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Spott M, Javidnia M, Pedata A, Müller M, Carrillo L, Simuni T, Pagano G, Kwok K, Romero K, Stephenson D. Addressing the need for standardization of symptomatic medication documentation in Parkinson's disease clinical research: A call to action. JOURNAL OF PARKINSON'S DISEASE 2025:1877718X241305711. [PMID: 39973486 DOI: 10.1177/1877718x241305711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
People with Parkinson's disease (PD) are prescribed a variety of medications to mitigate symptoms and improve their quality of life. These symptomatic therapies cover a range of pharmacological classes, including classical dopaminergic treatments, other antiparkinsonian agents, and pharmacotherapies for non-PD conditions. Often, medications are prescribed for concomitant use and in increasing doses, particularly as the disease progresses. Documentation of these interventions in clinical trials is necessary to accurately capture medication usage, compare medication utilization across different studies, understand factors contributing to experimental therapeutic response, and analyze clinical trial data in a precise manner. At the present time, there is no current international standard for how these medications are documented within clinical trials. As a case example, we will highlight medication use documentation in a large international multicenter observational study commonly used as a reference for design of clinical trials. This review aims to raise awareness within the scientific community of the importance of proper medication documentation and the need for standardization to harmonize prescriptive practices, improve treatment interpretability, and perform consistently robust analyses from clinical trials data.
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Affiliation(s)
- Mikayla Spott
- Critical Path for Parkinson's Consortium, Critical Path Institute, Tucson, AZ, USA
- Drexel University College of Medicine, Philadelphia, PA, USA
| | - Monica Javidnia
- Department of Neurology, University of Rochester, Rochester, NY, USA
- Center for Health + Technology, University of Rochester, Rochester, NY, USA
| | - Anne Pedata
- Critical Path for Parkinson's Consortium, Critical Path Institute, Tucson, AZ, USA
| | - Martijn Müller
- Critical Path for Parkinson's Consortium, Critical Path Institute, Tucson, AZ, USA
| | - Laura Carrillo
- Critical Path for Parkinson's Consortium, Critical Path Institute, Tucson, AZ, USA
| | - Tanya Simuni
- Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Gennaro Pagano
- University of Exeter Medical School, London, UK
- F. Hoffman-La Roche, Basel, Switzerland
| | - Kevin Kwok
- Parkinson's Patient Activist, Boulder, CO, USA
| | - Klaus Romero
- Critical Path for Parkinson's Consortium, Critical Path Institute, Tucson, AZ, USA
| | - Diane Stephenson
- Critical Path for Parkinson's Consortium, Critical Path Institute, Tucson, AZ, USA
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Jungo KT, Choudhry NK, Chaitoff A, Lauffenburger JC. Associations between sex, race/ethnicity, and age and the initiation of chronic high-risk medication in US older adults. J Am Geriatr Soc 2024; 72:3705-3718. [PMID: 39215549 PMCID: PMC11637294 DOI: 10.1111/jgs.19173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 07/18/2024] [Accepted: 08/04/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND High-risk medication use is associated with an increased risk of adverse events, but little is known about its chronic utilization by key demographic groups. We aimed to study the associations between age, sex, and race/ethnicity with new chronic use of high-risk medications in older adults. METHODS In this retrospective cohort study, we analyzed data from older adults aged ≥65 years enrolled in a national health insurer who started a high-risk medication between 2017 and 2022 across 16 high-risk medication classes. We used generalized estimating equations to estimate the associations between sociodemographic classifications and the onset of chronic high-risk medication use after initiation (≥90 days' supply across ≥2 fills within 180 days). We adjusted the analyses for sociodemographic and clinical patient characteristics and added three-way interaction terms for race/ethnicity, sex, and age to explore whether the outcome varied across different subgroups of race/ethnicity, age, and sex. RESULTS Across 2,751,069 patients (mean age: 74 years [SD = 7], 72% White, 60% Female), 406,075 (15%) became new chronic users of ≥1 high-risk medication. Compared to White older adults, Asian (RR = 0.81, 95% CI: 0.79-0.84), Black (RR = 0.92, 95% CI: 0.90-0.94), and Hispanic (RR = 0.85, 95% CI: 0.83-0.86) older adults had a lower risk of becoming new chronic users. Men had a higher risk compared to women (RR = 1.09, 95% CI: 1.08-1.10). Age was not significantly associated with new chronic high-risk medication use (≥75 years: RR = 1.00, 95% CI: 1.00-1.01). We observed differences across some medication classes, like benzodiazepines, first-generation antihistamines, and antimuscarinics for which non-White older adults were at a higher risk. The joint presence of specific age, sex, and race/ethnicity characteristics decreased the risk of becoming a new chronic user (e.g., Hispanic/Female/65-74 years: RR = 0.96, 95% CI: 0.94-0.99). CONCLUSIONS New chronic high-risk medication use varied across older adults by sociodemographic characteristics, suggesting the need to individualize medication optimization approaches and better understand how systematic barriers in access to health care may influence differences in high-risk medication use in older adults.
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Affiliation(s)
- Katharina Tabea Jungo
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusettsUSA
- Center for Healthcare Delivery Sciences (C4HDS), Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusettsUSA
- Institute of Primary Health Care (BIHAM)University of BernBernSwitzerland
| | - Niteesh K. Choudhry
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusettsUSA
- Center for Healthcare Delivery Sciences (C4HDS), Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusettsUSA
| | - Alexander Chaitoff
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusettsUSA
- Center for Healthcare Delivery Sciences (C4HDS), Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusettsUSA
| | - Julie C. Lauffenburger
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusettsUSA
- Center for Healthcare Delivery Sciences (C4HDS), Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMassachusettsUSA
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Zhu CW, Choi J, Hung W, Sano M. Racial and ethnic disparities in potentially inappropriate medication use in patients with dementia. J Am Geriatr Soc 2024; 72:3360-3373. [PMID: 39166851 PMCID: PMC11560670 DOI: 10.1111/jgs.19152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 07/17/2024] [Accepted: 07/30/2024] [Indexed: 08/23/2024]
Abstract
INTRODUCTION Racial and ethnic disparities in potentially inappropriate medication (PIM) use among older adults with dementia are unclear. METHODS Data were drawn from the baseline visits of participants who were ≥60 years old and diagnosed with dementia in the National Alzheimer's Coordinating Center Uniform Data Set (NACCUDS) recruited from National Institute on Aging (NIA)-funded Alzheimer's Disease Research Centers (ADCs) throughout the United States. PIM utilization was evaluated using the 2019 American Geriatrics Society Beers Criteria for PIM Use in Older Adults. We estimated the association between race and ethnicity and the following outcomes and estimation models: (1) any PIM use, any PIM in each drug class, and any PIM best avoided in dementia patients using logistic regression models, (2) total number of medications, total number of PIMs, and anticholinergic burden scale (ACBS) using Poisson or negative binomial regression models, and (3) proportion of total medications that were PIMs using generalized linear models (GLM). RESULTS Compared to White participants, Black, Hispanic, and Asian participants reported taking fewer total medications (incidence rate ratio [IRR] ± standard error[SE] = 0.903 ± 0.017, 0.875 ± 0.021, and 0.912 ± 0.041, respectively, all p < 0.01). Asian participants were less likely to be exposed to any PIM (odds ratio [OR] ± SE = 0.619 ± 0.118, p < 0.05). Compared to White participants, Black participants were less likely to be exposed to benzodiazepine (OR ± SE = 0.609 ± 0.094, p < 0.01) and antidepressant (OR ± SE = 0.416 ± 0.103, p < 0.001) PIMs, but greater antipsychotic (OR ± SE = 1.496 ± 0.204, p < 0.01), cardiovascular (OR ± SE = 2.193 ± 0.255, p < 0.001), and skeletal muscle relaxant (OR ± SE = 2.977 ± 0.860, p < 0.001) PIMs. Hispanic participants were exposed to greater skeletal muscle relaxant PIMs and had lower anticholinergic burden. Asian participants were exposed to fewer benzodiazepine PIMs. DISCUSSION Significant racial and ethnic disparities in exposure to PIMs and PIMs by medication category in dementia research participants who have access to dementia experts found in the study suggest that disparities may be wider in the larger community.
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Affiliation(s)
- Carolyn W. Zhu
- Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY 10029
- James J Peters VA Medical Center, 130 W. Kingsbridge Rd, Bronx, NY 10468
- Alzheimer Disease Research Center, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY 10029
| | - Justin Choi
- SUNY Downstate College of Medicine, 450 Clarkson Ave, Brooklyn, NY 11203
| | - William Hung
- Brookdale Department of Geriatrics and Palliative Medicine, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY 10029
- James J Peters VA Medical Center, 130 W. Kingsbridge Rd, Bronx, NY 10468
| | - Mary Sano
- James J Peters VA Medical Center, 130 W. Kingsbridge Rd, Bronx, NY 10468
- Alzheimer Disease Research Center, Department of Psychiatry, Icahn School of Medicine at Mount Sinai, 1468 Madison Avenue, New York, NY 10029
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Chiu YM, Sirois C, Simard M, Gagnon ME, Talbot D. Traditional Methods Hold Their Ground Against Machine Learning in Predicting Potentially Inappropriate Medication Use in Older Adults. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:1393-1399. [PMID: 38977181 DOI: 10.1016/j.jval.2024.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 05/30/2024] [Accepted: 06/27/2024] [Indexed: 07/10/2024]
Abstract
OBJECTIVES Machine learning methods have gained much attention in health sciences for predicting various health outcomes but are scarcely used in pharmacoepidemiology. The ability to identify predictors of suboptimal medication use is essential for conducting interventions aimed at improving medication outcomes. It remains uncertain whether machine learning methods could enhance the identification of potentially inappropriate medication use among older adults compared with traditional methods. This study aimed to (1) to compare the performances of machine learning models in predicting use of potentially inappropriate medications and (2) to quantify and compare the relative importance of predictors in a population of community-dwelling older adults (>65 years) in the province of Québec, Canada. METHODS We used the Québec Integrated Chronic Disease Surveillance System and selected a cohort of 1 105 295 older adults of whom 533 719 were potentially inappropriate medication users. Potentially inappropriate medications were defined according to the Beers list. We compared performances between 5 popular machine learning models (gradient boosting machines, logistic regression, naive Bayes, neural networks, and random forests) based on receiver operating characteristic curves and other performance criteria, using a set of sociodemographic and medical predictors. RESULTS No model clearly outperformed the others. All models except neural networks were in agreement regarding the top predictors (sex and anxiety-depressive disorders and schizophrenia) and the bottom predictors (rurality and social and material deprivation indices). CONCLUSIONS Including other types of predictors (eg, unstructured data) may be more useful for increasing performance in prediction of potentially inappropriate medication use.
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Affiliation(s)
- Yohann Moanahere Chiu
- Faculté de pharmacie, Université Laval, Québec, QC, Canada; Institut national de santé publique du Québec, Québec, QC, Canada; VITAM-Centre de recherche en santé durable, Centre intégré de santé et de services sociaux de la Capitale Nationale, Québec, QC, Canada.
| | - Caroline Sirois
- Faculté de pharmacie, Université Laval, Québec, QC, Canada; Institut national de santé publique du Québec, Québec, QC, Canada; VITAM-Centre de recherche en santé durable, Centre intégré de santé et de services sociaux de la Capitale Nationale, Québec, QC, Canada; Centre de recherche du CHU de Québec-Université Laval, Québec, QC, Canada
| | - Marc Simard
- Institut national de santé publique du Québec, Québec, QC, Canada; VITAM-Centre de recherche en santé durable, Centre intégré de santé et de services sociaux de la Capitale Nationale, Québec, QC, Canada; Département de médecine sociale et préventive, Faculté de médecine, Université Laval, Québec, QC, Canada
| | - Marie-Eve Gagnon
- Faculté de pharmacie, Université Laval, Québec, QC, Canada; VITAM-Centre de recherche en santé durable, Centre intégré de santé et de services sociaux de la Capitale Nationale, Québec, QC, Canada; Département des Sciences de la Santé, Université du Québec à Rimouski, Québec, QC, Canada
| | - Denis Talbot
- Département de médecine sociale et préventive, Faculté de médecine, Université Laval, Québec, QC, Canada; Centre de recherche du CHU de Québec-Université Laval, Québec, QC, Canada
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Faquetti ML, Frey G, Stämpfli D, Weiler S, Burden AM. Prevalence of potentially inappropriate medications among newly treated patients with type 2 diabetes in UK primary care. Br J Clin Pharmacol 2024; 90:1376-1394. [PMID: 38408767 DOI: 10.1111/bcp.16018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 02/28/2024] Open
Abstract
AIMS The aim of this study was to estimate the prevalence of potentially inappropriate prescriptions (PIPs) in patients starting their first noninsulin antidiabetic treatment (NIAD) using two explicit process measures of the appropriateness of prescribing in UK primary care, stratified by age and polypharmacy status. METHODS A descriptive cohort study between 2016 and 2019 was conducted to assess PIPs in patients aged ≥45 years at the start of their first NIAD, stratified by age and polypharmacy status. The American Geriatrics Society Beers criteria 2015 was used for older (≥65 years) patients and the Prescribing Optimally in Middle-age People's Treatments criteria was used for middle-aged (45-64 years) patients. Prevalence of overall PIPs and individual PIPs criteria was reported using the IQVIA Medical Research Data incorporating THIN, a Cegedim Database of anonymized electronic health records in the UK. RESULTS Among 28 604 patients initiating NIADs, 18 494 (64.7%) received polypharmacy. In older and middle-aged patients with polypharmacy, 39.6% and 22.7%, respectively, received ≥1 PIP. At the individual PIP level, long-term proton pump inhibitors (PPI) use was the most frequent PIP among older adults, and strong opioid without laxatives was the most frequent PIP in middle-aged patients with polypharmacy (11.1% and 4.1%, respectively). CONCLUSIONS This study revealed that patients starting NIAD treatment receiving polypharmacy have the potential for pharmacotherapy optimization.
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Affiliation(s)
- Maria Luisa Faquetti
- Pharmacoepidemiology Group, Institute of Pharmaceutical Sciences, Zurich, Switzerland
| | - Géraldine Frey
- Pharmacoepidemiology Group, Institute of Pharmaceutical Sciences, Zurich, Switzerland
| | - Dominik Stämpfli
- Pharmacoepidemiology Group, Institute of Pharmaceutical Sciences, Zurich, Switzerland
- Hospital Pharmacy, Kantonsspital Baden, Baden, Switzerland
| | - Stefan Weiler
- Pharmacoepidemiology Group, Institute of Pharmaceutical Sciences, Zurich, Switzerland
| | - Andrea M Burden
- Pharmacoepidemiology Group, Institute of Pharmaceutical Sciences, Zurich, Switzerland
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
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Niznik JD, Shmuel S, Pate V, Thorpe CT, Hanson LC, Rice C, Lund JL. Validating claims-based definitions for deprescribing: Bridging the gap between clinical and administrative data. Pharmacoepidemiol Drug Saf 2024; 33:e5784. [PMID: 38556843 PMCID: PMC11145562 DOI: 10.1002/pds.5784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 03/05/2024] [Accepted: 03/13/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Limited research has evaluated the validity of claims-based definitions for deprescribing. OBJECTIVES Evaluate the validity of claims-based definitions of deprescribing against electronic health records (EHRs) for deprescribing of benzodiazepines (BZDs) after a fall-related hospitalization. METHODS We used a novel data linkage between Medicare fee-for-service (FFS) and Part D with our health system's EHR. We identified patients aged ≥66 years with a fall-related hospitalization, continuous enrollment in Medicare FFS and Part D for 6 months pre- and post-hospitalization, and ≥2 BZD fills in the 6 months pre-hospitalization. Using a standardized EHR abstraction tool, we adjudicated deprescribing for a sub-sample with a fall-related hospitalization at UNC. We evaluated the validity of claims-based deprescribing definitions (e.g., gaps in supply, dosage reductions) versus chart review using sensitivity and specificity. RESULTS Among 257 patients in the overall sample, 44% were aged 66-74 years, 35% had Medicare low-income subsidy, 79% were female. Among claims-based definitions using gaps in supply, the prevalence of BZD deprescribing ranged from 8.2% (no refills) to 36.6% (30-day gap). When incorporating dosage, the prevalence ranged from 55.3% to 65.8%. Among the validation sub-sample (n = 47), approximately one-third had BZDs deprescribed in the EHR. Compared to EHR, gaps in supply from claims had good sensitivity, but poor specificity. Incorporating dosage increased sensitivity, but worsened specificity. CONCLUSIONS The sensitivity of claims-based definitions for deprescribing of BZDs was low; however, the specificity of a 90-day gap was >90%. Replication in other EHRs and for other low-value medications is needed to guide future deprescribing research.
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Affiliation(s)
- Joshua D Niznik
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina, USA
- Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina, USA
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Shahar Shmuel
- Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, USA
| | - Virginia Pate
- Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, USA
| | - Carolyn T Thorpe
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Laura C Hanson
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina, USA
- Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina, USA
| | - Colleen Rice
- Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jennifer L Lund
- Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, USA
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Albayrak A, Demirbaş H. Evaluation of potentially inappropriate medications use and medication complexity in elderly patients applying to community pharmacy in Turkey. BMC Geriatr 2023; 23:655. [PMID: 37833671 PMCID: PMC10571236 DOI: 10.1186/s12877-023-04381-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 10/04/2023] [Indexed: 10/15/2023] Open
Abstract
BACKGROUND Older adults often use multiple medicines to manage comorbidities well or to prevent associated complications. This study aims to determine polypharmacy, the use of potentially inappropriate medications (PIMs) using the 2019 Beers Criteria and to determine the Medication Regimen Complexity Index (MRCI) score. It also aims to identify factors associated with the presence of PIMs and the MRCI score. METHODS This cross-sectional study was carried out between 6 and 2023 and 5 May 2023 in a community pharmacy in Turkey. Elderly patients over 65 years of age, who used at least one drug, and who came to the pharmacy for any reason were included in the study. PIMs were determined according to the 2019 Beers Criteria. The Turkish validated version of the MRCI was used to determine the medication complexity score. RESULTS 200 patients were included in this study. 59.5% of the patients were female and the median age was 70 (IQR, 66-74.75). Polypharmacy was detected in 33% of patients. The use of PIMs was determined in 63.5% of the patients. The median of the MRCI score was 11 (IQR, 7-15). The number of chronic diseases and drugs, presence of polypharmacy, MRCI score and mental disorders were found to be significantly higher in those with PIMs than in those without (p < 0.05). Having less than eight years of education, presence of polypharmacy, the presence of comorbidity (diabetes mellitus, cardiovascular disease, thyroid, chronic obstructive pulmonary disease (COPD), asthma and mental disorders) were associated with significantly higher MRCI scores (p < 0.05). CONCLUSIONS According to the results of our study, it was found that the elderly patients who came to the pharmacy had low MRCI scores, but had high PIMs use. Community pharmacists have an important role in identifying inappropriate drug use, so they should be trained to develop skills in identifying and reducing PIMs in older patients.
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Affiliation(s)
- Aslınur Albayrak
- Department of Clinical Pharmacy, Faculty of Pharmacy, Suleyman Demirel University, Isparta, Turkey.
| | - Halil Demirbaş
- Faculty of Pharmacy, Suleyman Demirel University, Isparta, Turkey
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Paulamäki J, Jyrkkä J, Hyttinen V, Huhtala H, Jämsen E. Regional variation of potentially inappropriate medication use and associated factors among older adults: A nationwide register study. Res Social Adm Pharm 2023; 19:1372-1379. [PMID: 37355437 DOI: 10.1016/j.sapharm.2023.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 06/06/2023] [Accepted: 06/17/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND Certain medications should be used with caution in older persons, which challenges rational prescribing. Potentially inappropriate medications (PIMs) are defined as medicines whose potential risk of harm typically outweighs the clinical benefits in geriatric population. Earlier studies have found regional differences in PIM use, but the factors underlying this phenomenon are unclear. OBJECTIVE To compare prescription PIM prevalence among Finnish hospital districts and determine which population characteristics and factors related to social and health care are associated with regional variation. METHODS This nationwide register study was based on the Prescription Centre data on all people aged ≥75 years in 2017-2019. Hospital district (n = 20) characteristics were drawn from the Finnish Institute for Health and Welfare's, Finnish Medical Association's, and Finnish Medicines Agency's publicly open data. PIMs were defined according to the Finnish Meds75+ database. A linear mixed-effect model was used to analyze potential associations of regional characteristics with PIM prevalence. RESULTS Prevalence of PIMs varied between 16.4% and 24.8% across regions. The highest prevalence was observed in the southern regions, while the lowest prevalence was on the west coast. Hospital district characteristics associated with higher PIM prevalence were higher share of population living alone, with excessive polypharmacy, or assessed using the Resident Assessment Instrument, shortage of general practitioners in municipal health centers, and low share of home care personnel. Waiting time in health care or share of population with morbidities were not associated with PIM use. Of the total variance in PIM prevalence, 86% was explained by group-level factors related to hospital districts. The regional variables explained 75% of this hospital-district-level variation. CONCLUSIONS PIM prevalence varied significantly across hospital districts. Findings suggest that higher PIM prevalence may be related to challenges in the continuity of care rather than differences in health care accessibility or share of the population with morbidities.
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Affiliation(s)
- Jasmin Paulamäki
- Faculty of Medicine and Health Technology, Clinical Medicine, Tampere University, FI-33014, Tampere University, Finland; Development and Information Services, Finnish Medicines Agency Fimea, P.O. Box 55, FI-00034, FIMEA, Finland.
| | - Johanna Jyrkkä
- Development and Information Services, Finnish Medicines Agency Fimea, P.O. Box 55, FI-00034, FIMEA, Finland.
| | - Virva Hyttinen
- Department of Health and Social Management, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland.
| | - Heini Huhtala
- Faculty of Social Sciences, Health Sciences, Tampere University, FI-33014, Tampere University, Finland.
| | - Esa Jämsen
- Faculty of Medicine (Clinicum), University of Helsinki, P.O. Box 63, FI-00014, University of Helsinki, Finland; Department of Geriatrics, Helsinki University Hospital, P.O. Box 340, FI-00029, Helsinki, HUS, Finland.
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Jabri FF, Liang Y, Alhawassi TM, Johnell K, Möller J. Potentially Inappropriate Medications in Older Adults-Prevalence, Trends and Associated Factors: A Cross-Sectional Study in Saudi Arabia. Healthcare (Basel) 2023; 11:2003. [PMID: 37510444 PMCID: PMC10379671 DOI: 10.3390/healthcare11142003] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 07/06/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
(1) Background: Potentially inappropriate medications (PIMs) in older adults are associated with drug-related problems, adverse health consequences, repeated hospital admissions and a higher risk of mortality. In Saudi Arabia and some Arab countries, studies of PIMs among large cohorts of older adults are limited. This study aimed to determine the prevalence of PIMs, trends and associated factors among outpatient older adults in Saudi Arabia. (2) Methods: A cross-sectional study was carried out. Over three years (2017-2019), data on 23,417 people (≥65 years) were retrieved from outpatient clinics in a tertiary hospital in Riyadh, Saudi Arabia. PIMs were assessed using the 2019 Beers Criteria. Covariates included sex, age, nationality, number of dispensed medications, and number of diagnoses. A generalized estimating equation model was used to assess trends and factors associated with PIMs. (3) Results: The prevalence of PIMs was high and varied between 57.2% and 63.6% over the study years. Compared with 2017, the prevalence of PIMs increased significantly, with adjusted odds ratios (OR) (95% confidence interval (95% CI)) of 1.23 (1.18-1.29) and 1.15 (1.10-1.21) for 2018 and 2019, respectively. Factors associated with being prescribed PIMs included ≥5 dispensed medications (OR_adjusted = 23.91, 95% CI = 21.47-26.64) and ≥5 diagnoses (OR_adjusted = 3.20, 95% CI = 2.88-3.56). Compared with females, males had a lower risk of being prescribed PIMs (OR_adjusted = 0.90, 95% CI = 0.85-0.94); (4) Conclusions: PIMs were common with an increasing trend among older adults in Saudi Arabia. A higher number of dispensed medications, increased number of diagnoses and female sex were associated with being prescribed PIMs. Recommendations on how to optimize prescriptions and implement de-prescribing strategies are urgently needed.
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Affiliation(s)
- Fouad F Jabri
- Department of Biostatistics, Epidemiology and Public Health, College of Medicine, Alfaisal University, P.O. Box 50927, Riyadh 11533, Saudi Arabia
- Department of Global Public Health, Karolinska Institutet, K9 Global Folkhälsa, K9 GPH, 171 77 Stockholm, Sweden
| | - Yajun Liang
- Department of Global Public Health, Karolinska Institutet, K9 Global Folkhälsa, K9 GPH, 171 77 Stockholm, Sweden
| | - Tariq M Alhawassi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
- Medication Safety Research Chair, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
| | - Kristina Johnell
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, C8 Medicinsk Epidemiologi och Biostatistik, 171 77 Stockholm, Sweden
| | - Jette Möller
- Department of Global Public Health, Karolinska Institutet, K9 Global Folkhälsa, K9 GPH, 171 77 Stockholm, Sweden
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McLarney M, Johnson T, Bajaj G, Lee D, Zheng J. Cancer Pain and Frailty: A Scoping Review of How Cancer Pain Is Evaluated and Treated in the Frail and Elderly. REHABILITATION ONCOLOGY 2023. [DOI: 10.1097/01.reo.0000000000000338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
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11
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Faquetti ML, la Torre AMD, Burkard T, Obozinski G, Burden AM. Identification of polypharmacy patterns in new-users of metformin using the Apriori algorithm: A novel framework for investigating concomitant drug utilization through association rule mining. Pharmacoepidemiol Drug Saf 2023; 32:366-381. [PMID: 36579709 DOI: 10.1002/pds.5583] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 11/23/2022] [Accepted: 12/12/2022] [Indexed: 12/30/2022]
Abstract
PURPOSE With increased concomitant chronic diseases in type 2 diabetes mellitus (T2DM), the use of multiple drugs increases as well as the risk of drug-drug interactions (DDI) and adverse drug reactions (ADR). Nevertheless, how medication patterns vary in T2DM patients across different sex and age groups is unclear. This study aims to identify and quantify common drug combinations in first-time metformin users with polypharmacy (≥5 co-medications). METHODS New users of metformin were identified from the IQVIA Medical Research Data incorporating data from THIN, A Cegedim Database (2016-2019). A descriptive cohort study explored prescription patterns in patients with polypharmacy. The Apriori algorithm, used to find frequent item-sets in databases, was first-time applied to identify and quantify drug combinations of up to seven drugs to investigate potential harmful polypharmacy patterns. RESULTS The cohort included 34 169 new-users of metformin, of which 20 854 (61.0%) received polypharmacy. Atorvastatin was the most frequently co-prescribed drug with metformin overall (38.7%), in women (34.3%) and men (42.6%). In the stratified analysis, a higher proportion of women received polypharmacy (65.6%) compared to men (57.4%). Moreover, the proportion of patients receiving polypharmacy increased with age (18-39 years = 30.4%, 40-59 years = 50.5%, 60-74 years = 70.9%, and ≥75 years = 84.3%). CONCLUSION This study is the first to identify and quantify commonly prescribed combinations of drugs compounds in patients with polypharmacy using the Apriori algorithm. The high polypharmacy prevalence at all strata indicates the need to optimize polypharmacy to minimize DDI and ADR.
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Affiliation(s)
- Maria Luisa Faquetti
- ETH Zurich, Department of Chemistry and Applied Biosciences, Institute of Pharmaceutical Sciences, Zurich, Switzerland
| | - Adrian Martinez-De la Torre
- ETH Zurich, Department of Chemistry and Applied Biosciences, Institute of Pharmaceutical Sciences, Zurich, Switzerland
| | - Theresa Burkard
- ETH Zurich, Department of Chemistry and Applied Biosciences, Institute of Pharmaceutical Sciences, Zurich, Switzerland
| | | | - Andrea M Burden
- ETH Zurich, Department of Chemistry and Applied Biosciences, Institute of Pharmaceutical Sciences, Zurich, Switzerland
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Wastesson JW, Fritzell J, Burström B, Johnell K, Fastbom J. Regional variations in excessive polypharmacy and potentially inappropriate drug use among older adults in Sweden: Trends from 2006 to 2020. Front Pharmacol 2023; 14:1030849. [PMID: 36843915 PMCID: PMC9945538 DOI: 10.3389/fphar.2023.1030849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 01/27/2023] [Indexed: 02/11/2023] Open
Abstract
Introduction: Potentially inappropriate drug use (PID) is common among older adults. Cross-sectional data suggest that there are marked regional variations in PID in Sweden. There is, however, a lack of knowledge about how the regional variations have changed over time. Objectives: This study aimed to investigate the regional differences in the prevalence of PID in Sweden, 2006-2020. Methods: In this repeated cross-sectional study, we included all older adults (≥75 years) registered in Sweden, yearly from 2006 to 2020. We used nationwide data from the Swedish Prescribed Drug Register linked at the individual level to the Swedish Total Population Register. We selected three indicators of PID according to the Swedish national "Quality indicators for good drug therapy in the elderly": 1) Excessive polypharmacy (use of ≥10 drugs); 2) Concurrent use of three or more psychotropic drugs; 3) Use of "drugs that should be avoided in older adults unless specific reasons exist." The prevalence of these indicators was calculated for each of Sweden's 21 regions, yearly from 2006 to 2020. The annual coefficient of variation (CV) was calculated for each indicator by dividing the standard deviation of the regions by the national average, to measure relative variability. Results: In the population of about 800,000 older adults per year, the national prevalence of "drugs that should be avoided in older adults," was reduced by 59% from 2006 to 2020. There was a slight decline in the use of three or more psychotropics, while the prevalence of excessive polypharmacy increased. The CV for excessive polypharmacy was 14% in 2006 and 9% in 2020 compared to 18% and 14% for "use of three or more psychotropics", and stable at around 10% for 'drugs that should be avoided in older adults.' Conclusions: The regional variation in potentially inappropriate drug use decreased or were stable from 2006 to 2020. The regional differences were largest for the use of three or more psychotropics. We found a general tendency that regions with a good performance at the start of the period performed well across the entire period. Future studies should investigate the reasons for regional variation and explore strategies to reduce unwarranted differences.
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Affiliation(s)
- Jonas W. Wastesson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden,Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden,*Correspondence: Jonas W. Wastesson,
| | - Johan Fritzell
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden
| | - Bo Burström
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Kristina Johnell
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Johan Fastbom
- Aging Research Center, Karolinska Institutet and Stockholm University, Stockholm, Sweden,National Board of Health and Welfare (Socialstyrelsen), Stockholm, Sweden
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13
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Jang S, Kang HJ, Kim Y, Jang S. Association of potentially inappropriate medications and need for long-term care among older adults: a matched cohort study. BMC Geriatr 2022; 22:972. [PMID: 36522694 PMCID: PMC9756678 DOI: 10.1186/s12877-022-03681-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND With an increase in the aging population, the number of older adults who require long-term care (LTC) is growing, enhancing drug-related issues. The reduced capacity of LTC users to precisely utilize medical services poses additional challenges owing to restrictions in daily activities. We compared older adults who required LTC with those who did not require LTC to confirm differences in the use of potentially inappropriate medications (PIMs), frequently used PIMs, and associating factors in Korea. METHODS Using the Korean National Health Insurance Service cohort data, adults aged ≥ 65 years as of 2017 who were LTC beneficiaries (at home and LTC facilities) were selected and matched 1:1 with a control group (LTC non-beneficiaries). PIM was defined based on the 2019 American Society of Geriatrics Beers criteria. PIM use and medical resource utilization according to LTC requirements were compared for one year after the index date. After correcting for other confounding variables, differences in the risk of PIM use on person-based according to LTC eligibility were assessed using multivariate logistic regression. RESULTS Among the 13,251 older adults requiring LTC in 2017, 9682 were matched with counterparts and included. Among those who received an outpatient prescription including PIM at least once yearly, 83.6 and 87.6% were LTC beneficiaries and LTC non-beneficiaries, respectively (p < 0.001). Using the number of outpatient prescriptions as the baseline, 37.2 and 33.2% were LTC beneficiaries and LTC non-beneficiaries, respectively (p < 0.001). In both groups, elevated PIM use depended on increased medical resource utilization, as shown by increased outpatient visits and medical care institutions visited. Adjusting other influencing factors, the need for LTC did not significantly associated with PIM use (odds ratio [OR] 0.93, 95% confidence interval [CI] 0.84-1.04); the number of drugs consumed (3-4: OR 1.42, 95% CI 1.25-1.61; 5-9: OR 2.24, 95% CI 1.98-2.53; 10 and more: OR 3.72, 95% CI 3.03-4.55; reference group: 2 and less), frequency of visits (7-15: OR 1.95, 95% CI 1.71-2.23; 16-26: OR 3.51, 95% CI 3.02-4.07; 27-42: OR 5.84, 95% CI 4.84-7.05; 43 and more: OR 10.30, 95% CI 8.15-13.01; reference group: 6 and less), and visits to multiple medical care institutions (3-4: OR 1.96, 95% CI 1.76-2.19; 5 and more: OR 3.21, 95% CI 2.76-3.73; reference group: 2 and less) emerged as primary influencing factors. PIMs mainly prescribed included first-generation antihistamines, benzodiazepines, and Z-drugs in both groups; quetiapine ranked second-highest among LTC beneficiaries. CONCLUSIONS The LTC demand did not significantly associated with PIM utilization. However, the number of drugs consumed, and the pattern of medical resource use were important factors, regardless of LTC requirements. This highlights the need to implement comprehensive drug management focusing on patients receiving polypharmacy and visiting multiple care institutions, regardless of LTC needs.
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Affiliation(s)
- Suhyun Jang
- grid.256155.00000 0004 0647 2973College of Pharmacy and Gachon Institute of Pharmaceutical Sciences, Gachon University, 191 Hambakmoe‑Ro, Yeonsu‑Gu, Incheon, 21936 Republic of Korea
| | - Hee-Jin Kang
- grid.256155.00000 0004 0647 2973College of Pharmacy and Gachon Institute of Pharmaceutical Sciences, Gachon University, 191 Hambakmoe‑Ro, Yeonsu‑Gu, Incheon, 21936 Republic of Korea ,Clinical Development Division, Kangstem Biotech Co., Ltd, 512 Teheran-ro, Gangnam-Gu, Seoul, 06179 Republic of Korea
| | - Yeji Kim
- grid.264381.a0000 0001 2181 989XDepartment of Statistics, Graduate School, Sungkyunkwan University, 25-2, Seonggyungwan-Ro, Jongno-Gu, Seoul, 03063 Republic of Korea
| | - Sunmee Jang
- grid.256155.00000 0004 0647 2973College of Pharmacy and Gachon Institute of Pharmaceutical Sciences, Gachon University, 191 Hambakmoe‑Ro, Yeonsu‑Gu, Incheon, 21936 Republic of Korea
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Guillot J, Rentsch CT, Gordon KS, Justice AC, Bezin J. Potentially inappropriate medication use by level of polypharmacy among US Veterans 49-64 and 65-70 years old. Pharmacoepidemiol Drug Saf 2022; 31:1056-1074. [PMID: 35780391 PMCID: PMC9464694 DOI: 10.1002/pds.5506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 05/29/2022] [Accepted: 06/27/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Potentially inappropriate medications (PIMs) are medications contra-indicated in particular circumstances. We sought to characterize PIMs by level of polypharmacy by age, sex, and race/ethnicity. METHODS We performed a cross-sectional drug dispensing study using electronic health records available through the US Department of Veterans Affairs. We extracted pharmacy fill and refill records during fiscal year 2016 (i.e., October 1, 2015-September 30, 2016) for all patients aged 49-70 who accessed care in the preceding fiscal year. PIMs were defined by the combined Beers and Laroche (henceforth Beers Laroche) criteria used for older patients and the PROMPT criteria used for middle-aged. RESULTS In the 1 499 586 patients aged 49-64, PIMs prevalence by PROMPT in patients with 0-4, 5-9, and ≥10 medications was 14.0%, 62.2%, and 86.1%, respectively, and by Beers Laroche was 14.3%, 63.4%, and 85.7%, respectively. In the 1 249 119 patients aged 65-70, PIMs prevalence by Beers Laroche was 14.8%, 59.9%, and 83.3%, and by PROMPT was 13.9%, 57.4%, and 82.0%, respectively. Meaningful differences in prevalence were shown by sex and race/ethnicity according to both set of criteria (e.g. PROMPT in patients with 5-9 medications: 66.1% women vs. 59.3% men; standardized-mean-differences [SMD] = 0.14; 61.7% of White vs. 54.5% of non-White; SMD = 0.15). The most common PIMs were digestive, analgesic, antidiabetic, and psychotropic medications. CONCLUSION Prevalence of PIMs was high and increased with polypharmacy. Beers Laroche and PROMPT provided similar estimations inside and outside their target age, suggesting that PIMs are common among those with polypharmacy regardless of age.
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Affiliation(s)
- Jordan Guillot
- Veterans Aging Cohort Study Coordinating Center, VA Connecticut Healthcare System, West Haven, CT, 06516, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06511, USA
- Univ. Bordeaux, INSERM, BPH, U1219, Team Pharmacoepidemiology, CHU de Bordeaux, Service de Pharmacologie médicale, Pôle de Santé Publique, F-33000 Bordeaux, France
- Department of Methodology and Innovation in Prevention, Bordeaux University Hospital, Bordeaux, France
| | - Christopher T Rentsch
- Veterans Aging Cohort Study Coordinating Center, VA Connecticut Healthcare System, West Haven, CT, 06516, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06511, USA
- Faculty of Epidemiology & Population Health, London School of Hygiene & Tropical Medicine, London, WC1E 7HT, UK
| | - Kirsha S Gordon
- Veterans Aging Cohort Study Coordinating Center, VA Connecticut Healthcare System, West Haven, CT, 06516, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06511, USA
| | - Amy C Justice
- Veterans Aging Cohort Study Coordinating Center, VA Connecticut Healthcare System, West Haven, CT, 06516, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06511, USA
- Yale School of Public Health, New Haven, CT, US, 06511
| | - Julien Bezin
- Univ. Bordeaux, INSERM, BPH, U1219, Team Pharmacoepidemiology, CHU de Bordeaux, Service de Pharmacologie médicale, Pôle de Santé Publique, F-33000 Bordeaux, France
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Mecca MC, Zenoni M, Fried TR. Primary care clinicians' use of deprescribing recommendations: A mixed-methods study. PATIENT EDUCATION AND COUNSELING 2022; 105:2715-2720. [PMID: 35523638 DOI: 10.1016/j.pec.2022.04.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 04/07/2022] [Accepted: 04/20/2022] [Indexed: 06/14/2023]
Abstract
OBJECTIVE to explore the effects of a deprescribing intervention on primary care clinicians' medication-related communication. METHODS A clinical decision support tool provided clinicians in the intervention group with an individualized report regarding potentially inappropriate medications (PIMs), deintensification of diabetes and/or hypertension treatment, and poor adherence/cognition. Participants included 113 Veterans aged ≥ 65 prescribed ≥ 7 medications and their primary care clinicians. Encounters were recorded and analyzed. RESULTS Between 36% and 38% of intervention clinicians discussed PIMs and diabetes mellitus/hypertension deintensification and 94% discussed adherence. PIMs discussions referred to the report and prompted some medication changes. The diabetes mellitus/hypertension and adherence discussions were not prompted by the report but instead arose from enhanced medication reconciliation. Changes in diabetes mellitus/hypertension medications were not made out of overtreatment concerns. There was no deprescribing for nonadherence. Enhanced medication reconciliation also led to discussions about medications not in the report. CONCLUSION An individualized report regarding medication appropriateness prompted clinicians to perform a more thorough medication reconciliation and discuss PIMs. It did not prompt chronic care deintensification or deprescribing to enhance adherence. PRACTICE IMPLICATIONS Feedback reports can promote robust medication reconciliation in primary care. Changing clinician practice to achieve deprescribing in chronic disease management will be more challenging.
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Affiliation(s)
- Marcia C Mecca
- Clinical Epidemiology Research Center, VA Connecticut Healthcare System, 950 Campbell Ave., #240, West Haven, CT 06516, USA; Department of Medicine, Yale School of Medicine, 333 Cedar St., New Haven, CT 06520, USA.
| | - Maria Zenoni
- Clinical Epidemiology Research Center, VA Connecticut Healthcare System, 950 Campbell Ave., #240, West Haven, CT 06516, USA; Program on Aging, Yale School of Medicine, 300 George St., New Haven, CT 06511, USA
| | - Terri R Fried
- Clinical Epidemiology Research Center, VA Connecticut Healthcare System, 950 Campbell Ave., #240, West Haven, CT 06516, USA; Program on Aging, Yale School of Medicine, 300 George St., New Haven, CT 06511, USA; Department of Medicine, Yale School of Medicine, 333 Cedar St., New Haven, CT 06520, USA
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16
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Galimberti F, Casula M, Scotti L, Olmastroni E, Ferrante D, Ucciero A, Tragni E, Catapano AL, Barone-Adesi F. Potentially Inappropriate Prescribing among Elderly Outpatients: Evaluation of Temporal Trends 2012-2018 in Piedmont, Italy. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19063612. [PMID: 35329299 PMCID: PMC8953164 DOI: 10.3390/ijerph19063612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Revised: 02/24/2022] [Accepted: 03/16/2022] [Indexed: 12/04/2022]
Abstract
Pharmacological intervention is one of the cornerstones in the treatment and prevention of disease in modern healthcare. However, a large number of drugs are often prescribed and used inappropriately, especially in elderly patients. We aimed at investigating the annual prevalence of potentially inappropriate prescriptions (PIPs) among older outpatients using administrative healthcare databases of the Piedmont Region (Italy) over a seven-year period (2012–2018). We included all Piedmont outpatients aged 65 years or older with at least one drug prescription per year. Polypharmacy and the prevalence of PIPs according to the ERD list explicit tool were measured on an annual basis. A range between 976,398 (in 2012) and 1,066,389 (in 2018) elderly were evaluated. Among them, the number of subjects with at least one PIP decreased from 418,537 in 2012 to 339,764 in 2018; the prevalence significantly reduced by ~25% over the study period. The stratified analyses by age groups and sex also confirmed the downward trend and identified several differences in the most prevalent inappropriately prescribed drugs. Overall, despite a reduction in PIP prevalence, one out of three older outpatients was still exposed to inappropriateness, highlighting the extensive need for intervention to improve prescribing.
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Affiliation(s)
| | - Manuela Casula
- IRCCS MultiMedica, Sesto S. Giovanni, 20099 Milan, Italy; (F.G.); (A.L.C.)
- Epidemiology and Preventive Pharmacology Service (SEFAP), Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milan, Italy; (E.O.); (E.T.)
- Correspondence:
| | - Lorenza Scotti
- Department of Translational Medicine, University of Eastern Piedmont, 28100 Novara, Italy; (L.S.); (D.F.); (A.U.); (F.B.-A.)
| | - Elena Olmastroni
- Epidemiology and Preventive Pharmacology Service (SEFAP), Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milan, Italy; (E.O.); (E.T.)
| | - Daniela Ferrante
- Department of Translational Medicine, University of Eastern Piedmont, 28100 Novara, Italy; (L.S.); (D.F.); (A.U.); (F.B.-A.)
| | - Andrealuna Ucciero
- Department of Translational Medicine, University of Eastern Piedmont, 28100 Novara, Italy; (L.S.); (D.F.); (A.U.); (F.B.-A.)
| | - Elena Tragni
- Epidemiology and Preventive Pharmacology Service (SEFAP), Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milan, Italy; (E.O.); (E.T.)
| | - Alberico Luigi Catapano
- IRCCS MultiMedica, Sesto S. Giovanni, 20099 Milan, Italy; (F.G.); (A.L.C.)
- Epidemiology and Preventive Pharmacology Service (SEFAP), Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milan, Italy; (E.O.); (E.T.)
| | - Francesco Barone-Adesi
- Department of Translational Medicine, University of Eastern Piedmont, 28100 Novara, Italy; (L.S.); (D.F.); (A.U.); (F.B.-A.)
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Aging and Women's Health: An Update from the National Institute on Aging. Clin Geriatr Med 2021; 37:533-541. [PMID: 34600720 DOI: 10.1016/j.cger.2021.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Older women outnumber older men in the United States and may experience a range of physical, cognitive, social, and emotional challenges. The "Geriatric 5 Ms"-Multicomplexity, Mind, Mobility, Medications, and What Matters Most-provide a useful framework for understanding and addressing the health and wellness needs of older women in the clinic. The National Institute on Aging, a component of the US National Institutes of Health, supports a vibrant program of aging research with many immediately implementable findings and useful resources for the busy clinician.
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Nightingale G, Scopelliti EM, Casten R, Woloshin M, Xiao S, Kelley M, Chang AM, Hollander JE, Leiby BE, Peterson AM, Pizzi LT, Rising KL, White N, Rovner B. Polypharmacy and Potentially Inappropriate Medication Use in Older Blacks with Diabetes Mellitus Presenting to the Emergency Department. J Aging Health 2021; 34:499-507. [PMID: 34517775 DOI: 10.1177/08982643211045546] [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: 01/04/2023]
Abstract
Background: Medication-related problems in older Blacks with diabetes mellitus (DM) are not well established. Objectives: To describe the frequency of medication-related problems in older Blacks with DM presenting to the emergency department (ED). Methods: The study was a cross-sectional analysis of baseline data from a randomized controlled trial evaluating Blacks aged ≥60 years of age presenting to the ED. Polypharmacy, potentially inappropriate medication (PIM) use, and anticholinergic score were evaluated. Results: Of 168 patients (median age = 68, range 60-92), most (n = 164, 98%) were taking ≥5 medications, and 67 (39.9%) were taking a PIM. A majority (n = 124, 74%) were taking a medication with an anticholinergic score ≥1. Number of medications was correlated with number of PIMs (r = .22, p = .004) and anticholinergic score (r = .50, p < .001). Conclusion: Polypharmacy and PIM use was common in older Blacks with DM.
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Affiliation(s)
- Ginah Nightingale
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Emily M Scopelliti
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Robin Casten
- Department of Psychiatry and Human Behavior, Sidney Kimmel Medical College, 6559Thomas Jefferson University, Philadelphia, PA, USA
| | - Monica Woloshin
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Shu Xiao
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Megan Kelley
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Anna Marie Chang
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Judd E Hollander
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Benjamin E Leiby
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Andrew M Peterson
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Laura T Pizzi
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Kristin L Rising
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Neva White
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
| | - Barry Rovner
- Department of Pharmacy Practice, Jefferson College of Pharmacy, 114062Thomas Jefferson University, Philadelphia, PA, USA
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Bhagavathula AS, Seid MA, Adane A, Gebreyohannes EA, Brkic J, Fialová D. Prevalence and Determinants of Multimorbidity, Polypharmacy, and Potentially Inappropriate Medication Use in the Older Outpatients: Findings from EuroAgeism H2020 ESR7 Project in Ethiopia. Pharmaceuticals (Basel) 2021; 14:844. [PMID: 34577544 PMCID: PMC8468438 DOI: 10.3390/ph14090844] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/17/2021] [Accepted: 08/24/2021] [Indexed: 01/05/2023] Open
Abstract
Few studies have been conducted on multimorbidity (two or more chronic diseases) and rational geriatric prescribing in Africa. This study examined the prevalence and determinants of multimorbidity, polypharmacy (five or more long-term medications), and potentially inappropriate medication (PIM) use according to the 2019 Beers criteria among the older adults attending chronic care clinics from a single institution in Ethiopia. A hospital-based cross-sectional study was conducted among 320 randomly selected older adults from 12 March 2020 to 30 August 2020. A multivariable logistic regression analysis was performed to identify the predictor variables. The prevalence of multimorbidity, polypharmacy, and PIM exposure was 59.1%, 24.1%, and 47.2%, respectively. Diuretics (10%), insulin sliding scale (8.8%), amitriptyline (7.8%), and aspirin (6.9%) were among the most frequently prescribed PIMs. Older patients experiencing pain flare-ups were more likely to have multimorbidity (adjusted odds ratio (AOR): 1.64, 95% confidence intervals: 1.13-2.39). Persistent anger (AOR: 3.33; 1.71-6.47) and use of mobility aids (AOR: 2.41, 1.35-4.28) were associated with polypharmacy. Moreover, cognitive impairment (AOR: 1.65, 1.15-2.34) and health deterioration (AOR: 1.61, 1.11-2.32) increased the likelihood of PIM exposure. High prevalence of multimorbidity and PIM use was observed in Ethiopia. Several important determinants that can be modified by applying PIM criteria in routine practice were also identified.
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Affiliation(s)
- Akshaya Srikanth Bhagavathula
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Králové, Charles University, 500 05 Hradec Králové, Czech Republic; (J.B.); (D.F.)
| | - Mohammed Assen Seid
- Department of Clinical Pharmacy, School of Pharmacy, College of Medicine and Health Sciences, University of Gondar, Gondar P.O. Box 196, Ethiopia;
| | - Aynishet Adane
- Department of Internal Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar P.O. Box 196, Ethiopia;
| | | | - Jovana Brkic
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Králové, Charles University, 500 05 Hradec Králové, Czech Republic; (J.B.); (D.F.)
| | - Daniela Fialová
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Králové, Charles University, 500 05 Hradec Králové, Czech Republic; (J.B.); (D.F.)
- Department of Geriatrics and Gerontology, 1st Faculty of Medicine, Charles University, 120 00 Prague, Czech Republic
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Shin H, Kim N, Cha J, Kim GJ, Kim JH, Kim JY, Lee S. Geriatrics on beers criteria medications at risk of adverse drug events using real-world data. Int J Med Inform 2021; 154:104542. [PMID: 34411951 DOI: 10.1016/j.ijmedinf.2021.104542] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 05/31/2021] [Accepted: 06/17/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVES The established Beers Criteria consider side effects and safety concerns when prescribing drugs to the elderly. As the criteria suggest that attention should be paid toward prescriptions rather than prescription prohibition lists, these Beers Criteria medications (BCMs) are used appropriately under unavoidable circumstances. METHODS Patients aged ≥ 65 years and with an experience of being prescribed inappropriate medications at Konyang University Hospital, South Korea, were selected. We analyzed data from the Korea Adverse Event Reporting System (KAERS) and the Food and Drug Administration Adverse Event Reporting System (FAERS) of the United States to identify medication-induced adverse drug events (ADEs). The actual incidence was predicted by multiplying the incidence and number of BCMs prescribed to the patients. The proportional reporting ratio (PRR) and reporting odds ratio (ROR) were calculated using KAERS and FAERS data. RESULTS We predicted that the incidence of ADEs would be higher for metoclopramide, chlorpheniramine, and amitriptyline in patients using medications for more than 1 day and metoclopramide, chlorpheniramine, and ketoprofen in patients using medications only for 1 day. Among the ADEs reported to KAERS and FAERS, significant ROR and PRR values were noted for clonazepam (drowsiness), nortriptyline (sleepiness), and zolpidem (amnesia, somnambulism, agitation, dependence, nightmare, and dysgeusia). CONCLUSION This study highlighted the actual status of BCM prescriptions in clinical institutions and predicted the incidence of ADEs. We concluded that greater care must be taken while prescribing BCMs to the elderly and indicators, such as PRR and ROR should be monitored regularly.
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Affiliation(s)
- Hyunah Shin
- Health Care Data Science Center, Konyang University Hospital, Daejeon, Republic of Korea
| | - Nanyeong Kim
- Departments of Biomedical Informatics, Konyang University College of Medicine, Daejeon, Republic of Korea
| | - Jaehun Cha
- Health Care Data Science Center, Konyang University Hospital, Daejeon, Republic of Korea
| | - Grace Juyun Kim
- Seoul National University Biomedical Informatics (SNUBI), Division of Biomedical Informatics, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ju Han Kim
- Seoul National University Biomedical Informatics (SNUBI), Division of Biomedical Informatics, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jong-Yeup Kim
- Health Care Data Science Center, Konyang University Hospital, Daejeon, Republic of Korea; Departments of Biomedical Informatics, Konyang University College of Medicine, Daejeon, Republic of Korea
| | - Suehyun Lee
- Health Care Data Science Center, Konyang University Hospital, Daejeon, Republic of Korea; Departments of Biomedical Informatics, Konyang University College of Medicine, Daejeon, Republic of Korea.
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21
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Vatcharavongvan P, Puttawanchai V. Elderly Patients in Primary Care are Still at Risks of Receiving Potentially Inappropriate Medications. J Prim Care Community Health 2021; 12:21501327211035088. [PMID: 34315288 PMCID: PMC8323440 DOI: 10.1177/21501327211035088] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Background Most older adults with comorbidities in primary care clinics use multiple
medications and are at risk of potentially inappropriate medications (PIMs)
prescription. Objective This study examined the prevalence of polypharmacy and PIMs using Thai
criteria for PIMs. Methods This study was a retrospective cross-sectional study. Data were collected
from electronic medical records in a primary care clinic in 2018. Samples
were patients aged ≥65 years old with at least 1 prescription. Variables
included age, gender, comorbidities, and medications. The list of risk drugs
for Thai elderly version 2 was the criteria for PIMs. The prevalence of
polypharmacy and PIMs were calculated, and multiple logistic regression was
conducted to examine associations between variables and PIMs. Results Of 2806 patients, 27.5% and 43.7% used ≥5 medications and PIMs, respectively.
Of 10 290 prescriptions, 47% had at least 1 PIM. The top 3 PIMs were
anticholinergics, proton-pump inhibitors, and nonsteroidal anti-inflammatory
drugs (NSAIDs). Polypharmacy and dyspepsia were associated with PIM
prescriptions (adjusted odds ratio 2.48 [95% confident interval or 95% CI
2.07-2.96] and 3.88 [95% CI 2.65-5.68], respectively). Conclusion Prescriptions with PIMs were high in the primary care clinic. Describing
unnecessary medications is crucial to prevent negative health outcomes from
PIMs. Computer-based clinical decision support, pharmacy-led interventions,
and patient-specific drug recommendations are promising interventions to
reduce PIMs in a primary care setting.
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22
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Ham L, Geijteman ECT, Aarts MJ, Kuiper JG, Kunst PWA, Raijmakers NJH, Visser LE, van Zuylen L, Brokaar EJ, Fransen HP. Use of potentially inappropriate medication in older patients with lung cancer at the end of life. J Geriatr Oncol 2021; 13:53-59. [PMID: 34366274 DOI: 10.1016/j.jgo.2021.07.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 06/10/2021] [Accepted: 07/29/2021] [Indexed: 11/18/2022]
Abstract
OBJECTIVES Medications at the end of life should be used for symptom control. Medications which potential adverse effects outweigh their expected benefits are called 'potentially inappropriate medications' (PIMs). PIMs are related with adverse drug events and reduced quality of life. In this study, we investigated to what extent PIMs are dispensed to older patients with lung cancer in the last month of life. METHODS We selected patients with lung cancer, aged 65+, diagnosed between 2009 and 2014, and who died before April 1st 2015 from the population-based Netherlands Cancer Registry (NCR). The NCR is linked to the PHARMO Database Network, that includes medications dispensed by community pharmacies in the Netherlands. The eight PIM groups were based on the OncPal Deprescribing Guideline: aspirin, dyslipidaemia medications, antihypertensives, osteoporosis medications, peptic ulcer prophylaxis, oral hypoglycaemics, vitamins and minerals. RESULTS Data of 7864 patients with lung cancer were analyzed. Median age was 74 year (IQR = 70-79) and 67% was male. 45% of all patients received at least one PIM in their last month of life. Taking into account all dispensed medications, patients receiving PIMs received more different medications compared to those receiving no PIMs, respectively 10 (SD = 5) vs. 3 (SD = 4) different medications (P < 0.001). CONCLUSION Almost half of the older patients with lung cancer in the Netherlands received PIMs in their last month of life. Since PIM use is associated with reduced quality of life, it is important that health care professionals continue to critically assess which medication can be discontinued at the end of life.
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Affiliation(s)
- Laurien Ham
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands; Netherlands Association for Palliative Care (PZNL), PO box 19079, Utrecht 3501 DB, the Netherlands.
| | - Eric C T Geijteman
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Centre, PO box 2040, Rotterdam 3000 CA, the Netherlands
| | - Mieke J Aarts
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands
| | - Josephina G Kuiper
- PHARMO Institute for Drug Outcomes Research, Van Deventerlaan 30-40, Utrecht 3528 AE, the Netherlands
| | - Peter W A Kunst
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands; Onze Lieve Vrouwe Gasthuis, PO box 9243, Amsterdam 1006 AE, the Netherlands
| | - Natasja J H Raijmakers
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands; Netherlands Association for Palliative Care (PZNL), PO box 19079, Utrecht 3501 DB, the Netherlands
| | - Loes E Visser
- Department of Hospital Pharmacy, Haga Teaching Hospital, PO box 40551, The Hague 2504 LN, the Netherlands; Department of Epidemiology, Erasmus Medical Centre, PO box 2040, Rotterdam 3000 CA, the Netherlands; Department of Hospital Pharmacy, Erasmus Medical Centre, PO box 2040, Rotterdam 3000 CA, the Netherlands
| | - Lia van Zuylen
- Department of Medical Oncology, Amsterdam University Medical Centre, De Boelelaan 1117, Amsterdam 1081 HV, the Netherlands
| | - Edwin J Brokaar
- Department of Hospital Pharmacy, Haga Teaching Hospital, PO box 40551, The Hague 2504 LN, the Netherlands
| | - Heidi P Fransen
- Research & Development, Netherlands Comprehensive Cancer Organisation (IKNL), PO box 19079, Utrecht 3501 DB, the Netherlands; Netherlands Association for Palliative Care (PZNL), PO box 19079, Utrecht 3501 DB, the Netherlands
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23
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Magin P, Quain D, Tapley A, van Driel M, Davey A, Holliday E, Ball J, Kaniah A, Turner R, Spike N, FitzGerald K, Hilmer S. Deprescribing in older patients by early-career general practitioners: Prevalence and associations. Int J Clin Pract 2021; 75:e14325. [PMID: 33960089 DOI: 10.1111/ijcp.14325] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 12/09/2020] [Accepted: 05/03/2021] [Indexed: 11/30/2022] Open
Abstract
RATIONALE AND AIMS Deprescribing is the health-professional-supervised process of withdrawal of an inappropriate medication to manage polypharmacy and improve patient outcomes. Given the harms of polypharmacy and associated inappropriate medicines, practitioners, especially general practitioners (GPs), are encouraged to take a proactive role in deprescribing in older patients. While trial evidence for benefits of deprescribing is accumulating, there is currently little epidemiologic evidence of clinicians' (including GPs') deprescribing behaviours. We aimed to establish the prevalence and explore associations of deprescribing of inappropriate medicines by early-career GPs. METHODS A cross-sectional analysis of the ReCEnT study of GP registrars' in-consultation experience, 2016-18. Participants recorded 60 consecutive consultations, three times at 6-month intervals, including medicines ceased (our measure of deprescribing). The outcome was deprescribing of an inappropriate medicine (defined by a synthesis of three accepted classification systems) in patients 65 years or older. Logistic regression determined the associations of deprescribing inappropriate medicines. RESULTS One thousand one hundred and thirteen registrars reported 19 581 consultations with patients 65 years and older. Inappropriate medicines were deprescribed in 2.6% (95% CIs 2.4%-2.9%) of consultations. Of deprescribed medicines, 43% had been prescribed for three months or longer. Most commonly deprescribed were opioids (19%), proton pump inhibitors (9.2%), anti-inflammatory drugs (9.0%), statins (7.8%), and antidepressants (6.6%). The most common reason for deprescribing was: "no longer indicated" (38%). Significant adjusted associations of deprescribing included patients identifying as Aboriginal or Torres Strait Islander (OR 2.86); continuity-of-care (ORs 0.71 and 0.20 for the patient being new to practice and to the registrar, respectively); inner-regional compared to major-city location (OR 1.33); the problem/diagnosis being chronic (OR 1.90); and longer consultations (OR 1.03 per minute increase in duration). CONCLUSION These findings will have important implications for the education of GPs in deprescribing as a clinical skill.
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Affiliation(s)
- Parker Magin
- Faculty of Health, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- NSW & ACT Research and Evaluation Unit, GP Synergy Regional Training Organisation, Newcastle, NSW, Australia
| | - Debbie Quain
- NSW & ACT Research and Evaluation Unit, GP Synergy Regional Training Organisation, Newcastle, NSW, Australia
| | - Amanda Tapley
- Faculty of Health, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- NSW & ACT Research and Evaluation Unit, GP Synergy Regional Training Organisation, Newcastle, NSW, Australia
| | - Mieke van Driel
- Discipline of General Practice and Primary Care Clinical Unit, Faculty of Medicine, School of Medicine, University of Queensland, Brisbane, Qld, Australia
| | - Andrew Davey
- Faculty of Health, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- NSW & ACT Research and Evaluation Unit, GP Synergy Regional Training Organisation, Newcastle, NSW, Australia
| | - Elizabeth Holliday
- Faculty of Health, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Clinical Research Design IT and Statistical Support Unit (CReDITSS), Hunter Medical Research Institute, New Lambton, NSW, Australia
| | - Jean Ball
- Clinical Research Design IT and Statistical Support Unit (CReDITSS), Hunter Medical Research Institute, New Lambton, NSW, Australia
| | - Ashwin Kaniah
- Faculty of Health, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
| | - Rachel Turner
- Faculty of Health, School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, Australia
- Medical Education, GP Synergy Regional Training Organisation, Newcastle, NSW, Australia
| | - Neil Spike
- Eastern Victoria General Practice Training (EVGPT) Churchill, Churchill, Vic, Australia
- Department of General Practice and Primary Health Care Carlton, University of Melbourne, Melbourne, Vic, Australia
| | | | - Sarah Hilmer
- University of Sydney and Royal North Shore Hospital, Kolling Institute, St Leonards, NSW, Australia
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Zhang H, Wong EL, Wong SY, Chau PY, Yip BH, Chung RY, Lee EK, Lai FT, Yeoh EK. Prevalence and determinants of potentially inappropriate medication use in Hong Kong older patients: a cross-sectional study. BMJ Open 2021; 11:e051527. [PMID: 34301670 PMCID: PMC8728374 DOI: 10.1136/bmjopen-2021-051527] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES To assess the prevalence of potentially inappropriate medication (PIM) use in Hong Kong older patients visiting general outpatient clinics (GOPCs) between 2006 and 2014 and to identify factors associated with PIM use among older adults visiting GOPCs in 2014. DESIGN Cross-sectional study. SETTING GOPC. PARTICIPANTS Two study samples were constructed including a total of 844 910 patients aged 65 and above from 2006 to 2014 and a cohort of 489 301 older patients in 2014. MEASUREMENTS Two subsets of the 2015 American Geriatrics Society Beers criteria-PIMs independent of diagnosis and PIMs due to drug-disease interactions-were used to estimate the prevalence of PIM use over 12 months. PIMs that were not included in the Hospital Authority drug formulary or with any specific restriction or exception in terms of indication, dose or therapy duration were excluded. Characteristics of PIM users and non-PIM users visiting GOPCs in 2014 were compared. Independent associations between patient variables and PIM use were assessed by stepwise multivariable logistic regression analysis. RESULTS The 12-month period prevalence of PIM use decreased from 55.56% (95% CI 55.39% to 55.72%) in 2006 to 47.51% (95% CI 47.37% to 47.65%) in 2014. In the multivariable regression analysis, the strongest factor associated with PIM use was the number of different drugs prescribed (adjusted OR, AOR 23.01, 95% CI 22.36 to 23.67). Being female (AOR 0.89, 95% CI 0.85 to 0.87 for males vs females) and having a greater number of GOPC visits (AOR 1.83, 95% CI 1.78 to 1.88) as well as more than six diagnoses (AOR 1.43, 95% CI 1.36 to 1.52) were associated with PIM use. CONCLUSIONS The overall prevalence of PIM use in older adults visiting GOPCs decreased from 2006 to 2014 in Hong Kong although the prevalence of PIM use was still high in 2014. Patients with female gender, a larger number of medications prescribed, more frequent visits to GOPCs, and more than six diagnoses were at higher risk for PIM use.
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Affiliation(s)
- Huanyu Zhang
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
| | - Eliza Ly Wong
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
| | - Samuel Ys Wong
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
| | - Patsy Yk Chau
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
| | - Benjamin Hk Yip
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
| | - Roger Yn Chung
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
| | - Eric Kp Lee
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
| | - Francisco Tt Lai
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
| | - Eng-Kiong Yeoh
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong
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Barry HE, Hughes CM. An Update on Medication Use in Older Adults: a Narrative Review. CURR EPIDEMIOL REP 2021; 8:108-115. [PMID: 34306966 PMCID: PMC8294219 DOI: 10.1007/s40471-021-00274-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/04/2021] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW The global phenomenon of population aging is impacting the health and care needs of society. The use of medications by older adults is acknowledged to be the most common form of medical intervention for many acute and chronic conditions and prescribing in this population continues to increase. In this narrative review, we summarise the age-related factors that should be considered when prescribing for older adults, address some of the perennial challenges related to medicine use in older people, and highlight important emerging research in this area. RECENT FINDINGS A range of age-related factors should be considered when prescribing for older adults. However, the evidence base still lacks data pertaining to older adults due to their continued under-representation in clinical trials. Multimorbidity, polypharmacy, and inappropriate prescribing continue to remain prevalent among older adults, although recent research has been focused on the development and evaluation of complex interventions to address these challenges. SUMMARY Further high-quality studies of interventions to improve and support medication use in older adults are needed, ensuring that older adults are well represented in such trials and consideration is given to the measurement of patient- and provider-focused outcomes.
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Affiliation(s)
- Heather E. Barry
- Primary Care Research Group, School of Pharmacy, Queen’s University Belfast, Medical Biology Centre, 97 Lisburn Road, Belfast, BT9 7BL UK
| | - Carmel M. Hughes
- Primary Care Research Group, School of Pharmacy, Queen’s University Belfast, Medical Biology Centre, 97 Lisburn Road, Belfast, BT9 7BL UK
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Zhang H, Wong ELY, Wong SYS, Chau PYK, Yip BHK, Chung RYN, Lee EKP, Lai FTT, Yeoh EK. Comparison of adaptive versions of the Hong Kong-specific criteria and 2015 Beers criteria for assessing potentially inappropriate medication use in Hong Kong older patients. BMC Geriatr 2021; 21:379. [PMID: 34154544 PMCID: PMC8218399 DOI: 10.1186/s12877-021-02324-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 05/17/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND The Hong Kong-specific criteria have been established in 2019 to assess potentially inappropriate medication (PIM) use in older adults and improve the local prescribing quality. The aim of this study was to compare the adaptive versions of the Hong Kong-specific criteria and 2015 Beers criteria for assessing the prevalence and correlates of PIM use in Hong Kong older patients. METHODS A cross-sectional study was performed from January 1, 2014 to December 31, 2014 using the Hospital Authority (HA) database. A total of 489,301 older patients aged 65 years and older visiting general outpatient clinics (GOPCs) during the study period were included in the study. Two categories of PIM use included in the Hong Kong-specific criteria and 2015 Beers criteria, i.e. PIMs independent of diagnoses and PIMs considering specific medical conditions, were adapted to assess the prevalence of PIM use among the study sample. Characteristics of PIM users and the most frequently prescribed PIMs were investigated for each set of the criteria. Factors associated with PIM use were identified using the stepwise multivariable logistic regression analysis. RESULTS The adaptive Hong Kong-specific criteria could detect a higher prevalence of patients exposed to at least one PIM than that assessed by the adaptive Beers criteria (49.5% vs 47.5%). Meanwhile, the adaptive Hong Kong-specific criteria could identify a higher rate of patients exposed to PIMs independent of diagnoses (48.1% vs 46.8%) and PIMs considering specific medical conditions (7.3% vs 4.9%) compared with that of the adaptive Beers criteria. The most frequently prescribed PIMs detected by the adaptive Beers criteria were all included in the adaptive Hong Kong-specific criteria. The strongest factor associated with PIM use was number of different medications prescribed. Patients with female gender, aged 65 ~ 74 years, a larger number of GOPC visits, and more than six diagnoses were associated with greater risk of PIM use, whereas advancing age was associated with lower risk of PIM use. CONCLUSIONS The adaptive Hong Kong-specific criteria could detect a higher prevalence of PIM use than the adaptive Beers criteria in older adults visiting GOPCs in Hong Kong. It is necessary to update the prevalence and correlates of PIM use regularly in older adults to monitor the burden of PIM use and identify vulnerable patients who need further interventions.
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Affiliation(s)
- Huanyu Zhang
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
| | - Eliza L Y Wong
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong.
| | - Samuel Y S Wong
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
| | - Patsy Y K Chau
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
| | - Benjamin H K Yip
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
| | - Roger Y N Chung
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
| | - Eric K P Lee
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
| | - Francisco T T Lai
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
| | - Eng-Kiong Yeoh
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
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Patient- and Prescriber-Related Factors Associated with Potentially Inappropriate Medications and Drug-Drug Interactions in Older Adults. J Clin Med 2021; 10:jcm10112305. [PMID: 34070618 PMCID: PMC8198936 DOI: 10.3390/jcm10112305] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 05/15/2021] [Accepted: 05/21/2021] [Indexed: 01/25/2023] Open
Abstract
We aimed to evaluate the prevalence of potentially inappropriate medication (PIM) use and drug–drug interactions (DDIs) in older adults and their associated factors. This cross-sectional study used National Health Insurance data of older adults in South Korea. The 2015 AGS Beers Criteria were used to classify PIM use and DDIs. The associations of PIM use and DDIs with patient- and prescriber-related factors were evaluated using multiple logistic regression. Of the older adults who received at least one outpatient prescription (N = 1,277,289), 73.0% and 13.3% received one or more prescriptions associated with PIM use or DDIs, respectively. Chlorphenamine was most commonly associated with PIM, followed by diazepam. Co-prescriptions of corticosteroids and NSAIDs accounted for 82.8% of DDIs. Polypharmacy and mainly visiting surgeons or neurologists/psychiatrists were associated with a higher likelihood of prescriptions associated with PIM use or DDIs. Older age, high continuity of care (COC), and mainly visiting a hospital were associated with a lower likelihood of PIM use or DDIs. Prescriptions associated with PIM use and DDIS were more frequent for low COC patients or those who mainly visited clinics; therefore, patients with these characteristics are preferred intervention targets for reducing prescriptions associated with PIM use and DDIs.
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28
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Hall RK, Blumenthal JB, Doerfler RM, Chen J, Diamantidis CJ, Jaar BG, Kusek JW, Kallem K, Leonard MB, Navaneethan SD, Sha D, Sondheimer JH, Wagner LA, Yang W, Zhan M, Fink JC. Risk of Potentially Inappropriate Medications in Adults With CKD: Findings From the Chronic Renal Insufficiency Cohort (CRIC) Study. Am J Kidney Dis 2021; 78:837-845.e1. [PMID: 34029681 DOI: 10.1053/j.ajkd.2021.03.019] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 03/03/2021] [Indexed: 11/11/2022]
Abstract
RATIONALE & OBJECTIVE Adults with chronic kidney disease (CKD) may be at increased risk of adverse effects from use of potentially inappropriate medications (PIMs). Our objective was to assess whether PIM exposure has an independent association with CKD progression, hospitalizations, mortality, or falls. STUDY DESIGN Retrospective observational study. SETTING & PARTICIPANTS Chronic Renal Insufficiency Cohort (CRIC) study; 3,929 adults with CKD enrolled 2003-2008 and followed prospectively until December 2011. EXPOSURE PIM exposure was defined as prescriptions for any medications to be avoided in older adults as defined by the 2015 American Geriatrics Society Beers Criteria. OUTCOME Hospitalization count, death, a composite kidney disease end point of CKD progression or initiation of kidney replacement therapy (KRT), KRT, and fall events assessed 1 year after PIM exposure. ANALYTICAL APPROACH Logistic regression and Poisson regression to estimate the associations of PIM exposure with each outcome. RESULTS The most commonly prescribed PIMs were proton pump inhibitors and α-blockers. In unadjusted models, any PIM exposure (compared to none) was associated with hospitalizations, death, and fall events. After adjustment, exposure to 1, 2, or≥3 PIMs had a graded association with a higher hospitalization rate (rate ratios of 1.09 [95% CI, 1.01-1.17], 1.18 [95% CI, 1.07-1.30], and 1.35 [95% CI, 1.19-1.53], respectively) and higher odds of mortality (odds ratios of 1.19 [95% CI, 0.91-1.54], 1.62 [95% CI, 1.21-2.17], and 1.65 [95% CI, 1.14-2.41], respectively). In a cohort subset reporting falls (n=1,109), prescriptions for≥3 PIMs were associated with an increased risk of falls (adjusted OR, 2.85 [95% CI, 1.54-5.26]). PIMs were not associated with CKD progression or KRT. Age did not modify the association between PIM count and outcomes. LIMITATIONS Measurement bias; confounding by indication. CONCLUSIONS Adults of any age with CKD who are prescribed PIMs have an increased risk of hospitalization, mortality, and falls with the greatest risk occurring after more than 1 PIM prescription.
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Affiliation(s)
- Rasheeda K Hall
- Renal Section, Department of Medicine, School of Medicine, Duke University, and Durham Veterans Affairs Healthcare System, Durham, North Carolina.
| | - Jacob B Blumenthal
- Division of Gerontology & Geriatric Medicine School of Medicine, University of Maryland, Baltimore, Maryland; Baltimore Geriatrics Research, Department of Medicine, Education and Clinical Center (GRECC), Baltimore Veterans Affairs and Medical Center, Baltimore, Maryland
| | - Rebecca M Doerfler
- Department of Medicine, School of Medicine, University of Maryland, Baltimore, Maryland
| | - Jing Chen
- Department of Medicine, School of Medicine, Tulane University, New Orleans, Louisiana
| | - Clarissa J Diamantidis
- Renal Section, Department of Medicine, School of Medicine, Duke University, and Durham Veterans Affairs Healthcare System, Durham, North Carolina
| | - Bernard G Jaar
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - John W Kusek
- Center for Clinical Epidemiology and Biostatistics, School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Krishna Kallem
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Mary B Leonard
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California
| | - Sankar D Navaneethan
- Section of Nephrology, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Daohang Sha
- Center for Clinical Epidemiology and Biostatistics, School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - James H Sondheimer
- Department of Medicine, School of Medicine, Wayne State University, Detroit, Michigan
| | - Lee-Ann Wagner
- Department of Medicine, School of Medicine, University of Maryland, Baltimore, Maryland
| | - Wei Yang
- Center for Clinical Epidemiology and Biostatistics, School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Min Zhan
- Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, Maryland
| | - Jeffrey C Fink
- Department of Medicine, School of Medicine, University of Maryland, Baltimore, Maryland
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Ukhanova M, Markwardt S, Furuno JP, Davis L, Noble BN, Quiñones AR. Are there sex differences in potentially inappropriate prescribing in adults with multimorbidity? J Am Geriatr Soc 2021; 69:2163-2175. [PMID: 33959939 DOI: 10.1111/jgs.17194] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 04/02/2021] [Accepted: 04/08/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND/OBJECTIVES Limited knowledge exists regarding sex differences in prescribing potentially inappropriate medications (PIMs) for various multimorbidity patterns. This study sought to determine sex differences in PIM prescribing in older adults with cardiovascular-metabolic patterns. DESIGN Retrospective cohort study. SETTING Health and Retirement Study (HRS) 2004-2014 interview data, linked to HRS-Medicare claims data annualized for 2005-2014. STUDY SAMPLE Six thousand three-hundred and forty-one HRS participants aged 65 and older with two and more chronic conditions. MEASUREMENTS PIM events were calculated using 2015 American Geriatrics Society Beers Criteria. Multimorbidity patterns included: "cardiovascular-metabolic only," "cardiovascular-metabolic plus other physical conditions," "cardiovascular-metabolic plus mental conditions," and "no cardiovascular-metabolic disease" patterns. Logistic regression models were used to determine the association between PIM and sex, including interaction between sex and multimorbidity categories in the model, for PIM overall and for each PIM drug class. RESULTS Women were prescribed PIMs more often than men (39.4% vs 32.8%). Overall, women had increased odds of PIM (Adj. odds ratio [OR] = 1.30, 95% confidence interval [CI]: 1.16-1.46). Women had higher odds of PIM than men with cardiovascular-metabolic plus physical patterns (Adj. OR = 1.25, 95% CI: 1.07-1.45) and cardiovascular-metabolic plus mental patterns (Adj. OR = 1.25, 95% CI: 1.06-1.48), and there were no sex differences in adults with a cardiovascular-metabolic only patterns (Adj. OR = 1.13, 95% CI: 0.79-1.62). Women had greater odds of being prescribed the following PIMs: anticholinergics, antidepressants, antispasmodics, benzodiazepines, skeletal muscle relaxants, and had lower odds of being prescribed pain drugs and sulfonylureas compared with men. CONCLUSION This study evaluated sex differences in PIM prescribing among adults with complex cardiovascular-metabolic multimorbidity patterns. The effect of sex varied across multimorbidity patterns and by different PIM drug classes. This study identified important opportunities for future interventions to improve medication prescribing among older adults at risk for PIM.
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Affiliation(s)
- Maria Ukhanova
- Department of Family Medicine, Oregon Health and Science University, Portland, Oregon, USA
| | - Sheila Markwardt
- School of Public Health, Oregon Health & Science University, Portland, Oregon, USA
| | - Jon P Furuno
- Department of Pharmacy Practice, Oregon State University College of Pharmacy, Portland, Oregon, USA
| | - Laura Davis
- Neighborhood Health Center, Hillsboro, Oregon, USA
| | - Brie N Noble
- Department of Pharmacy Practice, Oregon State University College of Pharmacy, Portland, Oregon, USA
| | - Ana R Quiñones
- Department of Family Medicine, Oregon Health and Science University, Portland, Oregon, USA.,School of Public Health, Oregon Health & Science University, Portland, Oregon, USA
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Augustsson H, Ingvarsson S, Nilsen P, von Thiele Schwarz U, Muli I, Dervish J, Hasson H. Determinants for the use and de-implementation of low-value care in health care: a scoping review. Implement Sci Commun 2021; 2:13. [PMID: 33541443 PMCID: PMC7860215 DOI: 10.1186/s43058-021-00110-3] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Accepted: 01/14/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND A considerable proportion of interventions provided to patients lack evidence of their effectiveness. This implies that patients may receive ineffective, unnecessary or even harmful care. However, despite some empirical studies in the field, there has been no synthesis of determinants impacting the use of low-value care (LVC) and the process of de-implementing LVC. AIM The aim was to identify determinants influencing the use of LVC, as well as determinants for de-implementation of LVC practices in health care. METHODS A scoping review was performed based on the framework by Arksey and O'Malley. We searched four scientific databases, conducted snowball searches of relevant articles and hand searched the journal Implementation Science for peer-reviewed journal articles in English. Articles were included if they were empirical studies reporting on determinants for the use of LVC or de-implementation of LVC. The abstract review and the full-text review were conducted in duplicate and conflicting decisions were discussed until consensus was reached. Data were charted using a piloted data charting form and the determinants were inductively coded and categorised in an iterative process conducted by the project group. RESULTS In total, 101 citations were included in the review. Of these, 92 reported on determinants for the use of LVC and nine on determinants for de-implementation. The studies were conducted in a range of health care settings and investigated a variety of LVC practices with LVC medication prescriptions, imaging and screening procedures being the most common. The identified determinants for the use of LVC as well as for de-implementation of LVC practices broadly concerned: patients, professionals, outer context, inner context, process and evidence and LVC practice. The results were discussed in relation to the Consolidated Framework for Implementation Research. CONCLUSION The identified determinants largely overlap with existing implementation frameworks, although patient expectations and professionals' fear of malpractice appear to be more prominent determinants for the use and de-implementation of LVC. Thus, existing implementation determinant frameworks may require adaptation to be transferable to de-implementation. Strategies to reduce the use of LVC should specifically consider determinants for the use and de-implementation of LVC. REGISTRATION The review has not been registered.
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Affiliation(s)
- Hanna Augustsson
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, SE 171 77 Stockholm, Sweden
- Unit for Implementation and Evaluation, Center for Epidemiology and Community Medicine (CES), Stockholm Region, SE 171 29 Stockholm, Sweden
| | - Sara Ingvarsson
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, SE 171 77 Stockholm, Sweden
| | - Per Nilsen
- Department of Health, Medical and Caring Sciences, Division of Society and Health, Linköping University, Linköping, Sweden
| | - Ulrica von Thiele Schwarz
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, SE 171 77 Stockholm, Sweden
- School of Health, Care and Social Welfare, Mälardalen University, Box 883, 721 23 Västerås, Sweden
| | - Irene Muli
- Unit for Implementation and Evaluation, Center for Epidemiology and Community Medicine (CES), Stockholm Region, SE 171 29 Stockholm, Sweden
| | - Jessica Dervish
- Unit for Implementation and Evaluation, Center for Epidemiology and Community Medicine (CES), Stockholm Region, SE 171 29 Stockholm, Sweden
| | - Henna Hasson
- Procome Research Group, Medical Management Centre, Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, SE 171 77 Stockholm, Sweden
- Unit for Implementation and Evaluation, Center for Epidemiology and Community Medicine (CES), Stockholm Region, SE 171 29 Stockholm, Sweden
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Zhang H, Wong EL, Yeoh EK, Ma BH. Development of an explicit tool assessing potentially inappropriate medication use in Hong Kong elder patients. BMC Geriatr 2021; 21:98. [PMID: 33530943 PMCID: PMC7856727 DOI: 10.1186/s12877-021-02024-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 01/13/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Potentially inappropriate medication (PIM) use has adverse effects on health, particularly in elder patients. Various country-specific explicit criteria have been developed to measure the appropriateness of prescribing worldwide. However, it is difficult to apply the criteria developed from other regions to measure and guide the local prescribing practice in Hong Kong. This study aims to develop a Hong Kong-specific PIM assessing tool from previously published criteria and validate this tool using the modified Delphi method. METHODS A disease-oriented Hong Kong-specific preliminary PIM list was developed based on nine sets of reference criteria selected from a literature review. Any medication or medication class appeared in at least two sets of the reference criteria as well as its related medical conditions were selected as PIM candidates. After examining the availability of PIM candidates by the Hong Kong Hospital Authority drug formulary, the Hong Kong-specific preliminary PIM list was validated by a two-round of modified Delphi process. Eight experts from different specialties were invited to rate the degree of inappropriateness of each PIM candidate using a five-point Likert scale. The experts were also encouraged to propose therapeutic alternatives and new PIM candidates not covered by the preliminary PIM list. The PIM candidates that the expert panel didn't reach consensus on were excluded from the final Hong Kong-specific PIM list. RESULTS After two rounds of the Delphi process, eight PIM candidates remained questionable and thus were excluded from the PIM list. The final Hong Kong-specific PIM list included a total of 164 statements applicable to older adults aged 65 years or above, among which 77 were under PIMs independent of diagnoses, and 87 were under PIMs considering specific medical conditions. CONCLUSIONS The Hong Kong-specific PIM list can be used as a quality measure and an educational tool to improve the local prescribing quality. Further studies should validate its association with adverse health outcomes in clinical and research settings.
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Affiliation(s)
- Huanyu Zhang
- Centre for Health Systems and Policy Research, The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong
| | - Eliza Ly Wong
- Centre for Health Systems and Policy Research, The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong.
| | - Eng-Kiong Yeoh
- Centre for Health Systems and Policy Research, The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong
| | - Bosco Hm Ma
- Department of Medicine and Therapeutics, Prince of Wales Hospital, Shatin, New Territories, Hong Kong
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Kristensen RU, Jensen-Dahm C, Gasse C, Waldemar G. Declining Use of Potentially Inappropriate Medication in People with Dementia from 2000 to 2015: A Repeated Cross-Sectional Nationwide Register-Based Study. J Alzheimers Dis 2021; 79:1459-1470. [PMID: 33459711 PMCID: PMC7990423 DOI: 10.3233/jad-200627] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/30/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND Studies have shown declining use of potentially inappropriate medication (PIM), medication where risks associated with use outweigh potential benefits in older people. However, the trend in people with dementia remains unknown. OBJECTIVE To test the hypothesis that the use of PIM has decreased in people with dementia in line with the declining use in the general older population. METHODS Repeated cross-sectional register-based study of the entire Danish population aged ≥65 years (2000: N = 802,106; 2015: N = 1,056,476). PIM was identified using the Danish "Red-yellow-green list". Changes in the use of PIM were examined by calculating the annual prevalence of filling prescriptions for at least one PIM in older people with and without dementia. Characteristics of the study population were examined annually including comorbidity. RESULTS From 2000 to 2015, the prevalence of PIM use decreased from 54.7%to 43.5%in people with dementia and from 39.5%to 28.8%in people without dementia; the decrease was significant across all age groups and remained so in a sensitivity analysis where antipsychotics were removed. During the same period, comorbidity scores increased in people with and without dementia. CONCLUSION The declining use of PIM in people with dementia from 2000 to 2015 parallels the trend in the general older population. The use of PIM decreased despite increasing levels of comorbidity and was not solely attributable to the decreasing use of antipsychotics in people with dementia. However, PIM use remained more widespread in people with dementia who may be more vulnerable to the risks associated with PIM.
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Affiliation(s)
- Rachel Underlien Kristensen
- Danish Dementia Research Centre (DDRC), Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen Ø, Denmark
| | - Christina Jensen-Dahm
- Danish Dementia Research Centre (DDRC), Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen Ø, Denmark
| | - Christiane Gasse
- Department of Affective Disorders, Aarhus University Hospital, Psychiatry, Aarhus N, Denmark
- Psychosis Research Unit, Aarhus University Hospital, Psychiatry, Aarhus N, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus C, Denmark
| | - Gunhild Waldemar
- Danish Dementia Research Centre (DDRC), Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen Ø, Denmark
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Abraham DS, Pham Nguyen TP, Hennessy S, Gray SL, Xie D, Weintraub D, Willis AW. Annual Prevalence of Use of Potentially Inappropriate Medications for Treatment of Affective Disorders in Parkinson's Disease. Am J Geriatr Psychiatry 2021; 29:35-47. [PMID: 32553997 PMCID: PMC7671949 DOI: 10.1016/j.jagp.2020.05.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 05/06/2020] [Accepted: 05/13/2020] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To examine the national prevalence of pharmacological treatment of affective disorders in older adults with Parkinson's disease (PD), and determine the prevalence and risk factors for receipt of an American Geriatrics Society Beers Criteria® defined potentially inappropriate medication (PIM) for affective disorder treatment. DESIGN Cross-sectional analysis of 2014 Medicare data. SETTING Research Identifiable File data from the Centers for Medicare and Medicaid Services. PARTICIPANTS Individuals ≥65 years of age with PD whose inpatient, outpatient, and prescription care is administered through the U.S. Medicare Program. MEASUREMENTS The 2014 prevalence of affective (i.e., depressive and anxiety) disorders was calculated. We assessed prescription fills for affective disorder treatment and classified prescriptions according to PIM status. Patient and clinician factors associated with PIM prescriptions were determined. RESULTS Of 84,323 beneficiaries with PD, 15.1% had prevalent depression only, 7.5% had anxiety only, and 8.5% had comorbid depression and anxiety. Among those with depression only, 80.7% were treated in 2014 (12.8% of treated received at least one PIM). The annual treatment prevalence was 62.9% (75.9% PIM) and 93.1% (63.9% PIM) in the anxiety only and comorbid group, respectively. In most groups, PIM use was less likely among men and those with dementia; geriatricians were less likely to prescribe PIMs. CONCLUSION Treatment of affective disorders in persons diagnosed with PD is high. PIM use is also common, particularly in persons with anxiety. Future research will quantify the potential effects of these PIMs on clinical and patient outcomes.
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Affiliation(s)
- Danielle S Abraham
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, DW, AWW), Philadelphia, PA; Department of Neurology Translational Center for Excellence for Neuroepidemiology and Neurological Outcomes Research, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, AWW), Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA; Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA.
| | - Thanh Phuong Pham Nguyen
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, DW, AWW), Philadelphia, PA; Department of Neurology Translational Center for Excellence for Neuroepidemiology and Neurological Outcomes Research, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, AWW), Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA; Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA
| | - Sean Hennessy
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA; Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA
| | - Shelly L Gray
- Department of Pharmacy, University of Washington School of Pharmacy, (SLG), Seattle, WA
| | - Dawei Xie
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA; Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA
| | - Daniel Weintraub
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, DW, AWW), Philadelphia, PA; Parkinson's Disease Research, Education and Clinical Center, Corporal Michael J. Crescenz VA Medical Center, (DW), Philadelphia, PA; Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, (DW), Philadelphia, PA
| | - Allison W Willis
- Department of Neurology, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, DW, AWW), Philadelphia, PA; Department of Neurology Translational Center for Excellence for Neuroepidemiology and Neurological Outcomes Research, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, AWW), Philadelphia, PA; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA; Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, (DSA, TPPN, SH, DX, AWW), Philadelphia, PA
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Ali T, Boateng GO, Medeiros AP, Raj M. 11. Caregiving. HEALTHY AGING THROUGH THE SOCIAL DETERMINANTS OF HEALTH 2021. [DOI: 10.2105/9780875533162ch11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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Oktora MP, Alfian SD, Bos HJ, Schuiling-Veninga CCM, Taxis K, Hak E, Denig P. Trends in polypharmacy and potentially inappropriate medication (PIM) in older and middle-aged people treated for diabetes. Br J Clin Pharmacol 2020; 87:2807-2817. [PMID: 33269485 PMCID: PMC8359203 DOI: 10.1111/bcp.14685] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 11/05/2020] [Accepted: 11/21/2020] [Indexed: 01/04/2023] Open
Abstract
Aims Polypharmacy is common in people with diabetes and is associated with the use of potentially inappropriate medication (PIM). This study aimed to assess trends in the prevalence of polypharmacy and PIM in older and middle‐aged people with diabetes. Methods A repeated cross‐sectional study using the University Groningen IADB.nl prescription database was conducted. All people aged 45 years and over who were treated for diabetes registered in the period 2012–2016 were included. Polypharmacy was assessed for three age groups. PIMs were assessed using Beers criteria for people ≥65 years old, and PRescribing Optimally in Middle‐aged People's Treatments (PROMPT) criteria for 45–64 years old. Chi‐square tests and regression analysis were applied. Results The prevalence of polypharmacy increased significantly in all age groups in the study period. In 2016, the prevalence of polypharmacy was 36.9% in patients aged 45–54 years, 50.3% in those aged 55–64 years, and 66.2% in those aged ≥65 years. The prevalence of older people with at least one PIM decreased by 3.1%, while in the middle‐aged group this prevalence increased by 0.9% from 2012 to 2016. The most common PIMs in both age groups were the use of long‐term high‐dose proton pump inhibitors, benzodiazepines and strong opioids without laxatives. Of those, only benzodiazepines showed a decreasing trend. Conclusions Polypharmacy increased in older and middle‐aged people with diabetes. While the prevalence of PIM decreased over time in older age, this trend was not observed in middle‐aged people with diabetes. Efforts are needed to decrease the use of PIMs in populations already burdened with many drugs, notably at middle age.
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Affiliation(s)
- Monika Pury Oktora
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen (UMCG), Groningen, The Netherlands
| | - Sofa Dewi Alfian
- Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology and -Economics, University of Groningen, Groningen, The Netherlands.,Faculty of Pharmacy, Department of Pharmacology and Clinical Pharmacy, Universitas Padjadjaran, Jatinangor, Indonesia
| | - H Jens Bos
- Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology and -Economics, University of Groningen, Groningen, The Netherlands
| | | | - Katja Taxis
- Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology and -Economics, University of Groningen, Groningen, The Netherlands
| | - Eelko Hak
- Groningen Research Institute of Pharmacy, Unit of PharmacoTherapy, -Epidemiology and -Economics, University of Groningen, Groningen, The Netherlands
| | - Petra Denig
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Center Groningen (UMCG), Groningen, The Netherlands
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Alshehri S, Alshibani M, Magboul G, Albandar A, Nasser R, Yaqoub RM, Alzuhayri J, Aljabri A. Adherence to Beers Criteria in Geriatrics: A Retrospective Study in a Saudi Teaching Hospital. Geriatrics (Basel) 2020; 5:geriatrics5040097. [PMID: 33233330 PMCID: PMC7709682 DOI: 10.3390/geriatrics5040097] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 11/17/2020] [Accepted: 11/18/2020] [Indexed: 11/16/2022] Open
Abstract
Background: The aging process makes geriatric populations more prone to various chronic diseases. Such diseases require older patients to be on more medications than any other age group and make them more susceptible to adverse drug events related to potentially inappropriate medications (PIMs). Aim: To identify the prevalence of potentially inappropriate medications among older people and explore the most commonly prescribed PIMs in hospitalized patients. Design and Setting: A retrospective study conducted in a large tertiary hospital among patients hospitalized in a 4 year period from January 2015 to December 2018. Methods: The 2019 Beers Criteria were used to assess PIMs in all inpatient prescribed medications focusing on the first class (i.e., drug/drug class to be avoided in older adults). Results: The mean age was 75.17 ± 7.66 years. A total of 684 (80.6%) patients were prescribed at least one medication listed in the first-class category of the 2019 Beers Criteria. Top five drugs were proton pump inhibitors (40.3%), nonsteroidal anti-inflammatory drugs (10.2%), metoclopramide (9.3%), benzodiazepines (8.4%), and insulin (5.4%). Conclusions: The prevalence of PIMs is high among older patients admitted to the hospital. More efforts are needed to investigate the potential reasons and develop action plans to improve concordance to Beers Criteria among healthcare providers.
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Affiliation(s)
- Samah Alshehri
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz Univeristy, Jeddah 21589, Saudi Arabia; (M.A.); (A.A.)
- Faculty of Pharmacy, University of Arizona, Tucson, AZ 85721, USA
- Correspondence: ; Tel.: +96-65-6436-2332
| | - Mohannad Alshibani
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz Univeristy, Jeddah 21589, Saudi Arabia; (M.A.); (A.A.)
- Faculty of Pharmacy, University of Arizona, Tucson, AZ 85721, USA
| | - Ghaydaa Magboul
- Faculty of Medicine, King Abdulaziz Univeristy, Jeddah 21589, Saudi Arabia; (G.M.); (A.A.); (R.N.); (R.M.Y.)
| | - Albandari Albandar
- Faculty of Medicine, King Abdulaziz Univeristy, Jeddah 21589, Saudi Arabia; (G.M.); (A.A.); (R.N.); (R.M.Y.)
| | - Roaa Nasser
- Faculty of Medicine, King Abdulaziz Univeristy, Jeddah 21589, Saudi Arabia; (G.M.); (A.A.); (R.N.); (R.M.Y.)
| | - Roaya M. Yaqoub
- Faculty of Medicine, King Abdulaziz Univeristy, Jeddah 21589, Saudi Arabia; (G.M.); (A.A.); (R.N.); (R.M.Y.)
| | - Jumana Alzuhayri
- Faculty of Science, King Abdulaziz Univeristy, Jeddah 21589, Saudi Arabia;
| | - Ahmed Aljabri
- Department of Pharmacy Practice, Faculty of Pharmacy, King Abdulaziz Univeristy, Jeddah 21589, Saudi Arabia; (M.A.); (A.A.)
- Department of Pharmacy Practice, Faculty of Pharmacy, University of Tabuk, Tabuk 71491, Saudi Arabia
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Achterhof AB, Rozsnyai Z, Reeve E, Jungo KT, Floriani C, Poortvliet RKE, Rodondi N, Gussekloo J, Streit S. Potentially inappropriate medication and attitudes of older adults towards deprescribing. PLoS One 2020; 15:e0240463. [PMID: 33104695 PMCID: PMC7588126 DOI: 10.1371/journal.pone.0240463] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 09/26/2020] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION Multimorbidity and polypharmacy are current challenges when caring for the older population. Both have led to an increase of potentially inappropriate medication (PIM), illustrating the need to assess patients' attitudes towards deprescribing. We aimed to assess the prevalence of PIM use and whether this was associated with patient factors and willingness to deprescribe. METHOD We analysed data from the LESS Study, a cross-sectional study on self-reported medication and on barriers and enablers towards the willingness to deprescribe (rPATD questionnaire). The survey was conducted among multimorbid (≥3 chronic conditions) participants ≥70 years with polypharmacy (≥5 long-term medications). A subset of the Beers 2019 criteria was applied for the assessment of medication appropriateness. RESULTS Data from 300 patients were analysed. The mean age was 79.1 years (SD 5.7). 53% had at least one PIM (men: 47.8%%, women: 60.4%%; p = 0.007). A higher number of medications was associated with PIM use (p = 0.002). We found high willingness to deprescribe in both participants with and without PIM. Willingness to deprescribe was not associated with PIM use (p = 0.25), nor number of PIMs (p = 0.81). CONCLUSION The willingness of older adults with polypharmacy towards deprescribing was not associated with PIM use in this study. These results suggest that patients may not be aware if they are taking PIMs. This implies the need for raising patients' awareness about PIMs through education, especially in females, in order to implement deprescribing in daily practice.
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Affiliation(s)
- Alexandra B. Achterhof
- Institute of Primary Health Care Bern (BIHAM), University of Bern, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Bern, Switzerland
| | - Zsofia Rozsnyai
- Institute of Primary Health Care Bern (BIHAM), University of Bern, Bern, Switzerland
| | - Emily Reeve
- Quality Use of Medicines and Pharmacy Research Centre, UniSA: Clinical and Health Sciences, University of South Australia, Adelaide, SA, Australia
- Geriatric Medicine Research, Dalhousie University and Nova Scotia Health Authority, Halifax, NS, Canada
- College of Pharmacy, Dalhousie University, Halifax, NS, Canada
| | - Katharina Tabea Jungo
- Institute of Primary Health Care Bern (BIHAM), University of Bern, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Bern, Switzerland
| | - Carmen Floriani
- Institute of Primary Health Care Bern (BIHAM), University of Bern, Bern, Switzerland
| | | | - Nicolas Rodondi
- Institute of Primary Health Care Bern (BIHAM), University of Bern, Bern, Switzerland
- Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Jacobijn Gussekloo
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
- Department of Internal Medicine, section Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Sven Streit
- Institute of Primary Health Care Bern (BIHAM), University of Bern, Bern, Switzerland
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Jang S, Jeong S, Kang E, Jang S. Impact of a nationwide prospective drug utilization review program to improve prescribing safety of potentially inappropriate medications in older adults: An interrupted time series with segmented regression analysis. Pharmacoepidemiol Drug Saf 2020; 30:17-27. [PMID: 32964569 DOI: 10.1002/pds.5140] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 09/10/2020] [Accepted: 09/17/2020] [Indexed: 02/01/2023]
Abstract
PURPOSE A nationwide prospective drug utilization review (DUR) for potentially inappropriate medications (PIMs) in older adults was implemented in October 2015 in South Korea. We aimed to evaluate the effects of the DUR on reducing PIMs, in comparison with the PIMs defined using the Beers criteria that were not included in the DUR. METHODS We divided the study period into a pre- and post-DUR period. The monthly percentage of patients or prescriptions with at least one PIM in the DUR or defined by the Beers criteria was calculated using national health insurance data. We evaluated the effect of the DUR on the prevalence of PIM use in older adults using an interrupted time series with segmented regression analysis. RESULTS The prevalence of older adults prescribed PIMs in the DUR decreased by 0.49% (95% confidence interval (CI) [-0.60, -0.37]) based on patient-based measures and, by 0.41% (95% CI [-0.58, -0.23]) based on prescription-based measure, immediately after DUR implementation. However, there were no statistically significant changes in trend. Further, the prevalence of PIMs based on the Beers criteria had no statistically significant changes in terms of either level or trend. After 12 months of DUR, there was a reduction of 11.5% (95% CI [2.6 20.4]) relative to the PIMs in Beers. CONCLUSIONS The implementation of a nationwide prospective DUR lowered the prescription of PIMs for older adults. On the other hand, PIMs that were not included were unchanged. Thus, it is worth considering expanding the DUR list to improve prescribing safety.
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Affiliation(s)
- Suhyun Jang
- College of Pharmacy and Gachon Institute of Pharmaceutical Sciences, Gachon University, Incheon, South Korea
| | - Sohyun Jeong
- Marcus Institute for Aging Research, Hebrew Senior Life and Harvard Medical School, Boston, Massachusetts, USA.,Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA
| | - Eunjeong Kang
- Department of Health Administration and Management, Soonchunhyang University, Asan, Choongnam, South Korea
| | - Sunmee Jang
- College of Pharmacy and Gachon Institute of Pharmaceutical Sciences, Gachon University, Incheon, South Korea
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Lockery JE, Ernst ME, Broder JC, Orchard SG, Murray A, Nelson MR, Stocks NP, Wolfe R, Reid CM, Liew D, Woods RL. Prescription Medication Use in Older Adults Without Major Cardiovascular Disease Enrolled in the Aspirin in Reducing Events in the Elderly (ASPREE) Clinical Trial. Pharmacotherapy 2020; 40:1042-1053. [PMID: 33078479 PMCID: PMC7957955 DOI: 10.1002/phar.2461] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Efforts to minimize medication risks among older adults include avoidance of potentially inappropriate medications. Contemporary analysis of medication use in community-dwelling older people compared with the general population is lacking. PARTICIPANTS A total of 19,114 community-dwelling adults in Australia and the United States aged 70 years or older (65 years or older for U.S. minorities) without histories of major cardiovascular disease, cognitive impairment, or disability participated in a randomized, placebo-controlled trial of aspirin: ASPirin in Reducing Events in the Elderly study. Measurements Prescribed baseline medications obtained by self-report and medical record review were grouped by World Health Organization Anatomic and Therapeutic Chemical category. Potentially inappropriate medications were defined using a modified American Geriatrics Society Beers Criteria. Polypharmacy was defined as 5 or more medications, and hyperpolypharmacy defined as 10 or more medications. Cross-sectional descriptive statistics and adjusted odds ratios were computed. RESULTS The median number of prescription medications per participant was three, regardless of age. Women had a higher medication prevalence. Cardiovascular drugs (primarily antihypertensives) were the most commonly reported (64%). Overall, 39% of the cohort reported taking at least one potentially inappropriate medication, with proton-pump inhibitors being the most commonly reported (21.2% of cohort). Of the cohort, 27% had polypharmacy, and 2% hyperpolypharmacy. Age 75 years or older, less than 12 years of education, hypertension, diabetes mellitus, chronic kidney disease, frailty, gastrointestinal complaint, and depressive symptoms were associated with an increased likelihood of potentially inappropriate medications and polypharmacy. For almost all medication classes, prevalence was equivalent or lower than the general older population. CONCLUSION Overall medication burden and polypharmacy are low in older adults free of major cardiovascular disease, disability, and cognitive impairment. The prevalence of potentially inappropriate medications is higher than previously reported and similar to more vulnerable populations as a result of the introduction of proton-pump inhibitors to the American Geriatrics Society Beers Criteria. Longitudinal follow-up is required to further understand the balance of benefits and risks for potentially inappropriate medications and polypharmacy in community-dwelling older people.
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Affiliation(s)
- Jessica E. Lockery
- Department of Epidemiology & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Michael E. Ernst
- Department of Pharmacy Practice and Science, College of Pharmacy and Department of Family Medicine, Carver College of Medicine, The University of Iowa, Iowa City, Iowa
| | - Jonathan C. Broder
- Department of Epidemiology & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Suzanne G. Orchard
- Department of Epidemiology & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Anne Murray
- Hennepin Healthcare Research Institute, Hennepin Healthcare, Minneapolis, Minnesota
- Division of Geriatrics, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Mark R. Nelson
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Nigel P. Stocks
- Discipline of General Practice, University of Adelaide, Adelaide, South Australia, Australia
| | - Rory Wolfe
- Department of Epidemiology & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Christopher M. Reid
- Department of Epidemiology & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- School of Public Health, Curtin University, Perth, Western Australia, Australia
| | - Danny Liew
- Department of Epidemiology & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Robyn L. Woods
- Department of Epidemiology & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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Bajracharya R, Qato DM. Patterns of Psychoactive Medication Use in Community-Dwelling Older Adults in the US in 2016: A Descriptive Cross-Sectional Study. J Aging Health 2020; 33:86-100. [PMID: 32960115 DOI: 10.1177/0898264320959293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objectives: We aim to quantify any use and long-term use patterns of psychoactive medications and explore differences in use by sociodemographic factors in older adults (60-85 years) using the 2016 Medical Expenditure Panel Survey. Methods: Prevalence estimates of any use and long-term use were calculated. Chi-square and crude odds ratios were calculated to estimate differences in any use and long-term use of psychoactive medication by sociodemographic characteristics of respondents. Results: Thirty percent of older adults in the US reported any use of psychoactive medications. Long-term use was significantly higher in women (28.3% [95% confidence interval: 26.5, 30.2]), white (27.8 [26.1, 29.7]), presently unmarried (27.5 [25.4, 29.7]), and low-income (30.3 [27.7, 32.9]) subgroups than in men (20.5 [18.4, 22.5]), Black (14.7 [12.3, 17.1]), presently married (22.8 [20.7, 24.9]), and high-income (21.1 [19.1, 23.1]) subgroups, respectively. Discussion: Despite continued risks associated with use, long-term use of psychoactive medications is prevalent in the older adult population in the US. Given the increased complexity of pharmacotherapy regimens in this population, enhanced efforts at improving use of psychoactive medications should be intensified.
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Affiliation(s)
- Rashmita Bajracharya
- Division of Gerontology, School of Medicine, 12265University of Maryland Baltimore, Baltimore, MD, USA
| | - Danya M Qato
- Division of Gerontology, School of Medicine, 12265University of Maryland Baltimore, Baltimore, MD, USA.,School of Pharmacy, 12265University of Maryland Baltimore, Baltimore, MD, USA
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Abraham DS, Pham Nguyen TP, Hennessy S, Weintraub D, Gray SL, Xie D, Willis AW. Frequency of and risk factors for potentially inappropriate medication use in Parkinson's disease. Age Ageing 2020; 49:786-792. [PMID: 32255485 DOI: 10.1093/ageing/afaa033] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 12/16/2019] [Accepted: 01/01/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND impairments in neurotransmitter pathways put Parkinson's disease (PD) patients at risk for drug-disease interactions and adverse medication events. OBJECTIVE to determine the prevalence and risk factors for potentially inappropriate medication (PIM) prescriptions, as defined by the 2015 Beers List, in PD. METHODS cross-sectional analysis was conducted on 2014 Medicare beneficiaries with PD who had parts A, B and D coverage. The prevalence of PIM prescriptions for older adults was determined overall, and specifically for medications that can exacerbate motor symptoms or cognitive impairment in PD. Logistic regression models were constructed to determine the association between age, sex, race, geography and poverty with PIM prescriptions. RESULTS the final sample included 458,086 beneficiaries. In 2014, 35.8% of beneficiaries with PD filled a prescription for at least one PIM for older adults. In total, 8.7% of beneficiaries received a PIM that could exacerbate motor symptoms and 29.0% received a PIM that could worsen cognitive impairment. After adjustment, in all models, beneficiaries who were younger, female, white, urban-dwelling and eligible for Medicaid benefits were more likely to receive a PIM. CONCLUSION PIM prescriptions are not uncommon in PD, particularly for medications that can exacerbate cognitive impairment. Future research will examine underlying drivers of sex and other disparities in PIM prescribing. Additional studies are needed to understand the impact of PIMs on disease symptoms, healthcare utilisation and patient outcomes.
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Affiliation(s)
- Danielle S Abraham
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Department of Neurology Translational Center for Excellence for Neuroepidemiology and Neurological Outcomes Research, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Thanh Phuong Pham Nguyen
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Department of Neurology Translational Center for Excellence for Neuroepidemiology and Neurological Outcomes Research, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Sean Hennessy
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Daniel Weintraub
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Parkinson’s Disease Research, Education and Clinical Center, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Department of Psychiatry, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Shelly L Gray
- Department of Pharmacy, University of Washington School of Pharmacy, Seattle, WA, USA
| | - Dawei Xie
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
| | - Allison W Willis
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Department of Neurology Translational Center for Excellence for Neuroepidemiology and Neurological Outcomes Research, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
- Department of Biostatics, Epidemiology, and Informatics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA
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Number of Regularly Prescribed Drugs and Intrapatient Tacrolimus Trough Levels Variability in Stable Kidney Transplant Recipients. J Clin Med 2020; 9:jcm9061926. [PMID: 32575525 PMCID: PMC7356830 DOI: 10.3390/jcm9061926] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 06/17/2020] [Accepted: 06/17/2020] [Indexed: 01/03/2023] Open
Abstract
High intra-patient variability (IPV) of tacrolimus levels is associated with poor long-term outcome after transplantation. We aimed to evaluate whether the number of regularly prescribed medications is associated with the tacrolimus IPV. We have studied 152 kidney transplant recipients (KTRs) with mean post-transplant time of 6.0 ± 3.1 years. The coefficient of variation (CV) as a measure of IPV was calculated in each individual patient. Data concerning the type and number of currently prescribed medications were collected. The participants were divided into four groups, based on the number of regularly prescribed drugs (≤3, 4-6, 7-9, ≥10 drugs, respectively). There was an increasing trend for median CV, proportional to the increasing number of medications [group 1: 0.11 (interquartile range, 0.08-0.14), group 2: 0.14 (0.01-0.17), group 3: 0.17 (0.14-0.23), group 4: 0.17 (0.15-0.30); p value for trend = 0.001]. Stepwise backward multivariate regression analysis revealed that the number of medications [partial correlation coefficient (rpartial) = 0.503, p < 0.001] independently influenced the tacrolimus IPV. Concomitant steroid or diuretics use increased IPV only in Advagraf-treated KTRs, whereas proton-pump inhibitor or statin use increased IPV in the Prograf group but not in the Advagraf group. A large number of concomitant medications significantly increases the tacrolimus IPV in stable KTRs.
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Temporal Trends in the Use of Anticholinergic Drugs Among Older People Living in Long-Term Care Facilities in Helsinki. Drugs Aging 2020; 37:27-34. [PMID: 31705445 PMCID: PMC6965041 DOI: 10.1007/s40266-019-00720-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Background The use of drugs with anticholinergic properties (DAPs) is common among older adults despite their known adverse effects, such as cognitive decline. Professionals should pay attention to DAPs, since evidence on their adverse effects has been accumulating during the last decade. However, to our knowledge previous studies exploring temporal trends in the use of DAPs are scarce. Objective The aim of this study was to assess temporal trends in the use of DAPs from 2003 to 2017 in long-term care facilities in Helsinki. Methods Four cross-sectional studies were conducted in 2003, 2007, 2011, and 2017. Participants included older people (≥ 65 years) living in nursing homes (NHs) in 2003 (n = 1979), 2011 (n = 1568), and 2017 (n = 750), and in assisted living facilities (ALFs) in 2007 (n = 1336), 2011 (n = 1556), and 2017 (n = 1673) in Helsinki, Finland. Data on demographics, medication use, and diagnoses were collected by structured questionnaires. The assessments were conducted as a point prevalence over 1 day. The use of DAPs and the total anticholinergic burden were defined by the Anticholinergic Risk Scale (ARS). Results In ALFs, there has been an increasing trend in the use of DAPs over a 10-year period (41.2% in 2007 and 53.7% in 2017). In NHs, by contrast, the use of DAPs remained quite stable (52.3% in 2003 and 52.4% in 2017). The burden of DAPs measured by ARS score decreased in NHs and remained stable in ALFs. Marked changes occurred in the DAPs used; antidepressants, especially mirtazapine, increased in both settings, whereas the use of hydroxyzine and urinary antispasmodics nearly disappeared. The proportion of users of DAP antipsychotics increased in ALFs. Participants with dementia had a lower anticholinergic burden than those without dementia, in both settings. Conclusions Despite increased knowledge of the harms of DAPs, they remain widely used. Physicians seem to be aware of the harms of DAPs among people with dementia, and some other favorable trends in prescribing were also observed. Clinicians should especially consider the indications behind the use of DAP antidepressants and antipsychotics, and carefully weigh their potential benefits and harms.
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Turner JP, Martin P, Zhang YZ, Tannenbaum C. Patients beliefs and attitudes towards deprescribing: Can deprescribing success be predicted? Res Social Adm Pharm 2020; 16:599-604. [DOI: 10.1016/j.sapharm.2019.07.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 07/05/2019] [Accepted: 07/09/2019] [Indexed: 01/06/2023]
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Roux B, Sirois C, Simard M, Gagnon ME, Laroche ML. One-year persistence of potentially inappropriate medication use in older adults: A population-based study. Br J Clin Pharmacol 2020; 86:1062-1080. [PMID: 31916266 DOI: 10.1111/bcp.14214] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 11/25/2019] [Accepted: 12/09/2019] [Indexed: 12/30/2022] Open
Abstract
AIMS To assess the 1-year persistence of potentially inappropriate medication (PIM) use and identify associated factors in community-dwelling older adults in Quebec, Canada. METHODS A population-based cohort study was conducted using the Quebec Integrated Chronic Disease Surveillance System. Individuals insured by the public drug plan and aged ≥66 years who initiated a PIM between 1 April 2014 and 31 March 2015 were followed-up for 1 year. PIMs were identified using the 2015 Beers criteria. One-year persistence of PIM use was defined as continuous treatment with any PIM, without interruption for more than 60 days between prescriptions refills. Poisson regression models were performed to identify factors associated with 1-year persistence of any PIM. RESULTS In total, 25.1% of PIM initiators were persistent at 1 year. In non-persistent individuals, the median time to PIM discontinuation was 31 days (interquartile range 21-92). Individuals were more persistent at 1 year with antipsychotics (43.9%), long-duration sulphonylureas (40.2%), antiarrhythmics/immediate-release nifedipine (36.5%) and proton pump inhibitors (36.0%). Factors significantly associated with persistence were an increased age, being a man and having a high number of medications and chronic diseases, especially dementia, diabetes and cardiovascular diseases. CONCLUSIONS One-quarter of community-dwelling older adults are continuously exposed to PIMs. To optimize medication prescribing in the older population, further interventions are needed to limit the use of PIMs most likely to be continued, especially in individuals most at risk of being persistent and also particularly vulnerable to adverse events.
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Affiliation(s)
- Barbara Roux
- Centre of Pharmacovigilance and Pharmacoepidemiology, Department of Pharmacology-Toxicology and Centre of Pharmacovigilance, University Hospital of Limoges, Limoges, France.,INSERM UMR 1248, Faculty of Medicine, University of Limoges, Limoges, France.,Quebec National Institute of Public Health, Quebec, Canada
| | - Caroline Sirois
- Quebec National Institute of Public Health, Quebec, Canada.,Department of Social and Preventive Medicine, Faculty of Medicine, Laval University, Quebec, Canada.,Centre of Excellence on Aging of Quebec, Integrated University Health and Social Services Centres of the Capitale-Nationale, Québec, Canada
| | - Marc Simard
- Quebec National Institute of Public Health, Quebec, Canada
| | - Marie-Eve Gagnon
- Quebec National Institute of Public Health, Quebec, Canada.,Department of Social and Preventive Medicine, Faculty of Medicine, Laval University, Quebec, Canada
| | - Marie-Laure Laroche
- Centre of Pharmacovigilance and Pharmacoepidemiology, Department of Pharmacology-Toxicology and Centre of Pharmacovigilance, University Hospital of Limoges, Limoges, France.,INSERM UMR 1248, Faculty of Medicine, University of Limoges, Limoges, France
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Park KH, Yang YM, Yoo JC, Choi EJ. Comparative Analysis Of Anticholinergics Prescribed To Elderly Patients At A Korean Long-Term Care Facility According To Beers Criteria 2003, 2012, And 2015 And Anticholinergic-Burden Rating Scales: A Cross-Sectional Retrospective Study. Clin Interv Aging 2019; 14:1963-1974. [PMID: 31806952 PMCID: PMC6850676 DOI: 10.2147/cia.s224434] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 09/19/2019] [Indexed: 12/26/2022] Open
Abstract
Background The Beers Criteria is used as a reference to identify potentially inappropriate medications (PIMs) prescribed to older people, and anticholinergic risk measurement scales (ARMSs) have been continuously made for measuring the anticholinergic burden. This study aimed to evaluate the concordance between any anticholinergics among PIMs identified by the Beers Criteria and those assessed by 9 different ARMSs. Methods This study was retrospectively conducted with Korean older patients hospitalized in the long-term care facility between March 2014 and August 2015. The data were collected through the chart review of electronic medical records of the patients. The Beers Criteria 2003, 2012, and 2015 were used to detect PIMs, and the following ARMSs were also employed to assess their potential anticholinergic effects: Anticholinergic Cognitive Burden Scale (2008), Anticholinergic Risk Scale (2008), Chew’s Scale (2008), Anticholinergic Drug Scale (ADS; 2006), Anticholinergic Activity Scale (AAS; 2010), Anticholinergic Load Scale (2011), Clinician-Rated Anticholinergic Scale (2008), Duran’s Scale (2013), and Anticholinergic Burden Classification (2006). Results The eligible patients who met inclusion and exclusion criteria were 216 during the study period. Most patients were females (70.4%), and the mean age was 81.0 ± 6.7 years. Approximately 70%, 86%, and 87% of the patients included were identified as using at least one PIM according to the Beers Criteria 2003, 2012, and 2015, respectively. Compared with the Beers Criteria 2003, the versions of 2012 and 2015 showed more improved concordance associated with the ARMSs. When the Beers Criteria 2015 was compared with the ARMSs, the lowest concordance was found for AAS (κ = 0.153; 95% CI, 0.079–0.227), whereas the highest concordance was observed for ADS (κ = 0.530; 95% CI, 0.406–0.654). Conclusion The heterogeneity between the Beers Criteria and the ARMSs was observed. Compared with the Beers Criteria 2003, the versions of 2012 and 2015 showed more enhanced concordance associated with the ARMSs.
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Affiliation(s)
- Ki Hyun Park
- Department of Pharmacy, College of Pharmacy, Chosun University, Gwangju, South Korea
| | - Young-Mo Yang
- Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, South Korea
| | - Jin Cheol Yoo
- Department of Pharmacy, College of Pharmacy, Chosun University, Gwangju, South Korea
| | - Eun Joo Choi
- Department of Pharmacy, College of Pharmacy, Chosun University, Gwangju, South Korea
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Nothelle SK, Sharma R, Oakes A, Jackson M, Segal JB. Factors associated with potentially inappropriate medication use in community-dwelling older adults in the United States: a systematic review. INTERNATIONAL JOURNAL OF PHARMACY PRACTICE 2019; 27:408-423. [PMID: 30964225 PMCID: PMC7938818 DOI: 10.1111/ijpp.12541] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 03/12/2019] [Indexed: 01/31/2023]
Abstract
OBJECTIVES Potentially inappropriate medication (PIM) use in older adults is a prevalent problem associated with poor health outcomes. Understanding drivers of PIM use is essential for targeting interventions. This study systematically reviews the literature about the patient, clinician and environmental/system factors associated with PIM use in community-dwelling older adults in the United States. METHODS PRISMA guidelines were followed when completing this review. PubMed and EMBASE were queried from January 2006 to September 2017. Our search was limited to English-language studies conducted in the United States that assessed factors associated with PIM use in adults ≥65 years who were community-dwelling. Two independent reviewers screened titles and abstracts. Reviewers abstracted data sequentially and assessed risk of bias independently. KEY FINDINGS Twenty-two studies were included. Nineteen examined patient factors associated with PIM use. The most common statistically significant factors associated with PIM use were taking more medications, female sex, and higher outpatient and emergency department utilization. Only three studies examined clinician factors, and few were statistically significant. Fifteen studies examined system-level factors such as geographic region and health insurance. The most common statistically significant association was the south and west geographic region relative to the northeast United States. CONCLUSIONS Amongst older adults, women and persons on more medications are at higher risk of PIM use. There is evidence that increased healthcare use is also associated with PIM use. Future studies are needed exploring clinician factors, such as specialty, and their association with PIM prescribing.
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Affiliation(s)
- Stephanie K Nothelle
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ritu Sharma
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Allison Oakes
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Madeline Jackson
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jodi B Segal
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Center for Health Services and Outcomes Research, Johns Hopkins University, Baltimore, MD, USA
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Mecca MC, Thomas JM, Niehoff KM, Hyson A, Jeffery SM, Sellinger J, Mecca AP, Van Ness PH, Fried TR, Brienza R. Assessing an Interprofessional Polypharmacy and Deprescribing Educational Intervention for Primary Care Post-graduate Trainees: a Quantitative and Qualitative Evaluation. J Gen Intern Med 2019; 34:1220-1227. [PMID: 30972554 PMCID: PMC6614292 DOI: 10.1007/s11606-019-04932-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Revised: 11/30/2018] [Accepted: 02/26/2019] [Indexed: 10/27/2022]
Abstract
BACKGROUND Polypharmacy and potentially inappropriate medications (PIMs) are increasingly common and associated with adverse health effects. However, post-graduate education in polypharmacy and complex medication management for older adults remain limited. OBJECTIVE The Initiative to Minimize Pharmaceutical Risk in Older Veterans (IMPROVE) polypharmacy clinic was created to provide a platform for teaching internal medicine (IM) and nurse practitioner (NP) residents about outpatient medication management and deprescribing for older adults. We aimed to assess residents' knowledge of polypharmacy and perceptions of this interprofessional education intervention. DESIGN A prospective cohort study with an internal comparison group. PARTICIPANTS IM residents and NP residents; Veterans ≥ 65 years and taking ≥ 10 medications. INTERVENTION IMPROVE consists of a pre-clinic conference, shared medical appointment, individual appointment, and interprofessional precepting model. MAIN MEASURES We assessed residents' performance on a pre-post knowledge test, residents' qualitative assessment of the educational impact of IMPROVE, and the number and type of medications discontinued or decreased. KEY RESULTS The IMPROVE intervention group (n = 18) had a significantly greater improvement in test scores than the control group (n = 18) (14% ± 15% versus - 1.3% ± 16%) over a period of 6 months (Wilcoxon rank sum, p = 0.019). In focus groups, residents (n = 17) reported perceived improvements in knowledge and skills, noting that the experience changed their practice in other clinical settings. In addition, residents valued the unique interprofessional experience. Veterans (n = 71) had a median of 15 medications (IQR 12-19), and a median of 2 medications (IQR 1-3) was discontinued. Vitamins, supplements, and cardiovascular medications were the most commonly discontinued medications, and cardiovascular medications were the most commonly decreased in dose or frequency. CONCLUSIONS Overall, IMPROVE is an effective model of post-graduate primary care training in complex medication management and deprescribing that improves residents' knowledge and skills, and is perceived by residents to influence their practice outside the program.
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Affiliation(s)
- Marcia C Mecca
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA.
- Center of Excellence in Primary Care Education, Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA.
- Clinical Epidemiology Research Center, VA Connecticut Healthcare System, 950 Campbell Avenue, West Haven, CT, USA.
| | - John M Thomas
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA
- Center of Excellence in Primary Care Education, Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
- Dominican House of Studies, Pontifical Faculty of the Immaculate Conception, Washington, DC, USA
| | - Kristina M Niehoff
- Vanderbilt University Medical Center, Nashville, TN, USA
- Integrated Care Partners, Hartford HealthCare Group, Wethersfield, CT, USA
| | - Anne Hyson
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Sean M Jeffery
- Integrated Care Partners, Hartford HealthCare Group, Wethersfield, CT, USA
- University of Connecticut School of Pharmacy, Storrs, CT, USA
| | - John Sellinger
- Center of Excellence in Primary Care Education, Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychology, Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Adam P Mecca
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Peter H Van Ness
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA
- Program on Aging, Yale School of Medicine, New Haven, CT, USA
| | - Terri R Fried
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA
- Integrated Care Partners, Hartford HealthCare Group, Wethersfield, CT, USA
- Program on Aging, Yale School of Medicine, New Haven, CT, USA
| | - Rebecca Brienza
- Department of Medicine, Yale School of Medicine, New Haven, CT, USA
- Center of Excellence in Primary Care Education, Veterans Affairs Connecticut Healthcare System, West Haven, CT, USA
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49
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Fialová D, Brkić J, Laffon B, Reissigová J, Grešáková S, Dogan S, Doro P, Tasić L, Marinković V, Valdiglesias V, Costa S, Kostřiba J. Applicability of EU(7)-PIM criteria in cross-national studies in European countries. Ther Adv Drug Saf 2019; 10:2042098619854014. [PMID: 31258888 PMCID: PMC6591668 DOI: 10.1177/2042098619854014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 04/24/2019] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The European Union (EU)(7)-PIM (potentially inappropriate medication) list presents the most comprehensive and up-to-date tool for evaluation of PIM prescribing in Europe; however, several country-specific studies have documented lower specificity of this list on pharmaceutical markets of some countries. The aim of our study was to describe approval rates and marketing of PIMs stated by EU(7)-PIM criteria in six EU countries [in comparison with the American Geriatric Society (AGS) Beers 2015 criteria]. METHODS Research teams of six EU countries (Czech Republic, Spain, Portugal, Serbia, Hungary and Turkey) participated in this study conducted by WG1b EU COST Action IS1402 group in the period October 2015-November 2018. Data on approval rates of PIMs and their availability on pharmaceutical markets have been obtained from databases of national drug-regulatory institutes and up-to-date drug compendia. The EU(7)-PIM list and AGS Beers 2015 Criteria (Section 1) were applied. RESULTS PIMs from EU(7)-PIM list were approved for clinical use more often than those from the AGS Beers 2015 criteria (Section 1). Approval rates for EU(7)-PIMs ranged from 42.8% in Serbia to 71.4% in Spain (for AGS criteria only from 36.4% to 65.1%, respectively). Higher percentages of approved PIMs were documented in Spain (71.4%), Portugal (67.1%) and Turkey (67.5%), lower in Hungary (55.5%), Czech Republic (50.2%) and Serbia (42.8%). The majority of approved PIMs were also currently marketed in all countries except in Turkey (19.8-21.7% not marketed PIMs) and less than 20% of PIMs were available as over-the-counter medications (except in Turkey, 46.4-48.1%). CONCLUSIONS The EU(7)-PIM list was created for utilization in European studies; however, applicability of this list is still limited in some countries, particularly in Eastern and Central Europe. The EU project EUROAGEISM H2020 (2017-2021) that focuses on PIM prescribing and regulatory measures in Central and Eastern European countries must consider these limits.
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Affiliation(s)
- Daniela Fialová
- Department of Social and Clinical Pharmacy,
Faculty of Pharmacy in Hradec Králové, Charles University, Heyrovského 1203,
Hradec Králové 500 05, Czech Republic
- Department of Geriatrics and Gerontology, 1st
Faculty of Medicine, Prague, Czech Republic
| | - Jovana Brkić
- Department of Social and Clinical Pharmacy,
Charles University, Czech Republic
| | - Blanca Laffon
- DICOMOSA Group, Department of Psychology,
Universidade da Coruña, A Coruña, Spain
| | - Jindra Reissigová
- Department of Statistical Modeling, The Czech
Academy of Sciences, Prague, Czech Republic
| | - Silvia Grešáková
- Department of Social and Clinical Pharmacy,
Charles University, Czech Republic
| | - Soner Dogan
- Department of Medical Biology, Yeditepe
University, Istanbul, Turkey
| | - Peter Doro
- Department of Clinical Pharmacy, University of
Szeged, Szeged, Hungary
| | - Ljiljana Tasić
- Department of Social Pharmacy and Pharmaceutical
Legislation, University of Belgrade, Belgrade, Serbia
| | - Valentina Marinković
- Department of Social Pharmacy and
Pharmaceutical Legislation, University of Belgrade, Belgrade, Serbia
| | - Vanessa Valdiglesias
- DICOMOSA Group, Department of Psychology,
Universidade da Coruña, A Coruña, Spain
| | - Solange Costa
- Department of Environmental Health, Portuguese
National Institute of Health, Porto, Portugal
- EPIUnit, University of Porto, Porto,
Portugal
| | - Jan Kostřiba
- Department of Social and Clinical Pharmacy,
Charles University, Czech Republic
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50
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Alhawassi TM, Alatawi W, Alwhaibi M. Prevalence of potentially inappropriate medications use among older adults and risk factors using the 2015 American Geriatrics Society Beers criteria. BMC Geriatr 2019; 19:154. [PMID: 31142286 PMCID: PMC6542098 DOI: 10.1186/s12877-019-1168-1] [Citation(s) in RCA: 72] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Accepted: 05/23/2019] [Indexed: 02/05/2023] Open
Abstract
Background Older patients are commonly prescribed multiple medications therefore; medication misadventures are common and expected among older patients. The use of potentially inappropriate medicines (PIMs) further contributes to this risk. Therefore, this study aimed to examine PIMs use among older patients using the 2015 Beers criteria. Methods A cross-sectional retrospective study using electronic medical records data from a large tertiary hospital in Saudi Arabia was conducted. Older adult patient’s (age ≥ 65 years) who were treated in the ambulatory care setting were included. PIMs use was defined using the 2015 Beers criteria. Descriptive statistics and logistic regression were used to describe and identify potential predictors of PIMs use. All statistical analyses were carried out using the Statistical Analysis Software version 9.2 (SAS® 9.2). Results This study included 4073 older adults with a mean age of 72.6 (± 6.2) years. The majority of the study population was female (56.8%). The Prevalence of PIMs to be avoided among older adults was 57.6% where 39.9% of the older adults population were prescribed one PIMs, 14.5% two PIMs, and 3.3% were on three or more PIMs. The most commonly prescribed PIMs were gastrointestinal agents (35.6%) and endocrine agents (34.3%). The prevalence of PIMs to be used with caution was 37.5%. Polypharmacy and existence of certain chronic comorbidities were associated with high risk of PIMs use among older patients. Conclusions Given high prevalence of PIMs occurrence among this population, future research on strategies and interventions rationing PIMs use in the geriatric population are warranted.
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Affiliation(s)
- Tariq M Alhawassi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, 11149, Saudi Arabia.,Medication Safety Research Chair, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Wafa Alatawi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, 11149, Saudi Arabia.,Clinical Pharmacy Department, Faculty of Pharmacy, University of Tabuk, Tabuk, Saudi Arabia
| | - Monira Alwhaibi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, 11149, Saudi Arabia. .,Medication Safety Research Chair, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia.
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