Identifying Medication-Related Risk Factors among Iraqi Hospitalized Older Patients with Cardiovascular Disease: A Cross-Sectional Study
DOI:
https://doi.org/10.31351/vol35iss2pp136-144Keywords:
Cardiovascular disease, Medication-related problem, Older adults, Polypharmacy, Risk assessmentAbstract
Cardiovascular drugs are the most commonly prescribed therapeutic classes among older adults, reflecting the high burden of cardiovascular diseases in those patients. Prescribing in elderly people is challenging due to age-related physiological changes, geriatric syndromes, and multi-morbidity. Identifying risk factors associated with medication use is imperative to improve medication management, reduce the risk of medication errors, and optimize therapeutic outcomes. The aim of the present study was to explore medication-related risk factors among a group of older patients. A cross-sectional study was conducted using convenience sampling method to enroll hospitalized older patients attending the Cardiac Care Unit of Baquba Teaching Hospital in Diyala province from December 2024 to February 2025. Risk factors were estimated through the validated Medication Risk Questionnaire (MRQ). A total of 200 patients were included in the study, of whom 111(55.5%) were female. The median age (interquartile range) was 71 (68-74) years. Using more than five medications (89.5%), having more than one physician involved in their healthcare (39.5%), using medications for three or more different health conditions (63.5%), using narrow therapeutic index medications (36.5%), and frequent changes to their medication regimen (35%) were among the types of detected risk factors. Based on MRQ, various factors that may place older patients at risk for drug-related problems had been identified. These findings underscore the need for multi-faceted interventions like periodic structured medication review, medication reconciliation, and applying de-prescribing practices to avoid problematic polypharmacy, ensure the rational use of medications, and reduce unnecessary healthcare utilization.
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References
Qu C, Liao S, Zhang J, Cao H, Zhang H, Zhang N, et al. Burden of cardiovascular disease among elderly: based on the Global Burden of Disease Study 2019. Eur Heart J - Qual Care Clin Outcomes. 2024; 10(2):143–53.
Gelchu T, Abdela J. Drug therapy problems among patients with cardiovascular disease admitted to the medical ward and had a follow-up at the ambulatory clinic of Hiwot FanaSpecialized University Hospital: The case of a tertiary hospital in eastern Ethiopia. SAGE Open Med. 2019; 7:1-8.
Pharmaceutical Care Network Europe [Internet]. [Cited 2025 MAR 10]. Available from: https://www.pcne.org/.
Sera L, Uritsky T. Pharmacokinetic and pharmacodynamic changes in older adults and implications for palliative care. Prog Palliat Care. 2016; 24(5):255–61.
Wong C. Medication-related problems in older people: how to optimise medication management. Hong Kong Med J. 2020, 26(6):510-5.19.
Toivo T, Dimitrow M, Puustinen J, Savela E, Pelkonen K, Kiuru V, et al. Coordinating resources for prospective medication risk management of older home care clients in primary care: procedure development and RCT study design for demonstrating its effectiveness. BMC Geriatr. 2018; 18(1):74.
Panesar SS, deSilva D, Carson-Stevens A, Cresswell KM, Salvilla SA, Slight SP, et al. How safe is primary care? A systematic review. BMJ Qual Saf. 2016; 25(7):544–53.
Kallio S, Eskola T, Pohjanoksa-Mäntylä M, Airaksinen M. Medication Risk Management in Routine Dispensing in Community Pharmacies. Int J Environ Res Public Health. 2020; 17(21):8186.
Naples JG, Hanlon JT, Schmader KE, Semla TP. Recent Literature on Medication Errors and Adverse Drug Events in Older Adults. J Am Geriatr Soc. 2016; 64(2):401–8.
Zhang H, Du W, Gnjidic D, Chong S, Glasgow N. Trends in adverse drug reaction‐ related hospitalizations over 13 years in New South Wales, Australia. Internal Medicine Journal. 2019; 49(1):84–93.
Kemal Thenoon Syah Mansoor R, Ghali WadiAlgawwam H, Ahmed A. Assessment of The Use of Poly pharmacy in Geriatric Patients With Multimorbidity In Kirkuk, Iraq. Al-Kitab J Pure Sci. 2022; 3(2):52–61.
Abbas MS, Jamal M, Sabri MM, Abdulrahman Z, Hussain SA. Medication-Use Behavior of Elderly Patients in Baghdad City: A Cross-Sectional Study: Medication use behaviors in elderly. Al-Rafidain J Med Sci ISSN 2789-3219. 2021; 1:72–77.
Mustafa Majed Helayeel, Dhuha Ahmed Majeed, Noor Mohammed Falih, Inam Sameh Arif, Amani Anees Abbody. Assessment for the Risk Factors of Polypharmacy in Elderly Patients. Indian Journal of Forensic Medicine & Toxicology. 2021; 15(3):3738–42.
Dimitrow M, Puustinen J, Viikari P, Puumalainen E, Vahlberg T, Airaksinen MSA, et al. Can Practical Nurses Identify Older Home Care Clients at Risk of Drug-Related Problems–Geriatricians’ Appraisal of Their Risk Screenings: A Pilot Study. J Pharm Technol. 2018; 34(3):99–108.
Erdfelder E, Faul F, Buchner A, Lang AG. Statistical power analyses using G*Power 3.1: tests for correlation and regression analyses. Behav Res Methods. 2009; 41(4):1149–60.
Rockwood K. A global clinical measure of fitness and frailty in elderly people. Can Med Assoc J. 2005; 173(5):489–95.
Levy HB, Steffen AM. Validating the Medication Risk Questionnaire with Family Caregivers of Older Adults. Consult Pharm. 2016; 31(6):329–37.
Silva IR, Giatti L, Chor D, Fonseca MDJMD, Mengue SS, Acurcio FDA, et al. Polypharmacy, socioeconomic indicators and number of diseases: results from ELSA-Brasil. Rev Bras Epidemiol. 2020; 23:e200077.
Al-Dahshan A, Al-Kubiasi N, Al-Zaidan M, Saeed W, Kehyayan V, Bougmiza I. Prevalence of polypharmacy and the association with non-communicable diseases in Qatari elderly patients attending primary healthcare centers: A cross-sectional study. Mossello E, editor. PLOS ONE. 2020; 15(6):e0234386.
Al-Hashar A, Al Sinawi H, Al Mahrizi A, Al-Hatrushi M. Prevalence and Covariates of Polypharmacy in Elderly Patients on Discharge from a Tertiary Care Hospital in Oman. Oman Med J. 2016; 31(6):421–5.
Talib H, Anwer ZM. Prevalence of polypharmacy among older adult patients in Baghdad: A descriptive study. In Najaf, Iraq; 2023 [cited 2025 Mar 15]. p. 040008. Available from:http://aip.scitation.org/doi/abs/10.1063/5.0181861.
Willson MN, Greer CL, Weeks DL. Medication Regimen Complexity and Hospital Readmission for an Adverse Drug Event. Ann Pharmacother. 2014; 48(1):26–3.
Choudhry NK, Fischer MA, Avorn J, Liberman JN, Schneeweiss S, Pakes J, et al. The Implications of Therapeutic Complexity on Adherence to Cardiovascular Medications. Arch Intern Med. 2011, (171)9:814-822.
Giovannetti ER, Wolff JL, Xue QL, Weiss CO, Leff B, Boult C, et al. Difficulty Assisting with Health Care Tasks Among Caregivers of Multimorbid Older Adults. J Gen Intern Med. 2012; 27(1):37–44.
Boyd CM, Darer J, Boult C, Fried LP, Boult L, Wu AW. Clinical Practice Guidelines and Quality of Care for Older Patients With Multiple Comorbid Diseases: Implications for Pay for Performance. JAMA. 2005; 294(6):716.
AL-Ameen TM, Al-Metwali BZ. Assessment of Adherence and Self-Efficacy in a Sample of
Iraqi Patients Receiving Warfarin or Direct Oral Anticoagulants. Al-Rafidain J Med Sci ISSN 2789-3219. 2024; 6(1):25–33.
Anwer IY, Yawuz MJ, Al-Jumaili AA. In-depth assessment of Iraqi physicians’ adherence to treatment guidelines for different diseases: a qualitative study. F1000Research. 2024; 12:350.
Mc Namara KP, Breken BD, Alzubaidi HT, Bell JS, Dunbar JA, Walker C, et al. Health professional perspectives on the management of multimorbidity and polypharmacy for older patients in Australia. Age Ageing. 2016; 0:1-9.
Rocks S, Berntson D, Gil-Salmerón A, Kadu M, Ehrenberg N, Stein V, et al. Cost and effects of integrated care: a systematic literature review and meta-analysis. Eur J Health Econ. 2020; 21(8):1211–21.
Awad A, Hanna O. Potentially inappropriate medication use among geriatric patients in primary care setting: A cross-sectional study using the Beers, STOPP, FORTA and MAI criteria. Van Dijk L, editor. PLOS ONE. 2019; 14(6):e0218174.
Mahmood MK, Anwer ZM. The Prevalence of Potentially Inappropriate Prescribing in Geriatric Patients with Psychiatric Disorders in Iraq. Iraqi J Pharm Sci. 2020 Jun 25; 29(1):166–73.
Marcum ZA, Driessen J, Thorpe CT, Gellad WF, Donohue JM. Effect of Multiple Pharmacy Use on Medication Adherence and Drug–Drug Interactions in Older Adults with Medicare Part D. J Am Geriatr Soc. 2014; 62(2):244–52.
Al-Jumaili AA, Ali MM. Appraising the Role of Pharmacists in Medication Reconciliation at Hospital Discharge: A Field-Based Study. Al- Rafidain J Med Sci ISSN 2789-3219. 2023; 5(1S):S57-63.
Rochon PA, Gurwitz JH. The prescribing cascade revisited. The Lancet. 2017; 389(10081):1778–80.
Castioni J, Marques-Vidal P, Abolhassani N, Vollenweider P, Waeber G. Prevalence and determinants of polypharmacy in Switzerland: data from the CoLaus study. BMC Health Serv Res. 2017; 17(1):840.
Ye L, Nieboer D, Yang‐Huang J, Borrás TA, Garcés‐Ferrer J, Verma A, et al. The association between frailty and the risk of medication‐related problems among community‐dwelling older adults in Europe. J Am Geriatr Soc. 2023; 71(8):2485–94.
Saihood AH, Hasan AF. Assessment of the Clinical Pharmacists’ Role by Physicians at Baghdad Hospitals. Iraqi Journal of Pharmaceutical Sciences. 2020; 29(2):194–201.
Mohammed SI, Dawood EB, Abaas IS. Perceptions and attitudes of community pharmacists towards patient counseling and continuing pharmacy education programs in Iraq. Iraqi Journal of Pharmaceutical Sciences.2019; 28(2):30–36.
Farah Abdul-Kareem, Mohammed Y. Jamal. The Pharmacists’ Role in Reducing Drug-Related Problems in Cardiology Center in Baghdad -Iraq: A Pilot Study .Iraqi J Pharm Sci. 2025; 33((4SI)):312–20.
Jabri AM, Assad HCh, Al-Jumaili AA. Pharmacist role to enhance the prescribing of hospital discharge medications for patients after heart attack. Saudi Pharm J. 2020; 28(4):473–9.
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