Prevalence and determinants of type 2 diabetes mellitus among adults in rural communities of Rivers State, Nigeria

Authors

  • Nduye C. T. Briggs Department of Community Medicine, Faculty of Clinical Sciences, College of Medical Sciences, Rivers State University, Port Harcourt, Nigeria
  • Ifeoma C. Nwadiuto Department of Community Medicine, Faculty of Clinical Sciences, College of Medical Sciences, Rivers State University, Port Harcourt, Nigeria https://orcid.org/0000-0002-9020-8117

DOI:

https://doi.org/10.18203/2394-6040.ijcmph20261013

Keywords:

Determinants, Prevalence, Rivers State, Rural communities, Type 2 diabetes mellitus

Abstract

Background: Type 2 diabetes mellitus (T2DM) is increasingly recognized in rural populations, yet data on prevalence and determinants in rural communities in Rivers State, Nigeria, remain limited. Understanding these factors is essential for planning targeted interventions. This study determined the prevalence and independent determinants of T2DM among adults.

Methods: A community-based cross-sectional study was conducted between March and September 2025 among 602 adults aged ≥18 years in nine rural communities across three rural Local Government Areas. Multistage probability sampling selected households and one eligible adult per household. Data on sociodemographic characteristics, lifestyle behaviours, and family history were collected using a pretested WHO STEPwise questionnaire. Anthropometry, blood pressure, and fasting blood glucose were measured using standard protocols. Internal consistency was assessed using Cronbach’s alpha. Descriptive statistics, bivariate analysis, and multivariable logistic regression were performed. Model diagnostics included multicollinearity assessment, Hosmer-Lemeshow goodness-of-fit, and receiver operating characteristic curve analysis.

Results: Prevalence of T2DM was 9.3%, with 41.1% previously undiagnosed. Age ≥45 years (AOR=3.12; 95% CI: 1.68–5.78), obesity (AOR=2.84; 95% CI: 1.49-5.42), physical inactivity (AOR=2.17; 95% CI: 1.16-4.05), hypertension (AOR=2.63; 95% CI: 1.38-5.02), and family history of diabetes (AOR=3.41; 95% CI: 1.72-6.78) were independently associated with T2DM. The model demonstrated good fit (Hosmer-Lemeshow p=0.64) and discrimination (ROC=0.78).

Conclusions: T2DM is prevalent in rural communities of Rivers State, with undiagnosed cases common. Modifiable and non-modifiable factors predict T2DM, supporting screening and lifestyle interventions.

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References

Duncan BB, Magliano DJ, Boyko EJ. IDF Diabetes Atlas 11th edition 2025: global prevalence and projections for 2050. Nephrol Dial Transplant. 2025;41(1):7-9. DOI: https://doi.org/10.1093/ndt/gfaf177

World Health Organization. Assessing national capacity for the prevention and control of noncommunicable diseases: report of the 2021 global survey, 2023. Available at: https://hpfhub.info/wp-content/uploads/2024/05/Assessing-National-Capacity-for-the-Prevention-and-Control-of-Noncommunicable-Diseases-Report-of-the-2021-Global-Survey-WHO-2023.pdf. Accessed 01 January 2026.

Leke AZ, Maboh NM, Maeya SE, Armstrong O, Ndumbe LD, Nyenti BP, et al. Epidemiological transition of type 2 diabetes mellitus in rural South West Cameroon. Open J Endocr Metab Dis. 2020;10:45-58. DOI: https://doi.org/10.4236/ojemd.2020.104006

Olamoyegun MA, Alare K, Afolabi SA, Ogundipe OA, Ezeani IU, Okafor CI, et al. A systematic review and meta analysis of the prevalence and risk factors of type 2 diabetes mellitus in Nigeria. Clin Diabetes Endocrinol. 2024;10:43. DOI: https://doi.org/10.1186/s40842-024-00209-1

Ramalan MA, Habibu RA, Maiyaki MB, Uloko ID, Muhammad FY. Diabetes mellitus and its risk factors among a suburban population of northwestern Nigerians: a community-based survey. Niger Med J. 2022;62(4):165-170.

Rahman M, Khatri RB, Gomersall S, Hossian M, Khan A. Healthcare service utilisation across continuum of care for type 2 diabetes among culturally and linguistically diverse populations: a systematic review. Int J Environ Res Public Health. 2025;22(8):1279. DOI: https://doi.org/10.3390/ijerph22081279

7. Flood D, Geldsetzer P, Agoudavi K, Aryal KK, Brant LCC, Brian G, et al. Rural-urban differences in diabetes care and control in 42 low- and middle-income countries: a cross-sectional study of nationally representative individual-level data. Diabetes Care. 2022;45(9):1961-70. DOI: https://doi.org/10.2337/dc21-2342

Atun R, Davies JI, Gale EAM, Bärnighausen T, Beran D, Kengne AP, et al. Diabetes in sub Saharan Africa: from clinical care to health policy. Lancet Diabetes Endocrinol. 2017;5(8):622-67. DOI: https://doi.org/10.1016/S2213-8587(17)30181-X

Alharithy MK, Alobaylan MM, Alsugair ZO, Alswat KA. Impact of family history of diabetes on diabetes control and complications. Endocr Pract. 2018;24(9):773-9. DOI: https://doi.org/10.4158/EP-2018-0071

Nwafor CE, Edeogu J, Stanley R, Enyichukwu B, Ogomegbunam M. Prevalence of Diabetes Mellitus Among Adult Population Within a Southern Nigerian Community. EJMHR. 2024;2(1):131-7. DOI: https://doi.org/10.59324/ejmhr.2024.2(1).22

World Health Organization. WHO STEPwise approach to chronic disease risk factor surveillance (STEPS), 2022. Available at: https://www.who.int/teams/noncommunicable-diseases/surveillance/systems-tools/steps. Accessed 01 January 2026.

World Health Organization. Diabetes: key facts and diagnostic criteria, 2024. Available at: https://www.who.int/news-room/fact-sheets/detail/diabetes. Accessed 01 January 2026.

Caleyachetty R, Barber TM, Mohammed NI, Cappuccio FP, Hardy R, Mathur R, et al. Ethnicity specific BMI cutoffs for obesity based on type 2 diabetes risk in England: a population based cohort study. Lancet Diabet Endocrinol. 2021;9(7):419-426. DOI: https://doi.org/10.1016/S2213-8587(21)00088-7

Uloko AE, Musa BM, Ramalan MA, Gezawa ID, Puepet FH, Uloko AT, et al. Prevalence and risk factors for diabetes mellitus in Nigeria: a systematic review and meta-analysis. Diabet Ther. 2018;9(3):1307-16. DOI: https://doi.org/10.1007/s13300-018-0441-1

Musa DI, Agbana BE, Adeola MF, Idache BM, Abu S, Iwuagwu TE. Diagnostic performance of central and generalized adiposity in detecting risk of diabetes mellitus in adolescents. Afr Health Sci. 2022;22(4):119-26. DOI: https://doi.org/10.4314/ahs.v22i4.15

Aune D, Norat T, Leitzmann M, Tonstad S, Vatten LJ. Physical activity and the risk of type 2 diabetes: a systematic review and dose-response meta-analysis. Eur J Epidemiol. 2015;30(7):529-42. DOI: https://doi.org/10.1007/s10654-015-0056-z

Akpa OM, Made F, Ojo A, Ovbiagele B, Adu D, Motala AA, et al. Regional patterns and association between obesity and hypertension in Africa: evidence from the H3Africa CHAIR study. Hypertension. 2020;75(5):1167-78. DOI: https://doi.org/10.1161/HYPERTENSIONAHA.119.14147

Otieno P, Asiki G, Wekesah F, Levitt NS, Adebayo OM, Addo J, et al. Multimorbidity of cardiometabolic diseases: a cross-sectional study of patterns, clusters and associated risk factors in sub-Saharan Africa. BMJ Open. 2023;13:e064275. DOI: https://doi.org/10.1136/bmjopen-2022-064275

Federal Ministry of Health Nigeria. National Multi Sectoral Action Plan for the Prevention and Control of Non Communicable Diseases (2019-2025), 2019. Available at: https://www.health.gov.ng/wp-content/uploads/2025/06/NCDs_Multisectoral_Action_Plan.pdf. Accessed 01 January 2026.

Ubani BC, Nkpozi MO, Ekrikpo UE, Ekuma I, Young EE, Unachukwu CN. Prevalence and risk factors of type 2 diabetes mellitus in a rural and an urban Nigerian community: Are the demographics changing? Glob J Med Publ Heal. 2025;14(1).

Adeloye D, Ige JO, Aderemi AV, Amoo EO, Adeleye N, Oni G, et al. Estimating the prevalence, hospitalisation and mortality from type 2 diabetes mellitus in Nigeria: a systematic review and meta-analysis. BMJ Open. 2017;7:e015424. DOI: https://doi.org/10.1136/bmjopen-2016-015424

Rahman MN, Alam SS, Zobayed A, Hasan MM, Nisha S, Hossian M, et al. Prevalence of diabetes mellitus and associated risk factors among adult individuals in selected areas of Bangladesh. Am J Public Health Res. 2020;8(6):209-13.

Kibirige D, Chamba N, Andia-Biraro I, Kilonzo K, Laizer SN, Sekitoleko I, et al. Indicators of optimal diabetes care and burden of diabetes complications in Africa: a systematic review and meta-analysis. BMJ Open. 2022;12(11):e060786. DOI: https://doi.org/10.1136/bmjopen-2022-060786

Idris IO, Oguntade AS, Mensah EA, Adebayo RA, Okafor CI, Alabi TO, et al. Prevalence of non-communicable diseases and its risk factors among Ijegun-Isheri Osun residents in Lagos State, Nigeria: a community-based cross-sectional study. BMC Public Health. 2020;20:1258. DOI: https://doi.org/10.1186/s12889-020-09349-2

Agbana RD, Adegbilero-Iwari OE, Amu EO, Ijabadeniyi OA. Awareness and risk burden of diabetes mellitus in a rural community of Ekiti State, South-Western Nigeria. J Prev Med Hyg. 2021;61(4):E593-600.

Idowu AO, Adesegun OA, Akintunde A, Alalade BA, Osibowale BT, Odelola OI, et al. 10-Year risk of developing type 2 diabetes mellitus: a survey of rural communities in Southern Nigeria. West Afr J Med. 2022;39(11):1113-8.

Balogun WO, Akinyemi JO, Ajayi IO, Olamoyegun MA, Olopade OB, Bolarinwa OA, et al. Rural urban differences in risk factors for prediabetes and undiagnosed diabetes among adult dwellers in selected Yoruba speaking parts of Nigeria: a glycated haemoglobin based population screening. West Afr J Med. 2024;41(5):583-91.

Garg P, Duggal N. Type 2 diabetes mellitus, its impact on quality of life and how the disease can be managed-a review. Obes Med. 2022;35:100459. DOI: https://doi.org/10.1016/j.obmed.2022.100459

Lubaki JP, Omole OB, Francis JM. Glycaemic control among type 2 diabetes patients in sub-Saharan Africa from 2012 to 2022: a systematic review and meta-analysis. Diabetol Metab Syndr. 2022;14(1):134. DOI: https://doi.org/10.1186/s13098-022-00902-0

Kabir A, Karim MN, Islam RM, Rahman MM, Chowdhury HA, Ahmed S, et al. Health system readiness for non-communicable diseases at the primary care level: a systematic review. BMJ Open. 2022;12(2):e060387. DOI: https://doi.org/10.1136/bmjopen-2021-060387

Zehra A, Gerstle D, Ali FM, Ali M, Mejia-Lancheros C, Fazli GS. A scoping review on community-based diabetes screening interventions: paving the pathway to early care and prevention of diabetes. Curr Diabetes Rep. 2025;25(1):51. DOI: https://doi.org/10.1007/s11892-025-01605-2

Katte JC, Sibomana L, Hapunda G, Cikomola JC, Abidha CA. Diabetes in sub-Saharan Africa: what are the next steps? Lancet Diabetes Endocrinol. 2022;10(11):766-8. DOI: https://doi.org/10.1016/S2213-8587(22)00274-1

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Published

2026-03-31

How to Cite

Briggs, N. C. T., & Nwadiuto, I. C. (2026). Prevalence and determinants of type 2 diabetes mellitus among adults in rural communities of Rivers State, Nigeria. International Journal Of Community Medicine And Public Health, 13(4), 1688–1696. https://doi.org/10.18203/2394-6040.ijcmph20261013

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Original Research Articles