Evidence map›Paper›PMID 33435874›Full record

ArticleBMC geriatrics2021

Behavioral factors associated with utilization of healthcare services among elderly in Pakistan: evidence from a nationally representative survey.

Lubna Naz, Umesh Ghimire, Abida Zainab

Registry-linked trialOpen access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 1 pooled it
3.9field-weighted citation impact, top 6% of its field
1 · What the graph read from 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.

2 · The registry

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.

NCT05098496 completednot on this map

Normative Values of Functional Fitness in Elderly Population

TypeobservationalSponsorRiphah International UniversityRan2021 to 2021Enrolled500ConditionsElderly Care, Functional Fitness
3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

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  4. Barriers to accessing eye care in Pakistan: a mixed methods study.Primary health care research & development · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 2 institutions in 2 countries.

Lubna NazDepartment of Economics, University of Karachi, Karachi, 75270, Pakistan.
Umesh GhimireNew ERA, Rudramati Marga, Bagmati, Kalopul, Kathmandu, 44600, Nepal. creationumesh@gmail.com.ORCID 0000-0002-4246-8379
Abida ZainabPoverty Alleviation and Social Safety Division, Centre for Social Entrepreneurship, Islamabad, 46000, Pakistan.
Kathmandu University · NPUniversity of Karachi · PK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

Health ServicesHospitals, PrivateAgedDelivery of Health CareHumansPakistanPatient Acceptance of Health CareSocioeconomic FactorsBehavioral factorsElderly healthHealthcare systemSocial protection programsWealth quintiles

Identifiers

PMID33435874
PMCPMC7802143
OpenAlexW3119920433

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.