Evidence map›Paper›PMID 41630093›Full record

ArticleJournal of health, population, and nutrition2026

Health-seeking behavior and the related out-of-pocket expenditure for noncommunicable diseases in Erbil, Iraq: a quantile regression analysis.

Mariwan Haweel Saka, Nazar P Shabila, Sherzad A Shabu

Abstract read
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Article in Journal of health, population, and nutrition, 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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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

3 authors.

Mariwan Haweel SakaDepartment of Internal Medicine, College of Medicine, Hawler Medical University, Erbil, Iraq. mariwan.haweel@hmu.edu.krd.
Nazar P ShabilaCollege of Health Sciences, Catholic University in Erbil, Erbil, Iraq.
Sherzad A ShabuDepartment of Community Medicine, College of Medicine, Hawler Medical University, Erbil, Iraq.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNoncommunicable diseases (NCDs) are complex and chronic in nature, often requiring long-term follow-up and care, which can lead to increased healthcare costs. This study aimed to evaluate health-seeking behavior and out-of-pocket healthcare expenditures for NCDs among patients in Erbil, Iraq.

methodsThis cross-sectional study involved a convenience sample of adult patients with NCDs visiting a private internal medicine center in Erbil City. A questionnaire was used to collect data on sociodemographic characteristics, NCD characteristics, health-seeking behavior, and the average monthly cost of NCDs. Multiple quantile regression analysis was performed to examine the variables associated with the total cost.

resultsMost participants get their NCD medicines from private pharmacies through out-of-pocket payments (96.0%). The median (IQR) cost of medications for NCDs per month was 70,000 (35,000-125,000) Iraqi Dinars (IQD), i.e., approximately US$48.3 (24.1-86.2). The median total out-of-pocket expenditures for all aspects of NCDs was 106,000 (60,000-184,500) IQD, i.e., approximately US$73.1 (41.4-126.9). Most participants indicated that out-of-pocket expenses for NCD treatment constitute an important financial burden on their households (74.4%). The total out-of-pocket expenditure for NCDs per month was statistically significantly higher among older age group (P < 0.001), those with no formal education (P = 0.002), those not working or with manual work (P = 0.003), those have more NCDs (P < 0.001), those with cardiovascular diseases (P < 0.001), those who get their medications from the private sector, those with better control of their NCDs (P = 0.002), those with complications of NCDs (P < 0.001), and those with good adherence (P = 0.001).

conclusionThis study reveals the significant financial burden caused by out-of-pocket expenditures for NCD care. As most individuals with NCDs rely on private pharmacies for medication, the associated costs, particularly for those managing multiple conditions, represent a substantial challenge for households. There is a need for improved financial protection mechanisms and expanded access to affordable NCD care. Future research should examine the impact of health insurance coverage and public-sector interventions on reducing out-of-pocket expenditures and improving access to NCD care in Iraq.

Indexed as

Financing, PersonalHealth ExpendituresNoncommunicable DiseasesPatient Acceptance of Health CareAdultCross-Sectional StudiesFemaleHumansIraqMaleMiddle AgedRegression AnalysisSurveys and QuestionnairesHealth expendituresMedication adherenceNoncommunicable diseasesPrivate sector

Identifiers

PMID41630093
PMCPMC12951932

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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.