Evidence map›Paper›PMID 42556836›Full record

ArticleBMJ open2026

Behavioural and social determinants of type 2 diabetes self-care adherence in a low-resource setting in South Ethiopia: a cross-sectional study using integrated health belief model and health-related quality-of-life frameworks.

Temesgen Anjulo Ageru, Cua Ngoc Le, Apichai Wattanapisit, Eskinder Wolka Woticha, Charuai Suwanbamrung

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Article in BMJ open, 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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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Temesgen Anjulo AgeruPublic Health Research Program, School of Public Health, Walailak University, Nakhon Si Thammarat, Thailand.ORCID http://orcid.org/0000-0001-9440-2622
Cua Ngoc LePublic Health Research Program, School of Public Health, Walailak University, Nakhon Si Thammarat, Thailand.ORCID http://orcid.org/0000-0001-5634-7669
Apichai WattanapisitFamily and Preventive Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand yincharuai@gmail.com apichai.w@psu.ac.th.ORCID http://orcid.org/0000-0002-9537-8510
Eskinder Wolka WotichaCollege of Medicine and Health Sciences, Wolaita Sodo University, Sodo, Ethiopia.ORCID http://orcid.org/0000-0003-1720-7561
Charuai SuwanbamrungPublic Health Research Program, School of Public Health, Walailak University, Nakhon Si Thammarat, Thailand yincharuai@gmail.com apichai.w@psu.ac.th.ORCID http://orcid.org/0000-0003-2318-4570

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo investigate the behavioural and social determinants of type 2 diabetes mellitus (T2DM) self-care adherence in South Ethiopia using the integrated health belief model (HBM) and health-related quality-of-life (HRQoL) frameworks.

designA cross-sectional study.

settingThree public hospitals in South Ethiopia: Wolaita Sodo University Comprehensive Hospital, Humbo Primary Hospital and Boditi Primary Hospital.

participants404 systematically sampled adults aged 18-60 years with a confirmed diagnosis of T2DM who had been attending follow-up clinics for at least 12 months. Exclusion criteria included newly diagnosed T2DM, pregnancy, severe comorbidities or critical illness and unwillingness to participate. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome was adherence to diabetes self-care, assessed using the Summary of Diabetes Self-Care Activities scale across five domains: diet, physical activity, medication intake, blood glucose monitoring and foot care. Good adherence was defined as engagement in recommended behaviours on ≥50% of days per week. Secondary outcomes included socio-demographic factors, clinical variables, HBM constructs (perceived susceptibility, severity, benefits, barriers, cues to action and self-efficacy) and HRQoL domains (physical, psychological, social and environmental).

resultsOf 404 participants, 58.4% demonstrated good adherence. In multivariable analysis, insulin-only treatment (AOR=3.0; p<0.001), having comorbidities (AOR=2.02; p=0.007) and poor glycaemic control (AOR=3.6; p=0.003) were positively associated with adherence. Factors associated with poor adherence included low income (AOR=0.18; p=0.002), living alone (AOR=0.19; p=0.012), low self-efficacy (AOR=0.18; p<0.001) and poor psychological health (AOR=0.53; p=0.024).

conclusionThe findings challenge the direct application of standard behavioural models in low-resource settings. Structured factors, such as poverty, can overwhelm psychological mechanisms. Effective interventions must integrate economic support with psychological care to improve self-care adherence.

Indexed as

Diabetes Mellitus, Type 2Health Belief ModelPatient ComplianceQuality of LifeSelf CareSocial Determinants of HealthAdolescentAdultCross-Sectional StudiesEthiopiaFemaleHumansMaleMiddle AgedResource-Limited SettingsYoung AdultDIABETES & ENDOCRINOLOGYDiabetes Mellitus, Type 2EPIDEMIOLOGYHealth ServicesQuality of Life

Identifiers

PMID42556836
PMCPMC13448592

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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.