Evidence map›Paper›PMID 41993603›Full record

ArticleJournal of patient experience2026

Exploring Patient Heterogeneity in Service Quality Gaps and Satisfaction: Insights from Outpatient Care.

Vinaya Saji Inchiyil, Aqueel Fatma Syed

Abstract read
In one paragraph

Article in Journal of patient experience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Vinaya Saji InchiyilDepartment of Hospital Administration, Yenepoya (Deemed to University), Mangalore, India.ORCID https://orcid.org/0009-0009-1597-5031
Aqueel Fatma SyedDepartment of Hospital Administration, Yenepoya (Deemed to University), Mangalore, India.ORCID https://orcid.org/0009-0005-0219-7665

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Patient heterogeneity shapes outpatient perceptions of healthcare service quality, yet this diversity is often underexamined. This research brief applies the SERVQUAL framework to assess expectation-perception gaps and patient satisfaction among 94 outpatients at a tertiary teaching hospital. Descriptive analysis showed tangibility as a relative strength, while reliability and empathy exhibited the largest observed gaps, indicating unmet expectations for dependable and compassionate care. Dichotomized satisfaction scores revealed highest satisfaction for tangibility (86%) and assurance (82%), with comparatively lower satisfaction for reliability and empathy (75%), aligning with observed service gaps. Variation in internal consistency across SERVQUAL dimensions further reflects variability in patient experiences rather than uniform service evaluation. Findings suggest that standardized service delivery alone may not ensure equitable satisfaction in high-volume outpatient settings. Targeted interventions, such as scheduling improvements, communication training, and patient-support roles, may enhance trust and perceived quality. Embedding patient experience metrics within quality dashboards is recommended to advance equitable outpatient care. Limitations include a modest sample size and descriptive design. Nonetheless, the study provides early, context-sensitive insights to inform patient-centered quality improvement in resource-constrained outpatient care.

Indexed as

empathyheterogeneityoutpatient carepatient-centered carepatient satisfactionreliabilityservice qualitySERVQUAL

Identifiers

PMID41993603
PMCPMC13080138

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.