ArticleBMC public health2021
Measurements of quality of village-level care and patients' healthcare-seeking behaviors in rural China.
Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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
14 citing papers in PubMed, 18 citations in OpenAlex.
- Estimating the nationwide incidence of coxsackievirus A6-associated hand, foot and mouth disease in China, 2008-2022.Infectious diseases of poverty · 2026Article
- Reducing Primary Healthcare Bypass Behaviour: A Discrete Choice Experiment Study Exploring the Preferences for Primary Eye Care Services in Rural Xinjiang.The patient · 2026Article
- General practitioners' perspectives on household energy insecurity across healthcare settings in Henan Province, China.Frontiers in public health · 2026Article
- Healthcare-seeking behaviors of individuals with diarrhea in Southwest China: a cross-sectional survey.Tropical medicine and health · 2025Article
- Article
- Does contracting family doctor promote primary healthcare utilization among older adults? - evidence from a difference-in-differences analysis.BMC geriatrics · 2024Article
- Healthcare preferences of chronic disease patients under China's hierarchical medical system: an empirical study of Tianjin's reform practice.Scientific reports · 2024Article
- Rural patients' satisfaction with humanistic nursing care in Chinese Public Tertiary Hospitals: a national cross-sectional study.Frontiers in public health · 2024Article
- The action logic of the older adults about health-seeking in South Rural China.BMC public health · 2023Article
- Elderly people's preferences for healthcare facilities in Shanghai: gender features and influencing factor analysis.BMC public health · 2023Article
- Patient delay and related influencing factors in Chinese women under 35 years diagnosed with cervical cancer: A cross-sectional study.Asia-Pacific journal of oncology nursing · 2023Article
- Patient experience in community health services and first choice for medical attention: A cross-sectional study in Wuhan, China.PloS one · 2023Article
- Are Rural Primary Care Providers Able to Competently Manage Common Illnesses? A Cross-Sectional Study in Rural Sichuan, Western China.Healthcare (Basel, Switzerland) · 2022Article
- The Role of Village Doctors in Residents' Uptake of Eye Screening: Evidence from Ageing Residents in Rural China.Healthcare (Basel, Switzerland) · 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
5 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAlthough the progress in global health initiatives has improved the availability of primary health care (PHC), unqualified healthcare remains a serious challenge in low- and middle-income countries, where PHC is often underutilized. This study examines factors associated with patients' healthcare-seeking behaviors in rural Chin-seeking healthcare at village-level PHC providers, at higher-level health facilities, self-medicating, and refraining from seeking medical help. We focus on provider-side factors, including (1) the unobservable quality indicator, (2) the observable quality indicator, and (3) the observable signal indicator.
methodsWe analyzed 1578 episodes of healthcare-seeking behaviors of patients with diarrhea or cough/runny nose symptom from surveys conducted in July 2017 and January 2018 in 114 villages of the Yunnan province. We investigated the correlation between quality-related factors with patients' healthcare-seeking behaviors by multinomial logit regression.
resultsWe found that rural patients were insensitive to the unobservable quality of healthcare providers, as measured by standardized clinical vignettes, which might be attributable to the credence nature of PHC. The observable quality indicator, whether the clinician has received full-time junior college formal medical education, was associated with patients' healthcare choices. Patients, however, were more likely to select healthcare based on the observable signal indicator, which was measured by the availability of medicines. Additionally, the observable signal indicator had no significant association with two quality indicators. Notably, socioeconomically-disadvantaged patients relied more on the village-level PHC, which emphasized the role of PHC in promoting the welfare of rural populations.
conclusionsOur study found an inconsistency between objective quality of healthcare provided by providers and subjective quality perceived by patients. Patients could not identify the actual quality of PHC precisely, while they were more likely to make decisions based on the observable signal indicator. Therefore, the quality of PHC should be more observable to patients. This study not only supplements the literature on healthcare-seeking choices by examining four types of behaviors simultaneously but also clarifies rural patients' perceptions of the quality of PHC for policy decision-making on increasing the utilization of PHC and improving the medical welfare of the vulnerable.
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.