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Wabe N, Urwin R, Seaman K, Timothy A, Raban MZ, Westbrook J. Analysis of longitudinal patterns and predictors of medicine use in residential aged care using group-based trajectory modelling: The MEDTRAC-Polypharmacy longitudinal cohort study. Br J Clin Pharmacol 2024. [PMID: 39183449 DOI: 10.1111/bcp.16220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 07/21/2024] [Accepted: 07/24/2024] [Indexed: 08/27/2024] Open
Abstract
AIMS Polypharmacy serves as a quality indicator in residential aged care facilities (RACFs) due to concerns about inappropriate medication use. However, aggregated polypharmacy rates at a single time offer limited value. Longitudinal analysis of polypharmacy patterns provides valuable insights into identifying potential overuse of medicines. We aimed to determine long-term trajectories of polypharmacy (≥9 medicines) and factors associated with each polypharmacy trajectory group. METHODS This was a longitudinal cohort study using electronic data from 30 RACFs in New South Wales, Australia. We conducted group-based trajectory modelling to identify and characterize polypharmacy trajectories over 3 years. We evaluated the model fitness using the Bayesian Information Criterion, entropy (with a value of ≥0.8 considered ideal) and several other metrics. RESULTS The study included 2837 permanent residents (median age = 86 years, 61.7% female and 47.4% had dementia). We identified five polypharmacy trajectory groups: group 1 (no polypharmacy, 46.0%); group 2 (increasing polypharmacy, 9.4%); group 3 (decreasing polypharmacy, 9.2%); group 4 (increasing-then decreasing polypharmacy, 10.0%), and group 5 (persistent polypharmacy, 25.4%). The model showed excellent performance (e.g., entropy = 0.9). Multinomial logistic regressions revealed the profile of each trajectory group (e.g., group 5 residents had higher odds of chronic respiratory disease compared with group 1). CONCLUSIONS Our study identified five polypharmacy trajectory groups, including one with over a quarter of residents following a persistently high trajectory, signalling concerning medication overuse. Quality indicator programs should adopt tailored metrics to monitor diverse polypharmacy trajectory groups, moving beyond the current one-size-fits-all approach and better capturing the evolving dynamics of residents' medication regimens.
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Affiliation(s)
- Nasir Wabe
- Australian Institute of Health Innovation, Macquarie University, North Ryde, New South Wales, Australia
| | - Rachel Urwin
- Australian Institute of Health Innovation, Macquarie University, North Ryde, New South Wales, Australia
| | - Karla Seaman
- Australian Institute of Health Innovation, Macquarie University, North Ryde, New South Wales, Australia
| | - Andrea Timothy
- Australian Institute of Health Innovation, Macquarie University, North Ryde, New South Wales, Australia
| | - Magdalena Z Raban
- Australian Institute of Health Innovation, Macquarie University, North Ryde, New South Wales, Australia
| | - Johanna Westbrook
- Australian Institute of Health Innovation, Macquarie University, North Ryde, New South Wales, Australia
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2
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Prevalence of Potentially Inappropriate Prescriptions According to the New STOPP/START Criteria in Nursing Homes: A Systematic Review. Healthcare (Basel) 2023; 11:healthcare11030422. [PMID: 36766997 PMCID: PMC9914658 DOI: 10.3390/healthcare11030422] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/21/2023] [Accepted: 01/30/2023] [Indexed: 02/05/2023] Open
Abstract
The demand for long-term care is expected to increase due to the rising life expectancy and the increased prevalence of long-term illnesses. Nursing home residents are at an increased risk of suffering adverse drug events due to inadequate prescriptions. The main objective of this systematic review is to collect and analyze the prevalence of potentially inadequate prescriptions based on the new version of STOPP/START criteria in this specific population. Databases (PubMed, Web of Science and Cochrane) were searched for inappropriate prescription use in nursing homes according to the second version of STOPP/START criteria. The risk of bias was assessed with the STROBE checklist. A total of 35 articles were assessed for eligibility. One hundred and forty nursing homes and more than 6900 residents were evaluated through the analysis of 13 studies of the last eight years. The reviewed literature returned prevalence ranges between 67.8% and 87.7% according to the STOPP criteria, according to START criteria prevalence ranged from 39.5% to 99.7%. The main factors associated with the presence of inappropriate prescriptions were age, comorbidities, and polypharmacy. These data highlight that, although the STOPP/START criteria were initially developed for community-dwelling older adults, its use in nursing homes may be a starting point to help detect more efficiently inappropriate prescriptions in institutionalized patients. We hope that this review will help to draw attention to the need for medication monitoring systems in this vulnerable population.
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3
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Quek N, Tan NC, Ang A, Kadir HBA, Lim CC. Potentially inappropriate NSAID prescriptions in Older Adults. Pain Pract 2022; 22:668-670. [PMID: 35909352 DOI: 10.1111/papr.13151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Nicholas Quek
- Yong Loo Lin School of Medicine, National University of Singapore
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4
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Safari D, DeMarco EC, Scanlon L, Grossberg GT. Over-The-Counter Remedies in Older Adults: Patterns of Use, Potential Pitfalls, and Proposed Solutions. Clin Geriatr Med 2021; 38:99-118. [PMID: 34794706 DOI: 10.1016/j.cger.2021.07.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Over-the-counter (OTC) products such as pharmaceuticals, dietary supplements, vitamins, and herbal remedies are widely available and copiously used by older adults for health maintenance and symptom management. Owing to physiology, multimorbidity, and polypharmacy, this population is particularly vulnerable to inappropriate use of OTC products, adverse effects, and drug interactions. While OTC pharmaceuticals are bound by FDA-approved standards, dietary supplements are regulated differently, resulting in variable quality and increased possibility for adulteration. Internationally, standards for OTC products vary widely. Accessible educational information, improved provider-patient communication, and revision of regulatory policy could improve safety for older adult users of OTC products.
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Affiliation(s)
- Delavar Safari
- Department of Psychiatry & Behavioral Neuroscience, Division of Geriatric Psychiatry, School of Medicine, Saint Louis University, 1438 S Grand Boulevard, St Louis, MO 63104, USA.
| | - Elisabeth C DeMarco
- Department of Psychiatry & Behavioral Neuroscience, Division of Geriatric Psychiatry, School of Medicine, Saint Louis University, 1438 S Grand Boulevard, St Louis, MO 63104, USA
| | - Lillian Scanlon
- Department of Psychiatry & Behavioral Neuroscience, Division of Geriatric Psychiatry, School of Medicine, Saint Louis University, 1438 S Grand Boulevard, St Louis, MO 63104, USA
| | - George T Grossberg
- Department of Psychiatry & Behavioral Neuroscience, Division of Geriatric Psychiatry, School of Medicine, Saint Louis University, 1438 S Grand Boulevard, St Louis, MO 63104, USA
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5
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Haemodynamic frailty - A risk factor for acute kidney injury in the elderly. Ageing Res Rev 2021; 70:101408. [PMID: 34271185 DOI: 10.1016/j.arr.2021.101408] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 07/06/2021] [Accepted: 07/10/2021] [Indexed: 11/21/2022]
Abstract
Clinical frailty in the elderly is defined by a composite measure of functional psychomotor decline. Herein, we develop the concept of haemodynamic frailty (HDF), a state of increased predisposition to disease prevalent in the elderly and characterised by impairment of the network of compensatory responses governing the defence of circulatory volume and adaptive haemodynamic function. We review the factors predisposing the elderly to HDF, with a focus on the impaired capacity to sustain total body water balance. As a component of HDF, dehydration generates vulnerability to diseases caused by tissue hypoperfusion, including acute kidney injury. We provide a detailed mechanistic explanation of how dehydration and depletion of the intravascular volume impacts on renal blood flow to become an important element of the heightened risk of acute kidney injury (AKI) in the elderly. We bring these mechanistic considerations into the clinical context with reference to examples of how pre-renal (haemodynamic) and intrinsic (involving renal parenchymal damage) AKI risk is elevated in the setting of dehydration. Finally, we present HDF as a state of opportunity to prevent disease, for which diagnostic and interventional standards need to be refined. Further prospective studies are warranted to help clarify the clinical utility of assessing and managing HDF with regard to the mitigation of AKI risk in the elderly.
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6
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Ludlow K, Westbrook J, Jorgensen M, Lind KE, Baysari MT, Gray LC, Day RO, Ratcliffe J, Lord SR, Georgiou A, Braithwaite J, Raban MZ, Close J, Beattie E, Zheng WY, Debono D, Nguyen A, Siette J, Seaman K, Miao M, Root J, Roffe D, O'Toole L, Carrasco M, Thompson A, Shaikh J, Wong J, Stanton C, Haddock R. Co-designing a dashboard of predictive analytics and decision support to drive care quality and client outcomes in aged care: a mixed-method study protocol. BMJ Open 2021; 11:e048657. [PMID: 34433599 PMCID: PMC8388274 DOI: 10.1136/bmjopen-2021-048657] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION There is a clear need for improved care quality and quality monitoring in aged care. Aged care providers collect an abundance of data, yet rarely are these data integrated and transformed in real-time into actionable information to support evidence-based care, nor are they shared with older people and informal caregivers. This protocol describes the co-design and testing of a dashboard in residential aged care facilities (nursing or care homes) and community-based aged care settings (formal care provided at home or in the community). The dashboard will comprise integrated data to provide an 'at-a-glance' overview of aged care clients, indicators to identify clients at risk of fall-related hospitalisations and poor quality of life, and evidence-based decision support to minimise these risks. Longer term plans for dashboard implementation and evaluation are also outlined. METHODS This mixed-method study will involve (1) co-designing dashboard features with aged care staff, clients, informal caregivers and general practitioners (GPs), (2) integrating aged care data silos and developing risk models, and (3) testing dashboard prototypes with users. The dashboard features will be informed by direct observations of routine work, interviews, focus groups and co-design groups with users, and a community forum. Multivariable discrete time survival models will be used to develop risk indicators, using predictors from linked historical aged care and hospital data. Dashboard prototype testing will comprise interviews, focus groups and walk-through scenarios using a think-aloud approach with staff members, clients and informal caregivers, and a GP workshop. ETHICS AND DISSEMINATION This study has received ethical approval from the New South Wales (NSW) Population & Health Services Research Ethics Committee and Macquarie University's Human Research Ethics Committee. The research findings will be presented to the aged care provider who will share results with staff members, clients, residents and informal caregivers. Findings will be disseminated as peer-reviewed journal articles, policy briefs and conference presentations.
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Affiliation(s)
- Kristiana Ludlow
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- School of Psychology, The University of Queensland, Brisbane, Queensland, Australia
| | - Johanna Westbrook
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Mikaela Jorgensen
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Kimberly E Lind
- Department of Health Promotion Sciences, Mel & Enid Zuckerman College of Public Health, The University of Arizona, Tucson, Arizona, USA
| | - Melissa T Baysari
- Discipline of Biomedical Informatics and Digital Health, Charles Perkins Centre, The University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia
| | - Leonard C Gray
- Centre for Research in Geriatric Medicine, The University of Queensland, Saint Lucia, Queensland, Australia
| | - Richard O Day
- St Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Julie Ratcliffe
- College of Nursing and Health Sciences, Flinders University of South Australia, Adelaide, South Australia, Australia
| | - Stephen R Lord
- Neuroscience Research Australia, Sydney, New South Wales, Australia
- School of Public Health and Community Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Andrew Georgiou
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Jeffrey Braithwaite
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- The International Society for Quality in Health Care (ISQua), Dublin, Ireland
| | - Magdalena Z Raban
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Jacqueline Close
- Neuroscience Research Australia, Sydney, New South Wales, Australia
| | - Elizabeth Beattie
- School of Nursing, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Wu Yi Zheng
- Black Dog Institute, Sydney, New South Wales, Australia
| | - Deborah Debono
- School of Public Health, Faculty of Health, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Amy Nguyen
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
- St Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Joyce Siette
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Karla Seaman
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Melissa Miao
- Graduate School of Health, Faculty of Health, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Jo Root
- Consumers Health Forum of Australia, Deakin, Victoria, Australia
| | - David Roffe
- IT Consultant, Sydney, New South Wales, Australia
| | - Libby O'Toole
- Aged Care Quality and Safety Commission, Sydney, New South Wales, Australia
| | | | - Alex Thompson
- Anglicare Sydney, Sydney, New South Wales, Australia
| | - Javed Shaikh
- Anglicare Sydney, Sydney, New South Wales, Australia
| | - Jeffrey Wong
- Anglicare Sydney, Sydney, New South Wales, Australia
| | - Cynthia Stanton
- Sydney North Health Network, Sydney, New South Wales, Australia
| | - Rebecca Haddock
- Deeble Institute for Health Policy Research, Australian Healthcare and Hospitals Association, Canberra, Australian Capital Territory, Australia
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7
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Seaman KL, Jorgensen ML, Raban MZ, Lind KE, Bell JS, Westbrook JI. Transforming routinely collected residential aged care provider data into timely information: Current and future directions. Australas J Ageing 2021; 40:e262-e268. [PMID: 34363300 DOI: 10.1111/ajag.12985] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/29/2021] [Accepted: 07/01/2021] [Indexed: 12/17/2022]
Abstract
Electronic information systems are becoming increasingly common in residential aged care in Australia. These systems contain valuable data generated during day-to-day care delivery for older adults. These data (termed 'routinely collected residential aged care provider data') are currently underutilised, however have potential significant benefits for both care delivery and research purposes. Routinely collected residential aged care provider data are more readily accessible, contain up-to-date information and can be linked to existing national or state-based administrative data sets, while providing more granular details about care delivered at the coalface. The aim of this paper is to provide clinicians, researchers, policymakers and providers with an understanding of the strengths of these types of data, as well as identifying areas that require future development to maximise their potential to drive improvements in resident care and outcomes. These considerations include data quality, data standardisation and models for data governance, consent and consumer involvement.
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Affiliation(s)
- Karla L Seaman
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
| | - Mikaela L Jorgensen
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
| | - Magdalena Z Raban
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
| | - Kimberly E Lind
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia.,Department of Health Promotion Sciences, Mel & Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, USA
| | - J Simon Bell
- Centre for Medicine Use and Safety, Monash University, Melbourne, Vic., Australia
| | - Johanna I Westbrook
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
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8
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Heck J, Stichtenoth DO, Krause O. Increasing pharmacotherapy safety at physicians' career start-Presentation of a 10-item list with helpful hints. Br J Clin Pharmacol 2021; 87:3019-3021. [PMID: 33464577 DOI: 10.1111/bcp.14730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 11/25/2020] [Accepted: 12/28/2020] [Indexed: 12/01/2022] Open
Affiliation(s)
- Johannes Heck
- Institute for Clinical Pharmacology, Hannover Medical School, Hannover, Germany
| | - Dirk O Stichtenoth
- Institute for Clinical Pharmacology, Hannover Medical School, Hannover, Germany.,Drug Commissioner of Hannover Medical School, Hannover, Germany
| | - Olaf Krause
- Institute for General Medicine, Hannover Medical School, Hannover, Germany
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9
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Raban MZ, Baysari MT, Jorgensen ML, Tariq A, Georgiou A, Westbrook JI. Unmet Needs for Transdermal Patch Management in Electronic Medication Administration Records: An Analysis of Data from 66 Aged Care Facilities. Appl Clin Inform 2020; 11:812-820. [PMID: 33296919 DOI: 10.1055/s-0040-1721011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Transdermal medication patches have caused serious adverse events in residential aged care facilities (RACFs). Preliminary research suggests that facilities are using a workaround consisting of manually entered reminders in their electronic medication administration records (eMARs) to prompt staff to check and remove patches, because the eMAR does not support these tasks. However, the prevalence and factors associated with use of this workaround among facilities is unknown. OBJECTIVES The objectives of this study were to (1) examine the frequency and consistency with which manual reminders to check and remove transdermal patches were used in facility eMARs, and (2) identify resident and facility factors associated with reminder use, to inform eMAR redesign. METHODS This was a retrospective cross-sectional analysis of eMAR data from 66 Australian RACFs including 4,787 permanent residents, aged ≥65 years in January 2017. Prevalence of the use of reminders to check and remove patches, and consistency in their application within facilities were examined. Generalized estimating equations were used to determine factors associated with use of manual reminders. RESULTS One in five (n = 937) residents used a patch, and 83.6% of patches contained opioids, a high-risk medicine. 56.9% of facilities implemented manually entered check patch reminders in the eMAR, and 72.3% implemented remove reminders. The reminders were applied inconsistently, with only half of these facilities having reminders for all residents with patches. Residents in facilities in regional areas were more likely to have a check reminder compared with those in major cities (adjusted odds ratio = 4.72 [95% confidence interval: 1.69-13.20]). CONCLUSION Transdermal patches containing high-risk medicines are frequently used in RACFs, but their safe administration is not supported by a widely implemented eMAR. The frequent, but inconsistent use of a workaround to manually enter reminders indicates an unmet need for new eMAR functionality to improve safety.
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Affiliation(s)
- Magdalena Z Raban
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Sciences, Macquarie University, New South Wales, Sydney, Australia
| | - Melissa T Baysari
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Sciences, Macquarie University, New South Wales, Sydney, Australia.,Discipline of Biomedical Informatics and Digital Health, School of Medical Sciences, Charles Perkins Centre, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Mikaela L Jorgensen
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Sciences, Macquarie University, New South Wales, Sydney, Australia
| | - Amina Tariq
- School of Public Health and Social Work, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Andrew Georgiou
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Sciences, Macquarie University, New South Wales, Sydney, Australia
| | - Johanna I Westbrook
- Centre for Health Systems and Safety Research, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human Sciences, Macquarie University, New South Wales, Sydney, Australia
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Swart F, Bianchi G, Lenzi J, Iommi M, Maestri L, Raschi E, Zoli M, Ponti FD, Poluzzi E. Risk of hospitalization from drug-drug interactions in the Elderly: real-world evidence in a large administrative database. Aging (Albany NY) 2020; 12:19711-19739. [PMID: 33024058 PMCID: PMC7732312 DOI: 10.18632/aging.104018] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 08/22/2020] [Indexed: 01/24/2023]
Abstract
The aim of this study was to assess the risk of hospitalization associated with the concomitant prescription of 10 highly prevalent drug-drug interactions (DDIs) among all individuals aged ≥65 residing in Bologna's area, Italy. We used incidence density sampling, and the effect of current (last month) and past (≥30 days before) exposure to DDI was investigated through conditional multivariable logistic regression analysis. Two DDIs were associated with increased hospitalization due to DDI related conditions: ACE-inhibitors/ diuretics plus glucocorticoids (current DDI: OR 2.36, 95% CI 1.94-2.87; past DDI: OR 1.36, 95% CI 1.12-1.65) and antidiabetic therapy plus current use of fluoroquinolones (OR 4.43, 95% CI 1.61-11.2). Non-Steroidal Anti-inflammatory Drugs (NSAIDs) increased the risk of re-bleeding in patients taking Selective Serotonin Reuptake Inhibitors (OR 5.56, 95% CI 1.24-24.9), while no significant effect was found in those without a history of bleeding episodes. Concomitant prescription of NSAIDs and ACE-inhibitors/diuretics in patients with a history of high-risk conditions was infrequent. Within the pattern of drug prescriptions in the older population of Bologna's area, we distinguished DDIs with actual clinical consequences from others that might be considered generally safe. Observed prescribing habits of clinicians reflect awareness of potential interactions in patients at risk.
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Affiliation(s)
- Floor Swart
- School of Medicine, Vrije University of Amsterdam, Amsterdam, The Netherlands
| | - Giampaolo Bianchi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy,Centre of Studies and Research on the Elderly, University of Bologna, Bologna, Italy
| | - Jacopo Lenzi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Marica Iommi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Lorenzo Maestri
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Emanuel Raschi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Marco Zoli
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy,Centre of Studies and Research on the Elderly, University of Bologna, Bologna, Italy
| | - Fabrizio De Ponti
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy,Centre of Studies and Research on the Elderly, University of Bologna, Bologna, Italy
| | - Elisabetta Poluzzi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy,Centre of Studies and Research on the Elderly, University of Bologna, Bologna, Italy
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