ArticleBMC health services research2021
Health service underutilization and its associated factors for chronic diseases patients in poverty-stricken areas in China: a multilevel analysis.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis 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
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.
- Equitable utilization of non-communicable disease services in low- and middle-income countries; associated factors and intervention effects: a systematic review and meta-analysis.BMC health services research · 2026Pooled it
- The impact of family health resources on the economic risk of diseases in rural China: based on a path analysis.BMC public health · 2026Article
- Differences in healthcare institution choice among elderly cancer patients: evidence from a cross-sectional study in Shandong Province, China.BMC cancer · 2026Article
- A Retrospective Chart Review of Uninsured Encounters in a Primary Care Hospital in Japan.Cureus · 2026Article
- Economic burden of hemodialysis among patients with chronic kidney disease in Dar es-Salaam region in Tanzania - a cross-sectional study.Cost effectiveness and resource allocation : C/E · 2026Article
- Health Influence and Association Analysis of Inpatient Service Under-Utilization in Older Adults With Multimorbidities: A National Study in China.Health care science · 2026Article
- Medication Literacy and Home Medication Behaviors Among Older Chinese Patients with Chronic Diseases: A National Cross-Sectional Study.Clinical interventions in aging · 2026Article
- Geriatric and gerontological physiotherapy in focus: a cross-sectional survey of education, clinical practice, and service availability across world physiotherapy member nations.BMC medical education · 2025Article
- Assessing Medication Literacy and Its Determinants in Chinese Patients with Multimorbidity.Patient preference and adherence · 2025Article
- Identification and analysis of influencing factors of multidimensional health poverty in rural areas of Northwest China.Scientific reports · 2024Article
- Impact of ophthalmic clinical service use in mitigating myopia onset and progression in preschool children: a retrospective cohort study.BMC ophthalmology · 2024Article
- The TransFORmation of IndiGEnous PrimAry HEAlthcare Delivery (FORGE AHEAD): economic analysis.Health research policy and systems · 2024Article
- Factors influencing utilization of healthcare services for internal migrant older adults in Xuzhou, China: based on Anderson's model.Frontiers in public health · 2024Article
- The urban-rural disparities and factors associated with the utilization of public health services among diabetes patients in China.BMC public health · 2023Article
- Article
- The effect gap of hypertension health management services in poverty and non-poverty counties on the hypertension control: evidence from China Chronic Diseases Risk Factors Surveillance.Journal of health, population, and nutrition · 2023Article
- Identifying the causal effects of long-term exposure to PMBMC medicine · 2023Article
- The impact of China's zero markup drug policy on drug costs for managing Parkinson's disease and its complications: an interrupted time series analysis.Frontiers in public health · 2023Article
- Machine learning-based warning model for chronic kidney disease in individuals over 40 years old in underprivileged areas, Shanxi Province.Frontiers in medicine · 2022Article
- Factors associated with health care utilization and catastrophic health expenditure among cancer patients in China: Evidence from the China health and retirement longitudinal study.Frontiers in public health · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUnderutilization of health services among chronic non-communicable disease sufferers, especially for hypertension (HBP) and diabetes mellitus (DM), was considered as a significant contributing factor to substantial cases in terms of both avoidable morbidity and mortality. However, evidence on health services underutilization and its associated factors in poverty-stricken areas remain scarce based on previous literature. This study aims to describe health services underutilization for people diagnosed with chronic diseases in impoverished regions and to identify its associated factors, which are expected to provide practical implications for the implementations of interventions tailored to the specific needs of disadvantaged residents in rural China to achieve effective utilization of health services in a timely manner.
methodsData were collected from a cross-sectional survey conducted through face-to-face interviews among 2413 patients from six counties in rural central China in 2019. The Anderson behavioral model was adopted to explore the associated factors. A two-level logistic model was employed to investigate the association strengths reflected by adjusted odds ratios (AOR) and 95% confidence intervals in forest plots.
resultsOn average, 17.58% of the respondents with HBP and 14.87% with DM had experienced health services underutilization during 1 month before the survey. Multilevel logistic regression indicated that predisposing factors (age), enabling factors (income and a regular source of care), and need factors (self-reported health score) were the common predictors of health service underutilization both for hypertensive and diabetic patients in impoverished areas, among which obtaining a regular source of care was found to be relatively determinant as a protective factor for health services underutilization after controlling for other covariates.
conclusionsOur results suggested that the implementation of a series of comprehensive strategies should be addressed throughout policy-making procedures to improve the provision of regular source of care as a significant determinant for reducing health services underutilization, thus ultimately achieving equal utilization of health services in impoverished regions, especially among chronic disease patients. Our findings are expected to provide practical implications for other developing countries confronted with similar challenges resulting from underdeveloped healthcare systems and aging population structures.
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.