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Tamblyn R, Habib B, Buckeridge DL, Weir DL, Frolova E, Alattar R, Rogozinsky J, Beauchamp C, Pupo R, Bartlett SJ, McDonald E. Evaluating the effectiveness of the Smart About Meds (SAM) mobile application among patients discharged from hospital: protocol of a randomised controlled trial. BMJ Open 2024; 14:e084492. [PMID: 39581737 PMCID: PMC11590805 DOI: 10.1136/bmjopen-2024-084492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 09/16/2024] [Indexed: 11/26/2024] Open
Abstract
INTRODUCTION Almost half of patients discharged from hospital are readmitted or return to the emergency department (ED) within 90 days. Non-adherence to medication changes made during hospitalisation and the use of potentially inappropriate medications (PIMs) both contribute to postdischarge adverse events. We developed Smart About Meds (SAM), a patient-centred mobile application that targets medication non-adherence and PIMs use. This protocol describes a randomised controlled trial (RCT) to evaluate SAM. METHODS AND ANALYSIS A pragmatic, stratified RCT will evaluate SAM among 3250 adult patients discharged from hospital. At discharge, consenting participants will be randomised 1:1 to usual care or SAM. SAM integrates novel patient-centred features with pharmacist monitoring to manage non-adherence to new medication regimens. SAM also notifies patients of PIMs in their regimen, with advice to discuss with their physician.Following discharge, patients will be followed for 90 days to measure the primary composite outcome of ED visits, hospital readmissions and death. Secondary outcomes will include primary adherence to medication changes, secondary adherence to disease-modifying medications, patient empowerment and health-related quality of life.The primary outcome will be analysed according to intention-to-treat. Multivariable logistic regression will estimate differences between treatment groups in the proportion of patients experiencing the primary outcome and will assess modification of intervention effects by hospital, unit, age, sex and comorbidity burden. With a sample size of 3250, the study will have 80% power to detect a 5% absolute reduction in the primary outcome. Binary and continuous secondary outcomes will be assessed using multivariable logistic and linear regression, respectively. ETHICS AND DISSEMINATION The Research Ethics Board of the McGill University Health Centre in Montréal, Canada has approved this study. Results will be submitted for publication in a peer-reviewed journal and presented at scientific conferences. If effective, SAM will be made available in app stores. TRIAL REGISTRATION NUMBER NCT05371548.
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Affiliation(s)
- Robyn Tamblyn
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Bettina Habib
- Clinical and Health Informatics Research Group, McGill University, Montreal, Quebec, Canada
| | - David L Buckeridge
- Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Daniala L Weir
- Department of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, The Netherlands
- Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
| | - Elizaveta Frolova
- Clinical and Health Informatics Research Group, McGill University, Montreal, Quebec, Canada
| | - Rolan Alattar
- Clinical and Health Informatics Research Group, McGill University, Montreal, Quebec, Canada
| | - Jessica Rogozinsky
- Clinical and Health Informatics Research Group, McGill University, Montreal, Quebec, Canada
| | | | - Rosalba Pupo
- Clinical and Health Informatics Research Group, McGill University, Montreal, Quebec, Canada
| | - Susan J Bartlett
- Department of Medicine, McGill University, Montreal, Quebec, Canada
| | - Emily McDonald
- Department of Medicine, McGill University, Montreal, Quebec, Canada
- Clinical Practice Assessment Unit, McGill University Health Centre, Montreal, Quebec, Canada
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Léguillon R, Grosjean J, Roca F, Barat E, Varin R, Lejeune E, Kerdelhué G, Darmoni S, Charlet J, Laroche ML. Variability in the prevalence of inappropriate medication use among older adults: A review highlighting the importance of screening methods and database types. Br J Clin Pharmacol 2024; 90:1559-1575. [PMID: 38752677 DOI: 10.1111/bcp.16092] [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: 10/11/2023] [Revised: 01/16/2024] [Accepted: 03/05/2024] [Indexed: 06/28/2024] Open
Abstract
AIMS The global older population is growing rapidly, and the rise in polypharmacy has increased potentially inappropriate medication (PIM) encounters. PIMs pose health risks, but detecting them automatically in large medical databases is complex. This review aimed to uncover PIM prevalence in individuals aged 65 years or older using health databases and emphasized the risk of underestimating PIM prevalence due to underutilization of detection tools. METHODS This study conducted a broad search on the Medline database to identify articles about the prevalence of PIMs in older adults using various databases. Articles published between January 2010 and June 2023 were included, and specific criteria were applied for study selection. Two literature reviews conducted before our study period were integrated to obtain a perspective from the 1990s to the present day. The selected papers were analysed for variables including database type, screening method, adaptations and PIM prevalence. The study categorized databases and original screening tools for clarity, examined adaptations and assessed concordance among different screening methods. RESULTS This study encompassed 48 manuscripts, covering 58 sample evaluations. The mean prevalence of PIMs within the general population aged over 65 years was 27.8%. Relevant heterogeneity emerged in both the utilized databases and the detection methods. Adaptation of original screening tools was observed in 86.2% (50/58) of cases. Half of the original screening tools used for assessing PIMs belonged to the simple category. About a third of the studies employed less than half of the original criteria after adaptation. Only three studies used over 75% of the original criteria and more than 50 criteria. CONCLUSIONS This extensive review highlights PIM prevalence among the older adults, emphasizing method intricacies and the potential for underestimation due to data limitations and algorithm adjustments. The findings call for enhanced methodologies, transparent algorithms and a deeper understanding of intricate rules' impact on public health implications.
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Affiliation(s)
- Romain Léguillon
- Department of Digital Health, Rouen University Hospital, Rouen, France
- Department of Pharmacy, Rouen University Hospital, Rouen, France
- Laboratoire D'Informatique Médicale et D'Ingénierie des Connaissances en e-Santé (LIMICS), U1142, INSERM, Sorbonne Université, Paris, France
| | - Julien Grosjean
- Department of Digital Health, Rouen University Hospital, Rouen, France
- Laboratoire D'Informatique Médicale et D'Ingénierie des Connaissances en e-Santé (LIMICS), U1142, INSERM, Sorbonne Université, Paris, France
| | - Frédéric Roca
- Normandy University, UniRouen, Inserm UMR1096 EnVI, FHU REMOD-VHF, Rouen, France
- Department of Geriatric Medicine, Rouen University Hospital, Rouen, France
| | - Eric Barat
- Department of Pharmacy, Rouen University Hospital, Rouen, France
- Normandie University, UNICAEN, Inserm U1086, Caen, France
| | - Rémi Varin
- Department of Pharmacy, Rouen University Hospital, Rouen, France
| | - Emeline Lejeune
- Department of Digital Health, Rouen University Hospital, Rouen, France
- Laboratoire D'Informatique Médicale et D'Ingénierie des Connaissances en e-Santé (LIMICS), U1142, INSERM, Sorbonne Université, Paris, France
| | - Gaëthan Kerdelhué
- Department of Digital Health, Rouen University Hospital, Rouen, France
- Laboratoire D'Informatique Médicale et D'Ingénierie des Connaissances en e-Santé (LIMICS), U1142, INSERM, Sorbonne Université, Paris, France
| | - Stéfan Darmoni
- Department of Digital Health, Rouen University Hospital, Rouen, France
- Laboratoire D'Informatique Médicale et D'Ingénierie des Connaissances en e-Santé (LIMICS), U1142, INSERM, Sorbonne Université, Paris, France
| | - Jean Charlet
- Laboratoire D'Informatique Médicale et D'Ingénierie des Connaissances en e-Santé (LIMICS), U1142, INSERM, Sorbonne Université, Paris, France
| | - Marie Laure Laroche
- VieSanté Unit - UR 24134, Omega Health Institut, Limoges University, Limoges, France
- Pharmacovigilance and Pharmacoepidemiology Center, Limoges University Hospital, Limoges, France
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Schietzel S, Zechmann S, Rachamin Y, Neuner-Jehle S, Senn O, Grischott T. Potentially Inappropriate Medication Use in Primary Care in Switzerland. JAMA Netw Open 2024; 7:e2417988. [PMID: 38904960 PMCID: PMC11193127 DOI: 10.1001/jamanetworkopen.2024.17988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 04/20/2024] [Indexed: 06/22/2024] Open
Abstract
Importance Potentially inappropriate medication (PIM) exposes patients to an increased risk of adverse outcomes. Many lists of explicit criteria provide guidance on identifying PIM and recommend alternative prescribing, but the complexity of available lists limits their applicability and the amount of data available on PIM prescribing. Objective To determine PIM prevalence and the most frequently prescribed PIMs according to 6 well-known PIM lists and to develop a best practice synthesis for clinicians. Design, Setting, and Participants This cross-sectional study used anonymized electronic health record data of Swiss primary care patients aged 65 years or older with drug prescriptions from January 1, 2020, to December 31, 2021, extracted from a large primary care database in Switzerland, the FIRE project. Data analyses took place from October 2022 to September 2023. Exposure PIM prescription according to PIM criteria operationalized for use with FIRE data. Main Outcomes and Measures The primary outcomes were PIM prevalence (percentage of patients with 1 or more PIMs) and PIM frequency (percentage of prescriptions identified as PIMs) according to the individual PIM lists and a combination of all 6 lists. The PIM lists used were the American 2019 Updated Beers criteria, the French list by Laroche et al, the Norwegian General Practice Norwegian (NORGEP) criteria, the German PRISCUS list, the Austrian list by Mann et al, and the EU(7) consensus list of 7 European countries. Results This study included 115 867 patients 65 years or older (mean [SD] age, 76.0 [7.9] years; 55.8% female) with 1 211 227 prescriptions. Among all patients, 86 715 (74.8%) were aged 70 years or older, and 60 670 (52.4%) were aged 75 years or older. PIM prevalence among patients 65 years or older was 31.5% (according to Beers 2019), 15.4% (Laroche), 16.1% (NORGEP), 12.7% (PRISCUS), 31.2% (Mann), 37.1% (EU[7]), and 52.3% (combined list). PIM prevalence increased with age according to every PIM list (eg, according to Beers 2019, from 31.5% at age 65 years or older to 37.4% for those 75 years or older, and when the lists were combined, PIM prevalence increased from 52.3% to 56.7% in those 2 age groups, respectively). PIM frequency was 10.3% (Beers 2019), 3.9% (Laroche), 4.3% (NORGEP), 2.4% (PRISCUS), 6.7% (Mann), 9.7% (EU[7]), and 19.3% (combined list). According to the combined list, the 5 most frequently prescribed PIMs were pantoprazole (9.3% of all PIMs prescribed), ibuprofen (6.9%), diclofenac (6.3%), zolpidem (4.5%), and lorazepam (3.7%). Almost two-thirds (63.5%) of all PIM prescriptions belonged to 5 drug classes: analgesics (26.9% of all PIMs prescribed), proton pump inhibitors (12.1%), benzodiazepines and benzodiazepine-like drugs (11.2%), antidepressants (7.0%), and neuroleptics (6.3%). Conclusions and Relevance In this cross-sectional study of adults aged 65 or older, PIM prevalence was high, varied considerably depending on the criteria applied, and increased consistently with age. However, only few drug classes accounted for the majority of all prescriptions that were PIM according to any of the 6 PIM lists, and by considering this manageable number of drug classes, clinicians could essentially comply with all 6 PIM lists. These results raise awareness of the most common PIMs and emphasize the need for careful consideration of their risks and benefits and targeted deprescribing.
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Affiliation(s)
- Simeon Schietzel
- Division of Nephrology and Hypertension, Inselspital, University Hospital of Bern, University of Bern, Bern, Switzerland
| | - Stefan Zechmann
- Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Yael Rachamin
- Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Stefan Neuner-Jehle
- Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Oliver Senn
- Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Thomas Grischott
- Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland
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Alanazi SA, Al Amri A, Almuqbil M, Alroumi A, Gamal Mohamed Alahmadi M, Obaid Ayesh Alotaibi J, Mohammed Sulaiman Alenazi M, Hassan Mossad Alahmadi W, Hassan Saleh Al Bannay A, Khaled Ahmad Marai S, AlKhatham SM, Al-kanhal S, Asdaq SMB. Use of potentially inappropriate medication for elderly patients in tertiary care hospital of Riyadh, Saudi Arabia. Saudi Pharm J 2024; 32:102015. [PMID: 38497086 PMCID: PMC10940805 DOI: 10.1016/j.jsps.2024.102015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 02/24/2024] [Indexed: 03/19/2024] Open
Abstract
Background and objectives The elderly population is affected by chronic diseases and lifelong medication. The American Geriatrics Society (AGS) Beers Criteria is a comprehensive approach to medication usage in the older population to reduce potentially inappropriate medication (PIM) use. The purpose of this study was to assess the usage of PIMs in elderly patients upon discharge from tertiary care hospital settings in Riyadh, Saudi Arabia, using the AGS Beers Criteria 2019. Methods The data was obtained from the medical records of 1237 patients (>65 years) who were discharged from medical or surgical wards at two hospitals affiliated with King Abdulaziz Medical City. The data was analyzed to determine the prevalence of PIM prescription, and the proportional odds of the independent factors influencing outcomes were estimated using ordinal regression analysis for criteria 1 and 2, while Binary regression analysis was conducted for criterion 3. Results There were approximately equal numbers of male and female participants in our study (male: 50.8 % vs. female: 49.2 %). One-third of the patients were above the age of 80 years, with 41 % being between the ages of 70 and 80 years. Moreover, almost 70 % of the samples had chronic illnesses. The overall prevalence of PIMs was 29.2 %, with 11 % of PIMs to be avoided in elderly patients and 17 % to be used with caution in the elderly, while disease-specific PIMs were identified in 1.2 % of the patients. The most common PIM class was proton pump inhibitors (44.41 %), and patients discharged from the surgical unit were more likely to be prescribed PIMs. Proton pump inhibitors (44.41 %) were the most inappropriately prescribed drug class, and patients discharged from the surgical unit were more likely to be prescribed PIMs. Conclusion The study noticed that male gender, the presence of multiple diseases, and obesity are associated with more than one PIM prescription. There is a need to streamline the surgical department's prescription procedure to eliminate prescription disparities. Prescription monitoring is recommended to avoid medication errors, particularly in patients who are taking multiple medications.
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Affiliation(s)
- Saleh A. Alanazi
- Pharmaceutical Care Services, King Abdulaziz Medical City, Riyadh, Saudi Arabia
- King Saud bin Abdulaziz University for Health Science College of Pharmacy, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Abdulrahman Al Amri
- Pharmaceutical Care Services, King Abdulaziz Medical City, Riyadh, Saudi Arabia
- King Saud bin Abdulaziz University for Health Science College of Pharmacy, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Mansour Almuqbil
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
| | - Abdullah Alroumi
- Pharmaceutical Care Services, King Abdulaziz Medical City, Riyadh, Saudi Arabia
- King Saud bin Abdulaziz University for Health Science College of Pharmacy, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | | | - Joud Obaid Ayesh Alotaibi
- Department of Pharmacy Practice, College of Pharmacy, AlMaarefa University, Dariyah, 13713 Riyadh, Saudi Arabia
| | | | | | | | - Shorooq Khaled Ahmad Marai
- Department of Pharmacy Practice, College of Pharmacy, AlMaarefa University, Dariyah, 13713 Riyadh, Saudi Arabia
| | | | - Sarah Al-kanhal
- Department of Pharmacy Practice, College of Pharmacy, AlMaarefa University, Dariyah, 13713 Riyadh, Saudi Arabia
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Kumar S, Castelino R, Rao A, Gattani S, Kumar A, Pillai A, Sehgal A, Rane P, Ramaswamy A, Dhekale R, Krishnamurthy J, Banavali S, Badwe R, Prabhash K, Noronha V, Gota V. Performance of potentially inappropriate medications assessment tools in older Indian patients with cancer. Cancer Med 2024; 13:e6797. [PMID: 38183404 PMCID: PMC10807583 DOI: 10.1002/cam4.6797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 11/14/2023] [Accepted: 11/23/2023] [Indexed: 01/08/2024] Open
Abstract
BACKGROUND Polypharmacy and potentially inappropriate medication (PIM) use are common problems in older adults. Safe prescription practices are a necessity. The tools employed for the identification of PIM sometimes do not concur with each other. METHODS A retrospective analysis of patients ≥60 years who visited the Geriatric Oncology Clinic of the Tata Memorial Hospital, Mumbai, India from 2018 to 2021 was performed. Beer's-2015, STOPP/START criteria v2, PRISCUS-2010, Fit fOR The Aged (FORTA)-2018, and the EU(7)-PIM list-2015 were the tools used to assess PIM. Every patient was assigned a standardized PIM value (SPV) for each scale, which represented the ratio of the number of PIMs identified by a given scale to the total number of medications taken. The median SPV of all five tools was considered the reference standard for each patient. Bland-Altman plots were utilized to determine agreement between each scale and the reference. Association between baseline variables and PIM use was determined using multiple logistic regression analysis. RESULTS Of the 467 patients included in this analysis, there were 372 (79.66%) males and 95 (20.34%) females with an average age of 70 ± 5.91 years. The EU(7)-PIM list was found to have the highest level of agreement given by a bias estimate of 0.010, the lowest compared to any other scale. The 95% CI of the bias was in the narrow range of -0.001 to 0.022, demonstrating the precision of the estimate. In comparison, the bias (95%) CI of Beer's criteria, STOPP/START criteria, PRISCUS list, and FORTA list were -0.039 (-0.053 to -0.025), 0.076 (0.060 to 0.092), 0.035 (0.021 to 0.049), and -0.148 (-0.165 to -0.130), respectively. Patients on polypharmacy had significantly higher PIM use compared to those without (OR = 1.47 (1.33-1.63), p = <0.001). CONCLUSIONS The EU(7)-PIM list was found to have the least bias and hence can be considered the most reliable among all other tools studied.
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Affiliation(s)
- Sharath Kumar
- Department of Clinical PharmacologyAdvanced Centre for Treatment, Research and Education in Cancer, Tata Memorial CentreNavi MumbaiIndia
| | - Renita Castelino
- Department of Clinical PharmacologyAdvanced Centre for Treatment, Research and Education in Cancer, Tata Memorial CentreNavi MumbaiIndia
| | - Abhijith Rao
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
| | - Shreya Gattani
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
| | - Anita Kumar
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
| | - Anupa Pillai
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
| | - Arshiya Sehgal
- Department of Clinical PharmacologyAdvanced Centre for Treatment, Research and Education in Cancer, Tata Memorial CentreNavi MumbaiIndia
| | - Pallavi Rane
- Department of StatisticsAdvanced Centre for Treatment, Research and Education in Cancer, Tata Memorial CentreNavi MumbaiIndia
| | - Anant Ramaswamy
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
- Homi Bhabha National InstituteMumbaiIndia
| | - Ratan Dhekale
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
| | | | - Shripad Banavali
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
- Homi Bhabha National InstituteMumbaiIndia
| | - Rajendra Badwe
- Homi Bhabha National InstituteMumbaiIndia
- Department of Surgical OncologyTata Memorial HospitalMumbaiMaharashtraIndia
| | - Kumar Prabhash
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
- Homi Bhabha National InstituteMumbaiIndia
| | - Vanita Noronha
- Department of Medical OncologyTata Memorial HospitalMumbaiIndia
- Homi Bhabha National InstituteMumbaiIndia
| | - Vikram Gota
- Department of Clinical PharmacologyAdvanced Centre for Treatment, Research and Education in Cancer, Tata Memorial CentreNavi MumbaiIndia
- Homi Bhabha National InstituteMumbaiIndia
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Eggli Y, Halfon P, Zeukeng MJ, Kherad O, Schaller P, Raetzo MA, Klay MF, Favre BM, Schaller D, Marti J. Potentially Inappropriate Medication Dispensing in Outpatients: Comparison of Different Measurement Approaches. Risk Manag Healthc Policy 2023; 16:2565-2578. [PMID: 38024485 PMCID: PMC10680376 DOI: 10.2147/rmhp.s427516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 10/13/2023] [Indexed: 12/01/2023] Open
Abstract
Purpose of the Research This paper aims at comparing different approaches to measure potentially inappropriate medication (PIM) with routinely collected data on prescriptions, patient age institutionalization status (ie in nursing home or in the community). A secondary objective is to measure the rate and prevalence of PIM dispensing and to identify problematic practices in Switzerland. Material and Methods The studied population includes about 90,000 insured over 17 years old from a Swiss health maintenance organization in 2019 and 2020. We computed and compared the number of PIM per patient for Beers criteria, Priscus list, Laroche, NORGEP and Prescrire approaches. We also created a composite indicator that accounts for the specificities of the Swiss context (adaptation to the Swiss drugs' market, recommendations in force related to sleeping pills, anxiolytics and NSAIDs). We also stratified the analysis per physician, including initiation and cessation of PIM prescription. Results Our comparison revealed similarities between the approaches, but also that each of them had specific gaps that provides further motivation for the development of a composite approach. PIM rate was particularly high for sleeping pills, anxiolytics, NSAIDs, even when analyses were limited to chronic use. Drugs with anticholinergic effect were also frequently prescribed. Based on our composite indicator, 27% of insured over 64 years old received at least one PIM in 2020, and 8% received more than one. Our analyses also reveal that for sleeping pills and anxiolytics, half of the volume (or prevalence?) occurs in the <65 population. We observed strong variations between physicians and a significant proportion of new users among patients with PIM. Conclusion Our results show that PIMs prescribing is very frequent in Switzerland and is driven mostly by a few drug categories. There is important physician variation in PIM prescribing that warrants the development of intervention targeted at high PIM-prescribers.
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Affiliation(s)
- Yves Eggli
- Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Patricia Halfon
- Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | | | - Omar Kherad
- Internal Medicine Department, La Tour Hospital and University of Geneva, Geneva, Switzerland
| | | | | | | | | | | | - Joachim Marti
- Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
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Hsieh KP, Huang RY, Yang YH, Ho PS, Chen KP, Tung CL, Chu YL, Tsai JH. Using PIM-Taiwan, PRISCUS, and Beers criteria to assess potentially inappropriate medication use among older adults with 90-day rehospitalization: a population-based study in Taiwan. Front Pharmacol 2023; 14:1194537. [PMID: 37521484 PMCID: PMC10374845 DOI: 10.3389/fphar.2023.1194537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 07/04/2023] [Indexed: 08/01/2023] Open
Abstract
Background: Multimorbidity and polypharmacy increase the risk of hospitalization in older adults receiving potentially inappropriate medication (PIM). The current study compared the ability of PIM-Taiwan, PRISCUS, and Beers criteria to predict 90-day rehospitalization in older patients with and without PIM. Methods: The retrospective cohort study used Taiwan's Longitudinal Health Insurance Database to retrieve quarterly information about prescribed medication for adults aged ≥65 years hospitalized between 2001 and 2018. We analyzed the association of PIM with 90-day rehospitalization using logistic regression. Results: The study cohort included 206,058 older adults (mean age: 72.5 years). In the analysis, 133,201 (64.6%), 97,790 (47.5%), and 147,450 (71.6%), were identified as having PIM exposure in PIM-Taiwan, PRICUS, and Beers criteria, respectively. PIM-Taiwan criteria found exposure to PIM affecting the cardiovascular (adjusted OR [aOR] 1.37, 95% confidence interval [CI] = 1.32-1.41), gastrointestinal (aOR 1.26, 95% CI = 1.23-1.30), central nervous (aOR 1.11, 95% CI = 1.08-1.14), and respiratory (aOR 1.16, 95% CI = 1.12-1.20) systems significantly increased the risk of 90-day rehospitalization, after adjustment for covariates. In PRISCUS criteria, exposure to PIM affecting the respiratory (aOR 1.48, 95% CI = 1.41-1.56), central nervous (aOR 1.12, 95% CI = 1.09-1.15), and cardiovascular (aOR 1.20, 95% CI = 1.16-1.24) systems significantly increased the risk. In Beers criteria, exposure to PIM affecting the cardiovascular (aOR 1.37, 95% CI = 1.32-1.41), gastrointestinal (aOR 1.38, 95% CI = 1.35-1.42), central nervous (aOR 1.18, 95% CI = 1.15-1.21), endocrine (aOR 1.10, 95% CI = 1.06-1.15), and respiratory (aOR 1.09, 95% CI = 1.04-1.13) systems significantly increased the risk. Patients with 90-day rehospitalization had higher rates of the potentially harmful drug-drug interaction (DDI) pairs of serotonin syndrome (n = 19; 48.8%), QT prolongation (n = 4; 30.8%), extrapyramidal symptoms (EPS) (n = 102; 24.5%), and hypokalemia (n = 275; 20.1%). Conclusion: Beers criteria was more efficient in predicting 90-day rehospitalization among older adults experiencing PIM in Taiwan than either PIM-Taiwan or PRISCUS. The risk of 90-day rehospitalization was associated with the potentially harmful DDI classes of serotonin syndrome, QT prolongation, EPS, and hypokalemia.
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Affiliation(s)
- Kun-Pin Hsieh
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Pharmacy, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ru-Yu Huang
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Yi-Hsin Yang
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Pei-Shan Ho
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
- Department of Oral Hygiene, College of Dental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- School of Dentistry, College of Dental Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Kuang-Peng Chen
- Department of Psychiatry, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
| | - Chun-Liong Tung
- Department of Psychiatry, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
| | - Ya-Lan Chu
- Department of Pharmacy, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
| | - Jui-Hsiu Tsai
- Department of Psychiatry, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
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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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Ghassab-Abdollahi N, Nadrian H, Saadati F, Ashazadeh F, Shaseb E, Hashemiparast M, Allahverdipour H. Global Mapping of Potentially Inappropriate Prescribing for Older Adults in Community Settings: An Umbrella Review. Korean J Fam Med 2023; 44:189-204. [PMID: 37491985 PMCID: PMC10372802 DOI: 10.4082/kjfm.23.0032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Accepted: 04/07/2023] [Indexed: 07/27/2023] Open
Abstract
Potentially inappropriate prescribing (PIP) is a major public health concern with several undesirable health consequences for older adults. In this overview, we aimed to map and gather information from existing literature to provide a better insight into the prevalence of PIP among community dwellers. Electronic databases were searched from their inception to April 2022. The quality of the included systematic reviews (SRs) was assessed using the assessment of multiple systematic reviews checklist. The degree of overlap within the SRs was also evaluated (2% overlap). All SRs on the prevalence of PIP in older individuals in community settings were included, and a narrative approach was used to synthesize data. Nineteen SRs comprising 548 primary studies met the inclusion criteria, and the average quality of the included SRs was moderate. More than half (50.5%) of the primary studies were conducted in Europe, followed by the United States (22.8%), and Asia (18.9%). Thirty different criteria were used in the primary studies to estimate the prevalence of PIP. The most widely used criteria were those presented in Beers (41.8%) and STOPP (Screening Tool of Older Persons' Prescriptions)/START (Screening Tool to Alert to Right Treatment) (21.8%) criteria. Benzodiazepines, nonsteroidal anti-inflammatory drugs, and antidepressants were the most frequently reported PIPs. A considerable variation in the prevalence of PIP ranging from 0% to 98% was reported by SRs. However, there is a high degree of uncertainty regarding the extent of PIP in community settings. To identify knowledge-to-action gaps, SR authors should consider the differences in prevalence of PIP according to settings, applied tools, data sources, geographical areas, and specific pathologies. There is also a need for primary and SR studies from low- and middle-income countries regarding the prevalence of PIP.
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Affiliation(s)
- Nafiseh Ghassab-Abdollahi
- Department of Geriatric Health, Faculty of Health Science, Tabriz University of Medical Sciences, Tabriz, Iran
- Aging Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Haidar Nadrian
- Medical Education Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Fatemeh Saadati
- Department of Health Education & Promotion, Faculty of Health Science, Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Fariba Ashazadeh
- Research Center for Evidence-based Medicine, Iranian EBM Centre: A Joanna Briggs Institute (JBI) Centre of Excellence, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Elnaz Shaseb
- Drug Applied Research Center, Tabriz University of Medical Science, Tabriz, Iran
| | - Mina Hashemiparast
- Social Determinants of Health Research Center, Zanjan University of Medical Sciences, Zanjan, Iran
- Department of Health Education & Promotion, School of Public Health, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Hamid Allahverdipour
- Research Center of Psychiatry and Behavioral Sciences, Department of Health Education & Promotion, Tabriz University of Medical Sciences, Tabriz, Iran
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Alwhaibi M, Balkhi B. Gender Differences in Potentially Inappropriate Medication Use among Older Adults. Pharmaceuticals (Basel) 2023; 16:869. [PMID: 37375816 DOI: 10.3390/ph16060869] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 06/05/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND Use of potentially inappropriate medication (PIMs) is a prominent concern that leads to significant medication-related issues among older adults. Notably, older women tend to utilize more medicines than men; older women frequently take more drugs. In addition, some evidence suggests that prescription PIMs vary by gender. This study examines the gender-based variation in prescribing PIM among older adults in Saudi Arabia. METHODS A cross-sectional retrospective analysis of electronic medical records from a large hospital in Saudi Arabia was carried out. Patients over the age of 65 who received ambulatory treatment were included in the study. The utilization of PIM was assessed based on Beers criteria. Descriptive statistics and logistic regression were employed to describe patterns of PIM utilization and identify factors associated with their use. All statistical analyses were performed using Version 9.4 of the Statistical Analysis Software (SAS® 9.4). RESULTS The study comprised 4062 older people (age 65) who visited ambulatory care clinics; the average age was (72.6 ± 6.2) years. The majority of the study sample was women (56.8%). Among older adults, 44.7% of older men and 58.3% of older women reported having PIMs that should be avoided, indicating a higher prevalence of PIMs among women compared to men. In terms of the PIM categories used, women had a much higher utilization rate of cardiovascular and gastrointestinal drugs than men. In men, the use of PIMs was frequently associated with hypertension, ischemic heart disease, asthma, osteoarthritis, and cancer, while in women PIM use was associated with age, dyslipidemia, chronic kidney disease, and osteoporosis. CONCLUSIONS This study revealed sex differences in PIM prescribing among older adults; PIM use is more common among women. Sex differences exist in clinical and socioeconomic characteristics and factors related to using potentially inappropriate medications. This study revealed essential areas that could be targeted by further interventions to improve drug-prescribing practices among older adults at risk of PIM.
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Affiliation(s)
- 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 11149, Saudi Arabia
| | - Bander Balkhi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh 11149, Saudi Arabia
- Pharmacoeconomics Research Unit, College of Pharmacy, King Saud University, Riyadh 11451, Saudi Arabia
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Hu Q, Tian F, Jin Z, Lin G, Teng F, Xu T. Developing a Warning Model of Potentially Inappropriate Medications in Older Chinese Outpatients in Tertiary Hospitals: A Machine-Learning Study. J Clin Med 2023; 12:jcm12072619. [PMID: 37048702 PMCID: PMC10095456 DOI: 10.3390/jcm12072619] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/13/2023] [Accepted: 03/24/2023] [Indexed: 04/03/2023] Open
Abstract
Due to multiple comorbid illnesses, polypharmacy, and age-related changes in pharmacokinetics and pharmacodynamics in older adults, the prevalence of potentially inappropriate medications (PIMs) is high, which affects the quality of life of older adults. Building an effective warning model is necessary for the early identification of PIMs to prevent harm caused by medication in geriatric patients. The purpose of this study was to develop a machine learning-based model for the warning of PIMs in older Chinese outpatients. This retrospective study was conducted among geriatric outpatients in nine tertiary hospitals in Chengdu from January 2018 to December 2018. The Beers criteria 2019 were used to assess PIMs in geriatric outpatients. Three problem transformation methods were used to tackle the multilabel classification problem in prescriptions. After the division of patient prescriptions into the training and test sets (8:2), we adopted six widely used classification algorithms to conduct the classification task and assessed the discriminative performance by the accuracy, precision, recall, F1 scores, subset accuracy (ss Acc), and Hamming loss (hm) of each model. The results showed that among 11,741 older patient prescriptions, 5816 PIMs were identified in 4038 (34.39%) patient prescriptions. A total of 41 types of PIMs were identified in these prescriptions. The three-problem transformation methods included label power set (LP), classifier chains (CC), and binary relevance (BR). Six classification algorithms were used to establish the warning models, including Random Forest (RF), Light Gradient Boosting Machine (LightGBM), eXtreme Gradient Boosting (XGBoost), CatBoost, Deep Forest (DF), and TabNet. The CC + CatBoost model had the highest accuracy value (97.83%), recall value (89.34%), F1 value (90.69%), and ss Acc value (97.79%) with a good precision value (92.18%) and the lowest hm value (0.0006). Therefore, the CC + CatBoost model was selected to predict the occurrence of PIM in geriatric Chinese patients. This study’s novelty establishes a warning model for PIMs in geriatric patients by using machine learning. With the popularity of electronic patient record systems, sophisticated computer algorithms can be implemented at the bedside to improve medication use safety in geriatric patients in the future.
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Reinhild Haerig T, Krause D, Klaassen-Mielke R, Rudolf H, Trampisch HJ, Thuermann P. Potentially inappropriate medication including drug-drug interaction and the risk of frequent falling, hospital admission, and death in older adults - results of a large cohort study (getABI). Front Pharmacol 2023; 14:1062290. [PMID: 36874024 PMCID: PMC9974819 DOI: 10.3389/fphar.2023.1062290] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 02/02/2023] [Indexed: 02/17/2023] Open
Abstract
Introduction: With growing age, multiple chronic diseases may result in polypharmacy. Drugs that should be avoided in older adults are called potentially inappropriate medications (PIM). Beyond PIM, drug-drug interactions (DDI) are known to be related to adverse drug events. This analysis examines the risk of frequent falling, hospital admission, and death in older adults associated with PIM and/or DDI (PIM/DDI) prescription. Materials and methods: This post hoc analysis used data of a subgroup of the getABI study participants, a large cohort of community-dwelling older adults. The subgroup comprised 2120 participants who provided a detailed medication report by telephone interview at the 5-year getABI follow-up. The risks of frequent falling, hospital admission, and death in the course of the following 2 years were analysed by logistic regression in uni- and multivariable models with adjustment for established risk factors. Results: Data of all 2,120 participants was available for the analysis of the endpoint death, of 1,799 participants for hospital admission, and of 1,349 participants for frequent falling. The multivariable models showed an association of PIM/DDI prescription with frequent falling (odds ratio (OR) 1.66, 95% confidence interval (CI) 1.06-2.60, p = 0.027) as well as with hospital admission (OR 1.29, 95% CI 1.04-1.58, p = 0.018), but not with death (OR 1.00, 95% CI 0.58-1.72, p = 0.999). Conclusion: PIM/DDI prescription was associated with the risk of hospital admission and frequent falling. No association was found with death by 2 years. This result should alert physicians to provide a closer look at PIM/DDI prescriptions.
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Affiliation(s)
- Theresa Reinhild Haerig
- Department of Medical Informatics, Biometry and Epidemiology, Ruhr University Bochum, Bochum, Germany
| | - Dietmar Krause
- Department of Medical Informatics, Biometry and Epidemiology, Ruhr University Bochum, Bochum, Germany
| | - Renate Klaassen-Mielke
- Department of Medical Informatics, Biometry and Epidemiology, Ruhr University Bochum, Bochum, Germany
| | - Henrik Rudolf
- Institute for Biostatistics and Informatics in Medicine and Ageing Research, University Medical Center Rostock, Rostock, Germany
| | - Hans Joachim Trampisch
- Department of Medical Informatics, Biometry and Epidemiology, Ruhr University Bochum, Bochum, Germany
| | - Petra Thuermann
- Philipp-Klee-Institute for Clinical Pharmacology, HELIOS Klinikum Wuppertal, University Witten/Herdecke, Wuppertal, Germany
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13
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Zhang Y, Chen Z, Tian F. Potentially inappropriate medications in older Chinese outpatients based on the Beers criteria and Chinese criteria. Front Pharmacol 2022; 13:991087. [PMID: 36249753 PMCID: PMC9561887 DOI: 10.3389/fphar.2022.991087] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 09/15/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: Polypharmacy increases the prevalence of potentially inappropriate drugs potentially inappropriate medications among older persons, lowering their quality of life. PIMs use can lead to higher mortality in older patients. This study aimed to compare the prevalence of PIMs in older Chinese outpatients according to the Beers criteria and the Chinese criteria and to analyze the risk factors. Second, we describe the differences between the two criteria, focusing on the inappropriate prescription of drugs in older outpatients.Methods: In Chengdu, Southwest China, a cross-sectional study was undertaken using electronic medical data from 9 general hospitals s. Outpatients above the age of 60 who were treated in the Geriatrics Center of these medical institutions were included. The 2019 Beers criteria and the 2017 Chinese criteria were used to evaluate the PIM status of older outpatients, and binary logistic regression was used to identify potential risk factors for PIMs.Results: There were 44,458 prescriptions from 2016 to 2018. The prevalence of PIMs among older outpatients was 30.05% (according to the Beers criteria) and 35.38% (according to the Chinese criteria), with statistical difference. Estazolam, hydrochlorothiazide and alprazolam were the top three PIMs in the Beers criteria, while the top three PIMs in the Chinese criteria were clopidogrel, estazolam and insulin. The prevalence of PIMs was associated with age, the number of diseases and the number of drugs. PIMs were shown to be more common in patients aged 70 and above, with more than 2 kinds of diseases and more than 4 kinds of drugs.Conclusion: PIMs were shown to be common among older outpatients in China, according to this study. The detection rate of the Chinese criteria was higher than that of the Beers criteria.
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14
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Bobrova V, Fialová D, Desselle S, Heinämäki J, Volmer D. Identifying Potential Drug-Related Problems Among Geriatric Patients With Use of an Integrated Clinical Decision Support Tool. Front Pharmacol 2022; 13:761787. [PMID: 35418859 PMCID: PMC8995559 DOI: 10.3389/fphar.2022.761787] [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: 08/20/2021] [Accepted: 03/14/2022] [Indexed: 11/17/2022] Open
Abstract
Background: Drug-related problems (DRPs) which arise from potentially inappropriate medications (PIMs) are a common problem in older people with multi-morbidity and polypharmacy. Aim: To develop an integrated PIM clinical decision support tool for identification of DRPs in geriatric multi-morbid polypharmacy patients, using the EU(7)-PIM and EURO-FORTA lists, with a focus on high-risk medications. Methods: The integrated PIM tool used the information on PIMs in both databases—the EU(7)-PIM and EURO-FORTA. PIMs were classified into four color groups based on risk profile: high-risk PIMs (should be avoided in older patients) as red, moderate-risk PIMs (require dose and/or treatment duration adjustment) as yellow, low-risk PIMs (low DRP risk) as green, and questionable PIMs (incomplete/missing information) as grey. Results: The summarized list of the high-risk (red and some grey) PIMs contained 81 active substances and medication classes. According to the ATC classification, most of the high-risk PIMs (n = 60, 74.1%) belong to the A, C, and N medication groups and 50.6% (n = 41) of the high-risk PIMs have currently marketing authorization in Estonia. The preliminary list of the moderate- and low-risk (yellow, green, and other grey) PIMs contained 240 active substances and medication classes, but sub-classification of this category into one or another group depends mainly on an individual patient´s clinical characteristics in a concrete analyzed study sample and needs further research. Conclusion: The integrated clinical decision support tool based on the EU(7)-PIM and EURO-FORTA criteria addresses the need for more efficient identification of DRPs. It can be applied to identify PIMs and geriatric prescribing problems in different health care settings, and also in a context of little clinical information available.
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Affiliation(s)
- Veera Bobrova
- Faculty of Medicine, Institute of Pharmacy, University of Tartu, Tartu, Estonia
| | - Daniela Fialová
- Department of Social and Clinical Pharmacy, Faculty of Pharmacy in Hradec Králové, Charles University, Prague, Czechia.,Department of Geriatrics and Gerontology, First Faculty of Medicine, Charles University, Prague, Czechia
| | - Shane Desselle
- Touro University California College of Pharmacy, Vallejo, CA, United States
| | - Jyrki Heinämäki
- Faculty of Medicine, Institute of Pharmacy, University of Tartu, Tartu, Estonia
| | - Daisy Volmer
- Faculty of Medicine, Institute of Pharmacy, University of Tartu, Tartu, Estonia
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15
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Krustev T, Milushewa P, Tachkov K. Impact of Polypharmacy, Drug-Related Problems, and Potentially Inappropriate Medications in Geriatric Patients and Its Implications for Bulgaria—Narrative Review and Meta-Analysis. Front Public Health 2022; 10:743138. [PMID: 35309221 PMCID: PMC8927684 DOI: 10.3389/fpubh.2022.743138] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Accepted: 01/17/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectivePolypharmacy and inappropriate prescribing are overlooked issues in Bulgaria. We aimed at collecting and analyzing global literature on the most prevalent risk factors and investigating what they could reveal about current practice.Materials and MethodsA systematic narrative review and meta-analysis was conducted on the topic, investigating the prevalence of polypharmacy, odds of potentially inappropriate medications (PIMs) due to polypharmacy, and the likelihood of developing a drug-related problem (DRP) due to PIMs. The results were then related to current demographic statistics to estimate the potential impact on Bulgarian elderly patients.ResultsThe prevalence of polypharmacy was estimated at 41% in elderly populations. The odds of a potentially inappropriate medication being prescribed were 2.095, with an expected 30.84% of those leading to a DRP. These numbers indicated that the expected Bulgarian elderly with polypharmacy should be 709,676 with 212,903 cases of DRPs.ConclusionGlobal polypharmacy rates seem to be on the rise, with an expected increase in DRPs.
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Varavithya V, Tirapat C, Rojpibulstit P, Poovichayasumlit P, Prasert V, Vatcharavongvan P. Potentially inappropriate medication use and the hospitalization rate among Thai elderly patients: a retrospective cohort study. Eur J Clin Pharmacol 2022; 78:847-855. [DOI: 10.1007/s00228-021-03269-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 12/18/2021] [Indexed: 11/03/2022]
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17
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Alwhaibi M. Potentially Inappropriate Medications Use among Older Adults with Comorbid Diabetes and Hypertension in an Ambulatory Care Setting. J Diabetes Res 2022; 2022:1591511. [PMID: 35586116 PMCID: PMC9110241 DOI: 10.1155/2022/1591511] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 04/22/2022] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE This study aims to estimate the prevalence of PIMs use and its associated factors among older adults with comorbid diabetes and hypertension. METHODS A cross-sectional retrospective study was used, including 1,853 older adults (age ≥65 years) with diabetes and hypertension who visited an ambulatory care setting. The study objectives were to estimate the prevalence and factors associated with PIMs use based on the 2019 American Geriatric Society (AGS) Beers criteria. RESULTS Almost one out of two individuals had PIMs used, with the average number of medications taken being seven. The most commonly prescribed PIMs were the use of gastrointestinal and endocrine medications. High risk of PIMs use was among those with ischemic heart disease, anxiety, and polypharmacy. CONCLUSIONS Given the higher PIMs use among older adults with diabetes and hypertension comorbidities, tailored strategies and interventions to minimize PIMs use in this population are warranted.
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Affiliation(s)
- Monira Alwhaibi
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
- Medication Safety Research Chair, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
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18
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Liou WS, Huang SM, Lee WH, Chang YL, Wu MF. The effects of a pharmacist-led medication review in a nursing home: A randomized controlled trial. Medicine (Baltimore) 2021; 100:e28023. [PMID: 35049214 PMCID: PMC9191564 DOI: 10.1097/md.0000000000028023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 11/11/2021] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND In this study, an intensive review of pharmaceutical care for elderly patients was conducted in a Veterans Administration nursing home in Taiwan and its effects were evaluated. METHODS One hundred participants were enrolled in this randomized controlled study with even distribution. The inclusion criteria were age 65 years or older, prescriptions for at least 5 oral medicines daily, and ≥2 chronic diseases, for the period May 2013 to October 2014. Subjects were excluded if they had previously been included in an intensive medication review conducted by a pharmacist. The primary outcomes were numbers of drugs prescribed, potential inappropriate medications, and numbers of drug-related problems. The secondary outcomes were self-reported medical usages, measurements of quality of life, results of a satisfaction survey, and health status. RESULTS A total of 80 cases (42 in the intervention group with medication reconciliation and 38 in the control group without medication reconciliation) completed the study. Baseline characteristics were not statistically different between the 2 groups. The overall prevalence of potential inappropriate medication was 74.3%. There were no differences between the 2 groups, with the exception of "medical problems," which showed a significantly higher prevalence in the intervention group (P < .05). The intervention group reported greater satisfaction regarding pharmacist visits and medication compliance (P < .01). The mean number of drug-related problems was significantly lower after the intervention (P < .01). CONCLUSION In this study, the intensive review of the elderly patients' medications revealed that the only significant effect of pharmaceutical care was on "all outcomes." A possible reason for this is the rather advanced ages of some patients who needed a considerable number of medications to treat several chronic diseases. Another reason may be the small sample size. However, participants who received the pharmacist intervention did have higher satisfaction with medication reconciliation and fewer drug-related problems.
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Affiliation(s)
- Wen-Shyong Liou
- Department of Pharmacy, Taichung Veterans General Hospital, Taichung, Taiwan, R.O.C
- School of Pharmacy, China Medical University, Taichung, Taiwan, R.O.C
| | - Shih-Ming Huang
- Department of Pharmacy, Taichung Veterans General Hospital, Taichung, Taiwan, R.O.C
| | - Wei-Hsin Lee
- Department of Pharmacy, Taichung Veterans General Hospital, Taichung, Taiwan, R.O.C
| | - Yen-Lin Chang
- Department of Pharmacy, Taichung Veterans General Hospital, Taichung, Taiwan, R.O.C
| | - Ming-Fen Wu
- Department of Pharmacy, Taichung Veterans General Hospital, Taichung, Taiwan, R.O.C
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Abolhassani N, Castioni J, Santschi V, Waeber G, Marques-Vidal P. Trends and Determinants of Polypharmacy and Potential Drug-Drug Interactions at Discharge From Hospital Between 2009-2015. J Patient Saf 2021; 17:e1171-e1178. [PMID: 29557932 DOI: 10.1097/pts.0000000000000482] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Polypharmacy (PP) and excessive polypharmacy (EPP) are increasingly common and associated with risk of drug-drug interactions (DDIs). We aimed to measure the trends and determinants of PP and DDIs among patients discharged from the Department of Internal Medicine of the Lausanne University Hospital. METHODS The retrospective study included 17,742 adult patients discharged between 2009 and 2015. Polypharmacy and EPP were defined as the concomitant prescription of five or more and ten or more drugs, respectively. Drug-drug interactions were defined as any combination of a drug metabolized by a cytochrome P450 or P-glycoprotein, and a drug considered as strong inductor or inhibitor of the corresponding enzyme was defined as a potential interaction. RESULTS Three most commonly classes of drugs prescribed were "alimentary tract and metabolism (including insulins)," "nervous system," and "blood and blood forming organs." Polypharmacy decreased from 45% in 2009 to 41% in 2015, whereas EPP increased from 40% to 46%. In 2015, 13% of patients received 15 or more drugs. Age, coming from other health care settings, higher Charlson Index, number of comorbidities, and quartiles of length of stay were significantly and independently associated with PP and EPP. The risk of having at least one DDI decreased from 67.0% (95% confidence interval = 64.8-69.0) in 2009 to 59.3% (57.6-62.0) in 2015 (P < 0.001). Multivariate analysis showed number of drugs (odds ratio and 95% confidence interval = 3.68 [3.3-4.1], 9.39 [8.3-10.6], and 20.5 [17.3-28.4] for [5-9], [10-14], and 15+ drugs, respectively), gastrointestinal disease (3.13 [2.73-3.58]), and cancer (1.37 [1.18-1.58]) to be positively associated, and lung (0.82 [0.74-0.90]) and endocrinological (0.62 [0.52-0.74]) diseases to be negatively associated with risk of DDI. CONCLUSIONS The pattern of drug prescription has changed and most prescribed groups increased during the study period. Excessive polypharmacy is increasing among hospital patients. The decrease in the overall risk of DDI could be due to an improved management of multidrug therapy.
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Affiliation(s)
- Nazanin Abolhassani
- From the Department of Medicine, Internal Medicine, Lausanne University Hospital
| | - Julien Castioni
- From the Department of Medicine, Internal Medicine, Lausanne University Hospital
| | - Valérie Santschi
- La Source, School of Nursing Sciences; University of Applied Sciences Western Switzerland, Lausanne, Switzerland
| | - Gérard Waeber
- From the Department of Medicine, Internal Medicine, Lausanne University Hospital
| | - Pedro Marques-Vidal
- From the Department of Medicine, Internal Medicine, Lausanne University Hospital
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20
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Brühwiler LD, Niederhauser A, Fischer S, Schwappach DLB. Quality standards for safe medication in nursing homes: development through a multistep approach including a Delphi consensus study. BMJ Open 2021; 11:e054364. [PMID: 34635533 PMCID: PMC8506865 DOI: 10.1136/bmjopen-2021-054364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 09/24/2021] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVES The aim of the study was to develop quality standards reflecting minimal requirements for safe medication processes in nursing homes. DESIGN In a first step, relevant key topics for safe medication processes were deducted from a systematic search for similar guidelines, prior work and discussions with experts. In a second step, the essential requirements for each key topic were specified and substantiated with a literature-based rationale. Subsequently, the requirements were evaluated with a piloted, two-round Delphi study. SETTING Nursing homes in Switzerland. PARTICIPANTS Interprofessional panel of 25 experts from science and practice. PRIMARY AND SECONDARY OUTCOME MEASURES Each requirement was rated for its relevance for a safer and resident-oriented medication on a 9-point Likert-Scale based on the RAND/UCLA method. The requirements were considered relevant if, in the second round, the median relevance rating was ≥7 and the proportion of ratings ≥7 was ≥80%. RESULTS Five key topics with a total of 87 requirements were elaborated and rated in the Delphi study. After the second round (response rate in both rounds 100%), 85 requirements fulfilled the predefined criteria and were therefore included in the final set of quality standards. The five key topics are: (I) 'The medication is reviewed regularly and in defined situations', (II) 'The medication is reviewed in a structured manner', (III) 'The medication is monitored in a structured manner', (IV) 'All healthcare professionals are committed to an optimal interprofessional collaboration' and (V) 'Residents are actively involved in medication process'. CONCLUSIONS We developed normative quality standards for a safer and resident-oriented medication in Swiss nursing homes. Altogether, 85 requirements define the medication processes and the behaviour of healthcare professionals. A rigorous implementation may support nursing homes in taking a step towards safer and resident-oriented medication.
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Affiliation(s)
| | | | | | - David L B Schwappach
- Swiss Patient Safety Foundation, Zurich, Switzerland
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
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21
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Yang Y, Zhang L, Huang Y, Huang H, Sun S, Xiao J. Based on the Beers Criteria 2019 Edition Over-the-Counter Drugs Risk Confirmation of Elderly Chinese. BIOMED RESEARCH INTERNATIONAL 2021; 2021:5524551. [PMID: 34485515 PMCID: PMC8410390 DOI: 10.1155/2021/5524551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 05/25/2021] [Accepted: 08/05/2021] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To explore OTC (over-the-counter drugs) in Chinese community pharmacies often causes ADE (adverse drug event) in elderly patients. METHODS Use the drugs in the Beers Criteria 2019 potentially inappropriate medication use (PIM) list as search terms. Search for drugs registered on the National Medical Products Administration of China website before December 2019 to determine the drugs containing PIM active ingredients and, then, search the Chinese OTC selection and conversion catalog database to determine it as OTC. Two databases are considered to be the same drug if they have the same drug composition. RESULTS The incidence of PIM in elderly patients in our community is relatively high, and the management of OTC may be related to risk factors. Statistics found that 71 OTC contained the Beers Criteria ingredients, including 65 chemicals and six Chinese patent medicines. Varieties of compound preparations accounted for 78.9% and cold medicines accounted for 47.9%. CONCLUSIONS The high detection rate of the Beers Criteria in Chinese OTC suggests that medical practitioners in China, especially community pharmacists, should pay attention to the rational use of OTC in the elderly.
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Affiliation(s)
- Yongyu Yang
- Department of Pharmacy, The Second People's Hospital of Beihai, Beihai, Guangxi, China 536000
| | - Lu Zhang
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan, China 410008
- National Medical Center for Geriatrics, Xiangya Hospital, Central South University, Laboratory for Rational and Safe Use of Elderly, Changsha, Hunan, China 410008
| | - Yamin Huang
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan, China 410008
- National Medical Center for Geriatrics, Xiangya Hospital, Central South University, Laboratory for Rational and Safe Use of Elderly, Changsha, Hunan, China 410008
| | - Hangxing Huang
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan, China 410008
- National Medical Center for Geriatrics, Xiangya Hospital, Central South University, Laboratory for Rational and Safe Use of Elderly, Changsha, Hunan, China 410008
| | - Shusen Sun
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan, China 410008
- Department of Pharmacy Practice, College of Pharmacy and Health Sciences, Western New England University, Springfeld, MA 01119, USA
- The Hunan Institute of Pharmacy Practice and Clinical Research, Changsha, Hunan 410008, China
| | - Jian Xiao
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan, China 410008
- National Medical Center for Geriatrics, Xiangya Hospital, Central South University, Laboratory for Rational and Safe Use of Elderly, Changsha, Hunan, China 410008
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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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23
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Bengaard AK, Iversen E, Kallemose T, Juul-Larsen HG, Rasmussen LJH, Dalhoff KP, Andersen O, Eugen-Olsen J, Houlind MB. Using soluble urokinase plasminogen activator receptor to stratify patients for medication review in the emergency department. Br J Clin Pharmacol 2021; 88:1679-1690. [PMID: 34242432 DOI: 10.1111/bcp.14982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 06/25/2021] [Accepted: 06/27/2021] [Indexed: 11/30/2022] Open
Abstract
AIMS To investigate whether the association between levels of medication use (including polypharmacy and potentially inappropriate medications [PIMs]) and health outcomes such as readmission and mortality is dependent on baseline soluble urokinase plasminogen activator receptor (suPAR). METHODS This registry-based cohort study included medical patients admitted to the emergency department at Copenhagen University Hospital Hvidovre, Denmark. Patients were grouped according to their admission suPAR levels: low (0-3 ng/mL), intermediate (3-6 ng/mL), or high (>6 ng/mL). Hyper-polypharmacy was defined as ≥10 prescribed medications. PIMs were identified based on the EU(7)-PIM list, and data on admissions and mortality were obtained from national registries. Risk of 90-day readmission and mortality was assessed by Cox regression analysis adjusted for sex, age and Charlson comorbidity index. Results were reported as hazard ratios within 90 days of index discharge. RESULTS In total, 26 291 patients (median age 57.3 y; 52.7% female) were included. Risk of 90-day readmission and mortality increased significantly for patients with higher suPAR or higher number of medications. Among patients with low suPAR, patients with ≥10 prescribed medications had a hazard ratio of 2.41 (95% confidence interval = 2.09-2.78) for 90-day readmission and 8.46 (95% confidence interval = 2.53-28.28) for 90-day mortality compared to patients with 0 medications. Patients with high suPAR generally had high risk of readmission and mortality, and the impact of medication use was less pronounced in this group. Similar, but weaker, association patterns were observed between suPAR and PIMs. CONCLUSION The association between levels of medication use and health outcomes is dependent on baseline suPAR.
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Affiliation(s)
- Anne Kathrine Bengaard
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,The Capital Region Pharmacy, Herlev, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Esben Iversen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Thomas Kallemose
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark
| | - Helle Gybel Juul-Larsen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark
| | - Line Jee Hartmann Rasmussen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,Department of Psychology and Neuroscience, Duke University, Durham, North Carolina, USA
| | - Kim Peder Dalhoff
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.,Department of Clinical Pharmacology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark
| | - Ove Andersen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.,Emergency Department, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark
| | - Jesper Eugen-Olsen
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark
| | - Morten Baltzer Houlind
- Department of Clinical Research, Copenhagen University Hospital - Amager and Hvidovre, Copenhagen, Denmark.,The Capital Region Pharmacy, Herlev, Denmark.,Department of Drug Design and Pharmacology, University of Copenhagen, Copenhagen, Denmark
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24
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The risk of polypharmacy and potentially inappropriate drugs in residential care dementia patients: tips from the PharE study. Aging Clin Exp Res 2021; 33:1909-1917. [PMID: 33226608 DOI: 10.1007/s40520-020-01719-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 09/16/2020] [Indexed: 02/03/2023]
Abstract
AIMS The aims of the present study, conducted in two regions of Italy, Calabria and Piedmont, were to assess the use of inappropriate drugs according to the Beers Criteria and to study the possible drug-drug interactions. METHODS Data were obtained retrospectively from 972 residential care patients between 2016 and 2018. Mean age was 82.4 ± 8.4 years, with a prevalence of women (64.8%). Activities of daily living, instrumental activities of daily living, Mini-Mental State Examination, Cumulative Illness Rating Scale, Neuropsychiatric Inventory Scale and number and kind of drugs were recorded. A classification of potential inappropriate drugs was made according to the Beers criteria. Data were collected through an Excel file able to gather the main information. In the case of suspected adverse event, Naranjo Scale was applied. The study of possible drug-drug interactions was made by Micromedex 2.0. RESULTS Functional and cognitive impairments, comorbidities and number of drugs were assessed. The bivariate relationship between number of drugs and glomerular filtration rate assessed by CKD-EPI showed that the higher was the number of drugs used, the worst was kidney function assessment (p = 0.0001). The most frequent inappropriate drugs were anticholinergic drugs, tricyclics antidepressants, long-half-life benzodiazepines, antipsychotics and proton pump inhibitors. CONCLUSIONS These data are very interesting and show the need for an accurate choice of drugs in elderly people and for starting a wise deprescribing procedure.
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25
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Chauvin P, Fustinoni S, Seematter-Bagnoud L, Herr M, Santos Eggimann B. Potentially inappropriate prescriptions: Associations with the health insurance contract and the quality of the patient-physician relationship? Health Policy 2021; 125:1146-1157. [PMID: 34266705 DOI: 10.1016/j.healthpol.2021.06.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 05/19/2021] [Accepted: 06/22/2021] [Indexed: 11/18/2022]
Abstract
CONTEXT Potentially Inappropriate Prescriptions (PIP) are often used as an indicator of potential drug overuse or misuse to limit adverse drug events in older people. OBJECTIVE To determine whether PIP exposure differs as a function of the patient's health insurance scheme and the patient-physician relationship. METHODS Our dataset was collected from two surveys delivered to two cohorts of the Swiss Lc65+ study, together with a stratified random sample of older people in the Swiss canton of Vaud. The study sample consisted of 1,595 people aged 68 years and older living in the community and reporting at least one prescription drug. Logit regression models of PIP risk were run for various categories of variables: health related, socioeconomic, health insurance scheme and patient-physician relationship. RESULTS 17% of our respondents had at least one PIP. Our results suggested that being enrolled in a health plan with restriction in the patient's choice of providers and having higher deductibles were associated with lower PIP risk. PIP risk did not differ as a function of the quality of the patient-physician relationship. CONCLUSION Our study helps to raise awareness about the organizational risk factors of PIP and, more specifically, how health insurance contracts could play a role in improving the management of drug consumption among community-dwelling older people.
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Affiliation(s)
- Pauline Chauvin
- LIRAES - EA4470, Université de Paris, Centre des Saints-Pères, 45 rue des Saints-Pères, 75006 Paris, France.
| | - Sarah Fustinoni
- Center for primary care and public health (Unisanté), University of Lausanne, Biopôle 2 SV-A, Route de la Corniche 10, 1010 Lausanne, Switzerland
| | - Laurence Seematter-Bagnoud
- Center for primary care and public health (Unisanté), University of Lausanne, Biopôle 2 SV-A, Route de la Corniche 10, 1010 Lausanne, Switzerland
| | - Marie Herr
- Université Paris-Saclay, UVSQ, Inserm,CESP, Echappement aux anti-infectieux et pharmaco-épidémiologie, 94807, Montigny-le-Bretonneux, France; Département Hospitalier d'Epidémiologie et de Santé Publique, AP-HP. Université Paris-Saclay, 2 avenue de la source de la Bièvre, 78180 Montigny-le-Bretonneux, Paris, France
| | - Brigitte Santos Eggimann
- Center for primary care and public health (Unisanté), University of Lausanne, Biopôle 2 SV-A, Route de la Corniche 10, 1010 Lausanne, Switzerland
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26
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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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Migliazza K, Bähler C, Liedtke D, Signorell A, Boes S, Blozik E. Potentially inappropriate medications and medication combinations before, during and after hospitalizations: an analysis of pathways and determinants in the Swiss healthcare setting. BMC Health Serv Res 2021; 21:522. [PMID: 34049550 PMCID: PMC8164287 DOI: 10.1186/s12913-021-06550-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 05/17/2021] [Indexed: 11/20/2022] Open
Abstract
Background A hospitalization phase represents a challenge to medication safety especially for multimorbid patients as acute medical needs might interact with pre-existing medications or evoke adverse drug effects. This project aimed to examine the prevalence and risk factors of potentially inappropriate medications (PIMs) and medication combinations (PIMCs) in the context of hospitalizations. Methods Analyses are based on claims data of patients (≥65 years) with basic mandatory health insurance at the Helsana Group, and on data from the Hirslanden Swiss Hospital Group. We assessed PIMs and PIMCs of patients who were hospitalized in 2013 at three different time points (quarter prior, during, after hospitalization). PIMs were identified using the PRISCUS list, whereas PIMCs were derived from compendium.ch. Zero-inflated Poisson regression models were applied to determine risk factors of PIMs and PIMCs. Results Throughout the observation period, more than 80% of patients had at least one PIM, ranging from 49.7% in the pre-hospitalization, 53.6% in the hospitalization to 48.2% in the post-hospitalization period. PIMCs were found in 46.6% of patients prior to hospitalization, in 21.3% during hospitalization, and in 25.0% of patients after discharge. Additional medication prescriptions compared to the preceding period and increasing age were the main risk factors, whereas managed care was associated with a decrease in PIMs and PIMCs. Conclusion We conclude that a patient’s hospitalization offers the possibility to increase medication safety. Nevertheless, the prevalence of PIMs and PIMCs is relatively high in the study population. Therefore, our results indicate a need for interventions to increase medication safety in the Swiss healthcare setting.
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Affiliation(s)
- Kevin Migliazza
- Department of Health Sciences, Helsana Group, Zürich, Switzerland.,Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Caroline Bähler
- Department of Health Sciences, Helsana Group, Zürich, Switzerland
| | | | - Andri Signorell
- Department of Health Sciences, Helsana Group, Zürich, Switzerland
| | - Stefan Boes
- Department of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland
| | - Eva Blozik
- Department of Health Sciences, Helsana Group, Zürich, Switzerland. .,Institute of Primary Care, University of Zürich, Zürich, Switzerland.
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28
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Evolution of potentially inappropriate medication use in nursing homes: Retrospective analysis of drug consumption data. Res Social Adm Pharm 2021; 17:701-706. [DOI: 10.1016/j.sapharm.2020.05.032] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 04/28/2020] [Accepted: 05/29/2020] [Indexed: 11/18/2022]
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29
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Seifert J, Fay B, Strueven NT, Schiekofer S, Wenzel-Seifert K, Haen E. [Adverse Drug Reactions in Geriatric Psychiatric Patients - Influence of Potentially Inappropriate Drugs]. PSYCHIATRISCHE PRAXIS 2021; 49:37-45. [PMID: 33773503 DOI: 10.1055/a-1394-2412] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE The purpose of this study was to examine the extent to which "potentially inappropriate drugs" (PID) are associated with an increased risk for adverse drug reactions (ADR). METHODS Data from 304 geriatric psychiatric inpatients was collected. Medical documentation was used to find indications of ADRs. Causal relationship between the ADR and the prescribed drugs was assessed by experts. RESULTS Almost 30 % of patients received ≥ 1 PID before admission to hospital, in comparison to 22 % at discharge. Increasing number of total prescriptions and the diagnosis of schizophrenia resulted in an increased risk for receiving ≥ 1 PID. Higher age and dementia were protective factors. Patients receiving ≥ 1 PID had a 5-fold increased risk of experiencing ≥ 1 ADR. Risk for an ADR increased with number of PID prescriptions. Patients treated with ≥ 1 PID had a 4-fold increased risk of experiencing severe ADRs. Risk for severe ADRs was 10-fold higher in patients treated with ≥ 2 PIDs. CONCLUSION The PRISCUS list predicts significant risk factors for the occurrence of ADRs in the geriatric psychiatric setting.
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Affiliation(s)
- Johanna Seifert
- Klinik für Psychiatrie und Psychotherapie, Bezirksklinikum Regensburg, Deutschland.,Klinik für Psychiatrie, Psychotherapie und Sozialpsychiatrie, Medizinische Hochschule Hannover, Deutschland
| | - Bianca Fay
- Klinik für Psychiatrie und Psychotherapie, Bezirksklinikum Regensburg, Deutschland
| | - Nina Theresa Strueven
- Klinik für Psychiatrie und Psychotherapie, Bezirksklinikum Regensburg, Deutschland.,Klinik für Psychiatrie und Psychotherapie, kbo-Inn-Salzach-Klinikum GmbH, Wasserburg am Inn, Deutschland
| | - Stephan Schiekofer
- Klinik für Psychiatrie und Psychotherapie, Bezirksklinikum Regensburg, Deutschland
| | | | - Ekkehard Haen
- Klinik für Psychiatrie und Psychotherapie, Bezirksklinikum Regensburg, Deutschland
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30
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Sheikh Rezaei S, Šinkovec H, Schöberl A, Rinner C, Heinze G, Wolzt M, Gall W. Utilization of potentially inappropriate medication and risk of adverse drug events among older adults with chronic renal insufficiency: a population-wide cohort study. BMC Geriatr 2021; 21:117. [PMID: 33568102 PMCID: PMC7877037 DOI: 10.1186/s12877-021-02057-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Accepted: 01/31/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The use of potentially inappropriate medication (PIM) in population of older adults may result in adverse drug events (ADE) already after short term exposure, especially when it is prescribed to patients with chronic kidney disease (CKD). In order to limit ADE in the treatment of older adults PIM lists have been constructed as a source of information for healthcare professionals. The aim of this study was to estimate the utilization of PIM and incidence of ADE in older adults (≥70 years) with CKD. METHODS We conducted a retrospective population-wide cohort study including patients from Lower Austria who were 70 years or older and diagnosed with CKD in the period from 2008 to 2011. Utilization of PIM was estimated from prescriptions filled by target population. We estimated risks of hospitalization due to ADE within 30 days after incident PIM prescription and compared them to a PIM-free control group by using marginal structural models (MSM). RESULTS We identified 11,547 patients (women: 50.6%, median age in 2008: 78 years) who fulfilled the inclusion criteria. In total 24.7 and 8.1% of all prescriptions from that period contained a medication with a substance listed in the EU (7)-PIM and AT-PIM list, respectively. Proton pump inhibitors and Ginkgo biloba were the most often prescribed PIMs in this population. 94.6 and 79.3% patients filled at least one EU(7)-PIM and AT-PIM prescription, respectively. Despite the relatively high utilization of PIM there was only a low incidence of clinically relevant ADE. No event type exceeded the threshold level of 1% in the analysis of risks of ADE after filling a prescription for PIM. Nevertheless, MSM analysis showed an increased risk for 11 drugs and reduced risk for 4 drugs. CONCLUSIONS PIM prescription was common among older adults with CKD, however, only a small number of these drugs eventually led to hospitalization due to ADE within 30 days after incident PIM was filled. In the absence of a clinically important PIM-related increase in risk, an assessment of potential ADE severity to a PIM list by using a warning score system seems prudent.
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Affiliation(s)
- Safoura Sheikh Rezaei
- Department of Clinical Pharmacology, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria
| | - Hana Šinkovec
- Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria.
| | - Alexander Schöberl
- Section for Medical Information Management, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria
| | - Christoph Rinner
- Section for Medical Information Management, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria
| | - Georg Heinze
- Section for Clinical Biometrics, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria
| | - Michael Wolzt
- Department of Clinical Pharmacology, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria
| | - Walter Gall
- Section for Medical Information Management, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Spitalgasse 23, 1090, Vienna, Austria
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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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Guillot J, Maumus-Robert S, Marceron A, Noize P, Pariente A, Bezin J. The Burden of Potentially Inappropriate Medications in Chronic Polypharmacy. J Clin Med 2020; 9:jcm9113728. [PMID: 33233595 PMCID: PMC7699788 DOI: 10.3390/jcm9113728] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 11/14/2020] [Accepted: 11/17/2020] [Indexed: 12/11/2022] Open
Abstract
We aimed to describe the burden represented by potentially inappropriate medications (PIMs) in chronic polypharmacy in France. We conducted a nationwide cross-sectional study using data from the French National Insurance databases. The study period was from 1 January 2016 to 31 December 2016. Chronic drug use was defined as uninterrupted daily use lasting ≥6 months. Chronic polypharmacy was defined as the chronic use of ≥5 medications, and chronic hyperpolypharmacy as the chronic use of ≥10 medications. For individuals aged ≥65 (older adults), PIMs were defined according to the Beers and Laroche lists, and for individuals aged 45-64 years (middle-aged) PIMs were defined according to the PROMPT (Prescribing Optimally in Middle-aged People's Treatments) list. Among individuals with chronic polypharmacy, 4009 (46.2%) middle-aged and 18,036 (64.8%) older adults had at least one chronic PIM. Among individuals with chronic hyperpolypharmacy, these figures were, respectively, 570 (75.0%) and 2544 (88.7%). The most frequent chronic PIM were proton pump inhibitors (43.4% of older adults with chronic polypharmacy), short-acting benzodiazepines (older adults: 13.7%; middle-aged: 16.1%), hypnotics (6.1%; 7.4%), and long-acting sulfonylureas (3.9%; 12.3%). The burden of chronic PIM appeared to be very high in our study, concerning almost half of middle-aged adults and two-thirds of older adults with chronic polypharmacy. Deprescribing interventions in polypharmacy should primarily target proton pump inhibitors and hypnotics.
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Affiliation(s)
- Jordan Guillot
- INSERM U1219, Bordeaux Population Health, Team Pharmacoepidemiology, University of Bordeaux, F-33000 Bordeaux, France; (S.M.-R.); (P.N.); (A.P.); (J.B.)
- Service de Pharmacologie Médicale, Pôle de Santé Publique, CHU de Bordeaux, 33000 Bordeaux, France;
- Correspondence:
| | - Sandy Maumus-Robert
- INSERM U1219, Bordeaux Population Health, Team Pharmacoepidemiology, University of Bordeaux, F-33000 Bordeaux, France; (S.M.-R.); (P.N.); (A.P.); (J.B.)
| | - Alexandre Marceron
- Service de Pharmacologie Médicale, Pôle de Santé Publique, CHU de Bordeaux, 33000 Bordeaux, France;
| | - Pernelle Noize
- INSERM U1219, Bordeaux Population Health, Team Pharmacoepidemiology, University of Bordeaux, F-33000 Bordeaux, France; (S.M.-R.); (P.N.); (A.P.); (J.B.)
- Service de Pharmacologie Médicale, Pôle de Santé Publique, CHU de Bordeaux, 33000 Bordeaux, France;
| | - Antoine Pariente
- INSERM U1219, Bordeaux Population Health, Team Pharmacoepidemiology, University of Bordeaux, F-33000 Bordeaux, France; (S.M.-R.); (P.N.); (A.P.); (J.B.)
- Service de Pharmacologie Médicale, Pôle de Santé Publique, CHU de Bordeaux, 33000 Bordeaux, France;
| | - Julien Bezin
- INSERM U1219, Bordeaux Population Health, Team Pharmacoepidemiology, University of Bordeaux, F-33000 Bordeaux, France; (S.M.-R.); (P.N.); (A.P.); (J.B.)
- Service de Pharmacologie Médicale, Pôle de Santé Publique, CHU de Bordeaux, 33000 Bordeaux, France;
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Zechmann S, Senn O, Valeri F, Essig S, Merlo C, Rosemann T, Neuner-Jehle S. Effect of a patient-centred deprescribing procedure in older multimorbid patients in Swiss primary care - A cluster-randomised clinical trial. BMC Geriatr 2020; 20:471. [PMID: 33198634 PMCID: PMC7670707 DOI: 10.1186/s12877-020-01870-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 11/03/2020] [Indexed: 12/13/2022] Open
Abstract
Background Management of patients with polypharmacy is challenging, and evidence for beneficial effects of deprescribing interventions is mixed. This study aimed to investigate whether a patient-centred deprescribing intervention of PCPs results in a reduction of polypharmacy, without increasing the number of adverse disease events and reducing the quality of life, among their older multimorbid patients. Methods This is a cluster-randomised clinical study among 46 primary care physicians (PCPs) with a 12 months follow-up. We randomised PCPs into an intervention and a control group. They recruited 128 and 206 patients if ≥60 years and taking ≥five drugs for ≥6 months. The intervention consisted of a 2-h training of PCPs, encouraging the use of a validated deprescribing-algorithm including shared-decision-making, in comparison to usual care. The primary outcome was the mean difference in the number of drugs per patient (dpp) between baseline and after 12 months. Additional outcomes focused on patient safety and quality of life (QoL) measures. Results Three hundred thirty-four patients, mean [SD] age of 76.2 [8.5] years participated. The mean difference in the number of dpp between baseline and after 12 months was 0.379 in the intervention group (8.02 and 7.64; p = 0.059) and 0.374 in the control group (8.05 and 7.68; p = 0.065). The between-group comparison showed no significant difference at all time points, except for immediately after the intervention (p = 0.002). There were no significant differences concerning patient safety nor QoL measures. Conclusion Our straight-forward and patient-centred deprescribing procedure is effective immediately after the intervention, but not after 6 and 12 months. Further research needs to determine the optimal interval of repeated deprescribing interventions for a sustainable effect on polypharmacy at mid- and long-term. Integrating SDM in the deprescribing process is a key factor for success. Trial registration Current Controlled Trials, prospectively registered ISRCTN16560559 Date assigned 31/10/2014. The Prevention of Polypharmacy in Primary Care Patients Trial (4P-RCT). Supplementary Information The online version contains supplementary material available at 10.1186/s12877-020-01870-8.
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Affiliation(s)
- Stefan Zechmann
- Institute of Primary Care, University of Zurich, University Hospital Zurich, Pestalozzistrasse 24, 8091, Zurich, Switzerland.
| | - Oliver Senn
- Institute of Primary Care, University of Zurich, University Hospital Zurich, Pestalozzistrasse 24, 8091, Zurich, Switzerland
| | - Fabio Valeri
- Institute of Primary Care, University of Zurich, University Hospital Zurich, Pestalozzistrasse 24, 8091, Zurich, Switzerland
| | - Stefan Essig
- Institute of Primary and Community Care, Lucerne, Switzerland
| | - Christoph Merlo
- Institute of Primary and Community Care, Lucerne, Switzerland
| | - Thomas Rosemann
- Institute of Primary Care, University of Zurich, University Hospital Zurich, Pestalozzistrasse 24, 8091, Zurich, Switzerland
| | - Stefan Neuner-Jehle
- Institute of Primary Care, University of Zurich, University Hospital Zurich, Pestalozzistrasse 24, 8091, Zurich, Switzerland
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López-Centeno B, Badenes-Olmedo C, Mataix-Sanjuan A, Bellón JM, Pérez-Latorre L, López JC, Benedí J, Khoo S, Marzolini C, Calvo-Alcántara MJ, Berenguer J. Potentially inappropriate medications in older adults living with HIV. HIV Med 2020; 21:541-546. [PMID: 32516849 DOI: 10.1111/hiv.12883] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/04/2020] [Indexed: 12/17/2022]
Abstract
OBJECTIVES We assessed the prevalence of potentially inappropriate medication (PIM) among older (≥ 65 years) people living with HIV (O-PLWH) in the region of Madrid. METHODS We analysed the dispensation registry of community and hospital pharmacies from the Madrid Regional Health Service (SERMAS) for the period between 1 January and 30 June 2017, looking specifically at PIMs according to the 2019 Beers criteria. Co-medications were classified according to the Anatomical Therapeutic Chemical (ATC) classification system. RESULTS A total of 6 636 451 individuals received medications. Of these individuals, 22 945 received antiretrovirals (ARVs), and of these 1292 were O-PLWH. Overall, 1135 (87.8%) O-PLWH were taking at least one co-medication, and polypharmacy (at least five co-medications) was observed in 852 individuals (65.9%). A PIM was identified in 482 (37.3%) O-PLWH. Factors independently associated with PIM were polypharmacy [adjusted odds ratio (aOR) 7.08; 95% confidence interval (CI) 5.16-9.72] and female sex (aOR 1.75; 95% CI 1.30-2.35). The distribution of PIMs according to ATC drug class were nervous system drugs (n = 369; 28.6%), musculoskeletal system drugs (n = 140; 10.8%), gastrointestinal and metabolism drugs (n = 72; 5.6%), cardiovascular drugs (n = 61; 4.7%), respiratory system drugs (n = 13; 1.0%), antineoplastic and immunomodulating drugs (n = 10; 0.8%), and systemic anti-infectives (n = 2; 0.2%). Five drugs accounted for 84.8% of the 482O PLWH with PIMs: lorazepam (38.2%), ibuprofen (18.0%), diazepam (10.2%), metoclopramide (9.9%), and zolpidem (8.5%). CONCLUSIONS Prescription of PIMs is highly prevalent in O-PLWH. Consistent with data in uninfected elderly people, the most frequently observed PIMs were benzodiazepines and nonsteroidal anti-inflammatory drugs . Targeted interventions are warranted to reduce inappropriate prescribing and polypharmacy in this vulnerable population.
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Affiliation(s)
- B López-Centeno
- Directorate for Pharmacy and Health Products, Madrid Regional Health Service (SERMAS), Madrid, Spain
| | - C Badenes-Olmedo
- Ontology Engineering Group (OEG), School of Telecommunications and System Engineering, Polytechnic University of Madrid (UPM), Madrid, Spain
| | - A Mataix-Sanjuan
- Directorate for Pharmacy and Health Products, Madrid Regional Health Service (SERMAS), Madrid, Spain
| | - J M Bellón
- Gregorio Marañón General Hospital, Institute of Health Research Gregorio Marañón (IiSGM), Madrid, Spain
| | - L Pérez-Latorre
- Gregorio Marañón General Hospital, Institute of Health Research Gregorio Marañón (IiSGM), Madrid, Spain
| | - J C López
- Gregorio Marañón General Hospital, Institute of Health Research Gregorio Marañón (IiSGM), Madrid, Spain
| | - J Benedí
- Department of Pharmacology, Faculty of Pharmacy, Complutense Universtiy (UCM), Madrid, Spain
| | - S Khoo
- Department of Pharmacology, University of Liverpool, Liverpool, UK
| | - C Marzolini
- Division of Infectious Diseases & Hospital Epidemiology, University Hospital of Basel, Basel, Switzerland
| | - M J Calvo-Alcántara
- Directorate for Pharmacy and Health Products, Madrid Regional Health Service (SERMAS), Madrid, Spain
| | - J Berenguer
- Gregorio Marañón General Hospital, Institute of Health Research Gregorio Marañón (IiSGM), Madrid, Spain
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Thiem U, Wilm S, Greiner W, Rudolf H, Trampisch HJ, Müller C, Theile G, Thürmann PA. Reduction of potentially inappropriate medication in the elderly: design of a cluster-randomised controlled trial in German primary care practices (RIME). Ther Adv Drug Saf 2020; 12:2042098620918459. [PMID: 32435445 PMCID: PMC7225783 DOI: 10.1177/2042098620918459] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Accepted: 03/09/2020] [Indexed: 12/14/2022] Open
Abstract
Background: Potentially inappropriate medication (PIM) is considered to have potentially more harmful than beneficial health effects in elderly patients. A German example for a PIM list is the PRISCUS list that has been available since 2010. PIMs are associated with an increased risk of hospitalisation and adverse health outcomes. Furthermore, drug–drug interactions (DDI) may pose additional risks to patients. It is not yet clear how numbers of PIM and DDI can be reduced in community-dwelling seniors in primary care; nor is it clear whether patients would benefit from such deprescribing. Methods: The cluster-randomised controlled study on the “Reduction of potentially Inappropriate Medication in the Elderly” (RIME study) is designed to examine whether an intervention based on the PRISCUS list can lower the proportion of community-dwelling people of ⩾70 years taking at least one PIM and/or medication inducing at least one dangerous DDI. The intervention consists of professional education and training on the reduction of PIM and DDI, and will be offered to either general practitioners (GPs) alone or GPs and their office staff in the experimental study arm. The control group will be offered professional education and training on more general issues of prescribing in the elderly, not specifically addressing PIM or DDI. The primary endpoint is the difference in the proportion of patients with at least one PIM or DDI between the start of the study and study closure after 12 months as compared between intervention and control group. Secondary endpoints include overall mortality, number of hospitalisations during the course of the study, quality of life and costs. Secondary analyses will be explorative, with the cluster randomisation being factored in. Discussion: The RIME study will contribute to answering the question of whether an intervention based on the PRISCUS list can reduce the proportion of community-dwelling seniors aged ⩾70 years with at least one PIM and/or DDI, and whether this will result in positive health effects, for example, as regards hospitalisations. Trial registration The Study has been registered in the German Clinical Trials Register (DRKS) under the number DRKS00003610.
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Affiliation(s)
- Ulrich Thiem
- Department of Medical Informatics, Biometry and Epidemiology, University of Bochum, Bochum, Germany
| | - Stefan Wilm
- Institute of General Practice, University of Düsseldorf, Düsseldorf, Germany
| | - Wolfgang Greiner
- Department of Health Economics and Health Care Management, Bielefeld University, Bielefeld, Germany
| | - Henrik Rudolf
- Department of Medical Informatics, Biometry and Epidemiology, Ruhr University Bochum, Bochum, Universitaetsstrasse 150, Bochum, 44801, Germany
| | - Hans-Joachim Trampisch
- Department of Medical Informatics, Biometry and Epidemiology, University of Bochum, Bochum, Germany
| | - Christiane Müller
- Department of General Practice, University Medical Centre Goettingen, Germany
| | | | - Petra A Thürmann
- Department of Clinical Pharmacology, School of Medicine, Faculty of Health, Witten/Herdecke University, Witten, Germany
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Medication as a risk factor for hospitalization due to heart failure and shock: a series of case-crossover studies in Swiss claims data. Eur J Clin Pharmacol 2020; 76:979-989. [PMID: 32270213 PMCID: PMC7306029 DOI: 10.1007/s00228-020-02835-x] [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: 09/24/2019] [Accepted: 01/20/2020] [Indexed: 01/06/2023]
Abstract
Purpose Heart failure is among the leading causes for hospitalization in Europe. In this study, we evaluate potential precipitating factors for hospitalization for heart failure and shock. Methods Using Swiss claims data (2014–2015), we evaluated the association between hospitalization for heart failure and shock, and prescription of oral potassium supplements, non-steroidal anti-inflammatory drugs (NSAIDs), and amoxicillin/clavulanic acid. We conducted case-crossover analyses, where exposure was compared for the hazard period and the primary control period (e.g., 1–30 days before hospitalization vs. 31–60 days, respectively). Conditional logistic regression was applied and subsequently adjusted for addressing potential confounding by disease progression. Sensitivity analyses were conducted and stratification for co-medication was performed. Results We identified 2185 patients hospitalized with heart failure or shock. Prescription of potassium supplements, NSAIDs, and amoxicillin/clavulanic acid was significantly associated with an increased risk for hospitalization for heart failure and shock with crude odds ratios (OR) of 2.04 for potassium (95% CI 1.24–3.36, p = 0.005, 30 days), OR 1.8 for NSAIDs (95% CI 1.39–2.33, p < 0.0001, 30 days), and OR 3.25 for amoxicillin/clavulanic acid (95% CI 2.06–5.14, p < 0.0001, 15 days), respectively. Adjustment attenuated odds ratios, while the significant positive association remained (potassium OR 1.70 (95% CI 1.01–2.86, p = 0.046), NSAIDs OR 1.50 (95% CI 1.14–1.97, p = 0.003), and amoxicillin/clavulanic acid OR 2.26 (95% CI 1.41–3.62, p = 0.001). Conclusion Prescription of potassium supplements, NSAIDs, and amoxicillin/clavulanic acid is associated with increased risk for hospitalization. Underlying conditions such as pain, electrolyte imbalances, and infections are likely contributing risk factors. Physicians may use this knowledge to better identify patients at risk and adapt patient management. Electronic supplementary material The online version of this article (10.1007/s00228-020-02835-x) contains supplementary material, which is available to authorized users.
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Toepfer S, Bolbrinker J, König M, Steinhagen-Thiessen E, Kreutz R, Demuth I. Potentially inappropriate medication in older participants of the Berlin Aging Study II (BASE-II) - Sex differences and associations with morbidity and medication use. PLoS One 2019; 14:e0226511. [PMID: 31887163 PMCID: PMC6936809 DOI: 10.1371/journal.pone.0226511] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 11/27/2019] [Indexed: 12/18/2022] Open
Abstract
Introduction Multimorbidity in advanced age and the need for drug treatment may lead to polypharmacy, while pharmacokinetic and pharmacodynamic changes may increase the risk of adverse drug events (ADEs). Objective The aim of this study was to determine the proportion of subjects using potentially inappropriate medication (PIM) in a cohort of older and predominantly healthy adults in relation to polypharmacy and morbidity. Methods Cross-sectional data were available from 1,382 study participants (median age 69 years, IQR 67–71, 51.3% females) of the Berlin Aging Study II (BASE-II). PIM was classified according to the EU(7)-PIM and German PRISCUS (representing a subset of the former) list. Polypharmacy was defined as the concomitant use of at least five drugs. A morbidity index (MI) largely based on the Charlson Index was applied to evaluate the morbidity burden. Results Overall, 24.1% of the participants were affected by polypharmacy. On average, men used 2 (IQR 1–4) and women 3 drugs (IQR 1–5). According to PRISCUS and EU(7)-PIM, 5.9% and 22.6% of participants received at least one PIM, while use was significantly more prevalent in females (25.5%) compared to males (19.6%) considering EU(7)-PIM (p = 0.01). In addition, morbidity in males receiving PIM according to EU(7)-PIM was higher (median MI 1, IQR 1–3) compared to males without PIM use (median MI 1, IQR 0–2, p<0.001). Conclusion PIM use occurred more frequently in women than in men, while it was associated with higher morbidity in males. As expected, EU(7)-PIM identifies more subjects as PIM users than the PRISCUS list but further studies are needed to investigate the differential impact of both lists on ADEs and outcome. Key points We found PIM use to be associated with a higher number of regular medications and with increased morbidity. Additionally, we detected a higher prevalence of PIM use in females compared to males, suggesting that women and people needing intensive drug treatment are patient groups, who are particularly affected by PIM use.
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Affiliation(s)
- Sarah Toepfer
- Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Lipid Clinic at the Interdisciplinary Metabolism Center, Berlin, Germany
| | - Juliane Bolbrinker
- Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institut für Klinische Pharmakologie und Toxikologie, Berlin, Germany
| | - Maximilian König
- Medizinische Klinik mit Schwerpunkt Nephrologie und Internistische Intensivmedizin, Charité-Universitätsmedizin, Berlin, Germany
| | - Elisabeth Steinhagen-Thiessen
- Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Lipid Clinic at the Interdisciplinary Metabolism Center, Berlin, Germany
| | - Reinhold Kreutz
- Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institut für Klinische Pharmakologie und Toxikologie, Berlin, Germany
| | - Ilja Demuth
- Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Lipid Clinic at the Interdisciplinary Metabolism Center, Berlin, Germany
- Berlin Insitute of Health Center for Regenerative Therapies”oder ausführlicher „Charité—Universitätsmedizin Berlin, BCRT—Berlin Institute of Health Center for Regenerative Therapies, Berlin, Germany
- * E-mail:
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Schnegg D, Senn N, Bugnon O, Schwarz J, Mueller Y. Drug Prescription in Older Swiss Men and Women Followed in Family Medicine. Drugs Real World Outcomes 2019; 7:87-95. [PMID: 31845213 PMCID: PMC7060976 DOI: 10.1007/s40801-019-00175-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND We sought to estimate the prevalence of polypharmacy, the most prevalent drug classes involved, and the prevalence and type of potentially inappropriate prescribing among older male and female patients in family medicine. METHODS We conducted a secondary analysis of baseline data from a pragmatic cluster-randomised trial on the efficacy of a screening and management tool for geriatric syndromes among older community-dwelling patients (aged ≥ 75 years) included by 42 family physicians. Information on drug prescription and clinical diagnoses (International Classification of Primary Care-2nd Edition [ICPC-2] coded) were extracted manually from medical records. The prevalence of polypharmacy, defined as the use of at least five permanent oral or parenteral drugs, and of potentially inappropriate medications (PIMs), identified according to 2015 updated Beers criteria, were compared between men and women. RESULTS We included 429 patients (269 women and 160 men; mean age 82.9 and 81.8 years, respectively). Polypharmacy was found in 59.9% of them. Analgesics, antithrombotic agents and agents acting on the renin-angiotensin system were the most frequently prescribed drug categories. Three-quarters of patients (76.7%) were prescribed at least one PIM according to Beers criteria, without difference by sex/gender (p = 0.760). The most frequent PIMs were proton-pump inhibitors used for > 8 weeks, diuretics, benzodiazepines, aspirin for primary prevention, and chronic use of non-steroidal anti-inflammatory drugs. Prescription patterns markedly differed by sex/gender, but the number and patterns of inappropriate prescriptions were comparable overall. INTERPRETATION Both polypharmacy and PIMs were very common in older patients followed regularly in family medicine in Switzerland. Interestingly, most PIMs involved only a limited number of medication classes. TRIAL REGISTRATION Clinicaltrials.gov NCT02618291.
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Affiliation(s)
| | - Nicolas Senn
- Department of Family Medicine/Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Olivier Bugnon
- Department of Family Medicine/Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Joëlle Schwarz
- Department of Family Medicine/Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Yolanda Mueller
- Department of Family Medicine/Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.
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Jödicke AM, Zellweger U, Tomka IT, Neuer T, Curkovic I, Roos M, Kullak-Ublick GA, Sargsyan H, Egbring M. Prediction of health care expenditure increase: how does pharmacotherapy contribute? BMC Health Serv Res 2019; 19:953. [PMID: 31829224 PMCID: PMC6907182 DOI: 10.1186/s12913-019-4616-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 10/03/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Rising health care costs are a major public health issue. Thus, accurately predicting future costs and understanding which factors contribute to increases in health care expenditures are important. The objective of this project was to predict patients healthcare costs development in the subsequent year and to identify factors contributing to this prediction, with a particular focus on the role of pharmacotherapy. METHODS We used 2014-2015 Swiss health insurance claims data on 373'264 adult patients to classify individuals' changes in health care costs. We performed extensive feature generation and developed predictive models using logistic regression, boosted decision trees and neural networks. Based on the decision tree model, we performed a detailed feature importance analysis and subgroup analysis, with an emphasis on drug classes. RESULTS The boosted decision tree model achieved an overall accuracy of 67.6% and an area under the curve-score of 0.74; the neural network and logistic regression models performed 0.4 and 1.9% worse, respectively. Feature engineering played a key role in capturing temporal patterns in the data. The number of features was reduced from 747 to 36 with only a 0.5% loss in the accuracy. In addition to hospitalisation and outpatient physician visits, 6 drug classes and the mode of drug administration were among the most important features. Patient subgroups with a high probability of increase (up to 88%) and decrease (up to 92%) were identified. CONCLUSIONS Pharmacotherapy provides important information for predicting cost increases in the total population. Moreover, its relative importance increases in combination with other features, including health care utilisation.
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Affiliation(s)
- Annika M Jödicke
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Swiss Federal Institute of Technology Zurich (ETH Zurich), Zurich, Switzerland
| | - Urs Zellweger
- Department of Client Services & Claims, Helsana Group, Zurich, Switzerland
| | - Ivan T Tomka
- Department of Client Services & Claims, Helsana Group, Zurich, Switzerland
| | - Thomas Neuer
- EPha.ch AG, Data Science in Healthcare, Zurich, Switzerland
| | - Ivanka Curkovic
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- EPha.ch AG, Data Science in Healthcare, Zurich, Switzerland
| | - Malgorzata Roos
- EBPI, Department of Biostatistics, University of Zurich, Zurich, Switzerland
| | - Gerd A Kullak-Ublick
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Hayk Sargsyan
- EPha.ch AG, Data Science in Healthcare, Zurich, Switzerland
| | - Marco Egbring
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
- EPha.ch AG, Data Science in Healthcare, Zurich, Switzerland.
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Analysis of Potentially Inappropriate Drug Prescribing in Hospitalized Elderly Patients. SERBIAN JOURNAL OF EXPERIMENTAL AND CLINICAL RESEARCH 2019. [DOI: 10.2478/sjecr-2019-0040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Abstract
The inappropriate prescribing of drugs to patients older than 65 is one of the major problems across the world due to its association with increased morbidity, mortality and health care costs. Fortunately, it is possible to detect high percentage of potentially inappropriate prescribing in this population. The aim of this study is to evaluate the prevalence of prescribing potentially inadequate drugs according to STOPP and START criteria from 2014, in hospitalized elderly patients (≥65 years) and to detect associated factors.
The research was designed as an observational, non-therapeutic, prospective cross-sectional study, with a nested case-control study. The study was conducted at the Clinical Centre of Kragujevac, the Clinic for Internal Medicine, during the period March-May 2016. The study population consisted of patients older than 65 that were treated at different departments of the Clinic for Internal Medicine. Data were collected from hospital medical records of patients and anonymous semi-structured questionnaires. STOPP (screening tool of older people's prescriptions)/START (screening tool to alert to right treatment) criteria from 2014 were used to monitor the outcome of interest. Based on the outcome – PIM (potentially inappropriate drugs)/PPO (potential prescribing omissions), respondents were divided into groups of cases - patients to whom at least one potentially inappropriate drug determined by STOPP criteria was prescribed and those with at least one potential prescribing omission determined by START criteria. Control groups were patients without these outcomes. All investigated and control groups were age-matched. The study included a total of 109 patients. PIM was recorded in 54.13% and PPO was detected in 15.60% of patients. Potential prescribing errors in terms of a single PIM/PPO was observed in the majority of patients encompassing both observed outcomes, while the simultaneous presence of two or more of these errors was noticed in smaller number of cases. Most commonly, PIM was detected in the treatment of cardiovascular system diseases (27.12%), followed by the use of drugs that predispose falls in elderly (20.34%). Drug prescribing without a clear indication and the use of antihistamine of I generation as the first line of therapy were detected in 13.56%. Duplication of therapy, inappropriate antithrombotic/anticoagulant or endocrinology therapy was detected in 11.86%, 10.17% and 3.39%, respectively. These drugs were centrally acting antihypertensives, amiodarone as first-line therapy of arrhythmia, prescription of NSAIDs as a dual therapy or therapy without concomitant use of PPIs as a protective therapy and the use of first-generation antihistamines instead of safer and less toxic antihistamines for the older population. The most important risk factors for the occurrence of PIM were female gender (OR=3.27; 95% CI 1.01-10.64), polypharmacy (5-8 drugs used simultaneously) (OR=3.10; 95% CI 1.11-12.04) and with whom the patient lives (OR=11.26; 95% CI 1.46-86.68). Potential prescription omission was detected in the treatment of cardiovascular system diseases in 52.94%, followed by musculoskeletal (29.41%) and urogenital tract disease therapy (17.65%). Errors in drug application for central nervous system and eye therapy were detected in 5.88%. Statins and antiplatelet drugs were the most omitted drugs in patients with a history of cerebrovascular, cardiovascular or peripheral vascular disease. The main predisposing factors for PPO were: previous hospitalizations (OR=19.21; 95% CI 1.13-326.2), comorbidities (OR=4.073; 95% CI 1.71-9.7) and monthly visits of representatives of pharmaceutical companies (OR=25.05; 95% CI 1.65-381.26).
The use of STOPP/START criteria is proved to be efficient in the detection of PIM/PPO at the secondary level of health care. Full attention should always be paid to patients who are at the highest risk for inappropriate drug prescription. Doctors should make their decisions conscientiously and in line with clinical evidence, not blindly believing the pharmaceutical representatives. Unnecessary polypharmacy should be avoided. In addition, the functioning of the health care system should be improved, so that doctors are provided by optimal working conditions. In order to achieve this, it is necessary to work on education of both patients and doctors.
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Wang P, Wang Q, Li F, Bian M, Yang K. Relationship Between Potentially Inappropriate Medications And The Risk Of Hospital Readmission And Death In Hospitalized Older Patients. Clin Interv Aging 2019; 14:1871-1878. [PMID: 31806945 PMCID: PMC6839805 DOI: 10.2147/cia.s218849] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Accepted: 10/02/2019] [Indexed: 12/12/2022] Open
Abstract
Objective This study aimed to compare the prevalence of potentially inappropriate medications (PIMs) among hospitalized elderly patients using Beers and Chinese criteria and identify the correlation between PIMs and the risk of hospital readmission and death. Methods This study was conducted on geriatric patients aged ≥65 years at Beijing Fuxing Hospital between June 2015 and December 2017. The Beers criteria of 2015 and the Chinese criteria of 2017 were used to detect PIMs. Follow-ups were conducted for 12–36 months (or until patients’ death, if it came sooner). Cox proportional-hazards models were used to explore the correlations between PIM use and the risk of hospital readmission and death. Results Of 508 patients, 352 (69.3%) and 339 (66.7%) had at least one PIM identified using the Beers criteria and the Chinese criteria, respectively. Proton-pump inhibitors in the Beers criteria and clopidogrel in the Chinese criteria were the most leading PIMs. PIMs identified using the Beers criteria were a risk factor for the all-cause hospital readmission. After adjusting for age, gender, comorbidity, and so forth, PIM use was still an indicator of rehospitalization. PIM grouping defined using the Chinese criteria was not associated with hospital readmission. PIM grouping defined using either criteria was not associated with all-cause death. Conclusion The study showed a high prevalence of PIM use in China. PIMs defined using the Beers criteria increased the risk of hospital readmission. Clinicians should pay more attention to PIMs, carry out routine PIM assessment, and reduce adverse health outcomes in elderly patients.
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Affiliation(s)
- Peng Wang
- Department of Geriatrics, Fuxing Hospital, The Eighth Clinical Medical College, Capital Medical University, Beijing, People's Republic of China
| | - Qing Wang
- Department of Geriatrics, Fuxing Hospital, The Eighth Clinical Medical College, Capital Medical University, Beijing, People's Republic of China
| | - Fang Li
- Department of Geriatrics, Fuxing Hospital, The Eighth Clinical Medical College, Capital Medical University, Beijing, People's Republic of China
| | - Meng Bian
- Department of Pharmacy, Fuxing Hospital, The Eighth Clinical Medical College, Capital Medical University, Beijing, People's Republic of China
| | - Kun Yang
- Centre for Evidence-Based Medicine, Xuanwu Hospital Capital Medical University, Beijing, People's Republic of China
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Alyazeedi A, Fouad Algendy A, Sharabash M, Karawia A. Prevalence, Determinants And Associated Risk Of Potentially Inappropriate Prescribing For Older Adults In Qatar: A National Retrospective Study. Clin Interv Aging 2019; 14:1889-1899. [PMID: 31802859 PMCID: PMC6830364 DOI: 10.2147/cia.s222532] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 10/04/2019] [Indexed: 12/28/2022] Open
Abstract
Purpose To assess the prevalence and associated risk of potentially inappropriate prescribing (PIP) in older adults. Methods This was a national 3-year retrospective study of outpatient older adults exposed to potentially inappropriate medication (PIM) or polypharmacy. We used the Beers Criteria 2019 list to identify PIM to be avoided in older adults. We define moderate polypharmacy (MoP) and major polypharmacy (MaP) as using 6–10 or >10 chronic medications, respectively. Determinants of PIP included patients’ demographics, lab results, medications, comorbidities, and home healthcare services. We used Chi-square (for categorical variables), Unpaired t-test and ANOVA (for continuous variables as applicable) to assess the association of these determinants with PIP. Univariate followed by multivariate logistic regression models were used to get the crude and adjusted odds ratios of exposure to PIM or polypharmacy within patients who had emergency department (ED) admissions, bone fractures, falls, or constipation, compared to those who had not. Results 3537 patients were included. 62.6%, 40.4%, and 27.2% were exposed to PIM, MoP and MaP, respectively. Determinants of PIP included age, gender, ethnicity, weight, kidney function, sodium levels, hypertension, diabetes, heart failure, CAD, and home healthcare services (all with p-value < 0.05). PIM was associated with risk of ED admission, bone fracture and constipation with adjusted OR (p-values) of 1.27 (0.002), 1.33 (0.005), and 1.40 (<0.001), respectively. MoP was associated with the risk of ED admission, bone fracture, and constipation, with adjusted OR (p-values) of 1.27 (0.012), 1.34 (0.019), and 1.47 (<0.001), respectively. MaP was associated with a higher risk of ED admission, bone fracture, falls, and constipation with adjusted OR (p-values) of 1.46 (0.001), 1.59 (0.002), 1.39 (0.023), and 2.07 (<0.001), respectively. Conclusion PIP is common and is associated with an increased risk of poor clinical outcomes in older adults.
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Affiliation(s)
- Ameena Alyazeedi
- Pharmacy Department, Rumailah Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Ahmed Fouad Algendy
- Clinical Pharmacy, Geriatric Department, Rumailah Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Mohamed Sharabash
- Clinical Pharmacy, Rumailah Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Ahmed Karawia
- Pharmacy Informatics and Inventory, Rumailah Hospital, Hamad Medical Corporation, Doha, Qatar
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Livio F, Marzolini C. Prescribing issues in older adults living with HIV: thinking beyond drug-drug interactions with antiretroviral drugs. Ther Adv Drug Saf 2019; 10:2042098619880122. [PMID: 31620274 PMCID: PMC6777047 DOI: 10.1177/2042098619880122] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Affiliation(s)
- Françoise Livio
- Service of Clinical Pharmacology, Department of Laboratories, University Hospital of Lausanne, Switzerland
| | - Catia Marzolini
- Division of Infectious Diseases and Hospital Epidemiology, Departments of Medicine and Clinical Research, University Hospital of Basel and University of Basel, CH-4031 Basel, Switzerland
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Niederhauser A, Brühwiler LD, Fishman L, Schwappach DLB. [Selected safety-relevant medication processes in Swiss nursing homes: Current state of affairs and optimization potentials]. ZEITSCHRIFT FUR EVIDENZ FORTBILDUNG UND QUALITAET IM GESUNDHEITSWESEN 2019; 146:7-14. [PMID: 31375396 DOI: 10.1016/j.zefq.2019.06.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Revised: 06/05/2019] [Accepted: 06/24/2019] [Indexed: 11/30/2022]
Abstract
BACKGROUND Reducing adverse drug events in nursing homes is a central patient safety concern. The aim of this study was to assess how often selected medication processes to increase medication safety are already implemented in Swiss nursing homes and to examine how nursing homes that have not yet implemented these processes can be characterized based on their organizational features. METHODS Cross-sectional survey study among directors of nursing in Swiss nursing homes. RESULTS 420 of 1,525 invited individuals participated in the survey (response rate: 27.5 %). Of these, 65.0 % stated that regular systematic medication reviews have been provided in their institution. 9.5 % of the nursing homes use a list to identify potentially inappropriate medication, and 6.7 % of the nursing homes have a standardized process to monitor side effects of medications. 66.0 % of the participating nursing homes have implemented at least one of these three processes, 34.0 % of the participating nursing homes have not implemented any of the three processes. Statistically significant differences in process implementation were found according to the geographical location of the nursing home, the type of documentation used for medications, the physician model, the number of external general practitioners, as well as the medication supply channel and the legal obligation to cooperate with pharmacists. No differences were found with regard to the nursing home size. CONCLUSION In Swiss nursing homes, central safety-relevant medication processes have not yet been implemented nationwide. In particular, implementation is not widespread in nursing homes where medical care for their residents is provided by many different external general practitioners. The organizational features need to be taken into account to successfully implement quality improvement measures.
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Affiliation(s)
| | | | - Liat Fishman
- Stiftung für Patientensicherheit Schweiz, Zürich, Schweiz
| | - David L B Schwappach
- Stiftung für Patientensicherheit Schweiz, Zürich, Schweiz; Institut für Sozial- und Präventivmedizin (ISPM), Universität Bern, Bern, Schweiz
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Wang TC, Ku PJ, Lu HL, Hsu KC, Trezise D, Wang HY. Association between Potentially Inappropriate Medication Use and Chronic Diseases in the Elderly. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16122189. [PMID: 31226874 PMCID: PMC6616857 DOI: 10.3390/ijerph16122189] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2019] [Revised: 06/17/2019] [Accepted: 06/17/2019] [Indexed: 12/15/2022]
Abstract
Long-term continuous exposure to potentially inappropriate medications (PIMs) can lead to adverse events in the elderly. However, the effects of long-term exposure of the elderly to PIM and the relationship between PIM and chronic diseases remain unclear. The objective of this study was to investigate the continuous use of PIMs in a community-dwelling elderly population. A cross-sectional population-based study was conducted using community pharmacy–filed dispensing records from the Hcare system. Twenty-three community pharmacies were sampled from 2013 to 2015 to obtain records of patients above 65 years-old with continuous prescriptions. PIM were identified according to the 2015 Beers Criteria. The prevalence of patients using PIM was highest in patients with co-morbid mental disorders (40.05%), followed by neurological system disorders (28.91%). Patients who were prescribed a PIM were more than three times as likely to have a mental disorder as those (odds ratio 3.16, 95% confidence interval: 3.06–3.28) with non-chronic diseases. The most prescribed PIM agents were central nervous system drugs (53.16%), and benzodiazepines (35.15%). Patients with mental disorders had the highest rate of long-term persistent PIM exposure, with benzodiazepines being the most frequently dispensed. Drug safety concerns should be closely monitored in elderly patients with the abovementioned conditions.
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Affiliation(s)
- Tzu-Chueh Wang
- Department of Pharmacy, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan.
| | - Pou-Jen Ku
- Taiwan Pharmacist Association, Taipei City 10452, Taiwan.
| | - Hai-Lin Lu
- Department of Information Management, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan.
| | | | - Damien Trezise
- Department of Applied Foreign Languages, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan.
| | - Hue-Yu Wang
- Department of Pharmacy, Chia Nan University of Pharmacy and Science, Tainan City 71710, Taiwan.
- Department of Pharmacy, Chi-Mei Medical Center, Tainan City 71004, Taiwan.
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Abstract
Introduction: Combined antiretroviral therapy has transformed HIV infection into a chronic disease thus people living with HIV (PLWH) live longer. As a result, the management of HIV infection is becoming more challenging as elderly experience age-related comorbidities leading to complex polypharmacy and a higher risk for drug-drug or drug-disease interactions. Furthermore, age-related physiological changes affect pharmacokinetics and pharmacodynamics thereby predisposing elderly PLWH to incorrect dosing or inappropriate prescribing and consequently to adverse drug reactions and the subsequent risk of starting a prescribing cascade. Areas covered: This review discusses the demographics of the aging HIV population, physiological changes and their impact on drug response as well as comorbidities. Particular emphasis is placed on common prescribing issues in elderly PLWH including drug-drug interactions with antiretroviral drugs. A PubMed search was used to compile relevant publications until February 2019. Expert opinion: Prescribing issues are highly prevalent in elderly PLWH thus highlighting the need for education on geriatric prescribing principles. Adverse health outcomes potentially associated with polypharmacy and inappropriate prescribing should promote interventions to prevent harm including medication reconciliation, medication review, and medication prioritization according to the risks/benefits for a given patient. A multidisciplinary team approach is recommended for the care of elderly PLWH.
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Affiliation(s)
- Catia Marzolini
- a Division of Infectious Diseases and Hospital Epidemiology, Departments of Medicine and Clinical Research , University Hospital of Basel and University of Basel , Basel , Switzerland.,b Department of Molecular and Clinical Pharmacology , University of Liverpool , Liverpool , UK
| | - Françoise Livio
- c Service of Clinical Pharmacology, Department of Laboratories , University Hospital of Lausanne , Lausanne , Switzerland
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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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Xing XX, Zhu C, Liang HY, Wang K, Chu YQ, Zhao LB, Jiang DC, Wang YQ, Yan SY. Associations Between Potentially Inappropriate Medications and Adverse Health Outcomes in the Elderly: A Systematic Review and Meta-analysis. Ann Pharmacother 2019; 53:1005-1019. [PMID: 31129978 DOI: 10.1177/1060028019853069] [Citation(s) in RCA: 94] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background: Adverse drug outcomes in the elderly have led to the development of lists of potentially inappropriate medications (PIMs), such as the Beers criteria, and these PIMs have been studied widely; however, it is still unclear whether PIM use is predictive of adverse outcomes in older people. Objective: To qualitatively examine the associations between exposure to PIMs from the general Beers criteria and the Screening Tool of Older Persons' Prescriptions list and adverse outcomes, such as adverse drug reactions (ADRs)/adverse drug events (ADEs), hospitalization, and mortality. Methods: Specified databases were searched from inception to February 1, 2018. Two reviewers independently selected studies that met the inclusion criteria, assessed study quality, and extracted data. Data were pooled using Stata 12.0. The outcomes were ADRs/ADEs, hospitalization, and mortality. Results: A total of 33 studies met the inclusion criteria. The combined analysis revealed a statistically significant association between ADRs/hospitalizations and PIMs (odds ratio [OR] = 1.44, 95% CI = 1.33-1.56; OR = 1.27, 95% CI = 1.20-1.35), but no statistically significant association was found between mortality and PIMs (OR = 1.04; 95% CI = 0.75-1.45). It is interesting to note that the results changed when different continents/criteria were used for the analysis. Compared with the elderly individuals exposed to 1 PIM, the risk of adverse health outcomes was much higher for those who took ≥2 PIMs. Conclusion and Relevance: We recommend that clinicians avoid prescribing PIMs for older adults whenever feasible. In addition, the observed associations should be generalized to other countries with different PIM criteria with caution.
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Affiliation(s)
- Xiao Xuan Xing
- 1 Xuanwu Hospital of Capital Medical University, Beijing, P R China.,2 National Clinical Research Center for Geriatric Disorders, Beijing, P R China
| | - Chen Zhu
- 3 Zhejiang University, Hangzhou, P R China
| | - Hua Yu Liang
- 4 The Seventh Medical Center of PLA General Hospital, Beijing, P R China
| | - Ke Wang
- 1 Xuanwu Hospital of Capital Medical University, Beijing, P R China.,2 National Clinical Research Center for Geriatric Disorders, Beijing, P R China
| | - Yan Qi Chu
- 1 Xuanwu Hospital of Capital Medical University, Beijing, P R China.,2 National Clinical Research Center for Geriatric Disorders, Beijing, P R China
| | - Li Bo Zhao
- 5 Capital Medical University, Beijing, P R China
| | - De Chun Jiang
- 1 Xuanwu Hospital of Capital Medical University, Beijing, P R China.,2 National Clinical Research Center for Geriatric Disorders, Beijing, P R China
| | - Yu Qin Wang
- 1 Xuanwu Hospital of Capital Medical University, Beijing, P R China.,2 National Clinical Research Center for Geriatric Disorders, Beijing, P R China
| | - Su Ying Yan
- 1 Xuanwu Hospital of Capital Medical University, Beijing, P R China.,2 National Clinical Research Center for Geriatric Disorders, Beijing, P R China
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Barriers and enablers for deprescribing among older, multimorbid patients with polypharmacy: an explorative study from Switzerland. BMC FAMILY PRACTICE 2019; 20:64. [PMID: 31088397 PMCID: PMC6518702 DOI: 10.1186/s12875-019-0953-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Accepted: 04/29/2019] [Indexed: 02/03/2023]
Abstract
Background Polypharmacy is an increasing problem, leading to increased morbidity and mortality, especially in older, multimorbid patients. Consequently, there is a need for reduction of polypharmacy. The aim of this study was to explore attitudes, beliefs, and concerns towards deprescribing among older, multimorbid patients with polypharmacy who chose not to pursue at least one of their GP’s offers to deprescribe. Methods Exploratory study using telephone interviews among patients of a cluster-randomized study in Northern Switzerland. The interview included a qualitative part consisting of questions in five pre-defined key areas of attitudes, beliefs, and concerns about deprescribing and an open explorative question. The quantitative part consisted of a rating of pre-defined statements in these areas. Results Twenty-two of 87 older, multimorbid patients with polypharmacy, to whom their GP offered a drug change, did not pursue all offers. Nineteen of these 22 were interviewed by telephone. The 19 patients were on average 76.9 (SD 10.0) years old, 74% female, and took 8.9 (SD 2.6) drugs per day. Drugs for acid-related disorders, analgesics and anti-inflammatory drugs were the three most common drug groups where patient involvement and the shared-decision-making (SDM) process led to the joint decision to not pursue the GPs offer. Eighteen of 19 patients fully trusted their GP, 17 of 19 participated in SDM even before this study and 8 of 19 perceived polypharmacy as a substantial burden. Conservatism/inertia and fragmented medical care were the main barriers towards deprescribing. No patient felt devalued as a consequence of the deprescribing offer. Our exploratory findings were supported by patients’ ratings of predefined statements. Conclusion We identified patient involvement in deprescribing and coordination of care as key issues for deprescribing among older multimorbid patients with polypharmacy. GPs concerns regarding patients’ devaluation should not prevent them from actively discussing the reduction of drugs. Trial registration ISRCTN16560559. Electronic supplementary material The online version of this article (10.1186/s12875-019-0953-4) contains supplementary material, which is available to authorized users.
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[Which factors are associated with the use of potentially inadequate medications (PIM) in the elderly? : Results from the German health interview and examination survey (DEGS1)]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2019; 61:40-51. [PMID: 29138901 DOI: 10.1007/s00103-017-2654-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
BACKGROUND Recent studies demonstrate a relationship between the prescription of potentially inappropriate medications (PIM) for patients 65 years or older and an increased risk for adverse events, in particular hospitalisations. The RKI conducted DEGS1-Survey ("German health interview and examination survey for adults") provides a representative sample of the target population to identify determinants for PIM use. OBJECTIVE The aim of this study was to determine characteristics of older persons in Germany, who currently use PIM, and if there are subpopulations among older persons with a particularly high PIM use. METHODS Within the DEGS1-Survey a total of 175 variables regarding health and social aspects were documented from 1392 community-dwelling persons between 65 and 79 years of age, and medication intake during the last seven days was recorded. PIM drugs were identified according to the PRISCUS list. Associations between PIM use and variables recorded were evaluated by means of multivariate statistical models. RESULTS Within seven days before the survey PIM drugs were used by 13.0% (95%-CI: 10.7-15.6) of the respondents. The following factors significantly increase the risk for receiving a PIM: number of drugs taken in the last seven days; number of visits to different physician specialists during the last 12 months; sleep disorders; psychiatric condition, and diseases affecting the musculoskeletal system. The majority of PIMs were antidepressants and anxiolytics/sedatives. Elderly women with depression, sleep disorders, and a need for analgesics are particularly affected by increased PIM use. They deserve special attention in this regard.
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