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Hurley E, Dalton K, Byrne S, Foley T, Walsh E. Pharmacist-Led Deprescribing Using STOPPFrail for Frail Older Adults in Nursing Homes. J Am Med Dir Assoc 2024; 25:105122. [PMID: 38950585 DOI: 10.1016/j.jamda.2024.105122] [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: 02/21/2024] [Revised: 05/24/2024] [Accepted: 05/26/2024] [Indexed: 07/03/2024]
Abstract
OBJECTIVES To evaluate the impact of pharmacist-guided deprescribing using the STOPPFrail (Screening Tool of Older Persons' Prescriptions in Frail adults with a limited life expectancy) criteria in frail older nursing home residents. DESIGN Prospective, unblinded, non-randomized, intervention study. SETTING AND PARTICIPANTS Adults aged ≥65 years with advanced frailty resident in 6 independent nursing homes in Ireland. METHODS STOPPFrail-based deprescribing recommendations were developed by a pharmacist and presented to residents' general practitioners (GPs), who decided to implement or not. Measured outcomes included number of prescribed medications, medication costs, anticholinergic cognitive burden (ACB), drug burden index (DBI), modified medication appropriateness index (MMAI), quality of life (QoL), non-elective hospitalizations, emergency department visits, falls, and mortality were measured at baseline, post review, and at 6 months post review. RESULTS Ninety-nine residents were recruited. Most (94%) were prescribed ≥1 potentially inappropriate medication (PIM). The most frequent PIMs were medications without a clearly documented indication (29.6%) and vitamin D (16.9%). Of 348 recommendations provided to GPs, 203 (58%) were accepted and 193 (55%) were implemented. Relating to baseline, post review, and at 6 months: the mean ± standard deviation (SD) number of medications was 16.0 ± 6.1, 14.6 ± 5.7 (P < .001), and 15.4 ± 5.5 (P < .001). The monthly mean ± SD medication cost per patient was €186.8 ± 123.7, €172.7 ± 119.0 (P < .001), and €186.4 ± 121.2 (P = .95). There were significant post-review decreases in the mean DBI, ACB, and MMAI of 9.7%, 9.6%, and 3.7%, respectively (P < .001), which remained significant at 6 months (P < .001). There were no significant differences in falls, emergency department visits, non-elective hospitalizations, or QoL. CONCLUSIONS AND IMPLICATIONS STOPPFrail-guided deprescribing led by a pharmacist in nursing homes appeared to significantly reduce PIMs, medication costs (initially), and anticholinergic and sedative burdens, without adversely affecting other patient outcomes. Greater consideration should therefore be given to the wider integration of pharmacists into nursing homes to optimize the medications and health outcomes of frail older adults.
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Affiliation(s)
- Eoin Hurley
- Pharmaceutical Care Research Group, School of Pharmacy, University College Cork, Cork, Ireland.
| | - Kieran Dalton
- Pharmaceutical Care Research Group, School of Pharmacy, University College Cork, Cork, Ireland
| | - Stephen Byrne
- Pharmaceutical Care Research Group, School of Pharmacy, University College Cork, Cork, Ireland
| | - Tony Foley
- Department of General Practice, School of Medicine and Health, University College Cork, Cork, Ireland
| | - Elaine Walsh
- Department of General Practice, School of Medicine and Health, University College Cork, Cork, Ireland
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Ramos KA, de Oliveira Duarte YA, Freitas RL, Boing AC, Santos JLF, Bof de Andrade F. Effect of the use of potentially inappropriate medications on the mortality of Brazilian older adults: SABE cohort study. Geriatr Nurs 2024; 59:256-260. [PMID: 39089144 DOI: 10.1016/j.gerinurse.2024.07.004] [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: 02/22/2024] [Revised: 06/24/2024] [Accepted: 07/13/2024] [Indexed: 08/03/2024]
Abstract
OBJECTIVE Investigate the association between potentially inappropriate medication (PIM) use and the risk of death among community-dwelling older Brazilian adults. METHODS Participants from the Health, Well-Being, and Aging Cohort Study (SABE) in São Paulo, Brazil, between 2000 and 2016 were included. The dependent variable was all-cause mortality, measured as the time elapsed until death. The exposure of interest was the use of PIM according to the Beers Criteria 2019 version. All covariates, except for sex and education, were considered time-varying. RESULTS PIM use was not associated with mortality after adjusting for covariates (HR = 0.99; 95 % CI: 0.88-1.12). There was a significant interaction between PIM use and age (HR = 0.98; 95 % CI: 0.96-0.99). CONCLUSION The association between PIM use and the risk of death was moderated by age. Future studies should consider the impact of necessary medication omissions when assessing the mortality risk associated with PIM use.
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Affiliation(s)
- Karina Alves Ramos
- René Rachou Institute, Oswaldo Cruz Foundation (FIOCRUZ), Av. Augusto de Lima, 1715 - Barro Preto, Belo Horizonte, MG 30.190-002, Brazil
| | | | - Renata Lara Freitas
- René Rachou Institute, Oswaldo Cruz Foundation (FIOCRUZ), Av. Augusto de Lima, 1715 - Barro Preto, Belo Horizonte, MG 30.190-002, Brazil
| | | | | | - Fabíola Bof de Andrade
- René Rachou Institute, Oswaldo Cruz Foundation (FIOCRUZ), Av. Augusto de Lima, 1715 - Barro Preto, Belo Horizonte, MG 30.190-002, Brazil.
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Corvaisier M, Brangier A, Annweiler C, Spiesser-Robelet L. Preventable or potentially inappropriate psychotropics and adverse health outcomes in older adults: systematic review and meta-analysis. J Nutr Health Aging 2024; 28:100187. [PMID: 38341965 DOI: 10.1016/j.jnha.2024.100187] [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: 10/14/2023] [Revised: 01/31/2024] [Accepted: 01/31/2024] [Indexed: 02/13/2024]
Abstract
OBJECTIVE To systematically review and quantitatively synthetize evidence on the use of PIPs linked to adverse health outcomes in older adults. METHODS A Medline, Embase® and Opengrey libraries search was conducted from 2004 to February 2021, using the PICO model: older people, psychotropic drugs, inappropriate prescribing, and adverse drug events. Fixed-effects and random-effects meta-analysis were performed from 3 eligible studies using an inverse-variance method. RESULTS Of the 1943 originally identified abstracts, 106 met the inclusion criteria and 7 studies were included in this review. All were of good quality. The number of participants ranged from 318 to 383,150 older adults (54.5-74.4% women). Associations were found between PIPs use and decreased personal care activities of daily living (ADL), unplanned hospitalizations, falls and mortality. In the pooled analysis, association with falls was confirmed (1.23 [95%CI: 1.15;1.32]). CONCLUSIONS Participants of 65 years and older treated with PIPs were more at risk of adverse health outcomes than those using no PIPs, including greater risks of falls, functional disabilities, unplanned hospitalizations, and mortality. Results of the present systematic review and meta-analysis provide additional evidence for an appropriate and safe use of psychotropics in older adults.
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Affiliation(s)
- Mathieu Corvaisier
- UNIV ANGERS, School of Pharmacy, Health Faculty, University of Angers, 49045 Angers, France; UNIV ANGERS, EA4638, University of Angers, 49100 Angers, France; Department of Geriatric Medicine, Research Center on Autonomy and Longevity, University Hospital, 49933 Angers, France; Department of Pharmacy, Angers University Hospital, 49933 Angers, France.
| | - Antoine Brangier
- Department of Geriatric Medicine, Research Center on Autonomy and Longevity, University Hospital, 49933 Angers, France
| | - Cédric Annweiler
- UNIV ANGERS, EA4638, University of Angers, 49100 Angers, France; Department of Geriatric Medicine, Research Center on Autonomy and Longevity, University Hospital, 49933 Angers, France; UNIV ANGERS, School of Medicine, Health Faculty, University of Angers, 49045 Angers, France; Gerontopôle of Pays de la Loire, 44000 Nantes, France
| | - Laurence Spiesser-Robelet
- UNIV ANGERS, School of Pharmacy, Health Faculty, University of Angers, 49045 Angers, France; Department of Pharmacy, Angers University Hospital, 49933 Angers, France; EA 3412 Health Education and Promotion Laboratory, University of Sorbonne Paris Nord, 93017 Bobigny, France
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Tesfaye BT, Bosho DD, Dissassa GM, Tesfaye MG, Yizengaw MA. The association between healthcare expenditures and potentially inappropriate medication use in hospitalized older adults in Ethiopia. BMC Geriatr 2024; 24:65. [PMID: 38229015 PMCID: PMC10790423 DOI: 10.1186/s12877-024-04688-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Accepted: 01/09/2024] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND Evidence shows that potentially inappropriate medication (PIM) use in older adults significantly increases the utilization of healthcare resources. PIM is widely prescribed in older adults, however little is known about its association with healthcare resource utilization in Africa, particularly Ethiopia. Therefore, the primary aim of this study was to examine the presence of an association between healthcare expenditure and the frequency of PIM used. METHODS This observational study was conducted from 06 September 2021 to 30 December 2022. A total of 151 hospitalized older adult patients were included in the study. The data collection format was designed to capture relevant information. STATA V.15.0 was used for analysis. Descriptive statistics and a generalized linear model regression were conducted. Statistical significance was set at a p-value < 0.05. The findings are presented in tables, figures, and text. RESULTS The total healthcare expenditure was higher in PIM users (385,368.6 ETB) than in non-PIM users (131,267.7 ETB). The median expenditures for medical supplies (p = 0.025), investigations (p = 0.033), and total healthcare expenditure (p = 0.023) were significantly higher in patients with two and more PIMs than in those with no or one PIM. However, after model adjustment, the total healthcare expenditure was not significantly different across the frequency of PIMs used. Number of medications (adjusted B = 0.068, 95% CI: 0.035, 0.101, p < 0.001) and taking blood and blood-forming organ class of medication (adjusted B = 0.151, 95% CI: 0.005, 0.297, p = 0.042) were associated with higher total healthcare expenditure, whereas the total healthcare expenditure was significantly lower in those patients with diseases of the nervous system (adjusted B = -0.307, 95% CI: -0.502, -0.112, p = 0.002) and respiratory system (adjusted B = -0.196, 95% CI: -0.327, -0.065, p = 0.003). CONCLUSION The total healthcare expenditure is nearly three times higher in PIM users. However, its association with the frequency of PIM use was not statistically significant in the final model. Deprescribing medications after evaluating the benefit-risk ratio may help to reduce the healthcare expenditures of older adult patients. Further similar, adequately powered, comparative study is also warranted to identify the actual effect of PIM use on healthcare expenditures in the local context.
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Affiliation(s)
- Behailu Terefe Tesfaye
- Department of Clinical Pharmacy, School of Pharmacy, Faculty of Health Sciences, Institute of Health, Jimma University, Jimma, Ethiopia.
| | - Dula Dessalegn Bosho
- Department of Clinical Pharmacy, School of Pharmacy, Faculty of Health Sciences, Institute of Health, Jimma University, Jimma, Ethiopia
| | - Gashahun Mekonnen Dissassa
- Department of Internal Medicine, School of Medicine, Institute of Health, Jimma University, Jimma, Ethiopia
| | - Mikiyas Gashaw Tesfaye
- Department of Laboratory, Clinical Chemistry Unit, Jimma Medical Center, Jimma, Ethiopia
| | - Mengist Awoke Yizengaw
- Department of Clinical Pharmacy, School of Pharmacy, Faculty of Health Sciences, Institute of Health, Jimma University, Jimma, Ethiopia
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Hsu YH, Chou MY, Chang WC, Chen MT, Wang YC, Liao MC, Liang CK, Chen LK, Lin YT. Association between changes in potentially inappropriate medication use and adverse outcomes during hospitalization in older adults: A retrospective study. Arch Gerontol Geriatr 2024; 116:105139. [PMID: 37567097 DOI: 10.1016/j.archger.2023.105139] [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: 05/24/2023] [Revised: 07/12/2023] [Accepted: 07/28/2023] [Indexed: 08/13/2023]
Abstract
PURPOSE To evaluate the association between the change in the number of PIMs in older adults during hospitalization and adverse outcomes. METHODS This retrospective cohort study was conducted in the internal medicine wards of a tertiary teaching hospital between May and December 2017. 3,460 patients (77.5±8.4 years, 60.4% male) were enrolled, and 206 patients died during hospitalization. PIMs were defined using the Beers Criteria as suggested by the American Geriatrics Society. Adverse outcomes studied were functional decline (a loss in 1 or more activities of daily living from admission to discharge), prolonged length of stay (LOS) (≥14 days), and mortality. RESULTS 2258 patients (65.3%) had increasing PIMs during hospitalization. They tended to be younger (77.0±8.3 versus 78.5±8.5 years, p<0.001) and had lower numbers of PIMs at admission (0.4±0.8 versus 0.8±1.1, p<0.001). Increasing PIM use was strongly associated with greater functional decline (aOR 1.36, 95%CI 1.01-1.67, p=0.005), prolonged LOS (aOR 3.47, 95%CI 2.71-4.44, p<0.001) and higher mortality rate (aOR 2.68, 95%CI 1.75-4.12, p<0.001), even after adjusting for all covariates. We observed a strong association between adverse outcomes and increasing PIMs in older adults during hospitalization (p for trend <0.001). CONCLUSIONS Older adults with increasing PIMs during hospitalization were at greater risk for functional decline, prolonged LOS, and mortality, especially in those with three or more PIMs. Further studies are needed to better understand the complex interactions and to evaluate the effectiveness of intervention programs to lower PIM number and improve discharge outcomes for patients who had increasing PIM use during hospitalization.
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Affiliation(s)
- Ying-Hsin Hsu
- Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan; Division of Neurology, Department of Internal Medicine, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan
| | - Ming-Yueh Chou
- Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan; Center for Healthy Longevity and Aging Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan; Department of Geriatric Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei City, Taiwan
| | - Wei-Cheng Chang
- Checheng Township Public Health Center, Pingtung County, Taiwan
| | - Miao-Ting Chen
- Department of Pharmacy, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan
| | - Yu-Chun Wang
- Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan
| | - Mei-Chen Liao
- Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan
| | - Chih-Kuang Liang
- Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan; Division of Neurology, Department of Internal Medicine, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan; Center for Healthy Longevity and Aging Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan; Department of Geriatric Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei City, Taiwan.
| | - Liang-Kung Chen
- Taipei Municipal Gan-Dau Hospital, Taipei City, Taiwan; Center for Geriatrics and Gerontology, Taipei Veterans General Hospital, Taipei City, Taiwan
| | - Yu-Te Lin
- Center for Geriatrics and Gerontology, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan; Division of Neurology, Department of Internal Medicine, Kaohsiung Veterans General Hospital, Kaohsiung City, Taiwan
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Lockery JE, Collyer TA, Woods RL, Orchard SG, Murray A, Nelson MR, Stocks NP, Wolfe R, Moran C, Ernst ME. Potentially inappropriate medication use is associated with increased risk of incident disability in healthy older adults. J Am Geriatr Soc 2023; 71:2495-2505. [PMID: 37039393 PMCID: PMC10524300 DOI: 10.1111/jgs.18353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 02/12/2023] [Accepted: 03/05/2023] [Indexed: 04/12/2023]
Abstract
BACKGROUND Efforts to minimize medication risks among older adults include avoidance of potentially inappropriate medications (PIMs). However, most PIMs research has focused on older people in aged or inpatient care, creating an evidence gap for community-dwelling older adults. To address this gap, we investigated the impact of PIMs use in the ASPirin in Reducing Events in the Elderly (ASPREE) clinical trial cohort. METHODS Analysis included 19,114 community-dwelling ASPREE participants aged 70+ years (65+ if US minorities) without major cardiovascular disease, cognitive impairment, or significant physical disability. PIMs were defined according to a modified 2019 AGS Beers Criteria. Cox proportional-hazards regression models were used to estimate the association between baseline PIMs exposure and disability-free survival, death, incident dementia, disability, and hospitalization, with adjustment for sex, age, country, years of education, frailty, average gait speed, and comorbidities. RESULTS At baseline, 7396 (39% of the total) participants were prescribed at least one PIM. Compared with those unexposed, participants on a PIM at baseline were at an increased risk of persistent physical disability (adjusted hazard ratio [HR] 1.47, 95% confidence interval [CI] 1.21, 1.80) and hospitalization (adjusted HR 1.26, 95% CI 1.20, 1.32), but had similar rates of disability-free survival (adjusted HR 1.02; 95% CI 0.93, 1.13) and death (adjusted HR 0.92, 95% CI 0.81, 1.05). These effects did not vary by polypharmacy status in interaction analyses. PIMs exposure was associated with higher risk of disability followed by hospitalization (adjusted HR 1.92, 95% CI 1.25, 2.96) as well as vice versa (adjusted HR 1.54, 95% CI 1.15, 2.05). PPIs, anti-psychotics and benzodiazepines, were associated with increased risk of disability. CONCLUSIONS PIMs exposure is associated with subsequent increased risk of both incident disability and hospitalization. Increased risk of disability prior to hospitalization suggests that PIMs use may start the disability cascade in healthy older adults. Our findings emphasize the importance of caution when prescribing PIMs to older adults in otherwise good health.
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Affiliation(s)
- Jessica E Lockery
- Cancer, Ageing and Vaccines Research Group, School of Health and Biomedical Sciences, RMIT University, Bundoora, VIC, Australia
- School of Public Health & Preventive Medicine, Monash University, Melbourne VIC, Australia
| | - Taya A Collyer
- Peninsula Clinical School, Monash University, Melbourne, VIC, Australia
| | - Robyn L Woods
- School of Public Health & Preventive Medicine, Monash University, Melbourne VIC, Australia
| | - Suzanne G Orchard
- School of Public Health & Preventive Medicine, Monash University, Melbourne VIC, Australia
| | - Anne Murray
- Hennepin Healthcare Research Institute, Hennepin Healthcare, Minnesota, U.S
- Division of Geriatrics, Department of Medicine, University of Minnesota, Minnesota, U.S
| | - Mark R Nelson
- School of Public Health & Preventive Medicine, Monash University, Melbourne VIC, Australia
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Nigel P Stocks
- Discipline of General Practice, University of Adelaide, South Australia, Australia
| | - Rory Wolfe
- School of Public Health & Preventive Medicine, Monash University, Melbourne VIC, Australia
| | - Chris Moran
- School of Public Health & Preventive Medicine, Monash University, Melbourne VIC, Australia
| | - Michael E Ernst
- Department of Pharmacy Practice and Science, College of Pharmacy and Department of Family Medicine, Carver College of Medicine, The University of Iowa, Iowa City, U.S
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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: 1] [Impact Index Per Article: 1.0] [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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Ahomäki I, Böckerman P, Pehkonen J, Saastamoinen L. Effect of Information Intervention on Prescribing Practice for Neuropathic Pain in Older Patients: A Nationwide Register-Based Study. Drugs Aging 2023; 40:81-88. [PMID: 36633822 PMCID: PMC9883359 DOI: 10.1007/s40266-022-00993-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/29/2022] [Indexed: 01/13/2023]
Abstract
INTRODUCTION Management of prescription medicines is challenging for older patients due to frail health and the prevalence of multiple chronic conditions. A salient policy challenge of prescribing practices is that all physicians are not well informed about the national clinical guidelines. A feasible policy intervention to mitigate the harms caused by Potentially Inappropriate Medications is to influence the frequency of prescribing and other prescribing attributes of the drugs by providing accurate and up-to-date information about the national clinical guidelines. OBJECTIVES The objective of this study was to examine the effect of a nationwide information intervention on physicians' prescribing practices and patients' healthcare utilization. METHODS We used a quasi-experimental research design based on difference-in-differences variation and nationwide register data on prescribers and purchasers of pregabalin, nortriptyline, and amitriptyline combinations in Finland between January 2018 and May 2019. The study included 68,914 patients and 11,432 physicians. RESULTS We found that the information letter sent to all prescribers of pregabalin, nortriptyline, or amitriptyline combinations to patients aged 75 years or older decreased the probability of prescribing of these medications. The estimated effect of - 3.3 percentage points (95% confidence interval [- 0.041, - 0.024]) corresponds to a 29% reduction compared to the baseline mean of the outcome. The filled quantity, measured in Defined Daily Doses, of pregabalin, nortriptyline, and amitriptyline combinations per month was reduced by 11.7% [- 14.5% to - 8.9%] among patients aged 75 years or older. No effect on patients' healthcare utilization was observed. CONCLUSIONS Findings of the study suggest that personal information intervention was an effective policy tool for nudging physicians to reduce prescribing of potentially inappropriate medicines, whereas the reduction in prescribing was not accompanied by improvements or adverse effects in patients' health.
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Affiliation(s)
- Iiro Ahomäki
- School of Business and Economics, University of Jyväskylä, PO Box 35, 40014, Jyvaskyla, Finland. .,The Social Insurance Institution of Finland, Helsinki, Finland.
| | - Petri Böckerman
- grid.9681.60000 0001 1013 7965School of Business and Economics, University of Jyväskylä, PO Box 35, 40014 Jyvaskyla, Finland
| | - Jaakko Pehkonen
- grid.9681.60000 0001 1013 7965School of Business and Economics, University of Jyväskylä, PO Box 35, 40014 Jyvaskyla, Finland
| | - Leena Saastamoinen
- grid.460437.20000 0001 2186 1430The Social Insurance Institution of Finland, Helsinki, Finland
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Xingwei W, Huan C, Mengting L, Lv Q, Jiaying Z, Enwu L, Jiuqun Z, Rongsheng T. A machine learning-based risk warning platform for potentially inappropriate prescriptions for elderly patients with cardiovascular disease. Front Pharmacol 2022; 13:804566. [PMID: 36034817 PMCID: PMC9402906 DOI: 10.3389/fphar.2022.804566] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 07/11/2022] [Indexed: 11/17/2022] Open
Abstract
Potentially inappropriate prescribing (PIP), including potentially inappropriate medications (PIMs) and potential prescribing omissions (PPOs), is a major risk factor for adverse drug reactions (ADRs). Establishing a risk warning model for PIP to screen high-risk patients and implementing targeted interventions would significantly reduce the occurrence of PIP and adverse drug events. Elderly patients with cardiovascular disease hospitalized at the Sichuan Provincial People’s Hospital were included in the study. Information about PIP, PIM, and PPO was obtained by reviewing patient prescriptions according to the STOPP/START criteria (2nd edition). Data were divided into a training set and test set at a ratio of 8:2. Five sampling methods, three feature screening methods, and eighteen machine learning algorithms were used to handle data and establish risk warning models. A 10-fold cross-validation method was employed for internal validation in the training set, and the bootstrap method was used for external validation in the test set. The performances were assessed by area under the receiver operating characteristic curve (AUC), and the risk warning platform was developed based on the best models. The contributions of features were interpreted using SHapley Additive ExPlanation (SHAP). A total of 404 patients were included in the study (318 [78.7%] with PIP; 112 [27.7%] with PIM; and 273 [67.6%] with PPO). After data sampling and feature selection, 15 datasets were obtained and 270 risk warning models were built based on them to predict PIP, PPO, and PIM, respectively. External validation showed that the AUCs of the best model for PIP, PPO, and PIM were 0.8341, 0.7007, and 0.7061, respectively. The results suggested that angina, number of medications, number of diseases, and age were the key factors in the PIP risk warning model. The risk warning platform was established to predict PIP, PIM, and PPO, which has acceptable accuracy, prediction performance, and potential clinical application perspective.
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Affiliation(s)
- Wu Xingwei
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, Sichuan, China
| | - Chang Huan
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Li Mengting
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Qin Lv
- Department of Pulmonary and Critical Care Medicine, Sichuan Academy of Medical Sciences and Sichuan Provincial People’s Hospital, Chengdu, China
| | - Zhang Jiaying
- Department of Western Pharmacy, Chengdu First People’s Hospital, Chengdu, China
| | - Long Enwu
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, Sichuan, China
| | - Zhu Jiuqun
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, Sichuan, China
- *Correspondence: Zhu Jiuqun, ; Tong Rongsheng,
| | - Tong Rongsheng
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People’s Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, Sichuan, China
- *Correspondence: Zhu Jiuqun, ; Tong Rongsheng,
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Lee GB, Etherton-Beer C, Hosking SM, Pasco JA, Page AT. The patterns and implications of potentially suboptimal medicine regimens among older adults: a narrative review. Ther Adv Drug Saf 2022; 13:20420986221100117. [PMID: 35814333 PMCID: PMC9260603 DOI: 10.1177/20420986221100117] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Accepted: 04/26/2022] [Indexed: 11/15/2022] Open
Abstract
In the context of an ageing population, the burden of disease and medicine use is
also expected to increase. As such, medicine safety and preventing avoidable
medicine-related harm are major public health concerns, requiring further
research. Potentially suboptimal medicine regimens is an umbrella term that
captures a range of indicators that may increase the risk of medicine-related
harm, including polypharmacy, underprescribing and high-risk prescribing, such
as prescribing potentially inappropriate medicines. This narrative review aims
to provide a background and broad overview of the patterns and implications of
potentially suboptimal medicine regimens among older adults. Original research
published between 1990 and 2021 was searched for in MEDLINE, using key search
terms including polypharmacy, inappropriate prescribing, potentially
inappropriate medication lists, medication errors, drug interactions and drug
prescriptions, along with manual checking of reference lists. The review
summarizes the prevalence, risk factors and clinical outcomes of polypharmacy,
underprescribing and potentially inappropriate medicines. A synthesis of the
evidence regarding the longitudinal patterns of polypharmacy is also provided.
With an overview of the existing literature, we highlight a number of key gaps
in the literature. Directions for future research may include a longitudinal
investigation into the risk factors and outcomes of extended polypharmacy,
research focusing on the patterns and implications of underprescribing and
studies that evaluate the applicability of tools measuring potentially
inappropriate medicines to study settings.
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Affiliation(s)
- Georgie B Lee
- Epi-Centre for Healthy Ageing, Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine, Deakin University, HERB-Building Level 3, C/- University Hospital Geelong, 285 Ryrie Street, P.O. Box 281, Geelong, VIC 3220, Australia
| | | | - Sarah M Hosking
- Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine, Deakin University, Geelong, VIC, Australia
| | - Julie A Pasco
- Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine, Deakin University, Geelong, VIC, Australia
| | - Amy T Page
- WA Centre for Health and Ageing, The University of Western Australia, Crawley, WA, Australia
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11
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Rantsi M, Pitkälä KH, Kautiainen H, Hyttinen V, Kankaanpää E. Cost-effectiveness of an educational intervention to reduce potentially inappropriate medication. Age Ageing 2022; 51:6590511. [PMID: 35604803 PMCID: PMC9126199 DOI: 10.1093/ageing/afac112] [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: 12/09/2021] [Indexed: 12/03/2022] Open
Abstract
Background Educational interventions can reduce potentially inappropriate medication (PIM) use in older people. Their effectiveness has been measured mainly as changes in PIM use. In this economic evaluation, we analyse the impact of an educational intervention in terms of costs and quality-adjusted life years (QALYs). Methods The educational intervention consisted of activating and interactive training sessions for nursing staff and consulting physicians, and was compared with treatment as usual (TAU). Participants (n = 227) in a cluster randomised trial (cRCT) were residents living permanently in assisted living facilities (n = 20 wards). For economic evaluation, participants’ healthcare service use costs and costs for the intervention were estimated for a 12 month period. Incremental cost-effectiveness ratios (ICERs) were estimated for QALYs per participant. Cost-effectiveness analysis was conducted from a healthcare perspective. A bootstrapped cost-effectiveness plane and one-way sensitivity analysis were undertaken to analyse the uncertainty surrounding the estimates. Results The educational intervention was estimated to be less costly and less effective in terms of QALYs than TAU at the 12 month follow-up [incremental costs –€1,629, confidence interval (CI) –€5,489 to €2,240; incremental effect −0.02, CI –0.06 to 0.02]. The base case ICER was >€80,000/QALY. Conclusion The educational intervention was estimated to be less costly and less effective in terms of QALYs compared with TAU, but the results are subject to some uncertainties. Reduction in PIM use or benefits in quality of life did not seem to translate into improvements in QALYs. Our findings emphasise the need for better understanding of the impact of decreasing PIM use on health outcomes.
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Affiliation(s)
- Mervi Rantsi
- Department of Health and Social Management, University of Eastern Finland, Kuopio 70211, Finland
| | - Kaisu H Pitkälä
- Department of General Practice, University of Helsinki, Helsinki 00014, Finland
| | - Hannu Kautiainen
- Department of General Practice, University of Helsinki, Helsinki 00014, Finland
| | - Virva Hyttinen
- Department of Health and Social Management, University of Eastern Finland, Kuopio 70211, Finland
| | - Eila Kankaanpää
- Department of Health and Social Management, University of Eastern Finland, Kuopio 70211, Finland
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Schiavo G, Forgerini M, Lucchetta RC, Silva GO, Mastroianni PDC. Cost of adverse drug events related to potentially inappropriate medication use: a systematic review. J Am Pharm Assoc (2003) 2022; 62:1463-1476.e14. [DOI: 10.1016/j.japh.2022.04.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 04/10/2022] [Accepted: 04/10/2022] [Indexed: 11/25/2022]
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Xingwei W, Huan C, Mengting L, Lv Q, Jiaying Z, Enwu L, Jiuqun Z, Rongsheng T. A machine learning-based risk warning platform for potentially inappropriate prescriptions for elderly patients with cardiovascular disease. Front Pharmacol 2022. [PMID: 36034817 DOI: 10.3389/fphar.2022.804566.ecollection] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/05/2023] Open
Abstract
Potentially inappropriate prescribing (PIP), including potentially inappropriate medications (PIMs) and potential prescribing omissions (PPOs), is a major risk factor for adverse drug reactions (ADRs). Establishing a risk warning model for PIP to screen high-risk patients and implementing targeted interventions would significantly reduce the occurrence of PIP and adverse drug events. Elderly patients with cardiovascular disease hospitalized at the Sichuan Provincial People's Hospital were included in the study. Information about PIP, PIM, and PPO was obtained by reviewing patient prescriptions according to the STOPP/START criteria (2nd edition). Data were divided into a training set and test set at a ratio of 8:2. Five sampling methods, three feature screening methods, and eighteen machine learning algorithms were used to handle data and establish risk warning models. A 10-fold cross-validation method was employed for internal validation in the training set, and the bootstrap method was used for external validation in the test set. The performances were assessed by area under the receiver operating characteristic curve (AUC), and the risk warning platform was developed based on the best models. The contributions of features were interpreted using SHapley Additive ExPlanation (SHAP). A total of 404 patients were included in the study (318 [78.7%] with PIP; 112 [27.7%] with PIM; and 273 [67.6%] with PPO). After data sampling and feature selection, 15 datasets were obtained and 270 risk warning models were built based on them to predict PIP, PPO, and PIM, respectively. External validation showed that the AUCs of the best model for PIP, PPO, and PIM were 0.8341, 0.7007, and 0.7061, respectively. The results suggested that angina, number of medications, number of diseases, and age were the key factors in the PIP risk warning model. The risk warning platform was established to predict PIP, PIM, and PPO, which has acceptable accuracy, prediction performance, and potential clinical application perspective.
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Affiliation(s)
- Wu Xingwei
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, Sichuan, China
| | - Chang Huan
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Li Mengting
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Qin Lv
- Department of Pulmonary and Critical Care Medicine, Sichuan Academy of Medical Sciences and Sichuan Provincial People's Hospital, Chengdu, China
| | - Zhang Jiaying
- Department of Western Pharmacy, Chengdu First People's Hospital, Chengdu, China
| | - Long Enwu
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, Sichuan, China
| | - Zhu Jiuqun
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, Sichuan, China
| | - Tong Rongsheng
- Personalized Drug Therapy Key Laboratory of Sichuan Province, Department of Pharmacy, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Chinese Academy of Sciences Sichuan Translational Medicine Research Hospital, Chengdu, Sichuan, China
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Wang W, Luo X, Zhang C, Song J, Xu D. Can Land Transfer Alleviate the Poverty of the Elderly? Evidence from Rural China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182111288. [PMID: 34769804 PMCID: PMC8582979 DOI: 10.3390/ijerph182111288] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Revised: 10/19/2021] [Accepted: 10/26/2021] [Indexed: 11/16/2022]
Abstract
This study explores the impact of farmland transfer on the multidimensional relative poverty of the elderly in rural areas to provide a reference for the study of rural land transfer in China and improve the welfare system for the elderly. Based on the China Family Panel Studies (CFPS) rural sample data in 2018, this paper uses the AF multidimensional index measurement method to assess multidimensional relative poverty in rural areas. Logit regression estimation examines the single index poverty of rural older adults transferred from rural land and the impact of multidimensional relative poverty, using the propensity score matching method (PSM) to analyze the results' robustness. The transfer of agricultural land has different impacts on the poverty of different rural elderly poverty indicators and negatively affects the comprehensive effect of rural elderly poverty. The transfer of agricultural land significantly alleviates rural elderly poverty. Reasonable and effective transfer of agricultural land, together with improved rural social security and a caring service system for the elderly, will promote the continuous operation of large-scale agricultural operations and alleviate rural elderly poverty.
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Affiliation(s)
- Wei Wang
- Department of Agriculture and Forestry Economics and Management, College of Management, Sichuan Agricultural University, 211 Huimin Rd, Chengdu 130062, China; (W.W.); (X.L.); (C.Z.)
| | - Xin Luo
- Department of Agriculture and Forestry Economics and Management, College of Management, Sichuan Agricultural University, 211 Huimin Rd, Chengdu 130062, China; (W.W.); (X.L.); (C.Z.)
| | - Chongmei Zhang
- Department of Agriculture and Forestry Economics and Management, College of Management, Sichuan Agricultural University, 211 Huimin Rd, Chengdu 130062, China; (W.W.); (X.L.); (C.Z.)
| | - Jiahao Song
- Department of Rural and Regional Development, College of Management, Sichuan Agricultural University, 211 Huimin Rd, Chengdu 130062, China
- Correspondence: (J.S.); (D.X.); Tel.: +86-189-7227-0055 (J.S.); +86-028-8629-0893 (D.X.)
| | - Dingde Xu
- Sichuan Center for Rural Development Research, College of Management, Sichuan Agricultural University, 211 Huimin Rd, Chengdu 130062, China
- Correspondence: (J.S.); (D.X.); Tel.: +86-189-7227-0055 (J.S.); +86-028-8629-0893 (D.X.)
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Tesfaye BT, Tessema MT, Yizengaw MA, Bosho DD. Potentially inappropriate medication use among older adult patients on follow-up at the chronic care clinic of a specialized teaching hospital in Ethiopia. A cross-sectional study. BMC Geriatr 2021; 21:530. [PMID: 34620116 PMCID: PMC8496040 DOI: 10.1186/s12877-021-02463-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 08/30/2021] [Indexed: 11/23/2022] Open
Abstract
Background Older adult patients are prone to potentially inappropriate medication use (PIMU); its use has been associated with multiple adverse consequences. As a result, it is crucial to determine the magnitude and factors associated with PIMU. The present study was mainly aimed to determine and assess the magnitude and predictors of potentially inappropriate medication use in older adult patients on follow-up at the chronic care clinic of Jimma medical center. Methods A retrospective cross-sectional study was conducted involving 219 patients aged 65 years and above on treatment follow-up. Data was collected using a checklist. The 2019 updated American Geriatric Society (AGS) Beers Criteria® and Screening Tool of Older People’s Potentially Inappropriate Prescriptions criteria and Screening Tool to Alert Doctors to Right Treatment (STOPP/START) criteria (version 2) were employed to assess PIMU. SPSS IBM (v22) was used for data entry and analysis. Categorical variables were described using frequency and percentage, whereas continuous variables were described using mean with standard deviation (SD) or median with interquartile range (IQR). Logistic regression was conducted to identify predictors of PIMU. Results The average number of medications prescribed per patient was 4.0 (IQR = 2.0). At least one PIMU was identified in 182 (83.1%) and 99 (45.2%) patients, based on Beers and STOPP criteria, respectively. Additionally, potential prescription omission (PPO) was observed in 24 (10.9%) patients. The risk of Beers PIMU was increased with age [AOR = 1.21, p < 0.001], hypertension [AOR = 4.17, p < 0.001], and polypharmacy [AOR = 14.10, p < 0.001], while a decrease in the risk was noted in patients with a diagnosis of ischemic stroke [AOR = 0.133, p = 0.01] and asthma [AOR = 0.03, p < 0.001]. Using STOPP criteria, hypertension [AOR = 2.10, p = 0.04], diabetes mellitus [AOR = 2.26, p = 0.04], ischemic heart disease [AOR = 2.84, p = 0.04], peripheral neuropathy [AOR = 10.61, p < 0.001], and polypharmacy [AOR = 6.10, p < 0.001] significantly increased the risk of PIMU. Conclusions Regardless of the screening tool used to assess, the present study revealed PIMU in the large proportion of the participants. Multiple medication use and certain disease condition had increased the probability of PIMU. Hence, it is imperative to use screening tools for reviewing medications prescribed in older adult patients to ensure safety of medication therapy. Supplementary Information The online version contains supplementary material available at 10.1186/s12877-021-02463-9.
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Affiliation(s)
- Behailu Terefe Tesfaye
- School of Pharmacy, Department of Clinical Pharmacy, Institute of Health, Faculty of Health Sciences, Jimma University, P.O.BOX: 378, Jimma, Ethiopia.
| | - Mihret Terefe Tessema
- School of Pharmacy, Institute of Health, Faculty of Health Sciences, Jimma University Medical Center, P.O.BOX: 378, Jimma, Ethiopia
| | - Mengist Awoke Yizengaw
- School of Pharmacy, Department of Clinical Pharmacy, Institute of Health, Faculty of Health Sciences, Jimma University, P.O.BOX: 378, Jimma, Ethiopia
| | - Dula Dessalegn Bosho
- School of Pharmacy, Department of Clinical Pharmacy, Institute of Health, Faculty of Health Sciences, Jimma University, P.O.BOX: 378, Jimma, Ethiopia
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Manias E, Kabir MZ, Maier AB. Inappropriate medications and physical function: a systematic review. Ther Adv Drug Saf 2021; 12:20420986211030371. [PMID: 34349978 PMCID: PMC8287273 DOI: 10.1177/20420986211030371] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 06/17/2021] [Indexed: 01/10/2023] Open
Abstract
Background and aims: Inappropriate medication prescription is highly prevalent in older adults and is associated with adverse health outcomes. The aim of this study was to examine the associations between potentially inappropriate medications (PIMS) and potential prescribing omissions with physical function in older adults situated in diverse environments. Methods: A systematic search was completed using the following databases: MEDLINE, CINAHL, PsycINFO, EMBASE and COCHRANE. Results were extracted from the included studies. Results: In total, 55 studies reported on 2,767,594 participants with a mean age of 77.1 years (63.5% women). Study designs comprised 26 retrospective cohort studies, 21 prospective cohort studies and 8 cross-sectional studies. Inappropriate medications in community and hospital settings were significantly associated with higher risk of falls (21 out of 30 studies), higher risk of fractures (7 out of 9 studies), impaired activities of daily living (ADL; 8 out of 10 studies) and impaired instrumental ADL (IADL) score (4 out of 6 studies). Five out of seven studies also showed that PIMs were associated with poorer physical performance comprising the Timed Up and Go test, walking speed, grip strength, time to functional recovery, functional independence and scale of functioning. Many medication classes were implicated as PIMs in falls, fractures and impairment in physical performance including antipsychotic, sedative, anti-anxiety, anticholinergic, antidiabetic, opioid and antihypertensive medications. For patients not receiving musculoskeletal medications, such as calcium, vitamin D and bisphosphonates, older adults were found to be at risk of a hospital admission for a fall or fracture. Conclusion: Inappropriate medication prescriptions are associated with impaired physical function across longitudinal and cross-sectional studies in older adults situated in diverse settings. It is important to support older people to reduce their use of inappropriate medications and prevent prescribing omissions. Plain language summary Inappropriate medications and physical function Background and aims: The use of inappropriate medications is very common in older adults and is associated with harmful health problems. The aim was to examine associations between potentially inappropriate medications and potential prescribing omissions with physical function in older adults situated in diverse environments. Methods: Library databases were examined for possible studies to include and a systematic search was completed. Relevant information was obtained from the included studies. Results: In total, 55 studies reported on 2,767,594 participants who were an average age of 77.1 years and about 6 out of 10 were women. A variety of different study designs were used. Inappropriate medication prescriptions in community and hospital settings were significantly associated with higher risk of falls (21 out of 30 studies), higher risk of fractures (7 out of 9 studies), problems with activities of daily living (ADL), such as eating, bathing, dressing, grooming, walking and toileting (8 out of 10 studies) and problems with instrumental ADL such as managing medications, house cleaning and shopping (4 out of 6 studies). Five out of seven studies also showed that inappropriate medications were associated with poorer physical performance involving the Timed Up and Go test, walking speed, grip strength, time to functional recovery, functional independence and scale of functioning. Many types of medication classes were shown to be associated with a risk of falls, fractures and problems with physical performance. Omitted medications were also associated with falls and fractures. Conclusion: Inappropriate medication prescriptions are associated with problems relating to physical function. It is important to support older people to reduce their use of inappropriate medications and prevent prescribing omissions.
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Affiliation(s)
- Elizabeth Manias
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Institute for Health Transformation, 221 Burwood Highway, Burwood, VIC 3125, Australia
| | - Md Zunayed Kabir
- Department of Medicine and Aged Care, The Royal Melbourne Hospital, The University of Melbourne, Parkville, VIC, Australia
| | - Andrea B Maier
- Department of Medicine and Aged Care, @ Age Melbourne, The Royal Melbourne Hospital, The University of Melbourne, VIC, Australia
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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: 2.3] [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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Zhang Z, Dong S, Zhang X. Effects of government cash subsidies on health risk behaviors of the rural elderly: Evidence from social pension expansions in China. Tob Induc Dis 2021; 19:16. [PMID: 33679283 PMCID: PMC7922889 DOI: 10.18332/tid/132859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 01/02/2021] [Accepted: 01/26/2021] [Indexed: 12/03/2022] Open
Abstract
INTRODUCTION There is relatively little research on the impact of government cash subsidies on health risk behaviors of the elderly in China. We thus analyzed the effect of pension subsidies on the smoking and drinking behaviors of rural elderly using a pension scheme introduced in rural China in 2009. METHODS Based on panel data from the Chinese Longitudinal Healthy Longevity Survey (CLHLS) in 2008 and 2011, a Difference-in-Differences (DID) method was applied to comprehensively analyze the impact of the new agricultural insurance on the health risk behaviors of the rural elderly. In order to solve possible sample selection biases, the Propensity Score Matching with Difference-in-Differences (PSM-DID) approach was used. RESULTS We found that the implementation of the government cash subsidies clearly promoted smoking rather than drinking behavior among rural older adults. Specifically, the government cash subsidies facilitated smokers to smoke an additional 2.9 cigarettes/day, and the impact of government cash subsidies on the average cigarettes/day among smokers was more pronounced among the male elderly, lower age elderly, higher income elderly, and elderly with intact instrumental activities of daily living (IADL). CONCLUSIONS In order to reduce the negative externalities of old-age subsidies, the government should place some restrictions on the use of cash subsidies for tobacco purchase by the elderly.
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Affiliation(s)
- Zili Zhang
- School of International Trade and Economics, University of International Business and Economics, Beijing, China
| | - Shizheng Dong
- School of International Trade and Economics, University of International Business and Economics, Beijing, China
| | - Xuanxuan Zhang
- School of International Trade and Economics, University of International Business and Economics, Beijing, China
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Kristensen RU, Jensen-Dahm C, Gasse C, Waldemar G. Declining Use of Potentially Inappropriate Medication in People with Dementia from 2000 to 2015: A Repeated Cross-Sectional Nationwide Register-Based Study. J Alzheimers Dis 2021; 79:1459-1470. [PMID: 33459711 PMCID: PMC7990423 DOI: 10.3233/jad-200627] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/30/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND Studies have shown declining use of potentially inappropriate medication (PIM), medication where risks associated with use outweigh potential benefits in older people. However, the trend in people with dementia remains unknown. OBJECTIVE To test the hypothesis that the use of PIM has decreased in people with dementia in line with the declining use in the general older population. METHODS Repeated cross-sectional register-based study of the entire Danish population aged ≥65 years (2000: N = 802,106; 2015: N = 1,056,476). PIM was identified using the Danish "Red-yellow-green list". Changes in the use of PIM were examined by calculating the annual prevalence of filling prescriptions for at least one PIM in older people with and without dementia. Characteristics of the study population were examined annually including comorbidity. RESULTS From 2000 to 2015, the prevalence of PIM use decreased from 54.7%to 43.5%in people with dementia and from 39.5%to 28.8%in people without dementia; the decrease was significant across all age groups and remained so in a sensitivity analysis where antipsychotics were removed. During the same period, comorbidity scores increased in people with and without dementia. CONCLUSION The declining use of PIM in people with dementia from 2000 to 2015 parallels the trend in the general older population. The use of PIM decreased despite increasing levels of comorbidity and was not solely attributable to the decreasing use of antipsychotics in people with dementia. However, PIM use remained more widespread in people with dementia who may be more vulnerable to the risks associated with PIM.
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Affiliation(s)
- Rachel Underlien Kristensen
- Danish Dementia Research Centre (DDRC), Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen Ø, Denmark
| | - Christina Jensen-Dahm
- Danish Dementia Research Centre (DDRC), Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen Ø, Denmark
| | - Christiane Gasse
- Department of Affective Disorders, Aarhus University Hospital, Psychiatry, Aarhus N, Denmark
- Psychosis Research Unit, Aarhus University Hospital, Psychiatry, Aarhus N, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus C, Denmark
| | - Gunhild Waldemar
- Danish Dementia Research Centre (DDRC), Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen Ø, Denmark
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Auvinen KJ, Räisänen J, Voutilainen A, Jyrkkä J, Mäntyselkä P, Lönnroos E. Interprofessional Medication Assessment has Effects on the Quality of Medication Among Home Care Patients: Randomized Controlled Intervention Study. J Am Med Dir Assoc 2020; 22:74-81. [PMID: 32893136 DOI: 10.1016/j.jamda.2020.07.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 06/29/2020] [Accepted: 07/03/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Multimorbidity and complex medications increase the risk of medication-related problems, especially in vulnerable home care patients. The objective of this study was to examine whether interprofessional medication assessment has an effect on medication quality among home care patients. DESIGN The FIMA (Finnish Interprofessional Medication Assessment) study was a randomized, controlled study comparing physician-led interprofessional medication assessment and usual care. SETTING AND PARTICIPANTS The FIMA study was conducted in home care settings in Finland. The participants were ≥65-year-old home care patients with ≥6 drugs daily, dizziness, orthostatic hypotension, or a recent fall. METHODS Primary outcome measures over the 6-month follow-up were number of drugs, drug-drug-interactions, medication-related risk loads, and use of potentially inappropriate medications (PIMs) examined by SFINX, RENBASE, PHARAO, and Meds75+ databases. The databases classified information as follows: A (no known pharmacologic or clinical basis for an increased risk), B (evidence not available/uncertain), C (moderately increased risk which may have clinical relevance), and D (high risk, best to avoid). Logistic regression adjusted for age, sex, and the baseline level of the outcome measure served as statistical methods. RESULTS The mean number of all drugs for home care patients (n = 512) was 15. The odds of drug-induced impairment of renal function (RENBASE D, P = .020) and medication-related risk loads for bleeding (PHARAO D, P = .001), anticholinergic effects (PHARAO D, P = .009), and constipation (PHARAO D, P = .003) decreased significantly in the intervention group compared with usual care. The intervention also reduced the odds of using PIMs (Meds75+ D, P = .005). There were no significant changes in drug-drug-interactions or number of drugs. CONCLUSIONS AND IMPLICATIONS FIMA intervention improved the medication quality of home care patients. Risks for renal failure, anticholinergic effects, bleeding, constipation, and the use of PIMs were reduced significantly.
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Affiliation(s)
- Kati J Auvinen
- The East Savo Hospital District, Savonlinna, Finland; Institute of Public Health and Clinical Nutrition, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.
| | - Johanna Räisänen
- Institute of Public Health and Clinical Nutrition, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Ari Voutilainen
- Institute of Public Health and Clinical Nutrition, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Johanna Jyrkkä
- Assessment of Pharmacotherapies, Finnish Medicines Agency, Kuopio, Finland
| | - Pekka Mäntyselkä
- Institute of Public Health and Clinical Nutrition, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland; Kuopio University Hospital, Primary Health Care Unit, Kuopio, Finland
| | - Eija Lönnroos
- Institute of Public Health and Clinical Nutrition, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
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Roux B, Sirois C, Simard M, Gagnon ME, Laroche ML. One-year persistence of potentially inappropriate medication use in older adults: A population-based study. Br J Clin Pharmacol 2020; 86:1062-1080. [PMID: 31916266 DOI: 10.1111/bcp.14214] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 11/25/2019] [Accepted: 12/09/2019] [Indexed: 12/30/2022] Open
Abstract
AIMS To assess the 1-year persistence of potentially inappropriate medication (PIM) use and identify associated factors in community-dwelling older adults in Quebec, Canada. METHODS A population-based cohort study was conducted using the Quebec Integrated Chronic Disease Surveillance System. Individuals insured by the public drug plan and aged ≥66 years who initiated a PIM between 1 April 2014 and 31 March 2015 were followed-up for 1 year. PIMs were identified using the 2015 Beers criteria. One-year persistence of PIM use was defined as continuous treatment with any PIM, without interruption for more than 60 days between prescriptions refills. Poisson regression models were performed to identify factors associated with 1-year persistence of any PIM. RESULTS In total, 25.1% of PIM initiators were persistent at 1 year. In non-persistent individuals, the median time to PIM discontinuation was 31 days (interquartile range 21-92). Individuals were more persistent at 1 year with antipsychotics (43.9%), long-duration sulphonylureas (40.2%), antiarrhythmics/immediate-release nifedipine (36.5%) and proton pump inhibitors (36.0%). Factors significantly associated with persistence were an increased age, being a man and having a high number of medications and chronic diseases, especially dementia, diabetes and cardiovascular diseases. CONCLUSIONS One-quarter of community-dwelling older adults are continuously exposed to PIMs. To optimize medication prescribing in the older population, further interventions are needed to limit the use of PIMs most likely to be continued, especially in individuals most at risk of being persistent and also particularly vulnerable to adverse events.
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Affiliation(s)
- Barbara Roux
- Centre of Pharmacovigilance and Pharmacoepidemiology, Department of Pharmacology-Toxicology and Centre of Pharmacovigilance, University Hospital of Limoges, Limoges, France.,INSERM UMR 1248, Faculty of Medicine, University of Limoges, Limoges, France.,Quebec National Institute of Public Health, Quebec, Canada
| | - Caroline Sirois
- Quebec National Institute of Public Health, Quebec, Canada.,Department of Social and Preventive Medicine, Faculty of Medicine, Laval University, Quebec, Canada.,Centre of Excellence on Aging of Quebec, Integrated University Health and Social Services Centres of the Capitale-Nationale, Québec, Canada
| | - Marc Simard
- Quebec National Institute of Public Health, Quebec, Canada
| | - Marie-Eve Gagnon
- Quebec National Institute of Public Health, Quebec, Canada.,Department of Social and Preventive Medicine, Faculty of Medicine, Laval University, Quebec, Canada
| | - Marie-Laure Laroche
- Centre of Pharmacovigilance and Pharmacoepidemiology, Department of Pharmacology-Toxicology and Centre of Pharmacovigilance, University Hospital of Limoges, Limoges, France.,INSERM UMR 1248, Faculty of Medicine, University of Limoges, Limoges, France
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Potentially inappropriate medications according to STOPP-J criteria and risks of hospitalization and mortality in elderly patients receiving home-based medical services. PLoS One 2019; 14:e0211947. [PMID: 30735544 PMCID: PMC6368320 DOI: 10.1371/journal.pone.0211947] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 01/24/2019] [Indexed: 12/20/2022] Open
Abstract
Background Although potentially inappropriate medications (PIMs) have been linked to poor health outcomes, country-specific PIM criteria have not been compared. Thus, we compared the identification of PIMs between the Screening Tool for Older Person’s Appropriate Prescriptions for Japanese (STOPP-J) and the 2015 American Geriatrics Society Beers Criteria in elderly patients receiving home-based medical services. Methods A 5-year prospective cohort study was conducted with 196 patients receiving home-based medical services. Data were collected using questionnaires and chart reviews and included detailed information on prescription medication. STOPP-J and the Beers Criteria were used to categorize PIM and non-PIM recipients. All-cause mortality and first hospitalization were compared using a multivariate Cox regression model. Results PIMs were detected in 132 patients (67.3%) by STOPP-J and in 141 patients (71.9%) by the Beers Criteria, and the mean numbers of PIMs were 1.3 ± 1.3 and 1.2 ± 1.1, respectively. The three most frequently prescribed STOPP-J PIMs were hypnotics (26.8%), diuretics (25.6%), and NSAIDs (12.6%), compared with proton pump inhibitors (PPIs) (29.8%), hypnotics (26%), and NSAIDs (8.1%) according to the Beers Criteria. STOPP-J PIMs were associated with all-cause mortality (HR 3.01, 95% CI 1.37–6.64) and hospitalization (HR 1.91, 95% CI 1.17–3.09); neither was associated with Beers Criteria PIMs. Using a modified Beers Criteria (excluding PPIs), PIMs were correlated with first hospitalization (HR 1.91, 95% CI 1.17–3.09). Conclusions PIMs categorized by STOPP-J are associated with hospitalization and mortality in Japanese patients receiving home-based medical services. PPIs, commonly used for acid-related diseases, do not seem to have deleterious effects on health outcomes. Country-oriented, medication-specific criteria would be of considerable clinical utility.
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