Evidence map›Paper›PMID 42471644›Full record

ArticleBMC public health2026

Factors associated with health service utilization among Iranian pilgrims during the 2023 Arbaeen pilgrimage in Iraq: a cross-sectional study.

Vahid Ghanbari, Leili Rostamnia, Shahab Rezaeian, Hamzeh Zahabi, Maryam Janatolmakan

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Article in BMC public health, 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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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Vahid GhanbariPrehospital Emergency care Department, Faculty of Allied Health, Kermanshah University of Medical Sciences, Kermanshah, Iran.
Leili RostamniaNursing Department, School of Nursing and Midwifery, Kermanshah University of Medical Sciences, Kermanshah, Iran.
Shahab RezaeianInfectious Diseases Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran.ORCID http://orcid.org/0000-0002-5094-5315
Hamzeh ZahabiStudent research committee, Kermanshah University of Medical Sciences, Kermanshah, Iran.
Maryam JanatolmakanLifestyle Modification Research Center, Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran. mjanat135@yahoo.com.ORCID http://orcid.org/0000-0003-1450-1554

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe Arbaeen Walking Ceremony (AWC) is one of the largest annual mass gatherings, posing significant challenges to health systems due to increased demand for medical services. Understanding the factors influencing health service utilization (HSU) among pilgrims is crucial for effective health planning. This study aimed to assess the prevalence and predictors of HSU among Iranian pilgrims during the 2023 AWC in Iraq.

methodsA cross-sectional study was conducted among 461 Iranian pilgrims who participated in the 2023 Arbaeen pilgrimage, using convenience sampling. Data were collected via a structured questionnaire including demographic information, health service utilization (during and after the pilgrimage), the General Health Questionnaire (GHQ-28), and the Perceived Physical Fitness Scale (PPFS). Logistic regression models were used to identify predictors of HSU during the pilgrimage. Data were analyzed using STATA-13.

resultsThe mean age of participants was 35.1 years (SD = 14.6), with 50.3% female. Nearly half (49.9%, n = 230) utilized health services during the pilgrimage, including wound dressing (15.6%), outpatient examination (16.5%), and non-prescription medication (21.5%). After returning, 31.5% (n = 145) sought further care. In the journey to Arbaeen, factors significantly associated with higher HSU included older age (aOR = 1.02 per year, 95% CI: 1.00-1.04, p = 0.004) and use of public transportation (aOR = 1.55, 95% CI: 1.02-2.34, p = 0.038). For the return journey, pilgrims returning via Khosravi border had higher utilization (aOR = 1.84, 95% CI: 1.12-3.03, p = 0.016), while those with longer pilgrimage duration (6-10 days) and prior experience (2-4 times) showed increased odds of HSU (aOR = 1.75, 95% CI: 1.05-2.91, p = 0.030). General health and physical fitness scores were not significantly associated with HSU.

conclusionNearly half of Iranian pilgrims used health services during the 2023 Arbaeen pilgrimage. Predictors of utilization varied by travel phase, with age and transportation mode influencing use on the way to Iraq, and return border, duration, and prior experience affecting use on the return journey. These results support the need for tailored health services and pre-travel guidance.

Indexed as

Health ServicesIslamPatient Acceptance of Health CareTravelAdultCross-Sectional StudiesFemaleHumansIranIraqMaleMiddle AgedSurveys and QuestionnairesYoung AdultArbaeenCross-Sectional StudiesHealth Services AccessibilityHealth Services/utilizationIranReligious Missions

Identifiers

PMID42471644
PMCPMC13628741

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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.