Factors Influencing Medication Adherence Among Chinese Older Adults With Physical Multimorbidity and Polypharmacy: A Cross-Sectional Study
Xuewei Wang
Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand
School of Nursing, Beihua University, Jilin, China
Search for more papers by this authorCorresponding Author
Phanida Juntasopeepun
Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand
Correspondence:
Phanida Juntasopeepun ([email protected])
Search for more papers by this authorSirirat Panuthai
Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand
Search for more papers by this authorNattaya Suwankruhasn
Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand
Search for more papers by this authorXuewei Wang
Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand
School of Nursing, Beihua University, Jilin, China
Search for more papers by this authorCorresponding Author
Phanida Juntasopeepun
Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand
Correspondence:
Phanida Juntasopeepun ([email protected])
Search for more papers by this authorSirirat Panuthai
Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand
Search for more papers by this authorNattaya Suwankruhasn
Faculty of Nursing, Chiang Mai University, Chiang Mai, Thailand
Search for more papers by this authorFunding: The authors received no specific funding for this work.
ABSTRACT
Medication non-adherence is common in chronic conditions and linked to poor outcomes and higher costs. Older adults with multimorbidity and polypharmacy face a higher non-adherence risk. This cross-sectional study in northeast China (April–September 2024) examined medication adherence and its influencing factors among 240 community-dwelling older adults with physical multimorbidity and polypharmacy, using structured interviews at health centers. Data was analyzed using multiple linear regression, with medication adherence as the outcome variable. Independent variables included functional social support, medicine beliefs, illness representation, medication literacy, depression, experience of medication-related side effects, number of medications taken daily, and patient-provider relationship. Medication adherence among participants was at a moderate level. Poorer medication adherence was associated with insufficient medication literacy (p < 0.001), strong illness representation (p = 0.003), lower perceived functional social support (p = 0.008), depression (p = 0.050), and a strong belief in Traditional Chinese Medicine (p = 0.040). These findings highlight modifiable risk factors for non-adherence, offering targets for culturally tailored interventions to improve medication adherence and health outcomes in older adults with physical multimorbidity and polypharmacy.
Conflicts of Interest
The authors declare no conflicts of interest.
Open Research
Data Availability Statement
The data that support the findings of this study are available from the corresponding author upon reasonable request.
Supporting Information
Filename | Description |
---|---|
nhs70192-sup-0001-Supinfo.docxWord 2007 document , 31.9 KB |
Data S1. Supporting Information. |
Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
References
- Alhashem, G., R. Alyasery, and S. Al-Hassan. 2024. “The Association Between Depressive Symptoms and Medication Adherence Among Polypharmacy Older Adults.” European Psychiatry 67, no. S1: S363. https://doi.org/10.1192/j.eurpsy.2024.748.
10.1192/j.eurpsy.2024.748 Google Scholar
- Almakadma, A. H., A. De Vol, M. S. Alabdaljabar, et al. 2023. “Complementary and Alternative Medicine Use and Its Association With Medication Adherence in Inflammatory Bowel Disease and Other Gastrointestinal Diseases.” Saudi Journal of Gastroenterology 29, no. 4: 233–239. https://doi.org/10.4103/sjg.sjg_468_22.
- Alqallaf, S. M., L. Mattar, K. Ghuloom, K. Alabbad, F. Alshaikh, and M. Alhaddad. 2022. “Medication-Related Burden From the Perspective of the Elderly.” Medicine and Pharmacy Reports 95: 320–331. https://doi.org/10.15386/mpr-2133.
- Bishop, F. L., C. Y. Lim, G. Leydon, and G. Lewith. 2009. “Overseas Chinese Students in the UK: Patterns and Correlates of Their Use of Western and Traditional Chinese Medicine.” Complementary Therapies in Clinical Practice 15, no. 1: 8–13. https://doi.org/10.1016/j.ctcp.2008.09.005.
- Broadbent, E., K. J. Petrie, J. Main, and J. Weinman. 2006. “The Brief Illness Perception Questionnaire.” Journal of Psychosomatic Research 60, no. 6: 631–637. https://doi.org/10.1016/j.jpsychores.2005.10.020.
- Broadhead, W. E., S. H. Gehlbach, F. V. de Gruy, and B. H. Kaplan. 1988. “The Duke-UNC Functional Social Support Questionnaire.” Medical Care 26, no. 7: 709–723. https://doi.org/10.1097/00005650-198807000-00006.
- Chan, A. H. Y., R. Horne, M. Hankins, and C. Chisari. 2020. “The Medication Adherence Report Scale: A Measurement Tool for Eliciting Patients' Reports of Nonadherence.” British Journal of Clinical Pharmacology 86, no. 7: 1281–1288. https://doi.org/10.1111/bcp.14193.
- Chan, M., E. Mok, Y. Wong, et al. 2003. “Attitudes of Hong Kong Chinese to Traditional Chinese Medicine and Western Medicine: Survey and Cluster Analysis.” Complementary Therapies in Medicine 11, no. 2: 103–109. https://doi.org/10.1016/s0965-2299(03)00044-x.
- Chew, S. M., J. Lee, S. Lim, M. Liew, Y. Xu, and R. M. Towle. 2021. “Prevalence and Predictors of Medication Non-Adherence Among Older Community-Dwelling People With Chronic Disease in Singapore.” Journal of Advanced Nursing 77, no. 10: 4069–4080. https://doi.org/10.1111/jan.14913.
- Chuang, C. Y., H. Y. Chung, F. S. Chen, and I. Arai. 2025. “A Survey of Attitudes Toward and Experiences With Traditional Chinese Medicines Among People in Taiwan.” Journal of the Chinese Medical Association 88, no. 1: 34–42. https://doi.org/10.1097/jcma.0000000000001181.
- Cohen, J. 1988. Statistical Power Analysis for the Behavioral Sciences. 2nd ed. Lawrence Erlbaum Associates.
10.1046/j.1526-4610.2001.111006343.x Google Scholar
- Dugunchi, F., S. K. Mudgal, Z. H. Marznaki, et al. 2024. “Levels of Adherence to Treatment, Illness Perception and Acceptance of Illness in Patients With Coronary Artery Disease-Descriptive and Correlational Study.” BMC Cardiovascular Disorders 24, no. 1: 171. https://doi.org/10.1186/s12872-024-03827-w.
- Eyigor, S., Y. G. Kutsal, F. Toraman, et al. 2021. “Polypharmacy, Physical and Nutritional Status, and Depression in the Elderly: Do Polypharmacy Deserve Some Credits in These Problems?” Experimental Aging Research 47, no. 1: 79–91. https://doi.org/10.1080/0361073X.2020.1846949.
- Félix, I. B., and M. H. Henriques. 2021. “Medication Adherence and Related Determinants in Older People With Multimorbidity: A Cross-Sectional Study.” Nursing Forum 56, no. 4: 834–843. https://doi.org/10.1111/nuf.12619.
- Foley, L., J. Larkin, R. Lombard-Vance, et al. 2021. “Prevalence and Predictors of Medication Non-Adherence Among People Living With Multimorbidity: A Systematic Review and Meta-Analysis.” BMJ Open 11, no. 9: e044987. https://doi.org/10.1136/bmjopen-2020-044987.
- Gomes, D., A. I. Plácido, R. Mó, et al. 2019. “Daily Medication Management and Adherence in the Polymedicated Elderly: A Cross-Sectional Study in Portugal.” International Journal of Environmental Research and Public Health 17, no. 1: 200. https://doi.org/10.3390/ijerph17010200.
- Gong, N., Q. Du, H. Lou, et al. 2020. “Treatment Decision-Making for Older Adults With Cancer: A Qualitative Study.” Nursing Ethics 28, no. 2: 242–252. https://doi.org/10.1177/0969733020945752.
- Goyal, M. R., and A. Chauhan. 2024. “Holistic Approach of Nutrients and Traditional Natural Medicines for Human Health: A Review.” Future Integrative Medicine 3, no. 3: 197–208. https://doi.org/10.14218/FIM.2023.000892024.
10.14218/FIM.2023.000892024 Google Scholar
- Gu, L., S. Wu, S. Zhao, et al. 2017. “Association of Social Support and Medication Adherence in Chinese Patients With Type 2 Diabetes Mellitus.” International Journal of Environmental Research and Public Health 14, no. 12: 1522. https://doi.org/10.3390/ijerph14121522.
- Ho, S. C., S. A. Jacob, and B. Tangiisuran. 2017. “Barriers and Facilitators of Adherence to Antidepressants Among Outpatients With Major Depressive Disorder: A Qualitative Study.” PLoS One 12, no. 6: e0179290. https://doi.org/10.1371/journal.pone.0179290.
- Horvat, N., and M. Kos. 2020. “Development, Validation and Performance of a Newly Designed Tool to Evaluate Functional Medication Literacy in Slovenia.” International Journal of Clinical Pharmacy 42, no. 6: 1490–1498. https://doi.org/10.1007/s11096-020-01138-6.
- House, J. S., and R. L. Kahn. 1985. “ Measures and Concepts of Social Support.” In Social Support and Health, edited by S. Cohen and S. L. Syme, 83–108. Academic Press.
- İlhan, N., C. Savci, and S. Yildirim. 2025. “The Association Between Medication Adherence and Rational Drug Use Knowledge and Health Literacy in Older Adults Residing in Nursing Homes.” Journal of Evaluation in Clinical Practice 31, no. 1: e14303. https://doi.org/10.1111/jep.14303.
- Irshaidat, S., M. Gustafsson, and H. Norberg. 2023. “Self-Reported Medication Adherence Among Older People Admitted to Hospital: A Descriptive Study.” Drugs—Real World Outcome 10, no. 1: 23–29. https://doi.org/10.1007/s40801-023-00352-8.
- Jeon, H. O. 2020. “Correlation of Physical, Psychological, and Functional Factors With Independent Medication Adherence in Korean Older Adults With Chronic Illness: Using the 2017 National Survey of Older Koreans.” Archives of Gerontology and Geriatrics 90: 104130. https://doi.org/10.1016/j.archger.2020.104130.
- Jiang, C., F. Zhu, and T. Qin. 2020. “Relationships Between Chronic Diseases and Depression Among Middle-Aged and Elderly People in China: A Prospective Study From CHARLS.” Current Medical Science 40, no. 5: 858–870. https://doi.org/10.1007/s11596-020-2270-5.
- Kvarnström, K., A. Westerholm, M. Airaksinen, and H. Liira. 2021. “Factors Contributing to Medication Adherence in Patients With a Chronic Condition: A Scoping Review of Qualitative Research.” Pharmaceutics 13, no. 7: 1100. https://doi.org/10.3390/pharmaceutics13071100.
- Lavrador, M., A. C. Cabral, M. Castel-Branco, I. V. Figueiredo, and F. Fernandez-Llimos. 2023. “ Chapter 17—Polypharmacy and Medication Adherence.” In Aging, edited by P. J. Oliveira and J. O. Malva, 435–453. Academic Press.
10.1016/B978-0-12-823761-8.00014-8 Google Scholar
- Lee, E., and M. Choi. 2024. “Factors Associated With Medication Adherence Among Older Adults With Multimorbidity: A Culture Perspective.” Geriatric Nursing 55: 297–303. https://doi.org/10.1016/j.gerinurse.2023.11.018.
- Leventhal, H., I. Brissette, and E. A. Leventhal. 2003. “ The Common-Sense Model of Self-Regulation of Health and Illness.” In The Self-Regulation of Health and Illness Behaviour, 43–66. Routledge.
- Li, Y., and H. Cui. 2022. “On the Value of the Chinese Pre-Qin Confucian Thought of “Harmony” for Modern Public Mental Health.” Frontiers in Psychology 13: 870828. https://doi.org/10.3389/fpsyg.2022.870828.
- Liang, C.-C. 1999. “The Development and Examination of the Chinese-Western Medical Beliefs Scale.” Nursing Research 7, no. 5: 445–458. https://doi.org/10.7081/NR.199910.0445.
10.7081/NR.199910.0445 Google Scholar
- Lim, L. L., W. Chang, X. Yu, H. Chiu, M. Chong, and E. Kua. 2011. “Depression in Chinese Elderly Populations.” Asia-Pacific Psychiatry 3, no. 2: 46–53. https://doi.org/10.1111/j.1758-5872.2011.00119.x.
- Lin, Y.-P., K.-M. Chiu, and T.-J. Wang. 2011. “Reliability and Validity of the Chinese Version of the Brief Illness Perception Questionnaire for Patients With Coronary Heart Disease.” Ya Dong Xue Bao 31: 145–155.
- Ling, R. Z. Q., N. Jiao, N. B. Hassan, H. He, and W. Wang. 2020. “Adherence to Diet and Medication and the Associated Factors Among Patient With Chronic Heart Failure in a Multi-Ethnic Society.” Heart & Lung 49, no. 2: 144–150. https://doi.org/10.1016/j.hrtlng.2019.11.003.
- Liquori, G., A. De Leo, E. Di Simone, et al. 2022. “Medication Adherence in Chronic Older Patients: An Italian Observational Study Using Medication Adherence Report Scale (MARS-5I).” International Journal of Environmental Research and Public Health 19, no. 9: 5190. https://doi.org/10.3390/ijerph19095190.
- Liu, F., H. Chang, and X. Liu. 2023. “Adherence Behaviors and Related Factors Among Elderly Hypertensive Patients in China: Evidence From the China Health and Retirement Longitudinal Study.” Patient Preference and Adherence 17: 3539–3553. https://doi.org/10.2147/ppa.S445789.
- Lobanov-Rostovsky, S., Q. He, Y. Chen, et al. 2023. “Growing Old in China in Socioeconomic and Epidemiological Context: Systematic Review of Social Care Policy for Older People.” BMC Public Health 23, no. 1: 1272. https://doi.org/10.1186/s12889-023-15583-1.
- Martins, S., C. Martins, A. Almeida, L. Ayala-Nunes, A. Gonçalves, and C. Nunes. 2022. “The Adapted DUKE-UNC Functional Social Support Questionnaire in a Community Sample of Portuguese Parents.” Research on Social Work Practice 32, no. 5: 596–606. https://doi.org/10.1177/10497315221076039.
- McQuaid, E. L., and W. Landier. 2018. “Cultural Issues in Medication Adherence: Disparities and Directions.” Journal of General Internal Medicine 33, no. 2: 200–206. https://doi.org/10.1007/s11606-017-4199-3.
- Mei, C., B. Xu, X. Cai, et al. 2024. “Factors Affecting the Medication Literacy of Older Adults and Targeted Initiatives for Improvement: A Cross-Sectional Study in Central China.” Frontiers in Public Health 11: 1249022. https://doi.org/10.3389/fpubh.2023.1249022.
- Meng, F., M. Ye, J. Si, et al. 2022. “Status of Traditional Chinese Medicine Healthcare Services in Nursing Homes Across China.” Geriatric Nursing 45: 93–99. https://doi.org/10.1016/j.gerinurse.2022.02.025.
- Nguyen, H., G. Manolova, C. Daskalopoulou, S. Vitoratou, M. Prince, and A. M. Prina. 2019. “Prevalence of Multimorbidity in Community Settings: A Systematic Review and Meta-Analysis of Observational Studies.” Journal of Comorbidity 9: 2235042x19870934. https://doi.org/10.1177/2235042x19870934.
- Nie, B. 2021. “Beliefs About Medicines and Self-Reported Medication Adherence in Chinese Patients with Chronic Diseases.” (Doctoral diss., University College London).
- Nur, K. R. M. 2018. “Illness Perception and Cardiovascular Health Behaviour Among Persons With Ischemic Heart Disease in Indonesia.” International Journal of Nursing Sciences 5, no. 2: 174–180. https://doi.org/10.1016/j.ijnss.2018.04.007.
- Nyunt, M. S. Z., C. Fones, M. Niti, and T. P. Ng. 2009. “Criterion-Based Validity and Reliability of the Geriatric Depression Screening Scale (GDS-15) in a Large Validation Sample of Community-Living Asian Older Adults.” Aging & Mental Health 13, no. 3: 376–382. https://doi.org/10.1080/13607860902861027.
- O'Conor, R., J. Hebert-Beirne, M. Kwasny, et al. 2019. “Structural and Functional Support Among US Older Adults With Asthma: Cross-Sectional Associations With Medication Adherence.” BMJ Open 9, no. 8: e027430. https://doi.org/10.1136/bmjopen-2018-027430.
- Pantuzza, L. L. N., E. do Nascimento, S. F. Botelho, et al. 2021. “Mapping the Construct and Measurement of Medication Literacy: A Scoping Review.” British Journal of Clinical Pharmacology 87, no. 3: 754–775. https://doi.org/10.1111/bcp.14490.
- Peh, K. Q. E., Y. H. Kwan, H. Goh, et al. 2021. “An Adaptable Framework for Factors Contributing to Medication Adherence: Results From a Systematic Review of 102 Conceptual Frameworks.” Journal of General Internal Medicine 36, no. 9: 2784–2795. https://doi.org/10.1007/s11606-021-06648-1.
- Petkova, V., A. Peneva, K. Andreevska, et al. 2023. “Level of Hypertension Treatment Adherence During Pandemic.” Pharmacia 70, no. 3: 643–648. https://doi.org/10.3897/pharmacia.70.e109440.
- Qiao, X., X. Tian, N. Liu, et al. 2020. “The Association Between Frailty and Medication Adherence Among Community-Dwelling Older Adults With Chronic Diseases: Medication Beliefs Acting as Mediators.” Patient Education and Counseling 103, no. 12: 2548–2554. https://doi.org/10.1016/j.pec.2020.05.013.
- Rajahthurai, S. D., M. J. Farrukh, M. Makmor-Bakry, et al. 2022. “Use of Complementary and Alternative Medicine and Adherence to Medication Therapy Among Stroke Patients: A Meta-Analysis and Systematic Review.” Frontiers in Pharmacology 13: 870641. https://doi.org/10.3389/fphar.2022.870641.
- Sheikh, J. I., and J. A. Yesavage. 1986. “Geriatric Depression Scale (GDS): Recent Evidence and Development of a Shorter Version.” Clinical Gerontologist 5, no. 1–2: 165–173. https://doi.org/10.1300/J018v05n01_09.
10.1300/J018v05n01_09 Google Scholar
- Shiyanbola, O. O., E. Unni, Y.-M. Huang, and C. Lanier. 2018. “The Association of Health Literacy With Illness Perceptions, Medication Beliefs, and Medication Adherence Among Individuals With Type 2 Diabetes.” Research in Social and Administrative Pharmacy 14, no. 9: 824–830. https://doi.org/10.1016/j.sapharm.2017.12.005.
- Tang, D. 2013. “Application of the Short-Form Geriatric Depression Scale (GDS-15) in Chinese Elderly.” Chinese Journal of Clinical Psychology 21, no. 3: 402–405. https://doi.org/10.16128/j.cnki.1005-3611.2013.03.036.
10.16128/j.cnki.1005?3611.2013.03.036 Google Scholar
- Tang, J. D., and L. Gao. 2019. “Illness Perceptions Among Patients With Type 2 Diabetes Mellitus: A Cross-Sectional Study.” International Journal of Nursing Practice 26, no. 5: e12801. https://doi.org/10.1111/ijn.12801.
- Tinoco, M. S., R. C. S. Groia-Veloso, J. Santos, M. G. M. Cruzeiro, B. M. Dias, and A. M. M. Reis. 2021. “Medication Regimen Complexity of Coronary Artery Disease Patients.” einstein (Sao Paulo) 19: eAO5565. https://doi.org/10.31744/einstein_journal/2021AO5565.
- Tsai, L.-S. 2010. “Adherence to Recommendations of Home Modification for Falls Prevention in Stroke Patients.” (Master thesis, National Taiwan University).
- Van der Feltz-Cornelis, C. M., P. Van Oppen, H. W. J. Van Marwijk, E. De Beurs, and R. Van Dyck. 2004. “A Patient-Doctor Relationship Questionnaire (PDRQ-9) in Primary Care: Development and Psychometric Evaluation.” General Hospital Psychiatry 26, no. 2: 115–120. https://doi.org/10.1016/j.genhosppsych.2003.08.010.
- Von Elm, E., D. G. Altman, M. Egger, S. J. Pocock, P. C. Gøtzsche, and J. P. Vandenbroucke. 2008. “The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for Reporting Observational Studies.” Journal of Clinical Epidemiology 61, no. 4: 344–349. https://doi.org/10.1016/j.jclinepi.2007.11.008.
- Weng, H.-C. 2008. “Does the Physician's Emotional Intelligence Matter?: Impacts of the Physician's Emotional Intelligence on the Trust, Patient-Physician Relationship, and Satisfaction.” Health Care Management Review 33, no. 4: 280–288. https://doi.org/10.1097/01.HCM.0000318765.52148.b3.
- World Health Organization. 2003. “Adherence to Long-Term Therapies: Evidence for Action.” World Health Organization. https://iris.who.int/handle/10665/42682.
- World Health Organization. 2020. “Process of Translation and Adaptation of Instruments.” World Health Organization. https://www.who.int/substance_abuse/research_tools/translation/en/.
- World Health Organization. 2024. “Ageing and Health.” Accessed January 30, 2025. World Health Organization. https://www.who.int/news-room/fact-sheets/detail/ageing-and-health.
- Would Health Organization. 2016. “Multimorbidity: Technical Series on Safer Primary Care.” World Health Organization. https://apps.who.int/iris/bitstream/handle/10665/252275/9789241511650-eng.pdf;jsessionid=4E0E9387DD6C8EEC13B4C8F2892C137A?sequence=1.
- Wu, Q., Z. Jin, and P. Wang. 2022. “The Relationship Between the Physician-Patient Relationship, Physician Empathy, and Patient Trust.” Journal of General Internal Medicine 37, no. 6: 1388–1393. https://doi.org/10.1007/s11606-021-07008-9.
- Zang, J., Z. Liang, and L. Du. 2024. “Confucian Guidelines for Building an Ageing Society Under China's Modernization Process.” Trans/Form/Ação 47, no. 6: e02400316. https://doi.org/10.1590/0101-3173.2024.v47.n6.e02400316.
- Zhao, Y., R. Atun, B. Oldenburg, et al. 2020. “Physical Multimorbidity, Health Service Use, and Catastrophic Health Expenditure by Socioeconomic Groups in China: An Analysis of Population-Based Panel Data.” Lancet Global Health 8, no. 6: e840–e849. https://doi.org/10.1016/s2214-109x(20)30127-3.
- Zheng, F., S. Ding, L. Lai, et al. 2020. “Relationship Between Medication Literacy and Medication Adherence in Inpatients With Coronary Heart Disease in Changsha, China.” Frontiers in Pharmacology 10: 1537. https://doi.org/10.3389/fphar.2019.01537.
- Zhou, X., Q. He, Q. Li, J. Kuang, Y. Han, and J. Chen. 2022. “Factors Associated With Outpatient Satisfaction in Provincial Tertiary Hospitals in Nanchang, China: A Structural Equation Modeling Approach.” International Journal of Environmental Research and Public Health 19, no. 14: 8226. https://doi.org/10.3390/ijerph19148226.
- Zhu, T., D. Liu, A. Van Der Heide, I. J. Korfage, and J. A. Rietjens. 2023. “Preferences and Attitudes Towards Life-Sustaining Treatments of Older Chinese Patients and Their Family Caregivers.” Clinical Interventions in Aging 18: 467–475. https://doi.org/10.2147/cia.s395128.