellaneous