ArticleBMC health services research2016
Factors predicting health services use among older people in China: An analysis of the China Health and Retirement Longitudinal Study 2013.
Article in BMC health services research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 80 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
80 citing papers in PubMed, 3 syntheses or guidelines pooled it, 155 citations in OpenAlex.
- Older adult care efficiency and health outcomes: a meta-analysis of the Chinese and Japanese experiences.Frontiers in public health · 2025Pooled it
- Pooled it
- Association between multimorbidity and hospitalization in older adults: systematic review and meta-analysis.Age and ageing · 2022Pooled it
- Factors associated with Traditional Chinese Medicine use among older adults with chronic diseases in China.Scientific reports · 2026Article
- Unmet community care needs and older adults' well-being: the moderating role of childlessness in China.BMC geriatrics · 2026Article
- The line is drawn, the fate is cast: urban-rural inequalities in the timing of initial health check-ups in China.Frontiers in sociology · 2026Article
- Individual-, institutional-, and societal-level factors and their interactions in the association between minority ethnicity and self-reported health outcomes in China, 2010-2021: a repeated cross-sectional study.BMC public health · 2025Article
- The relationship between nurses' caring behaviors with comfort and fear of hospitalization of hospitalized elderly patients.BMC geriatrics · 2025Article
- Impact of China's primary healthcare reforms on utilisation, payments and self-reported health: a quasi-experimental analysis of a middle-aged and older cohort 2011-2018.BMJ public health · 2025Article
- Healthcare inequities in Chinese megacities: the older adult population's accessibility to public hospitals in suburban Shanghai.Frontiers in public health · 2025Article
- Factors influencing intentional non-utilization of healthcare: a study using the Andersen model.Frontiers in public health · 2025Article
- Healthcare utilisation patterns and contributory factors among middle-aged adults: a scoping review.Journal of health, population, and nutrition · 2024Article
- Neighborhood socioeconomic status and postpartum depression among commercial health insurance enrollees: a retrospective cohort study.BMC pregnancy and childbirth · 2024Article
- Has socioeconomic inequality in perceived access to health services narrowed among older adults in China?BMC health services research · 2024Article
- Specialist care visits outside the hospital by South Australian older adults.BMC health services research · 2024Article
- Utilization of Health Care Services and Accessibility Challenges among Adults Aged 50+ before and after Austerity Measures across 27 European Countries: Secular Trends in the SHARE Study from 2004/05 to 2019/20.Healthcare (Basel, Switzerland) · 2024Article
- Decomposition analysis on the equity of health examination utilization for the middle-aged and elderly people in China: based on longitudinal CHARLS data from 2011 to 2018.BMC public health · 2024Article
- Inequalities in unmet health care needs under universal health insurance coverage in China.Health economics review · 2024Article
- Article
- Construction and optimization of health behavior prediction model for the older adult in smart older adult care.Frontiers in public health · 2024Article
20 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRapid population ageing in China is increasing the numbers of older people who are likely to require health services in response to higher levels of poor perceived health and chronic diseases. Understanding factors influencing health services use at late life will help to plan for increasing needs for health care, reducing inequalities in health services use and releasing severe pressures on a highly variable health care system that has constrained public resources and increasing reliance on health insurance and user payments.
methodsDrawing on the nationally representative China Health and Retirement Longitudinal Study 2013 data, we apply the Andersen healthcare utilization conceptual model to binary logistic regression multivariate analyses to examine the joint predictors of physical examinations, outpatient and inpatient care among the middle-aged and elderly in China.
resultsThe multivariate analyses find that both physical examinations and inpatient care rates increase significantly by age when health deteriorates. Females are less likely to use inpatient care. Significant socio-economic variations exist in healthcare utilization. Older people with higher education, communist party membership, urban residence, non-agricultural household registration, better financial situation are more likely to have physical examinations or inpatient care. Factors influencing all three types of health care utilization are household expenditure, losing a partner, having multiple chronic diseases or perceiving poor health. With activities of daily living limitations or pain increases the probability of seeing a doctor while with functional loss increases the rates of having physical examinations, but being the ethnic minorities, no social health insurance, with depression, fair or poor memory could be a barrier to having physical examinations or seeing a doctor, which might delay the early diagnose of severe health problems among these groups. Not drinking, not smoking and regular physical exercises are adaptations after having health problems.
conclusionsAs a rapidly ageing society, in order to address the increasing needs and inequalities in health care utilization, China is facing a massive challenge to reform the current health care system, improve equitable access to health insurance and financial affordability for the most disadvantaged, as well as to provide more health education and information to the general public.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.