ArticleBMC geriatrics2021
Behavioral factors associated with utilization of healthcare services among elderly in Pakistan: evidence from a nationally representative survey.
Article in BMC geriatrics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05098496 (Normative Values of Functional Fitness in Elderly Population), which is not on this map. Cited by 16 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.
Normative Values of Functional Fitness in Elderly Population
Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.
- Pooled it
- Factors influencing healthcare access among older adults in Southeast Asia: a scoping review guided by the levesque framework.BMC health services research · 2025Article
- Challenges of Elderly Caregiving in the Indian Subcontinent: A Scoping Review.Public health challenges · 2025Review
- Barriers to accessing eye care in Pakistan: a mixed methods study.Primary health care research & development · 2025Article
- Status and factors associated with health service utilization among older adults in China: a recent national population-based survey.BMC geriatrics · 2025Article
- Prevalence and correlates of health care utilization for non-communicable diseases in Bangladesh.BMC health services research · 2025Article
- Determinants of treatment-seeking behaviour and healthcare provider choice in Afghanistan in 2018: a cross-sectional study.BMJ public health · 2024Article
- The influence of healthcare service quality on patients' satisfaction in urban areas: The case of Pakistan.Heliyon · 2024Article
- Article
- Out-of-pocket expenditures associated with double disease burden in Pakistan: a quantile regression analysis.BMC public health · 2024Article
- Health care service utilization among elderly in rural setting of Gandaki province, Nepal: a mixed method study.Frontiers in health services · 2024Article
- Health facility utilization and Healthcare-seeking behaviour of the elderly population in India.Journal of family medicine and primary care · 2023Article
- Prognostic value of patient-reported outcomes in predicting 30 day all-cause readmission among older patients with heart failure.ESC heart failure · 2022Article
- The frequency and pattern of deranged lipid profile in patients with ischemic stroke: a retrospective study.Acta bio-medica : Atenei Parmensis · 2022Article
- Improving health and social care services for slum-dwelling older adults: Perspectives of health professionals.Frontiers in public health · 2022Article
- Predictors of Quality of Life Among People Living With Multimorbidity in Karachi, Pakistan: A Cross-Sectional Study.Cureus · 2021Article
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
backgroundIn Pakistan, health system is facing unprecedented challenges to deal with the healthcare demand of the growing ageing population. Using conceptual framework, this study aims to analyze the factors associated with the utilization of healthcare services in private and public hospitals by the elderly population.
methodsThis study used a sample of 5319 individuals aged 60 and above extracted from the Pakistan Social and Living Standards Measurement Survey 2014-15. We followed the Anderson's Behavioral model of healthcare utilization. The behavioral factors, including predisposing, enabling and need factors, associated with the use of healthcare care were analyzed using exploratory data analysis and binary logistic regressions. The utilization of healthcare service in the study refers to the visits to private and government hospital.
resultsOut of total 5319 participants around three-fourth or 72.4% of participants visited private hospitals for their healthcare needs. Multivariate analysis showed that older age-group (80 years and above) and participants from urban were 1.35 and 1.53 times more likely to avail healthcare service in private hospitals, respectively. The elderly persons from Khyber Pakhtunkhwa were three times (AOR: 3.29, 95%CI 2.5-4.8) more likely to visit government hospitals than their peers in Punjab. Participants who attended school (AOR: 1.21, 95%CI 0.82-1.31) were more likely to utilize healthcare service in private hospitals. Elders from rich (AOR: 1.04, 95%CI 0.84-1.13) and richest (AOR: 1.29, 95%CI 0.89-1.87) wealth quintiles were more likely to use healthcare in private hospitals. The likelihood of the utilization of healthcare service in private hospitals was 1.7 times higher for three or more consulting visits than the single visit, and 1.5 times higher in the public hospital.
conclusionsOur findings underscore a dire need for expanding the outreach of healthcare services for the elderly population. It calls for effective implementation of policies which aim at improving equitable access to private healthcare services, and upgrading of government hospitals Moreover, the knowledge generated through this research may be employed to make social protection programs more responsive to age-related healthcare needs, and focused on caregiving for elderly living without spouse.
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.