Evidence map›Paper›PMID 41291705›Full record

ArticleBMC health services research2025

Ranking patients' non-clinical preferences in referring to specialist physicians in the private sector: a cross-sectional study.

Masood Setoodefar, Hamed Tabesh, Kobra Etminani, Mohammad Reza Mazaheri Habibi, Zahra Dabir, Seyed Ali Fatemi Aghda

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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. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Masood SetoodefarDepartment of Computer Sciences, Faculty of Engineering, Khayyam University, Mashhad, Iran.
Hamed TabeshDepartment of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
Kobra EtminaniCenter for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden.
Mohammad Reza Mazaheri HabibiDepartment of Health Information Technology, Varastegan Institute for Medical Sciences, Mashhad, Iran.
Zahra DabirDepartment of Health Information Technology, Varastegan Institute for Medical Sciences, Mashhad, Iran.
Seyed Ali Fatemi AghdaFakher Mechatronic Research Center, Kerman University of Medical Sciences, Kerman, Iran. afatamy@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderstanding non-clinical factors that influence how women choose obstetricians and gynecologists (OB/GYNs) is essential for delivering patient-centered care. This study aimed to identify and rank the non-clinical preferences when selecting OB/GYN specialists in the private healthcare sector in Mashhad, Iran.

methodsThis cross-sectional study, conducted from January to February 2018, 462 patients completed a validated 45-item questionnaire (CVI = 0.80, Cronbach's alpha = 0.88) assessing their non-clinical preferences. Preferences were rated on a 5-point scale and ranked using Friedman's test. Associations between demographic factors and preferences were analyzed using the Kruskal-Wallis test and ordinal logistic regression.

resultsThe highest-rated criteria included physicians' attentiveness and respect for patients, respectful staff behavior, short waiting times, and ensuring privacy during examinations. The latest important criteria were physician age, university affiliation, and office proximity to patient's home. Education level, pregnancy experience, and number of prior OB/GYN visits were significantly associated with certain preferences. Multivariate regression revealed that higher education and more prior OB/GYN visits independently predicted greater importance placed on short waiting time and respectful staff behavior.

conclusionBeyond clinical competence, non-clinical factors-particularly those related to interpersonal behavior, communication, and privacy-are central to patient-centered care in OB/GYN settings. Recognizing and integrating these preferences into service delivery can strengthen trust, enhance satisfaction, and support ethical, patient-centered care in the private healthcare sector.

Indexed as

GynecologyObstetricsPatient PreferencePrivate SectorReferral and ConsultationAdultCross-Sectional StudiesFemaleHumansIranMiddle AgedPatient-Centered CarePhysician-Patient RelationsSurveys and QuestionnairesYoung AdultGynecologyObstetricsPatient-centered carePatient preferencePrivate healthcareSpecialist physicians

Identifiers

PMID41291705
PMCPMC12645761

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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.