Cumulative social disadvantage and inequitable utilisation of healthcare and long-term care services among older adults with complex needs: a cross-sectional study in China

Background: Older adults with complex needs (CNs) exhibit substantial demands for healthcare and long-term care (LTC) services. Although social disadvantage markedly impairs access to services, empirical research on this population remains sparse, and key dimensions remain unexplored. While LTC services can influence healthcare service utilisation, evidence regarding their role in the association between social disadvantage and healthcare service utilisation among this population remains limited. Methods: We conducted a cross-sectional study using data from the Long-Term Care Insurance of Shanghai, China, from January to June 2023. We combined five domains of social disadvantage into a cumulative score and categorised it into quintiles. Negative binomial regression models evaluated associations between cumulative social disadvantage (including its quintiles) and its individual dimensions and utilisation of healthcare and LTC services. A parallel multiple mediation analysis examined the mediating roles of formal and informal care between cumulative social disadvantage and healthcare service utilisation. Results: Among 42,499 CN older adults, increasing cumulative social disadvantage was associated with graded reductions in the utilisation of healthcare and LTC services. Educational disadvantage and healthcare access disadvantage exhibited the strongest negative associations with care service utilisation. We observed significant additive interactions between these two disadvantages for outpatient visit frequency (relative excess risk due to interaction (RERI) = 0.093), hospital stay duration (RERI = 0.576), formal care frequency (RERI = 0.191), and informal care frequency (RERI = 0.379). Although LTC services statistically mediated the association between cumulative social disadvantage and healthcare service utilisation, the proportion mediated remained below 1%. Conclusions: Cumulative social disadvantage was significantly correlated with reduced utilisation of healthcare and LTC services among CN older adults. Policymakers should pay close attention to the social disadvantages experienced by CN older adults, focusing on healthcare access and educational attainment, while working to increase outpatient visit utilisation. Furthermore, fostering the synergistic development of healthcare and LTC services is essential.

Authors

Institutions

Publication Details

Journal
Journal of Global Health
Published
2026-10-30
DOI
https://doi.org/10.7189/jogh.16.04352
Primary Topic
Health disparities and outcomes
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cumulative social disadvantage and inequitable utilisation of healthcare and long-term care services among older adults with complex needs: a cross-sectional study in China

Bifan Zhu, Hansheng Ding, Jiajie Xu, Yunwei Zhang et al.
4 links
Journal of Global Health
Health disparities and outcomes
article

Cumulative social disadvantage and inequitable utilisation of healthcare and long-term care services among older adults with complex needs: a cross-sectional study in China

Bifan Zhu, Hansheng Ding, Jiajie Xu, Yunwei Zhang, Peng Zhang, Jiabin Xu, Lanshu Zhou
article en

Abstract

Background: Older adults with complex needs (CNs) exhibit substantial demands for healthcare and long-term care (LTC) services. Although social disadvantage markedly impairs access to services, empirical research on this population remains sparse, and key dimensions remain unexplored. While LTC services can influence healthcare service utilisation, evidence regarding their role in the association between social disadvantage and healthcare service utilisation among this population remains limited. Methods: We conducted a cross-sectional study using data from the Long-Term Care Insurance of Shanghai, China, from January to June 2023. We combined five domains of social disadvantage into a cumulative score and categorised it into quintiles. Negative binomial regression models evaluated associations between cumulative social disadvantage (including its quintiles) and its individual dimensions and utilisation of healthcare and LTC services. A parallel multiple mediation analysis examined the mediating roles of formal and informal care between cumulative social disadvantage and healthcare service utilisation. Results: Among 42,499 CN older adults, increasing cumulative social disadvantage was associated with graded reductions in the utilisation of healthcare and LTC services. Educational disadvantage and healthcare access disadvantage exhibited the strongest negative associations with care service utilisation. We observed significant additive interactions between these two disadvantages for outpatient visit frequency (relative excess risk due to interaction (RERI) = 0.093), hospital stay duration (RERI = 0.576), formal care frequency (RERI = 0.191), and informal care frequency (RERI = 0.379). Although LTC services statistically mediated the association between cumulative social disadvantage and healthcare service utilisation, the proportion mediated remained below 1%. Conclusions: Cumulative social disadvantage was significantly correlated with reduced utilisation of healthcare and LTC services among CN older adults. Policymakers should pay close attention to the social disadvantages experienced by CN older adults, focusing on healthcare access and educational attainment, while working to increase outpatient visit utilisation. Furthermore, fostering the synergistic development of healthcare and LTC services is essential.

Journal of Global HealthVol. 16
Second Military Medical University (CN), Shanghai University of Traditional Chinese Medicine (CN)
National Natural Science Foundation of China, Science and Technology Commission of Shanghai Municipality
Good health and well-being, Reduced inequalities
Openalex Percentile: Top 9%
Health disparities and outcomes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon