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Pereira A, Veríssimo M, Ribeiro O. Influence of chronic medical conditions on older patients' willingness to deprescribe medications: a cross-sectional study. BMC Geriatr 2024; 24:315. [PMID: 38575904 PMCID: PMC10993447 DOI: 10.1186/s12877-024-04891-9] [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: 12/09/2023] [Accepted: 03/13/2024] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND Aging correlates with a heightened prevalence of chronic diseases, resulting in multimorbidity affecting 60% of those aged 65 or older. Multimorbidity often leads to polypharmacy, elevating the risk of potentially inappropriate medication (PIM) use and adverse health outcomes. To address these issues, deprescribing has emerged as a patient-centered approach that considers patients' beliefs and attitudes toward medication and reduces inappropriate polypharmacy in older adults. Our study aims to investigate whether certain chronic medical conditions are associated with older patients' willingness to deprescribe medications. METHODS A cross-sectional study enrolled 192 community-dwelling individuals aged 65 or older taking at least one regular medication. Data included demographics, clinical characteristics, and responses to the Portuguese revised Patients' Attitudes Towards Deprescribing (rPATD) questionnaire. Descriptive statistics characterized participants, while multiple binary logistic regression identified associations between chronic medical conditions and willingness to deprescribe. RESULTS Among the participants (median age: 72 years, 65.6% female), 91.6% had multimorbidity. The analysis revealed that willingness to deprescribe significantly increased with the presence of gastric disease (adjusted odds ratio [aOR] = 4.123; 95% CI 1.221, 13.915) and age (aOR = 1.121; 95% CI 1.009, 1.246). Conversely, prostatic pathology (aOR = 0.266; 95% CI 0.077, 0.916), higher scores in the rPATD appropriateness factor (aOR = 0.384; 95% CI 0.190, 0.773), and rPATD concerns about stopping factor (aOR = 0.450; 95% CI 0.229, 0.883) diminished patients' willingness to deprescribe. CONCLUSIONS This study highlights the intricate relationship between older patients' attitudes toward deprescribing and chronic medical conditions. We found that gastric disease was associated with an increased willingness to deprescribe medications, while prostate disease was associated with the opposite effect. Future research should explore how patients with specific diseases or groups of diseases perceive deprescribing of medications general and for specific medications, aiding in the development of targeted interventions.
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Affiliation(s)
- Anabela Pereira
- Centre for Health Technology and Services Research, Associate Laboratory RISE- Health Research Network (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal.
- Institute of Biomedical Sciences Abel Salazar, University of Porto, Rua de Jorge Viterbo Ferreira, 228, 4050-313, Porto, Portugal.
| | - Manuel Veríssimo
- Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Azinhaga de Santa Comba, 3000-548, Coimbra, Portugal
| | - Oscar Ribeiro
- Centre for Health Technology and Services Research, Associate Laboratory RISE- Health Research Network (CINTESIS@RISE), Department of Education and Psychology, University of Aveiro, Campus Universitário de Santiago, 3810-193, Aveiro, Portugal
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Nguyen-Soenen J, Weir KR, Jungo KT, Perrot B, Fournier JP. Does missing data matter in the revised Patients' Attitudes Towards Deprescribing questionnaire? A systematic review and two case analyses. Res Social Adm Pharm 2024; 20:296-307. [PMID: 38168621 DOI: 10.1016/j.sapharm.2023.12.010] [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: 10/26/2023] [Revised: 12/10/2023] [Accepted: 12/22/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND The revised Patients' Attitudes Towards Deprescribing (rPATD) questionnaire was developed to capture beliefs and perceptions of patients about deprescribing. In general, handling of missing data is underreported in survey studies. Underlying mechanisms related to missing data may impact the findings from survey studies. OBJECTIVES The aim of this study was to assess the missing data in studies using the rPATD questionnaire through a systematic review and datasets from two studies. METHODS First, this review updated a systematic review on the rPATD (and other versions). We searched Medline via OVID, EMBASE, Scopus, Web of Science until 31st January 2023. Missing data reporting and methods to handle them were collected. Second, data from two deprescribing studies were analyzed using three methods of missing data handling: complete case analysis, personal mean substitution, and multiple imputation. We compared the scores from each domain and the associations of the domains with two questions from the rPATD to highlight how using different methods can influence the interpretation of study findings. RESULTS We identified 49 studies: 31 (63 %) from this study and 18 (37 %) from the original systematic review. The question or domain with the most missing data could be identified in 9 studies (18.4 %). Missing data management was reported in 19 studies (38.8 %). In one case analysis, the "Burden" domain was significantly associated with the question "I would like to try stopping one of my medicines to see how I feel without it" using complete case analysis (p = 0.044) or multiple imputation (p = 0.038), but not when using personal mean substitution (p = 0.057). CONCLUSIONS Missing data and methods used to handle missing data were underreported in studies using the rPATD questionnaire. The methods should be chosen carefully as our analyses from two distinct studies suggest that they may impact the interpretation of the findings from the questionnaire.
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Affiliation(s)
- Jérôme Nguyen-Soenen
- SPHERE - UMR INSERM 1246, Nantes Université, Université de Tours, France; Département de Médecine Générale, Faculté de Médecine, Nantes Université, France.
| | - Kristie Rebecca Weir
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland; Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Katharina Tabea Jungo
- Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland; Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Center for Healthcare Delivery Sciences (C4HDS), Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Bastien Perrot
- SPHERE - UMR INSERM 1246, Nantes Université, Université de Tours, France; Direction de la recherche, Plateforme de Méthodologie et Biostatistique, CHU Nantes, Nantes, France
| | - Jean-Pascal Fournier
- SPHERE - UMR INSERM 1246, Nantes Université, Université de Tours, France; Département de Médecine Générale, Faculté de Médecine, Nantes Université, France
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Bucsa C, Onea M, Rusu A, Farcas A, Porojan M, Dumitrascu D, Iaru I, Leucuta D, Mogosan C, Reeve E, Moga D. Translation, cultural adaptation and validation of the revised patients' attitudes towards deprescribing (rPATD) questionnaire in Romanian older adults. Res Social Adm Pharm 2023; 19:1471-1479. [PMID: 37495451 DOI: 10.1016/j.sapharm.2023.07.011] [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: 05/22/2023] [Revised: 07/10/2023] [Accepted: 07/19/2023] [Indexed: 07/28/2023]
Abstract
BACKGROUND Deprescribing is part of ensuring appropriate medication use and may reduce medication-related harm. Capturing the beliefs and attitudes of patients towards deprescribing by using a validated tool may support optimizing medication use in practice. OBJECTIVES To translate, culturally adapt and validate the revised Patients' Attitudes Towards Deprescribing (rPATD) questionnaire in Romanian and to investigate the attitudes and beliefs of older adults towards deprescribing. METHODS The rPATD questionnaire was translated using forward-backward translation into Romanian and culturally adapted. The psychometric properties were evaluated in older adults ≥65 years of age. Structural validity was assessed by item load on factors using an exploratory factor analysis (EFA) which was compared to the original English version and the internal consistency by Cronbach's alpha. Construct validity was evaluated by calculating the Spearman's rank correlation coefficients between the factor scores obtained using the revised version of the Romanian rPATD and scores on the Beliefs about Medicines Questionnaire (BMQ) Specific Concerns Romanian version. Floor and ceiling effect were also examined. RESULTS We translated the questionnaire and administered it to 224 participants (median age 72 years [interquartile range: 68.0; 77.0]). In the EFA individual items loaded onto 4 factors, grouped similarly to the English version (Involvement, Burden, Appropriateness, Concerns about Stopping factors). Two items from each of the Involvement and Appropriateness factors were removed to improve factor loading and avoid cross-loading. The Cronbach's alpha values for the 4 factors ranged between 0.522 and 0.773. The scores for Burden and Concerns about Stopping factors were found to be positively correlated with BMQ Specific Concerns score. We identified a ceiling effect for one of the four factors (Involvement) and no floor effects. CONCLUSIONS The Romanian rPATD was validated in 4 factor structure similar to the original English questionnaire. The Romanian version of the questionnaire may support the health care professionals in Romania to initiate and support patient-centered deprescribing.
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Affiliation(s)
- C Bucsa
- Pharmacovigilance Research Center, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - M Onea
- Pharmacovigilance Research Center, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania.
| | - A Rusu
- Department of Diabetes and Nutrition Diseases, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - A Farcas
- Pharmacovigilance Research Center, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - M Porojan
- 2nd Department of Internal Medicine, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - D Dumitrascu
- 2nd Department of Internal Medicine, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - I Iaru
- Department of Pharmacology, Physiology and Physiopathology, Faculty of Pharmacy, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - D Leucuta
- Department of Medical Informatics and Biostatistics, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - C Mogosan
- Department of Pharmacology, Physiology and Physiopathology, Faculty of Pharmacy, "Iuliu Hatieganu" University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - E Reeve
- Monash University, Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Melbourne, VIC, Australia; University of South Australia, Quality Use of Medicines and Pharmacy Research Centre, Clinical and Health Sciences, Adelaide, SA, Australia
| | - D Moga
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Kentucky, Lexington, KY, USA; Institute for Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Kentucky, Lexington, KY, USA; Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, KY, USA; Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY, USA
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Deardorff WJ, Jing B, Growdon ME, Yaffe K, Boscardin WJ, Boockvar KS, Steinman MA. Medication misuse and overuse in community-dwelling persons with dementia. J Am Geriatr Soc 2023; 71:3086-3098. [PMID: 37272899 PMCID: PMC10592653 DOI: 10.1111/jgs.18463] [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: 02/21/2023] [Revised: 04/26/2023] [Accepted: 05/16/2023] [Indexed: 06/06/2023]
Abstract
BACKGROUND Persons with dementia (PWD) have high rates of polypharmacy. While previous studies have examined specific types of problematic medication use in PWD, we sought to characterize a broad spectrum of medication misuse and overuse among community-dwelling PWD. METHODS We included community-dwelling adults aged ≥66 in the Health and Retirement Study from 2008 to 2018 linked to Medicare and classified as having dementia using a validated algorithm. Medication usage was ascertained over the 1-year prior to an HRS interview date. Potentially problematic medications were identified by: (1) medication overuse including over-aggressive treatment of diabetes/hypertension (e.g., insulin/sulfonylurea with hemoglobin A1c < 7.5%) and medications inappropriate near end of life based on STOPPFrail and (2) medication misuse including medications that negatively affect cognition and medications from 2019 Beers and STOPP Version 2 criteria. To contextualize, we compared medication use to people without dementia through a propensity-matched cohort by age, sex, comorbidities, and interview year. We applied survey weights to make our results nationally representative. RESULTS Among 1441 PWD, median age was 84 (interquartile range = 78-89), 67% female, and 14% Black. Overall, 73% of PWD were prescribed ≥1 potentially problematic medication with a mean of 2.09 per individual in the prior year. This was notable across several domains, including 41% prescribed ≥1 medication that negatively affects cognition. Frequently problematic medications included proton pump inhibitors (PPIs), non-steroidal anti-inflammatory drugs (NSAIDs), opioids, antihypertensives, and antidiabetic agents. Problematic medication use was higher among PWD compared to those without dementia with 73% versus 67% prescribed ≥1 problematic medication (p = 0.002) and mean of 2.09 versus 1.62 (p < 0.001), respectively. CONCLUSION Community-dwelling PWD frequently receive problematic medications across multiple domains and at higher frequencies compared to those without dementia. Deprescribing efforts for PWD should focus not only on potentially harmful central nervous system-active medications but also on other classes such as PPIs and NSAIDs.
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Affiliation(s)
- W. James Deardorff
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Bocheng Jing
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Matthew E. Growdon
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Kristine Yaffe
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, California
- Department of Neurology, University of California, San Francisco, San Francisco, California
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - W. John Boscardin
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- San Francisco Veterans Affairs Medical Center, San Francisco, California
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, California
| | - Kenneth S. Boockvar
- Division of Gerontology, Geriatrics, and Palliative Care, University of Alabama, Birmingham, Alabama
| | - Michael A. Steinman
- Division of Geriatrics, University of California, San Francisco, San Francisco, California
- San Francisco Veterans Affairs Medical Center, San Francisco, California
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Kasanami Y, Yamamoto T, Miyamoto T, Matzno S, Sakakibara M, Iwaki M, Kawabata A. Characterization of Potentially Inappropriate Medications That Need Special Attention in the Elderly with Dementia by Analyzing Pharmacy Claims Data. Biol Pharm Bull 2023; 46:1699-1705. [PMID: 38044093 DOI: 10.1248/bpb.b23-00385] [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] [Indexed: 12/05/2023]
Abstract
Community pharmacists may play a key role in promoting deprescribing of potential inappropriate medications (PIMs) that are highly prevalent among community-dwelling elderly with dementia. To characterize PIMs categories that need a special attention for dementia patients, in the present study, we analyzed the anonymized pharmacy claims data of patients aged 65 years and older (n = 333869) who visited nationwide 905 community-based pharmacies of Sugi Pharmacy Co., Ltd. during December 1-31, 2019. A dementia group was defined as patients who received typical dementia medications marketed in Japan, i.e., donepezil, galantamine, memantine or rivastigmine, and a non-dementia group was defined as patients who received no such medications. After propensity score matching on the basis of patients' age, gender and home healthcare insurance usage, the data of 11486 patients in each group were subjected to logistic regression analyses, to identify PIMs categories particularly important for dementia patients. Univariate analysis indicated that the proportions of dementia patients who received 1 and 2≤ of PIMs were significantly (p < 0.001) greater than those of non-dementia patients (odds ratios were 1.35 and 1.47, respectively). Multivariate analyses identified 5 categories of PIMs that were significantly more frequently prescribed in dementia patients, i.e., 'H2 blockers,' 'drugs for overactive bladder,' 'anti-diabetes drugs' and 'sulpiride' listed as PIMs categories for non-specific cases (adjusted odds ratios (aORs): 1.29, 1.91, 1.17, and 1.38, respectively), in addition to 'antipsychotics' listed only for dementia patients (aOR: 4.29). These results provide useful information to establish strategies for pharmacist-led deprescribing of PIMs in dementia patients.
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Affiliation(s)
| | | | - Tomoyoshi Miyamoto
- Faculty of Pharmacy, Kindai University
- School of Pharmacy, Hyogo Medical University
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