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Denig P, Stuijt PJC. Comment on: Willingness to take less medication for type 2 diabetes among older patients. J Am Geriatr Soc 2024. [PMID: 39198026 DOI: 10.1111/jgs.19175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 07/04/2024] [Accepted: 07/13/2024] [Indexed: 09/01/2024]
Affiliation(s)
- Petra Denig
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Peter J C Stuijt
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
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Denig P, Stuijt PJC. Perspectives on deprescribing in older people with type 2 diabetes and/or cardiovascular conditions: challenges from healthcare provider, patient and caregiver perspective, and interventions to support a proactive approach. Expert Rev Clin Pharmacol 2024; 17:637-654. [PMID: 39119644 DOI: 10.1080/17512433.2024.2378765] [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: 03/04/2024] [Revised: 05/24/2024] [Accepted: 07/08/2024] [Indexed: 08/10/2024]
Abstract
INTRODUCTION For people with type 2 diabetes and/or cardiovascular conditions, deprescribing of glucose-lowering, blood pressure-lowering and/or lipid-lowering medication is recommended when they age, and their health status deteriorates. So far, deprescribing rates of these so-called cardiometabolic medications are low. A review of challenges and interventions addressing these challenges in this population is pertinent. AREAS COVERED We first provide an overview of relevant deprescribing recommendations. Next, we review challenges for healthcare providers (HCPs) to deprescribe cardiometabolic medication and provide insight in the patient and caregiver perspective on deprescribing. We summarize findings from research on implementing deprescribing of cardiometabolic medication and reflect on strategies to enhance deprescribing. We have used a combination of methods to search for relevant articles. EXPERT OPINION There is a need for rigorous development and evaluation of intervention strategies aimed at proactive deprescribing of cardiometabolic medication. To address challenges at different levels, these should be multifaceted interventions. All stakeholders must become aware of the relevance of deintensifying medication in this population. Education and training for HCPs and patients should support patient-centered communication and shared decision-making. Development of procedures and tools to select eligible patients and conduct targeted medication reviews are important for implementation of deprescribing in routine care.
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Affiliation(s)
- Petra Denig
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, The Netherlands
| | - Peter J C Stuijt
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, The Netherlands
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Denig P, Stuijt PJC. Barriers and Enablers for Deprescribing Diabetes Medication. J Am Med Dir Assoc 2024; 25:105075. [PMID: 38857686 DOI: 10.1016/j.jamda.2024.105075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Accepted: 05/07/2024] [Indexed: 06/12/2024]
Affiliation(s)
- Petra Denig
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Peter J C Stuijt
- Department of Clinical Pharmacy and Pharmacology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
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Pilla SJ, Maruthur NM. Crossing the deintensification chasm for older adults with diabetes. J Am Geriatr Soc 2024; 72:1952-1954. [PMID: 38738883 PMCID: PMC11226358 DOI: 10.1111/jgs.18944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 03/25/2024] [Accepted: 04/09/2024] [Indexed: 05/14/2024]
Abstract
This editorial comments on the article by Haider et al.
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Affiliation(s)
- Scott J. Pilla
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Nisa M. Maruthur
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
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Haider S, Parker MM, Huang ES, Grant RW, Moffet HH, Laiteerapong N, Jain RK, Liu JY, Lipska KJ, Karter AJ. Willingness to take less medication for type 2 diabetes among older patients: The Diabetes & Aging Study. J Am Geriatr Soc 2024; 72:1985-1994. [PMID: 38471959 PMCID: PMC11226366 DOI: 10.1111/jgs.18870] [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: 10/20/2023] [Revised: 02/01/2024] [Accepted: 02/18/2024] [Indexed: 03/14/2024]
Abstract
BACKGROUND To examine the willingness of older patients to take less diabetes medication (de-intensify) and to identify characteristics associated with willingness to de-intensify treatment. METHODS Survey conducted in 2019 in an age-stratified, random sample of older (65-100 years) adults with diabetes on glucose-lowering medications in the Kaiser Permanente Northern California Diabetes Registry. We classified survey responses to the question: "I would be willing to take less medication for my diabetes" as willing, neutral, or unwilling to de-intensify. Willingness to de-intensify treatment was examined by several clinical characteristics, including American Diabetes Association (ADA) health status categories used for individualizing glycemic targets. Analyses were weighted to account for over-sampling of older individuals. RESULTS A total of 1337 older adults on glucose-lowering medication(s) were included (age 74.2 ± 6.0 years, 44% female, 54.4% non-Hispanic white). The proportions of participants willing, neutral, or unwilling to take less medication were 51.2%, 27.3%, and 21.5%, respectively. Proportions of willing to take less medication varied by age (65-74 years: 54.2% vs. 85+ years: 38.5%) and duration of diabetes (0-4 years: 61.0% vs. 15+ years: 44.2%), both p < 0.001. Patients on 1-2 medications were more willing to take less medication(s) compared with patients on 10+ medications (62.1% vs. 46.6%, p = 0.03). Similar proportions of willingness to take less medications were seen across ADA health status, and HbA1c. Willingness to take less medication(s) was similar across survey responses to questions about patient-clinician relationships. CONCLUSIONS Clinical guidelines suggest considering treatment de-intensification in older patients with longer duration of diabetes, yet patients with these characteristics are less likely to be willing to take less medication(s).
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Grants
- R56 AG051683 NIA NIH HHS
- P30 DK092949 NIDDK NIH HHS
- R01 AG063391 NIA NIH HHS
- R01 DK081796 NIDDK NIH HHS
- T32 DK007058 NIDDK NIH HHS
- R01 DK127961 NIDDK NIH HHS
- K24 AG069080 NIA NIH HHS
- DK007058 CLC NIH HHS
- P30-DK092924 Division of Diabetes, Endocrinology, and Metabolic Diseases
- P30-DK092949 Division of Diabetes, Endocrinology, and Metabolic Diseases
- R01-AG063391 Division of Diabetes, Endocrinology, and Metabolic Diseases
- R01-DK081796 Division of Diabetes, Endocrinology, and Metabolic Diseases
- R56-AG051683 Division of Diabetes, Endocrinology, and Metabolic Diseases
- DK007058 CLC NIH HHS
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Affiliation(s)
- Shanzay Haider
- Section of Endocrinology, Department of Medicine, Yale School of Medicine, New Haven, CT
- Department of Endocrinology, KPC Health – Hemet Global Medical Center, Hemet, CA
| | | | - Elbert S Huang
- Department of Medicine, The University of Chicago, Chicago, IL
| | | | | | | | - Rajesh K Jain
- Department of Endocrinology, Diabetes, and Metabolism, University of Chicago Medicine, Chicago, IL, USA
| | | | - Kasia J Lipska
- Section of Endocrinology, Department of Medicine, Yale School of Medicine, New Haven, CT
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Hung A, Kim YH, Pavon JM. Deprescribing in older adults with polypharmacy. BMJ 2024; 385:e074892. [PMID: 38719530 DOI: 10.1136/bmj-2023-074892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/15/2024]
Abstract
Polypharmacy is common in older adults and is associated with adverse drug events, cognitive and functional impairment, increased healthcare costs, and increased risk of frailty, falls, hospitalizations, and mortality. Many barriers exist to deprescribing, but increased efforts have been made to develop and implement deprescribing interventions that overcome them. This narrative review describes intervention components and summarizes findings from published randomized controlled trials that have tested deprescribing interventions in older adults with polypharmacy, as well as reports on ongoing trials, guidelines, and resources that can be used to facilitate deprescribing. Most interventions were medication reviews in primary care settings, and many contained components such as shared decision making and/or a focus on patient care priorities, training for healthcare professionals, patient facing education materials, and involvement of family members, representing great heterogeneity in interventions addressing polypharmacy in older adults. Just over half of study interventions were found to perform better than usual care in at least one of their primary outcomes, and most study interventions were assessed over 12 months or less.
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Affiliation(s)
- Anna Hung
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
- Duke-Margolis Center for Health Policy, Durham, NC, USA
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham VA Health Care System, Durham, NC, USA
- Co-first authors
| | - Yoon Hie Kim
- Division of Geriatrics, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
- Co-first authors
| | - Juliessa M Pavon
- Division of Geriatrics, Department of Medicine, Duke University School of Medicine, Durham, NC, USA
- Geriatrics Research, Education, and Clinical Center (GRECC) Durham VA Health Care System, Durham, NC, USA
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Pilla SJ, Jalalzai R, Tang O, Schoenborn NL, Boyd CM, Bancks MP, Mathioudakis NN, Maruthur NM. A National Survey of Physicians' Views on the Importance and Implementation of Deintensifying Diabetes Medications. J Gen Intern Med 2024; 39:992-1001. [PMID: 37940754 DOI: 10.1007/s11606-023-08506-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 10/20/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND Guidelines recommend deintensifying hypoglycemia-causing medications for older adults with diabetes whose hemoglobin A1c is below their individualized target, but this rarely occurs in practice. OBJECTIVE To understand physicians' decision-making around deintensifying diabetes treatment. DESIGN National physician survey. PARTICIPANTS US physicians in general medicine, geriatrics, or endocrinology providing outpatient diabetes care. MAIN MEASURES Physicians rated the importance of deintensifying diabetes medications for older adults with type 2 diabetes, and of switching medication classes, on 5-point Likert scales. They reported the frequency of these actions for their patients, and listed important barriers and facilitators. We evaluated the independent association between physicians' professional and practice characteristics and the importance of deintensifying and switching diabetes medications using multivariable ordered logistic regression models. KEY RESULTS There were 445 eligible respondents (response rate 37.5%). The majority of physicians viewed deintensifying (80%) and switching (92%) diabetes medications as important or very important to the care of older adults. Despite this, one-third of physicians reported deintensifying diabetes medications rarely or never. While most physicians recognized multiple reasons to deintensify, two-thirds of physicians reported barriers of short-term hyperglycemia and patient reluctance to change medications or allow higher glucose levels. In multivariable models, geriatricians rated deintensification as more important compared to other specialties (p=0.027), and endocrinologists rated switching as more important compared to other specialties (p<0.006). Physicians with fewer years in practice rated higher importance of deintensification (p<0.001) and switching (p=0.003). CONCLUSIONS While most US physicians viewed deintensifying and switching diabetes medications as important for the care of older adults, they deintensified infrequently. Physicians had ambivalence about the relative benefits and harms of deintensification and viewed it as a potential source of conflict with their patients. These factors likely contribute to clinical inertia, and studies focused on improving shared decision-making around deintensifying diabetes medications are needed.
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Affiliation(s)
- Scott J Pilla
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, MD, USA.
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Rabia Jalalzai
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Olive Tang
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Nancy L Schoenborn
- Department of Medicine, Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cynthia M Boyd
- Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Medicine, Division of Geriatric Medicine and Gerontology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael P Bancks
- Department of Epidemiology & Prevention, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Nestoras N Mathioudakis
- Department of Medicine, Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nisa M Maruthur
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
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Mellot M, Jawal L, Morel T, Fournier JP, Tubach F, Cadwallader JS, Christiaens A, Zerah L. Barriers and Enablers for Deprescribing Glucose-Lowering Treatment in Older Adults: A Systematic Review. J Am Med Dir Assoc 2024; 25:439-447.e18. [PMID: 38237904 DOI: 10.1016/j.jamda.2023.11.025] [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: 08/31/2023] [Revised: 11/21/2023] [Accepted: 11/28/2023] [Indexed: 01/27/2024]
Abstract
OBJECTIVES Overtreatment with glucose-lowering treatment (GLT) is frequent and a source of high morbidity and mortality in older adults with type 2 diabetes mellitus (T2DM). This study aimed to identify and synthesize barriers and enablers for deprescribing GLT in older adults (≥65 years) with T2DM. DESIGN Systematic review of qualitative and mixed-methods studies. SETTING AND PARTICIPANTS Older adults with T2DM, any participants [patients, health care providers (HCPs), caregivers], any settings. METHODS Two researchers (and a referred third researcher at all stages) independently screened original articles reporting qualitative and mixed-methods studies exploring barriers and enablers for deprescribing GLT in older adults published during 2010-2023, identified from MEDLINE, Embase, CINAHL, and gray literature. Quality of the included studies was assessed with the Mixed-Methods Appraisal Tool. Verbatim statements on barriers and enablers were extracted, and determinants of behaviors were identified with the Theoretical Domains Framework (TDF) version 2, and related intervention functions (targets for future interventions) were proposed according to the Behavior Change Wheel (BCW). RESULTS We identified only 4 studies from 2 countries (United States and the Netherlands), all recently published (2019-2023), that primarily reported barriers to GLT deprescribing from interviews or focus groups of patients or HCPs practicing outpatient medicine. Knowledge, fear, poor communication, inertia, and trust with HCPs were the main determinants of behaviors that influenced deprescribing, and education, training, persuasion and environmental restructuring were the main intervention functions for proposing future interventions. Studies did not cover financial aspects, physician characteristics, or caregiver and family viewpoints. CONCLUSIONS AND IMPLICATIONS The use of a behavioral theory and a validated implementation framework provided a comprehensive approach to identifying barriers and enablers for deprescribing GLT in older adults (≥65 years) with T2DM. The behavioral determinants identified may be useful in tailoring interventions to improve the implementation of GLT deprescribing in older adults in ambulatory settings.
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Affiliation(s)
- Marion Mellot
- Département de gériatrie, Assistance Publique - Hôpitaux de Paris (AP-HP), Hôpital Pitié Salpêtrière, Paris, France
| | - Lina Jawal
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique (IPLESP), Paris, France
| | - Thomas Morel
- Département de Médecine Générale, Faculté de Médecine, Nantes Université, Nantes, France
| | - Jean-Pascal Fournier
- Département de Médecine Générale, Faculté de Médecine, Nantes Université, Nantes, France; Université Tours-Nantes, INSERM, UMR U1246 SPHERE "Methods in Patient-Centered Outcomes and Health Research", Tours, France
| | - Florence Tubach
- Département de Santé Publique, Sorbonne Université, INSERM, Institut Pierre Louis d'Epidémiologie et de Santé Publique (IPLESP), Assistance Publique - Hôpitaux de Paris (AP-HP), Hôpital Pitié Salpêtrière, Centre de Pharmacoépidémiologie (Cephepi), Paris, France
| | - Jean-Sébastien Cadwallader
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique (IPLESP), Paris, France; Département de Médecine Générale, Sorbonne Université, Paris, France
| | - Antoine Christiaens
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique (IPLESP), Paris, France; Fonds de la Recherche Scientifique (FNRS), Brussels, Belgium; Clinical Pharmacy Research Group, Louvain Drug Research Institute (LDRI), Université catholique de Louvain, Brussels, Belgium
| | - Lorène Zerah
- Département de gériatrie, Assistance Publique - Hôpitaux de Paris (AP-HP), Hôpital Pitié Salpêtrière, Paris, France; Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique (IPLESP), Paris, France.
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ElSayed NA, Aleppo G, Bannuru RR, Bruemmer D, Collins BS, Ekhlaspour L, Hilliard ME, Johnson EL, Khunti K, Lingvay I, Matfin G, McCoy RG, Perry ML, Pilla SJ, Polsky S, Prahalad P, Pratley RE, Segal AR, Seley JJ, Selvin E, Stanton RC, Gabbay RA. 6. Glycemic Goals and Hypoglycemia: Standards of Care in Diabetes-2024. Diabetes Care 2024; 47:S111-S125. [PMID: 38078586 PMCID: PMC10725808 DOI: 10.2337/dc24-s006] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
The American Diabetes Association (ADA) "Standards of Care in Diabetes" includes the ADA's current clinical practice recommendations and is intended to provide the components of diabetes care, general treatment goals and guidelines, and tools to evaluate quality of care. Members of the ADA Professional Practice Committee, an interprofessional expert committee, are responsible for updating the Standards of Care annually, or more frequently as warranted. For a detailed description of ADA standards, statements, and reports, as well as the evidence-grading system for ADA's clinical practice recommendations and a full list of Professional Practice Committee members, please refer to Introduction and Methodology. Readers who wish to comment on the Standards of Care are invited to do so at professional.diabetes.org/SOC.
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Deardorff WJ, Covinsky K. Incorporating Prognosis into Clinical Decision-Making for Older Adults with Diabetes. J Gen Intern Med 2023; 38:2857-2859. [PMID: 37464148 PMCID: PMC10593647 DOI: 10.1007/s11606-023-08326-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
Affiliation(s)
- W James Deardorff
- Division of Geriatrics, University of California San Francisco, San Francisco, CA, USA.
- San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA.
| | - Kenneth Covinsky
- Division of Geriatrics, University of California San Francisco, San Francisco, CA, USA
- San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA
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Alexopoulos AS, Crowley MJ, Kahkoska AR. Diabetes Medication Changes in Older Adults With Type 2 Diabetes: Insights Into Physician Factors and Questions Ahead. Diabetes Care 2023; 46:1137-1139. [PMID: 37220268 PMCID: PMC10234739 DOI: 10.2337/dci23-0017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Affiliation(s)
- Anastasia-Stefania Alexopoulos
- Division of Endocrinology, Department of Medicine, Duke University, Durham, NC
- Durham Veterans Affairs Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, NC
| | - Matthew J. Crowley
- Division of Endocrinology, Department of Medicine, Duke University, Durham, NC
- Durham Veterans Affairs Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, NC
| | - Anna R. Kahkoska
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Endocrinology and Metabolism, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Center for Aging and Health, University of North Carolina at Chapel Hill, Chapel Hill, NC
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Stuijt PJC, Taxis K, Denig P. Letter to the Editor: a Qualitative Study of Perspectives of Older Adults on Deintensifying Diabetes Medications. J Gen Intern Med 2023; 38:1316. [PMID: 36650324 PMCID: PMC10110832 DOI: 10.1007/s11606-022-08022-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 12/29/2022] [Indexed: 01/18/2023]
Affiliation(s)
- Peter J C Stuijt
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands.
| | - Katja Taxis
- Unit of PharmacoTherapy, Epidemiology and Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, The Netherlands
| | - Petra Denig
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
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