skip to main content

Mental Health Problems and Regularity of Health-Seeking Behavior among Older Adults with Diabetes

*Intansari Nurjannah orcid scopus  -  Department of Community and Mental Health Nursing, Faculty of Medicine, Public Health, and Nursing, , Indonesia
Nurullya Rachma orcid  -  Department of Nursing, Faculty of Medicine, Universitas Diponegoro , Indonesia
Ema Madyaningrum orcid scopus  -  Department of Community and Mental Health Nursing, Faculty of Medicine, Public Health, and Nursing, , Indonesia
Probosuseno Probosuseno orcid  -  Geriatric Division, Department of Internal Medicine, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Indonesia
Open Access Copyright (c) 2026 Nurse Media Journal of Nursing
Creative Commons License This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Citation Format:
Abstract

Background: Older adults with diabetes are vulnerable to mental health problems, such as depression, anxiety, and cognitive impairment, as well as inappropriate medication use. These conditions may affect their health-seeking behavior (HSB), including the regularity of visits to healthcare facilities. However, studies examining the regularity of HSB and associated factors among older adults with diabetes remain limited.

Purpose: This study aimed to examine the associations between mental health problems and the regularity of HSB among older adults with diabetes.

Methods: A cross-sectional study was conducted among 301 older adults with diabetes recruited from three community health centers in Semarang, Indonesia, using proportionate stratified random sampling. Data were collected on sociodemographic characteristics, mental health status, medication appropriateness, and regularity of healthcare visits as a measure of HSB. Healthcare visits were categorized as routine or irregular based on participants’ self-reported visits during the previous three months. Data were analyzed using chi-square tests and logistic regression.

Results: Most participants were aged 70 years or younger (75.7%), female (64.1%), and married (68.1%). Overall, 8.6% were at risk of depression, 22.6% screened positive for anxiety symptoms, 18.9% were at risk of inappropriate medication use, and 88.7% had normal cognitive functioning. Irregular HSB was reported by 61.8% of participants. HSB regularity was significantly associated with age (p = .003), gender (p = .004), education (p < .001), marital status (p = .043), risk of depression (p = .019), cognitive impairment (p = .001), and inappropriate medication use (p = .001), but not with anxiety (p = .11). In multivariable analysis, participants at risk of inappropriate medication use had lower odds of routine HSB (OR = 0.044, 95% CI: 0.017–0.106). Participants aged over 70 years also had lower odds of routine HSB (OR = 0.423, 95% CI: 0.182–0.979).

Conclusion: Sociodemographic characteristics, mental health problems, and inappropriate medication use were associated with the regularity of HSB among older adults with diabetes. Integrating mental health screening, appropriate medication management, and family support into diabetes care may promote regular healthcare visits and improve health outcomes.

Fulltext Email colleagues
Keywords: Diabetes; health-seeking behavior; mental health; older adults; primary health care

Article Metrics:

  1. ADA. (2024). 13. Older Adults: Standards of Care in Diabetes—2025. Diabetes Care, 48(Supplement_1), S266-S282. https://doi.org/10.2337/dc25-S013
  2. Adams, C., Gringart, E., & Strobel, N. (2024). Barriers to mental health help-seeking among older adults with chronic diseases. Australian Psychologist, 59(2), 154-165
  3. Al-halaj, Q. M. I. (2014). Pengaruh Dzikir Menjelang Tidur Terhadap Kualitas Tidur Lanjut Usia Di Panti Sosial Tresna Werdha Budi Mulia 01 Jakarta Timur
  4. Al-Ozairi, A., Taghadom, E., Irshad, M., & Al-Ozairi, E. (2023). Association between depression, diabetes self-care activity and glycemic control in an Arab population with type 2 diabetes. Diabetes, Metabolic Syndrome and Obesity, 321-329
  5. AL‐Musawe, L., Torre, C., Guerreiro, J. P., Rodrigues, A. T., Raposo, J. F., Mota‐Filipe, H., & Martins, A. P. (2020). Polypharmacy, potentially serious clinically relevant drug‐drug interactions, and inappropriate medicines in elderly people with type 2 diabetes and their impact on quality of life. Pharmacology research & perspectives, 8(4), e00621
  6. Amundson, C. J., Knight, R., Ybarra, G. M., Turgeon, J., & Bingham, J. M. (2022). Mitigating the risk of adverse effects related to augmentation therapy for resistant major depressive disorder: a case report. Medicina, 58(3), 438. https://doi.org/https://doi.org/10.3390/medicina58030438
  7. Andrade, D. M. B., Rocha, R. M., & Ribeiro, Í. J. S. (2022). Depressive symptoms among older adults with diabetes mellitus: a cross-sectional study. Sao Paulo Medical Journal, 141(4), e2021771
  8. Azam, M., Sulistiana, R., Fibriana, A. I., Savitri, S., & Aljunid, S. M. (2021). Prevalence of mental health disorders among elderly diabetics and associated risk factors in Indonesia. International Journal of Environmental Research and Public Health, 18(19), 10301
  9. Bansal, R., Chatterjee, P., Chakrawarty, A., Satpathy, S., Kumar, N., Dwivedi, S. N., & Dey, A. B. (2018). Diabetes: A risk factor for poor mental health in aging population. Journal of Geriatric Mental Health, 5(2), 152-158. https://doi.org/10.4103/jgmh.jgmh_5_18
  10. Barton, S., Karner, C., Salih, F., Baldwin, D. S., & Edwards, S. J. (2014). Clinical effectiveness of interventions for treatment-resistant anxiety in older people; a systematic review. Health Technology Assessment, 18(50), 1-60
  11. Byrne, G. J., & Pachana, N. A. (2011, Feb). Development and validation of a short form of the Geriatric Anxiety Inventory--the GAI-SF. Int Psychogeriatr, 23(1), 125-131. https://doi.org/10.1017/s1041610210001237
  12. Campbell, N. L., Boustani, M. A., Skopelja, E. N., Gao, S., Unverzagt, F. W., & Murray, M. D. (2012, 2012/06/01/). Medication Adherence in Older Adults With Cognitive Impairment: A Systematic Evidence-Based Review. The American Journal of Geriatric Pharmacotherapy, 10(3), 165-177. https://doi.org/https://doi.org/10.1016/j.amjopharm.2012.04.004
  13. Cao, F., Yang, F., Li, J., Guo, W., Zhang, C., Gao, F., Sun, X., Zhou, Y., & Zhang, W. (2024). The relationship between diabetes and the dementia risk: a meta-analysis. Diabetology & Metabolic Syndrome, 16(1), 101
  14. Carr, E., Federman, A., Dzahini, O., Dobson, R. J., & Bendayan, R. (2021). A multidimensional measure of polypharmacy for older adults using the Health and Retirement Study. Scientific Reports, 11(1), 8783. https://doi.org/https://doi.org/10.1038/s41598-021-86331-x
  15. Cheng, G., Huang, C., Deng, H., & Wang, H. (2012). Diabetes as a risk factor for dementia and mild cognitive impairment: a meta‐analysis of longitudinal studies. Internal medicine journal, 42(5), 484-491
  16. Choi, K. W., Lee, Y. H., Liu, Z., Fatori, D., Bauermeister, J. R., Luh, R. A., Clark, C. R., Brunoni, A. R., Bauermeister, S., & Smoller, J. W. (2023). Social support and depression during a global crisis. Nature Mental Health, 1(6), 428-435. ( https://doi.org/10.1038/s44220-023-00078-0)
  17. Duy, H. M., Lee, J., Han, W., Rajaguru, V., & Jang, S. Y. (2023, Feb 6). The Health-Seeking Behavior of the Elderly with Non-Communicable Diseases in Coastal Areas of Vietnam. Healthcare (Basel), 11(4). https://doi.org/10.3390/healthcare11040465
  18. Elshaikh, U., Sheik, R., Saeed, R. K. M., Chivese, T., & Alsayed Hassan, D. (2023). Barriers and facilitators of older adults for professional mental health help-seeking: a systematic review. BMC Geriatrics, 23(1), 516. https://doi.org/https://doi.org/10.1186/s12877-023-04229-x
  19. Fauziyah, S., Andrajati, R., Sartika, R. A. D., & Radji, M. (2020). Adaptation and validation of the Screening Tool of Older People's Prescriptions Instrument for the Indonesian population. Journal of Research in Pharmacy Practice, 9(1), 24-29. https://doi.org/https://doi.org/10.4103/jrpp.JRPP_19_106
  20. Garcia, J. F., Peters, A. L., Raymond, J. K., Fogel, J., & Orrange, S. (2022). Equity in medical care for people living with diabetes. Diabetes Spectrum, 35(3), 266-275. https://doi.org/https://doi.org/10.2337/dsi22-0003
  21. Goldberg, E. M., Bountogo, M., Harling, G., Baernighausen, T., Davies, J. I., & Hirschhorn, L. R. (2022). Older persons experiences of healthcare in rural Burkina Faso: Results of a cross sectional household survey. PLOS Global Public Health, 2(6), e0000193. https://doi.org/https://doi.org/10.1371/journal.pgph.0000193
  22. Gow, K., Rashidi, A., & Whithead, L. (2024). Factors influencing medication adherence among adults living with diabetes and comorbidities: a qualitative systematic review. Current diabetes reports, 24(2), 19-25. https://doi.org/https://doi.org/10.1007/s11892-023-01532-0
  23. Guerrero Fernández de Alba, I., Gimeno-Miguel, A., Poblador-Plou, B., Gimeno-Feliu, L. A., Ioakeim-Skoufa, I., Rojo-Martínez, G., Forjaz, M. J., & Prados-Torres, A. (2020). Association between mental health comorbidity and health outcomes in type 2 diabetes mellitus patients. Scientific Reports, 10(1), 19583. https://doi.org/https://doi.org/10.1038/s41598-020-76546-9
  24. Gyasi, R. M., Odei, J., Hambali, M. G., Gyasi-Boadu, N., Obeng, B., Asori, M., Hajek, A., Jacob, L., Adjakloe, Y. A. D., Opoku-Ware, J., Smith, L., & Koyanagi, A. (2023, Nov). Diabetes mellitus and functional limitations among older adults: Evidence from a large, representative Ghanaian aging study. J Psychosom Res, 174, 111481. https://doi.org/10.1016/j.jpsychores.2023.111481
  25. Herder, C., Schmitt, A., Budden, F., Reimer, A., Kulzer, B., Roden, M., Haak, T., & Hermanns, N. (2017). Association between pro-and anti-inflammatory cytokines and depressive symptoms in patients with diabetes—potential differences by diabetes type and depression scores. Translational Psychiatry, 7(11), 1
  26. Hilz, R., & Wagner, M. (2018). Marital status, partnership and health behaviour: Findings from the German Ageing Survey (DEAS). Comparative Population Studies-Zeitschrift für Bevölkerungswissenschaft, 43, 65-97. https://doi.org/https://doi.org/10.12765/CPoS-2018-08en
  27. International Diabetes, F. (2019). Diabetes Atlas (Ninth edit ed.). https://doi.org/10.1016/S0140-6736(55)92135-8
  28. Jiang, S., Yu, T., Di, D., Wang, Y., & Li, W. (2023, 2023/11/9). Worldwide burden and trends of diabetes among people aged 70 years and older, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. Diabetes/Metabolism Research and Reviews, 40(3). https://doi.org/https://doi.org/10.1002/dmrr.3745
  29. Kemenkes, B. K. P. D. (2023). Survei Kesehatan Indonesia Tahun 2023
  30. Konerding, U., Bowen, T., Elkhuizen, S. G., Faubel, R., Forte, P., Karampli, E., Malmström, T., Pavi, E., & Torkki, P. (2020). The impact of accessibility and service quality on the frequency of patient visits to the primary diabetes care provider: results from a cross-sectional survey performed in six European countries. BMC Health Services Research, 20(1), 800. ( https://doi.org/10.1186/s12913-020-05421-0)
  31. Kong, D., Li, M., Wang, J., Davitt, J. K., & Dong, X. (2019). The relationship between depressive symptoms and health services utilization in US Chinese older adults. The Gerontologist, 59(3), 447-455. https://doi.org/htpps://doi.org/10.1093/geront/gny010
  32. Lebrec, J., Ascher-Svanum, H., Chen, Y.-F., Reed, C., Kahle-Wrobleski, K., Hake, A. M., Raskin, J., Naderali, E., Schuster, D., Heine, R. J., & Kendall, D. M. (2016, 2016/05/03). Effect of diabetes on caregiver burden in an observational study of individuals with Alzheimer’s disease. BMC Geriatrics, 16(1), 93. https://doi.org/10.1186/s12877-016-0264-8
  33. Li, F.-R., Yang, H.-L., Zhou, R., Zheng, J.-Z., Chen, G.-C., Wu, X.-X., Zou, M.-C., Wang, J.-Y., Fu, Q., & Wu, X.-B. (2021). Influence of Diabetes Duration and Glycemic Control on Dementia: A Cohort Study. The Journals of Gerontology: Series A, 76(11), 2062-2070. https://doi.org/10.1093/gerona/glab221
  34. Li Y, B. N. R. G. E. W. A. A. G. L. S. (2012). Declining Rates of Hospitalization for Nontraumatic Lower-Extremity. https://doi.org/10.2337/dc11-1360
  35. Lin, L., Chen, P., Zhang, Y., Long, J., Wang, W., Sun, X., & Zhang, X. (2025). Burden of type 2 diabetes mellitus and risk factor attribution among older adults: A global, regional, and national analysis from 1990 to 2021, with projections up to 2040. Diabetes, Obesity and Metabolism
  36. Lu, L., Wang, S., Chen, J., Yang, Y., Wang, K., Zheng, J., Guo, P., Cai, Y., & Zhang, Q. (2023). Associated adverse health outcomes of polypharmacy and potentially inappropriate medications in community-dwelling older adults with diabetes. Frontiers in pharmacology, 14, 1284287. https://doi.org/https://doi.org/10.3389/fphar.2023.1284287
  37. McCombe, G., Fogarty, F., Swan, D., Hannigan, A., Fealy, G. M., Kyne, L., Meagher, D., & Cullen, W. (2018, Dec). Identified mental disorders in older adults in primary care: A cross-sectional database study. Eur J Gen Pract, 24(1), 84-91. https://doi.org/10.1080/13814788.2017.1402884
  38. Mehta, S., Puwar, T., Patel, Y., Patel, M., Shah, V., Patel, K., Patel, S., & Patel, I. M. (2023). Understanding health-seeking behavior of people with diabetes during COVID-19 pandemic: a facility based cross-sectional study conducted in Ahmedabad, India. Clinical Diabetology, 12(3), 141-149. https://doi.org/https://doi.org/10.5603/DK.a2023.0013
  39. Mendes, R., Martins, S., & Fernandes, L. (2019, Aug). Adherence to Medication, Physical Activity and Diet in Older Adults With Diabetes: Its Association With Cognition, Anxiety and Depression. J Clin Med Res, 11(8), 583-592. https://doi.org/https://doi.org/10.14740/jocmr3894
  40. Messina, R., Lenzi, J., Rosa, S., Fantini, M. P., & Di Bartolo, P. (2024). Clinical health psychology perspectives in diabetes care: a retrospective cohort study examining the role of depression in adherence to visits and examinations in type 2 diabetes management. Healthcare,
  41. Mosili, P., Mkhize, B. C., Sibiya, N. H., Ngubane, P. S., & Khathi, A. (2024). Review of the direct and indirect effects of hyperglycemia on the HPA axis in T2DM and the co-occurrence of depression. BMJ Open Diabetes Research & Care, 12(1)
  42. Natovich, R., Gayus, N., Azmon, M., Michal, H., Gury Twito, O., Yair, T., Raudoi, S., Kapra, O., & Cukierman-Yaffe, T. (2020). A comprehensive intervention for promoting successful aging amongst older people with diabetes with below-normal cognitive function—a feasibility study. Frontiers in Endocrinology, 11, 348. https://doi.org/https://doi.org/10.3389/fendo.2020.00348
  43. Nurhasanah, N., Juanita, J., & Putra, A. (2024). Anxiety and diet among elderly people suffering from diabetes mellitus in Banda Aceh, Indonesia: A correlational study. International Journal of Advanced and Applied Sciences, 11(1), 123-128. https://doi.org/https://doi.org/10.21833/ijaas.2024.01.015
  44. Oluyase, A. O., Raistrick, D., Hughes, E., & Lloyd, C. (2019). The appropriateness of psychotropic medicines: an interview study of service users attending a substance misuse service in England. International journal of clinical pharmacy, 41(4), 972-980. https://doi.org/https://doi.org/10.1007/s11096-019-00861-z
  45. Opara, H. C., Anarado, A. N., Anetekhai, C. J., Iheanacho, P. N., Okoronkwo, I. L., & Obuekwu, A. L. (2020). Non-adherence to selected self-care actions and its determinants among adults with type 2 diabetes mellitus in a tertiary hospital in Enugu State Nigeria. Journal of Diabetes and Endocrinology, 11(1), 1-9. https://doi.org/https://doi.org/10.5897/JDE2019.0133
  46. Palestin, B., Nurachmah, E., & Ariawan, I. (2006). Pengaruh Umur, Depresi dan Demensia Terhadap Disabilitas Fungsional Lansia di PSTW Abiyoso dan PSTW Budi Dharma Provinsi DI Yogyakarta (Adaptasi Model Sistem Neuman) http://eprints.poltekkesjogja.ac.id/id/eprint/79
  47. Park, L. T., & Zarate Jr, C. A. (2019). Depression in the primary care setting. New England Journal of Medicine, 380(6), 559-568. https://doi.org/https://doi.org/10.1056/NEJMcp1712493
  48. Pescosolido, B. A. (1992). Beyond rational choice: The social dynamics of how people seek help. American journal of sociology, 97(4), 1096-1138
  49. Reinke, C., Buchmann, N., Fink, A., Tegeler, C., Demuth, I., & Doblhammer, G. (2021). Diabetes duration and the risk of dementia: a cohort study based on German health claims data. Age and Ageing, 51(1). https://doi.org/10.1093/ageing/afab231
  50. Schuster, A. M., Ghaiumy Anaraky, R., & Cotten, S. R. (2023). Online health information seeking and the association with anxiety among older adults. Frontiers in Public Health, 11, 1076571. https://doi.org/https://doi.org/10.3389/fpubh.2023.1076571
  51. Sirirak, T., Sangsupawanich, P., Wongpakaran, N., & Srisintorn, W. (2022, Oct 11). The Geriatric Depression Scale Predicts Glycemic Control in Older Adult with Type 2 Diabetes Mellitus: A Longitudinal Study. Healthcare (Basel), 10(10). https://doi.org/10.3390/healthcare10101990
  52. Soleimani, L., Ravona-Springer, R., Lin, H.-M., Liu, X., Sano, M., Heymann, A., & Schnaider Beeri, M. (2021). Specific dimensions of depression have different associations with cognitive decline in older adults with type 2 diabetes. Diabetes Care, 44(3), 655-662. https://doi.org/https://doi.org/10.2337/dc20-2031
  53. Srivastava, S., Sulaiman, K., Drishti, D., & Muhammad, T. (2021). Factors associated with psychiatric disorders and treatment seeking behaviour among older adults in India. Scientific Reports, 11(1), 24085. https://doi.org/https://doi.org/10.1038/s41598-021-03385-7
  54. Tang, Y., Chen, Y., Zhou, Y., Wu, B., Zhang, S., Gong, Y., & Ni, Q. (2025a). Global burden of Type 2 Diabetes Mellitus attributable to dietary risks in elderly adults: insights from the Global Burden of Disease study 2021. Frontiers in Nutrition, 12, 1557923
  55. Tang, Y., Chen, Y., Zhou, Y., Wu, B., Zhang, S., Gong, Y., & Ni, Q. (2025b, 04/24). Global burden of Type 2 Diabetes Mellitus attributable to dietary risks in elderly adults: insights from the Global Burden of Disease study 2021. Frontiers in Nutrition, 12. https://doi.org/10.3389/fnut.2025.1557923
  56. Tsai, T.-H., Huang, N., Lin, I.-F., & Chou, Y.-J. (2019). Variation in the 11-year trajectories of medical care seeking behaviors in diabetes patients under a single payer system: persisting gaps to be filled. BMC Health Services Research, 19(1), 580. https://doi.org/https://doi.org/10.1186/s12913-019-4399-0
  57. Utami, N. (2019). Validitas dan Reliabelitas Geriatric Depression Scale 15 versi Bahasa Indonesia. Tesis Universitas Sumatera Utara, 4-16. http://repositori.usu.ac.id/handle/123456789/24058
  58. Vaughan Dickson, V., Melnyk, H., Ferris, R., Leon, A., Arcila-Mesa, M., Rapozo, C., Chodosh, J., & Blaum, C. S. (2023). Perceptions of Treatment Burden Among Caregivers of Elders With Diabetes and Co-morbid Alzheimer’s Disease and Related Dementias: A Qualitative Study. Clinical Nursing Research, 32(4), 752-758. https://doi.org/10.1177/10547738211067880
  59. Watson, K. T., Simard, J. F., Henderson, V. W., Nutkiewicz, L., Lamers, F., Rasgon, N., & Penninx, B. (2021). Association of Insulin Resistance With Depression Severity and Remission Status: Defining a Metabolic Endophenotype of Depression. JAMA Psychiatry, 78(4), 439-441. https://doi.org/10.1001/jamapsychiatry.2020.3669
  60. Weinstock, R. S., Aleppo, G., Bailey, T. S., Bergenstal, R. M., Fisher, W. A., Greenwood, D. A., & Young, L. A. (2020). The role of blood glucose monitoring in diabetes management. https://doi.org/https://doi.org/10.2337/db2020-31
  61. [Record #79 is using a reference type undefined in this output style.]
  62. Xing, X. X., Zhu, C., Liang, H. Y., Wang, K., Chu, Y. Q., Zhao, L. B., Jiang, D. C., Wang, Y. Q., & Yan, S. Y. (2019). Associations Between Potentially Inappropriate Medications and Adverse Health Outcomes in the Elderly: A Systematic Review and Meta-analysis. Annals of Pharmacotherapy, 53(10), 1005-1019. https://doi.org/10.1177/1060028019853069
  63. Yang, H., Wu, F., Gui, M., Cheng, Y., & Zhang, L. (2023). The role of medication adherence in the association between depressive symptoms and quality of life in older adults with type 2 diabetes mellitus. BMC Geriatrics, 23(1), 196
  64. Zgambo, D., Mwanza, B., Soko, M., & Mbakaya, B. C. (2024). Analysis of Health Seeking Behavior among the Elderly (≥ 60 Years) in Bwengu, Mzimba North, Malawi. https://doi.org/

Last update:

No citation recorded.

Last update: 2026-08-31 23:03:19

No citation recorded.