Evidence map›Paper›PMID 41547845›Full record

ArticleBMC health services research2026

The mediating role of physician branding in the effect of Word-of-mouth marketing on hospital preference.

Ali Göde, Yunus Emre Öztürk

Abstract read
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Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Ali GödeHatay Vocational School of Health Services, Mustafa Kemal University, Hatay, Turkey. alig.sy31@gmail.com.ORCID https://orcid.org/0000-0002-6865-6298
Yunus Emre ÖztürkDepartment of Health Management, Selcuk University, Konya, Turkey.ORCID https://orcid.org/0000-0002-6178-6129

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPatient decisions in healthcare services are increasingly shaped by interpersonal communication and shared experiences. Word-of-mouth communication is among the most influential non-commercial information sources guiding hospital preference, yet the mechanism through which this communication affects patient choice requires further investigation. This study aims to examine the direct effect of word-of-mouth communication on hospital preference and to determine whether physician branding has a mediating role in this relationship.

methodsThe study was conducted using a cross-sectional survey design. Data were collected from 1,636 adults residing in Türkiye who had previously received healthcare services. A convenience sampling approach was used due to accessibility considerations. Validated measurement tools assessing word-of-mouth communication, physician branding, and hospital preference were administered. Statistical analyses were performed using structural equation modeling to evaluate both direct and indirect effects. Reliability, construct validity, and normal distribution assumptions were tested prior to inferential analyses. Mediation significance was examined using the bootstrapping technique with 5,000 repeated samples and a 95% confidence interval.

resultsWord-of-mouth demonstrated significant positive effects on both physician branding (β = 0.47, p < .001) and hospital preference (β = 0.40, p < .001). Physician branding strongly predicted hospital preference (β = 0.73, p < .001) and significantly mediated the WOM-hospital preference relationship (indirect effect: β = 0.341, 95% CI: 0.288-0.393). The final mediation model showed excellent fit (CFI = 0.950; RMSEA = 0.038).

conclusionsWord-of-mouth communication influences hospital preference both directly and through the enhancement of physician brand value. Healthcare organizations should develop strategies to increase the visibility and credibility of physicians, strengthen communication-based trust, and promote positive patient experiences through digital and interpersonal channels. These managerial implications provide valuable insights for healthcare providers aiming to improve competitive positioning in regulated healthcare markets where traditional marketing activities are limited.

Indexed as

CommunicationHospitalsMarketing of Health ServicesPatient PreferencePhysiciansAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedPhysician-Patient RelationsSurveys and QuestionnairesConsumer behaviorHealthcare marketingHospital preferencePhysician brandingWord-of-mouth marketing

Identifiers

PMID41547845
PMCPMC12895820

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LicenceCC BY-NC-ND
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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.