Evidence map›Paper›PMID 41382260›Full record

ArticleBMC health services research2025

Enhancing healthcare access through telehealth: patient-centred insights from Pakistan's primary care sector.

Tooba Malik, Siew Chin Ong, Muhammad Daoud Butt

Abstract read
In one paragraph

Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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.

Tooba MalikSchool of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia. tooba_malik@student.usm.my.
Siew Chin OngSchool of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia. siewchinong@usm.my.ORCID http://orcid.org/0000-0002-9750-9588
Muhammad Daoud ButtSchool of Pharmaceutical Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPakistan's healthcare system faces critical challenges, including limited infrastructure and disparities in access between urban and rural regions. Telehealth has emerged as a promising solution to improve accessibility, but patient-centered evidence on its effectiveness and cost-efficiency remains limited.

methodsThis cross-sectional survey included patients (n = 532) who completed telehealth consultations with EZShifa between May and December 2023. A structured questionnaire assessed socio-demographics, comfort, trust, perceived quality of care, and patient-reported costs. Descriptive statistics summarised characteristics. Ordinal regression identified predictors of telehealth acceptance. Patient-reported telehealth and in-person care costs were compared, and incremental cost-effectiveness ratios (ICERs) were estimated using acceptance and comfort scores as effectiveness measures.

resultsMost participants were aged 26-50 and from Punjab or Sindh. High satisfaction was reported for provider professionalism and consultation quality, though some concerns about connectivity and privacy remained. Ordinal regression showed that higher comfort (OR 4.15-20.3, p = 0.008) and perceived quality of care (OR 2.59, p = 0.004) significantly predicted acceptance, while sociodemographic factors were non-significant. The mean reported telehealth cost (PKR 2,000) was substantially lower than in-person visits (PKR 4,800). ICER analysis indicated telehealth was dominant, offering cost savings and greater patient-reported effectiveness.

conclusionsTelehealth demonstrates strong acceptance, satisfaction, and economic benefits in Pakistan's primary healthcare system. Despite self-reported costs and cross-sectional design limitations, findings highlight telehealth's potential for scaling chronic disease management and reducing healthcare disparities.

Indexed as

Health Services AccessibilityPrimary Health CareTelemedicineAdultCost-Benefit AnalysisCross-Sectional StudiesFemaleHumansMaleMiddle AgedPakistanPatient Acceptance of Health CarePatient-Centered CarePatient SatisfactionQuality of Health CareSurveys and QuestionnairesCost-effectivenessPatient acceptancePrimary healthcareTelehealth

Identifiers

PMID41382260
PMCPMC12701597

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.