ArticleHealth science reports2023
Health care utilization and its association with sociodemographic factors among slum-dwellers with type 2 diabetes in Tabriz, Iran: A cross-sectional study.
Article in Health science reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Equitable utilization of non-communicable disease services in low- and middle-income countries; associated factors and intervention effects: a systematic review and meta-analysis.BMC health services research · 2026Pooled it
- Health Status in Informal Urban Settlements of Barishal, Bangladesh: Social Determinants, Environmental Risks, and Treatment-Seeking Behavior as Structural Drivers.Health science reports · 2026Article
- Application of AI and digital health tools in public health management of T2DM: from mechanism prediction to personalized treatment.Frontiers in public health · 2026Review
- Factors Affecting the Utilization of Preventive Health Services by Middle-Aged Population: A Scoping Review.Iranian journal of public health · 2025Review
- Article
- Unmet and unperceived needs for type 2 diabetes self-management among slum dwellers in Iran: a cross-sectional study.Primary health care research & development · 2024Article
- Health care utilization and its association with sociodemographic factors among slum-dwellers with type 2 diabetes in Tabriz, Iran: A cross-sectional study.Health science reports · 2023Article
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4 authors.
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Abstract
Background and Aims: Slums are known as growing underprivileged areas. One of the health adverse effects of slum-dwelling is health care underutilization. Management of type 2 diabetes mellitus (T2DM) requires an appropriate utilization. This study aimed to investigate the extent of health care utilization among slum-dwellers with T2DM in Tabriz, Iran, in 2022. Methods: We conducted a cross-sectional study on 400 patients with T2DM living in slum areas of Tabriz, Iran. Sampling was conducted using a systematic random sampling method. A researcher-made questionnaire was used for data collection. To develop the questionnaire, we used Iran's Package of Essential Noncommunicable (IraPEN) diseases, in which potential needs and essential health care for patients with diabetes and the appropriate time intervals for use are specified. Data were analyzed using SPSS version 22. Results: Although 49.8% of patients needed outpatient services, only 38.3% were referred to health centers and utilized health services. The results of the binary logistic regression model showed that women (OR = 1.871, CI 1.170-2.993), those with higher income levels (OR = 1.984, CI 1.105-3.562), and those with diabetes complications (Adjusted OR = 1.7, CI 0.2-0.603) were almost 1.8 times more likely to utilize outpatient services. Additionally, those with diabetes complications (OR = 1.93, CI 0.189-2.031) and those taking oral medication (OR = 3.131, CI 1.825-5.369) were respectively 1.9 and 3.1 times more likely to utilize inpatient care services. Conclusions: Our study showed that, although slum-dwellers with type 2 diabetes needed outpatient services, a small percentage were referred to health centers and utilized health services. Multispectral cooperation is necessary for improving the status quo. There is a need to take appropriate interventions to strengthen health care utilization among residents with T2DM living in slum sites. Also, insurance organizations should cover more health expenditures and provide a more comprehensive benefits package for these patients.
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