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Dublin S, Albertson-Junkans L, Pham Nguyen TP, Pavon JM, Hastings SN, Maciejewski ML, Willis A, Zepel L, Hennessy S, Albers KB, Mowery D, Clark AG, Thomas S, Steinman MA, Boyd CM, Bayliss EA. Defining key deprescribing measures from electronic health data: A multisite data harmonization project. J Am Geriatr Soc 2024. [PMID: 39607302 DOI: 10.1111/jgs.19280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 09/06/2024] [Accepted: 10/05/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND Stopping or reducing risky or unneeded medications ("deprescribing") could improve older adults' health. Electronic health data can support observational and intervention studies of deprescribing, but there are no standardized measures for key variables, and healthcare systems have differing data types and availability. We developed definitions for chronic medication use and discontinuation based on electronic health data and applied them in a case study of benzodiazepines and Z-drugs in five diverse US healthcare systems. METHODS We conducted a retrospective cohort study of adults age 65+ from 2017 to 2019 with chronic benzodiazepine or Z-drug use. We determined whether sites had access to medication orders and/or dispensings. We developed definitions for chronic use and discontinuation using both data types. Discontinuation definitions were based on (1) gaps in medication availability during follow-up or (2) not having medication available at a fixed time point. We examined the impact of varying the gap length and requiring a 30-day period without orders/dispensings ("halo") around the fixed time point. We compared results derived from orders versus dispensings at one site. RESULTS Approximately 1.6%-2.6% of older adults had chronic benzodiazepine/Z-drug use (total N = 6775, ranging from 431 to 2122 across sites). Depending on the definition and site, the proportion discontinuing use during 12 months ranged from 6% to 49%. Requiring a longer gap or a 30-day "halo" resulted in lower estimates. At one site, only 56% of those with chronic use defined from orders also qualified based on dispensings, and the discontinuation rate at 180 days was 20% from orders versus 32% from dispensings. CONCLUSIONS Requiring a gap of ≥90 days or a "halo" around a time point may more accurately capture discontinuation than using a shorter gap or no halo. Orders data underestimate discontinuation compared to dispensings. Work is needed to adapt these definitions for other drug classes and settings.
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Affiliation(s)
- Sascha Dublin
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California, USA
| | | | | | - Juliessa M Pavon
- Duke University School of Medicine, Durham, North Carolina, USA
- Durham VA Geriatric Research, Education, and Clinical Center, Durham, North Carolina, USA
| | - S Nicole Hastings
- Duke University School of Medicine, Durham, North Carolina, USA
- Durham VA Geriatric Research, Education, and Clinical Center, Durham, North Carolina, USA
- Durham VA Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, North Carolina, USA
| | - Matthew L Maciejewski
- Duke University School of Medicine, Durham, North Carolina, USA
- Durham VA Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, North Carolina, USA
- Department of Population Health Sciences, Duke University, Durham, North Carolina, USA
| | - Allison Willis
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Lindsay Zepel
- Department of Population Health Sciences, Duke University, Durham, North Carolina, USA
| | - Sean Hennessy
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Kathleen B Albers
- Kaiser Permanente Colorado Institute for Health Research, Aurora, Colorado, USA
| | - Danielle Mowery
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Amy G Clark
- Department of Population Health Sciences, Duke University, Durham, North Carolina, USA
| | - Sunil Thomas
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Michael A Steinman
- Division of Geriatrics, University of California San Francisco, San Francisco, California, USA
- San Francisco Veterans Administration Medical Center, San Francisco, California, USA
| | - Cynthia M Boyd
- Division of Geriatric Medicine and Gerontology and Center for Transformative Geriatric Research, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Elizabeth A Bayliss
- Kaiser Permanente Colorado Institute for Health Research, Aurora, Colorado, USA
- Department of Family Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
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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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Niznik JD, Shmuel S, Pate V, Thorpe CT, Hanson LC, Rice C, Lund JL. Validating claims-based definitions for deprescribing: Bridging the gap between clinical and administrative data. Pharmacoepidemiol Drug Saf 2024; 33:e5784. [PMID: 38556843 PMCID: PMC11145562 DOI: 10.1002/pds.5784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 03/05/2024] [Accepted: 03/13/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Limited research has evaluated the validity of claims-based definitions for deprescribing. OBJECTIVES Evaluate the validity of claims-based definitions of deprescribing against electronic health records (EHRs) for deprescribing of benzodiazepines (BZDs) after a fall-related hospitalization. METHODS We used a novel data linkage between Medicare fee-for-service (FFS) and Part D with our health system's EHR. We identified patients aged ≥66 years with a fall-related hospitalization, continuous enrollment in Medicare FFS and Part D for 6 months pre- and post-hospitalization, and ≥2 BZD fills in the 6 months pre-hospitalization. Using a standardized EHR abstraction tool, we adjudicated deprescribing for a sub-sample with a fall-related hospitalization at UNC. We evaluated the validity of claims-based deprescribing definitions (e.g., gaps in supply, dosage reductions) versus chart review using sensitivity and specificity. RESULTS Among 257 patients in the overall sample, 44% were aged 66-74 years, 35% had Medicare low-income subsidy, 79% were female. Among claims-based definitions using gaps in supply, the prevalence of BZD deprescribing ranged from 8.2% (no refills) to 36.6% (30-day gap). When incorporating dosage, the prevalence ranged from 55.3% to 65.8%. Among the validation sub-sample (n = 47), approximately one-third had BZDs deprescribed in the EHR. Compared to EHR, gaps in supply from claims had good sensitivity, but poor specificity. Incorporating dosage increased sensitivity, but worsened specificity. CONCLUSIONS The sensitivity of claims-based definitions for deprescribing of BZDs was low; however, the specificity of a 90-day gap was >90%. Replication in other EHRs and for other low-value medications is needed to guide future deprescribing research.
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Affiliation(s)
- Joshua D Niznik
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina, USA
- Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina, USA
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Shahar Shmuel
- Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, USA
| | - Virginia Pate
- Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, USA
| | - Carolyn T Thorpe
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Laura C Hanson
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina, USA
- Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, North Carolina, USA
| | - Colleen Rice
- Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jennifer L Lund
- Department of Epidemiology, University of North Carolina at Chapel Hill, Gillings School of Global Public Health, Chapel Hill, North Carolina, USA
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Schleiden LJ, Klima G, Rodriguez KL, Ersek M, Robinson JE, Hickson RP, Smith D, Cashy J, Sileanu FE, Thorpe CT. Clinician and Family Caregiver Perspectives on Deprescribing Chronic Disease Medications in Older Nursing Home Residents Near the End of Life. Drugs Aging 2024; 41:367-377. [PMID: 38575748 PMCID: PMC11021174 DOI: 10.1007/s40266-024-01110-3] [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] [Accepted: 03/07/2024] [Indexed: 04/06/2024]
Abstract
INTRODUCTION Nursing home (NH) residents with limited life expectancy (LLE) who are intensely treated for hyperlipidemia, hypertension, or diabetes may benefit from deprescribing. OBJECTIVE This study sought to describe NH clinician and family caregiver perspectives on key influences on deprescribing decisions for chronic disease medications in NH residents near the end of life. METHODS We recruited family caregivers of veterans who recently died in a Veterans Affairs (VA) NH, known as community living centers (CLCs), and CLC healthcare clinicians (physicians, nurse practitioners, physician assistants, pharmacists, registered nurses). Respondents completed semi-structured interviews about their experiences with deprescribing statin, antihypertensive, and antidiabetic medications for residents near end of life. We conducted thematic analysis of interview transcripts to identify key themes regarding influences on deprescribing decisions. RESULTS Thirteen family caregivers and 13 clinicians completed interviews. Key themes included (1) clinicians and caregivers both prefer to minimize drug burden; (2) clinical factors strongly influence deprescribing of chronic disease medications, with differences in how clinicians and caregivers weigh specific factors; (3) caregivers trust and rely on clinicians to make deprescribing decisions; (4) clinicians perceive caregiver involvement and buy-in as essential to deprescribing decisions, which requires time and effort to obtain; and (5) clinicians perceive conflicting care from other clinicians as a barrier to deprescribing. CONCLUSIONS Findings suggest a need for efforts to encourage communication with and education for family caregivers of residents with LLE about deprescribing, and to foster better collaboration among clinicians in CLC and non-CLC settings.
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Affiliation(s)
- Loren J Schleiden
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Research Office Building #30, University Drive (151C), Pittsburgh, PA, 15240, USA.
| | - Gloria Klima
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Research Office Building #30, University Drive (151C), Pittsburgh, PA, 15240, USA
| | - Keri L Rodriguez
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Research Office Building #30, University Drive (151C), Pittsburgh, PA, 15240, USA
| | - Mary Ersek
- Veteran Experience Center, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Center for Health Equity Research and Promotion (CHERP), Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- University of Pennsylvania School of Nursing, Philadelphia, PA, USA
| | - Jacob E Robinson
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Research Office Building #30, University Drive (151C), Pittsburgh, PA, 15240, USA
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill Eshelman School of Pharmacy, Chapel Hill, NC, USA
| | - Ryan P Hickson
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Research Office Building #30, University Drive (151C), Pittsburgh, PA, 15240, USA
- Geriatric Research, Education, and Clinical Center (GRECC), Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Dawn Smith
- Veteran Experience Center, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
- Center for Health Equity Research and Promotion (CHERP), Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - John Cashy
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Research Office Building #30, University Drive (151C), Pittsburgh, PA, 15240, USA
- Veteran Experience Center, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, PA, USA
| | - Florentina E Sileanu
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Research Office Building #30, University Drive (151C), Pittsburgh, PA, 15240, USA
| | - Carolyn T Thorpe
- Center for Health Equity Research and Promotion (CHERP), VA Pittsburgh Healthcare System, Research Office Building #30, University Drive (151C), Pittsburgh, PA, 15240, USA
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill Eshelman School of Pharmacy, Chapel Hill, NC, USA
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Wang J, Shen JY, Conwell Y, Podsiadly EJ, Caprio TV, Nathan K, Yu F, Ramsdale EE, Fick DM, Mixon AS, Simmons SF. Implementation considerations of deprescribing interventions: A scoping review. J Intern Med 2024; 295:436-507. [PMID: 36524602 DOI: 10.1111/joim.13599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Over half of older adults experience polypharmacy, including medications that may be inappropriate or unnecessary. Deprescribing, which is the process of discontinuing or reducing inappropriate and/or unnecessary medications, is an effective way to reduce polypharmacy. This review summarizes (1) the process of deprescribing and conceptual models and tools that have been developed to facilitate deprescribing, (2) barriers, enablers, and factors associated with deprescribing, and (3) characteristics of deprescribing interventions in completed trials, as well as (4) implementation considerations for deprescribing in routine practice. In conceptual models of deprescribing, multilevel factors of the patient, clinician, and health-care system are all related to the efficacy of deprescribing. Numerous tools have been developed for clinicians to facilitate deprescribing, yet most require substantial time and, thus, may be difficult to implement during routine health-care encounters. Multiple deprescribing interventions have been evaluated, which mostly include one or more of the following components: patient education, medication review, identification of deprescribing targets, and patient and/or provider communication about high-risk medications. Yet, there has been limited consideration of implementation factors in prior deprescribing interventions, especially with regard to the personnel and resources in existing health-care systems and the feasibility of incorporating components of deprescribing interventions into the routine care processes of clinicians. Future trials require a more balanced consideration of both effectiveness and implementation when designing deprescribing interventions.
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Affiliation(s)
- Jinjiao Wang
- Elaine, Hubbard Center for Nursing Research on Aging, School of Nursing, University of Rochester, Rochester, New York, USA
| | - Jenny Y Shen
- Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Yeates Conwell
- Department of Psychiatry, University of Rochester Medical Center, Rochester, New York, USA
| | - Eric J Podsiadly
- Harriet J. Kitzman Center for Research Support, School of Nursing, University of Rochester, Rochester, New York, USA
| | - Thomas V Caprio
- Department of Medicine, Division of Geriatrics & Aging, University of Rochester Medical Center, Rochester, New York, USA
- UR Medicine Home Care, University of Rochester Medical Center, Rochester, New York, USA
- University of Rochester Medical Center, Finger Lakes Geriatric Education Center, Rochester, New York, USA
| | - Kobi Nathan
- Department of Medicine, Division of Geriatrics & Aging, University of Rochester Medical Center, Rochester, New York, USA
- St. John Fisher College, Wegmans School of Pharmacy, Rochester, New York, USA
| | - Fang Yu
- Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, Arizona, USA
| | - Erika E Ramsdale
- Department of Medicine, Division of Hematology/Oncology, University of Rochester Medical Center, Rochester, New York, USA
| | - Donna M Fick
- Ross and Carol Nese College of Nursing, Penn State University, University Park, Pennsylvania, USA
| | - Amanda S Mixon
- Department of Medicine, Division of General Internal Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Medicine, Center for Quality Aging, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Geriatric Research, Education and Clinical Center (GRECC), VA Tennessee Valley Healthcare System, Nashville, Tennessee, USA
| | - Sandra F Simmons
- Department of Medicine, Center for Quality Aging, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Geriatric Research, Education and Clinical Center (GRECC), VA Tennessee Valley Healthcare System, Nashville, Tennessee, USA
- Department of Medicine, Division of Geriatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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Hickman E, Seawoodharry M, Gillies C, Khunti K, Seidu S. Deprescribing in cardiometabolic conditions in older patients: a systematic review. GeroScience 2023; 45:3491-3512. [PMID: 37402905 PMCID: PMC10643631 DOI: 10.1007/s11357-023-00852-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 06/07/2023] [Indexed: 07/06/2023] Open
Abstract
We conduct a systematic review to investigate current deprescribing practices and evaluate outcomes and adverse events with deprescribing of preventive medications in older patients with either an end-of-life designation or residing in long-term care facilities with cardiometabolic conditions. Studies were identified using a literature search of MEDLINE, EMBASE, Web of Science, clinicaltrials.gov.uk, CINAHLS, and the Cochrane Register from inception to March 2022. Studies reviewed included observational studies and randomised control trials (RCTs). Data was extracted on baseline characteristics, deprescribing rates, adverse events and outcomes, and quality of life indicators, and was discussed using a narrative approach. Thirteen studies were identified for inclusion. Deprescribing approaches included complete withdrawal, dose reduction or tapering, or switching to an alternative medication, for at least one preventive medication. Deprescribing success rates ranged from 27 to 94.7%. The studies reported no significant changes in laboratory values or adverse outcomes but did find mixed outcomes for hospitalisations and a slight increase in mortality rates when comparing the intervention and control groups. Lack of good-quality randomised control trials suggests that deprescribing in the older population residing in long-term care facilities with cardiometabolic conditions and multimorbidity is feasible when controlled and regularly monitored by an appropriate healthcare clinician, and that the benefits outweigh the potential harm in this cohort of patients. Due to the limited evidence and the heterogeneity of studies, a meta-analysis was not performed and as such further research is required to assess the benefits of deprescribing in this patient population. Systematic review registration: PROSPERO CRD42021291061.
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Affiliation(s)
- Elizabeth Hickman
- Diabetes Research Centre, Leicester Diabetes Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4WP, UK.
| | - Mansha Seawoodharry
- Diabetes Research Centre, Leicester Diabetes Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4WP, UK
| | - Clare Gillies
- Diabetes Research Centre, Leicester Diabetes Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4WP, UK
| | - Kamlesh Khunti
- Diabetes Research Centre, Leicester Diabetes Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4WP, UK
| | - Samuel Seidu
- Diabetes Research Centre, Leicester Diabetes Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester, LE5 4WP, UK
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Niznik J, Colón-Emeric C, Thorpe CT, Kelley CJ, Gilliam M, Lund JL, Hanson LC. Prescriber Perspectives and Experiences with Deprescribing Versus Continuing Bisphosphonates in Older Nursing Home Residents with Dementia. J Gen Intern Med 2023; 38:3372-3380. [PMID: 37369891 PMCID: PMC10682438 DOI: 10.1007/s11606-023-08275-4] [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: 02/10/2023] [Accepted: 06/09/2023] [Indexed: 06/29/2023]
Abstract
BACKGROUND Few guidelines address fracture prevention medication use in nursing home (NH) residents with dementia. OBJECTIVE We sought to identify factors that influence prescriber decision-making for deprescribing of bisphosphonates for older NH residents with dementia. METHODS We conducted 12 semi-structured interviews with prescribers who care for older adults with dementia in NHs. MAIN MEASURES Interview prompts addressed experiences treating fractures, benefits, and harms of bisphosphonates, and experiences with deprescribing. Coding was guided by the social-ecological framework including patient-level (intrapersonal) and external (interpersonal, system, community, and policy) influences. RESULTS Most prescribers were physicians (83%); 75% were female and 75% were White. Most (75%) spent less than half of their clinical effort in NHs and half were in the first decade of practice. Among patient-level influences, prescribers uniformly agreed that a prior bisphosphonate treatment course of several years, emergence of adverse effects, and changing goals of care or limited life expectancy were compelling reasons to deprescribe. External influences were frequently discussed as barriers to deprescribing. At the interpersonal level, prescribers noted that family/informal caregivers are diverse in their involvement in decision-making, and frequently concerned about the adverse effects of bisphosphonates, but perceive deprescribing as "withdrawing care." At the health system level, prescribers felt that frequent transitions make it difficult to determine duration of prior treatment and to implement deprescribing. At the policy level, prescribers highlighted the lack of guidelines addressing residents with limited mobility and dementia or criteria for deprescribing, including uncertainty in the setting of prior fractures and lack of bone densitometry in NHs. CONCLUSION Systems-level barriers to evaluating bone densitometry and treatment history in NHs may impede person-centered decision-making for fracture prevention. Further research is needed to evaluate the residual benefits of bisphosphonates in medically complex residents with limited mobility and dementia to inform recommendations for deprescribing versus continued use.
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Affiliation(s)
- Joshua Niznik
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA.
- Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA.
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA.
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA.
- Department of Epidemiology, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Durham, NC, USA.
| | - Cathleen Colón-Emeric
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Durham, NC, USA
- Division of Geriatrics, Duke University School of Medicine,, Durham, NC, USA
| | - Carolyn T Thorpe
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Durham, NC, USA
| | - Casey J Kelley
- Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Durham, NC, USA
| | - Meredith Gilliam
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA
- Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Durham, NC, USA
| | - Jennifer L Lund
- Department of Epidemiology, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Durham, NC, USA
- Durham VA Geriatric Research Education and Clinical Center, Durham, NC, USA
| | - Laura C Hanson
- Division of Geriatric Medicine, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA
- Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, Chapel Hill, NC, USA
- Department of Epidemiology, University of North Carolina at Chapel Hill Gillings School of Global Public Health, Durham, NC, USA
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Thorpe C, Niznik J, Li A. Deprescribing research in nursing home residents using routinely collected healthcare data: a conceptual framework. BMC Geriatr 2023; 23:469. [PMID: 37542226 PMCID: PMC10401751 DOI: 10.1186/s12877-023-04194-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 07/24/2023] [Indexed: 08/06/2023] Open
Abstract
BACKGROUND Efforts are needed to strengthen evidence and guidance for appropriate deprescribing for older nursing home (NH) residents, who are disproportionately affected by polypharmacy and inappropriate prescribing. Given the challenges of conducting randomized drug withdrawal studies in this population, data from observational studies of routinely collected healthcare data can be used to identify patients who are apparent candidates for deprescribing and evaluate subsequent health outcomes. To improve the design and interpretation of observational studies examining determinants, risks, and benefits of deprescribing specific medications in older NH residents, we sought to propose a conceptual framework of the determinants of deprescribing in older NH residents. METHODS We conducted a scoping review of observational studies examining patterns and potential determinants of discontinuing or de-intensifying (i.e., reducing) medications for NH residents. We searched PubMed through September 2021 and included studies meeting the following criteria: conducted among adults aged 65 + in the NH setting; (2) observational study designs; (3) discontinuation or de-intensification as the primary outcome with key determinants as independent variables. We conceptualized deprescribing as a behavior through a social-ecological lens, potentially influenced by factors at the intrapersonal, interpersonal, organizational, community, and policy levels. RESULTS Our search in PubMed identified 250 potentially relevant studies published through September 2021. A total of 14 studies were identified for inclusion and were subsequently synthesized to identify and group determinants of deprescribing into domains spanning the five core social-ecological levels. Our resulting framework acknowledges that deprescribing is strongly influenced by intrapersonal, patient-level clinical factors that modify the expected benefits and risks of deprescribing, including index condition attributes (e.g., disease severity), attributes of the medication being considered for deprescribing, co-prescribed medications, and prognostic factors. It also incorporates the hierarchical influences of interpersonal differences relating to healthcare providers and family caregivers, NH facility and health system organizational structures, community trends and norms, and finally healthcare policies. CONCLUSIONS Our proposed framework will serve as a useful tool for future studies seeking to use routinely collected healthcare data sources and observational study designs to evaluate determinants, risks, and benefits of deprescribing for older NH residents.
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Affiliation(s)
- Carolyn Thorpe
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA
| | - Joshua Niznik
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA.
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA.
- Division of Geriatric Medicine and Center for Aging and Health, University of North Carolina at Chapel Hill, School of Medicine, 5003 Old Clinic CB#7550, Chapel Hill, NC, 27599, USA.
| | - Anna Li
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA
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Heinrich CH, McHugh S, McCarthy S, Donovan MD. Barriers and enablers to deprescribing in long-term care: A qualitative investigation into the opinions of healthcare professionals in Ireland. PLoS One 2022; 17:e0274552. [PMID: 36520798 PMCID: PMC9754218 DOI: 10.1371/journal.pone.0274552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 08/31/2022] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION The prevalence of polypharmacy increases with age, increasing the exposure of older adults to potentially inappropriate medications (PIMs). Deprescribing has been shown to reduce PIMs for older residents in long-term care; however, deprescribing is not universally implemented. This study aims to identify the barriers and enablers to deprescribing in Irish long-term care facilities from the healthcare professionals' (HCPs) perspective. METHODS A qualitative descriptive approach was conducted using semi-structured interviews with HCPs working in long-term care (general practitioners, pharmacists and nurses). Purposive sampling with maximum variation was applied to select long-term care sites to identify HCPs, supplemented with convenience sampling of post-graduate HCPs from University College Cork. Data was thematically analysed and mapped to a framework of deprescribing barriers and enablers informed by the Theoretical Domains Framework. RESULTS Twenty-six HCPs participated from 13 long-term care facilities. The main barriers and enablers identified mapped to five domains. Barriers included insufficient resources, lack of co-ordination between healthcare settings and negative social influences. Additional barriers exist in private settings including deprescribing awareness, commitment and the need for incentives. Deprescribing enablers included interprofessional support and patient social influence. To encourage deprescribing, potential enablers include HCP education, pharmacist role expansion and tailored deprescribing guidelines within a structured process. CONCLUSION Interventions to support deprescribing should build on existing systems, involve stakeholders and utilise guidelines within a structured process. Any intervention must account for the nuanced barriers and enablers which exist in both public and private settings.
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Affiliation(s)
- Clara H. Heinrich
- School of Pharmacy, University College Cork, Cork City, Co. Cork, Ireland
- * E-mail:
| | - Sheena McHugh
- School of Public Health, University College Cork, Cork City, Co. Cork, Ireland
| | - Suzanne McCarthy
- School of Pharmacy, University College Cork, Cork City, Co. Cork, Ireland
| | - Maria D. Donovan
- School of Pharmacy, University College Cork, Cork City, Co. Cork, Ireland
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McCarthy LM, Farrell B, Howell P, Quast T. Supporting deprescribing in long-term care: An approach using stakeholder engagement, behavioural science and implementation planning. EXPLORATORY RESEARCH IN CLINICAL AND SOCIAL PHARMACY 2022; 7:100168. [PMID: 36045709 PMCID: PMC9420956 DOI: 10.1016/j.rcsop.2022.100168] [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] [Received: 12/21/2021] [Revised: 06/17/2022] [Accepted: 08/09/2022] [Indexed: 11/26/2022] Open
Abstract
Approaches for optimizing medication use and enhancing medication experiences, including deprescribing, for older people living in long-term care homes are urgently needed. Through a multiphase initiative involving an environmental scan (2018) and two stakeholder forums (2019, 2020), we created a framework for developing and implementing sustainable deprescribing practices in this sector. Representatives from public advocacy, health care professionals, long-term care, pharmacy service providers, and regional health and public policy organizations in Ontario, Canada were consulted. We used behavioural science and implementation planning strategies to develop four target behaviours and 14 supporting actions; five of these actions were prioritized for further work. Throughout the phases, stakeholders committed to participation at various levels including ongoing implementation teams working to develop resources for the prioritized actions. A key element of success was attracting and sustaining engagement of a wide variety of relevant stakeholders from across the health system by leveraging best practices in stakeholder engagement. The approach used is described in detail so that it can be adapted and applied by others to plan large behaviour change initiatives.
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11
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Bradley MD, Arnold ME, Biskup BG, Campbell TM, Fuhrman J, Guthrie GE, Kelly JH, Lacagnina S, Loomis JF, McMacken MM, Trapp C, Karlsen MC. Medication Deprescribing Among Patients With Type 2 Diabetes: A Qualitative Case Series of Lifestyle Medicine Practitioner Protocols. Clin Diabetes 2022; 41:163-176. [PMID: 37092156 PMCID: PMC10115617 DOI: 10.2337/cd22-0009] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
This study is a qualitative case series of lifestyle medicine practitioners' protocols for medication de-escalation in the context of reduced need for glucose-lowering medications due to lifestyle modifications. Increasing numbers of lifestyle medicine practitioners report achieving reductions in medications among patients with type 2 diabetes, and in some cases remission, but limited data exist on the clinical decision-making process used to determine when and how medications are deprescribed. Practitioners interviewed here provide accounts of their deprescribing protocols. This information can serve as pilot data for other practitioners seeking examples of how deprescribing in the context of lifestyle medicine treatment is conducted.
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Affiliation(s)
- Michael D. Bradley
- University of North Texas Health Science Center School of Public Health, Fort Worth, TX
| | - Matthew E. Arnold
- Genesis Quad Cities Family Medicine Residency Program, Genesis Health System, Davenport, IA
| | | | | | | | - George E. Guthrie
- Advent Health Allopathic Family Medicine Residency, Winter Park, FL
- Loma Linda University School of Medicine, Loma Linda, CA
| | - John H. Kelly
- Loma Linda University School of Medicine, Loma Linda, CA
| | | | | | - Michelle M. McMacken
- New York University Grossman School of Medicine, New York, NY
- NYC Health + Hospitals/Bellevue, New York
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12
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Niznik JD, Zhao X, Slieanu F, Mor MK, Aspinall SL, Gellad WF, Ersek M, Hickson RP, Springer SP, Schleiden LJ, Hanlon JT, Thorpe JM, Thorpe CT. Effect of Deintensifying Diabetes Medications on Negative Events in Older Veteran Nursing Home Residents. Diabetes Care 2022; 45:1558-1567. [PMID: 35621712 PMCID: PMC9274227 DOI: 10.2337/dc21-2116] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 04/17/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Guidelines advocate against tight glycemic control in older nursing home (NH) residents with advanced dementia (AD) or limited life expectancy (LLE). We evaluated the effect of deintensifying diabetes medications with regard to all-cause emergency department (ED) visits, hospitalizations, and death in NH residents with LLE/AD and tight glycemic control. RESEARCH DESIGN AND METHODS We conducted a national retrospective cohort study of 2,082 newly admitted nonhospice veteran NH residents with LLE/AD potentially overtreated for diabetes (HbA1c ≤7.5% and one or more diabetes medications) in fiscal years 2009-2015. Diabetes treatment deintensification (dose decrease or discontinuation of a noninsulin agent or stopping insulin sustained ≥7 days) was identified within 30 days after HbA1c measurement. To adjust for confounding, we used entropy weights to balance covariates between NH residents who deintensified versus continued medications. We used the Aalen-Johansen estimator to calculate the 60-day cumulative incidence and risk ratios (RRs) for ED or hospital visits and deaths. RESULTS Diabetes medications were deintensified for 27% of residents. In the subsequent 60 days, 28.5% of all residents were transferred to the ED or acute hospital setting for any cause and 3.9% died. After entropy weighting, deintensifying was not associated with 60-day all-cause ED visits or hospitalizations (RR 0.99 [95% CI 0.84, 1.18]) or 60-day mortality (1.52 [0.89, 2.81]). CONCLUSIONS Among NH residents with LLE/AD who may be inappropriately overtreated with tight glycemic control, deintensification of diabetes medications was not associated with increased risk of 60-day all-cause ED visits, hospitalization, or death.
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Affiliation(s)
- Joshua D Niznik
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,Division of Geriatric Medicine and Center for Aging and Health, University of North Carolina School of Medicine, Chapel Hill, NC.,Division of Pharmaceutical Outcomes and Policy, University of North Carolina Eshelman School of Pharmacy, Chapel Hill, NC
| | - Xinhua Zhao
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA
| | - Florentina Slieanu
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA
| | - Maria K Mor
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Sherrie L Aspinall
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,VA Center for Medication Safety, Hines, Illinois.,University of Pittsburgh School of Pharmacy, Pittsburgh, PA
| | - Walid F Gellad
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Mary Ersek
- Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA.,School of Nursing, University of Pennsylvania, Philadelphia, PA.,Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA
| | - Ryan P Hickson
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,Geriatric Research Education and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, PA
| | - Sydney P Springer
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,University of New England School of Pharmacy, Portland, ME
| | - Loren J Schleiden
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,University of Pittsburgh School of Pharmacy, Pittsburgh, PA
| | - Joseph T Hanlon
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA.,Geriatric Research Education and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, PA
| | - Joshua M Thorpe
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,Division of Pharmaceutical Outcomes and Policy, University of North Carolina Eshelman School of Pharmacy, Chapel Hill, NC
| | - Carolyn T Thorpe
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA.,Division of Pharmaceutical Outcomes and Policy, University of North Carolina Eshelman School of Pharmacy, Chapel Hill, NC
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13
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Peltomaa AI, Talala K, Taari K, Tammela TLJ, Auvinen A, Murtola TJ. Inverse Association between Statin Use and Cancer Mortality Relates to Cholesterol Level. Cancers (Basel) 2022; 14:cancers14122920. [PMID: 35740586 PMCID: PMC9221017 DOI: 10.3390/cancers14122920] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Revised: 06/07/2022] [Accepted: 06/08/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary We observed that the inverse association between statin use and cancer mortality is limited to men with a reduction in cholesterol after the commencement of statins. These findings demonstrate that the observed inverse association between the use of statins and mortality from cancer is related to cholesterol level. To our knowledge, this is the first study to evaluate the separate effects of cholesterol level and statin use on cancer mortality. Abstract Statins have been associated with a decreased cancer mortality. However, cholesterol level as such may modify the risk of cancer death. To clarify the complex interplay between statins, cholesterol level, and cancer mortality, we conducted a comprehensive analysis to separate the effects of cholesterol level and statin medication on cancer mortality. Our study population consisted of 16,924 men participating in the Finnish Randomized Study of Screening for Prostate Cancer with at least one cholesterol measurement during follow-up (1996–2017). Cox proportional regression was used to estimate hazard ratios. In total, 1699 cancer deaths were observed during the median follow-up of 19 years. When statins’ association with the risk of cancer death was estimated without adjustment for cholesterol level, statin use was associated with a lowered cancer mortality (HR 0.87; 95% CI 0.79–0.97) compared to non-users. However, with further adjustment for total cholesterol level, statin use was no longer associated with a lower cancer mortality (HR 1.08; 95% CI 0.97–1.20). Upon stratified analysis, statin use was associated with a decreased cancer mortality only if the total cholesterol level decreased after the initiation of statin use (HR 0.66; 95% CI 0.58–0.76). The inverse association between statin use and cancer mortality is limited to men with a reduction in total cholesterol level after the commencement of statins, i.e., statin use is associated with a lowered cancer mortality only if the total cholesterol level decreases. This suggests that the effect of statin use on cancer mortality relates to the decreased total cholesterol level.
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Affiliation(s)
- Antti I. Peltomaa
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland; (T.L.J.T.); (T.J.M.)
- Correspondence:
| | - Kirsi Talala
- Finnish Cancer Registry, 00100 Helsinki, Finland;
| | - Kimmo Taari
- Department of Urology, University of Helsinki and Helsinki University Hospital, 00100 Helsinki, Finland;
| | - Teuvo L. J. Tammela
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland; (T.L.J.T.); (T.J.M.)
- Department of Urology, TAYS Cancer Center, 33100 Tampere, Finland
| | - Anssi Auvinen
- Faculty of Social Sciences, Tampere University, 33100 Tampere, Finland;
| | - Teemu J. Murtola
- Faculty of Medicine and Health Technology, Tampere University, 33100 Tampere, Finland; (T.L.J.T.); (T.J.M.)
- Department of Urology, TAYS Cancer Center, 33100 Tampere, Finland
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14
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The Ambiguous Reality of Prescribing in Geriatric Practice. J Am Med Dir Assoc 2022; 23:976-979. [PMID: 35659943 DOI: 10.1016/j.jamda.2022.04.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 04/25/2022] [Indexed: 11/20/2022]
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15
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Wang H, Cai S, Caprio T, Goulet J, Intrator O. Opioid administration trends among long-stay community living centers residents with dementia. J Am Geriatr Soc 2022; 70:2393-2403. [PMID: 35397116 DOI: 10.1111/jgs.17785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 03/14/2022] [Accepted: 03/22/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Pain assessment and management of Veterans with Alzheimer's disease and Related Dementia (ADRD) living in Community Living Centers (CLCs) is challenging. Safe and effective use of opioids in the treatment of pain is of great concern to patients and providers promulgating national policies and guidelines. METHODS This study examined long-stay CLC Veterans with ADRD identified in three regulatory periods (period 1: 10/2012-6/2013, n = 3347; period 2: 1/2014-11/2015, n = 4426; period 3: 1/2017-9/2018, n = 4444; Total N = 12,217).This population-based observational study used CLC Minimum Data Set (MDS) data in Fiscal Years (FYs) 2013-2018 and VA bar-code medication administration (BCMA) data. Opioid administration measures included: any opioids, long-term opioids, high-dose opioids, and co-administration with benzodiazepine. Measures were modeled using negative binomial regression with length of stay in CLC as offset adjusting for Veteran predisposing, enabling and need measures from the MDS. RESULTS Compared to period 1, any opioid administration was 26% lower in period 2, and 34% lower in period 3. Among Veterans who received any opioid medications over the three regulatory periods, high-dose and long-term opioid administration were more than 40% lower in periods 2 and 3 compared to period 1. Co-administration of opioid with benzodiazepine versus no opioid was 11% lower in period 2 and 34% lower in period 3 after adjusting for patient level covariates. CONCLUSIONS All patterns of opioid administration decreased over the four opioid regulations periods when guidelines were promulgated across the VA health system. Further research should clarify whether decreasing opioids among patients with ADRD impacted health outcomes.
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Affiliation(s)
- Huiying Wang
- Geriatrics and Extended Care Data and Analysis Center (GECDAC), Finger Lakes Healthcare System, Canandaigua, New York, USA.,Public Health Sciences, University of Rochester, Rochester, New York, USA
| | - Shubing Cai
- Geriatrics and Extended Care Data and Analysis Center (GECDAC), Finger Lakes Healthcare System, Canandaigua, New York, USA.,Public Health Sciences, University of Rochester, Rochester, New York, USA
| | - Thomas Caprio
- Department of Medicine, University of Rochester, Rochester, New York, USA
| | - Joseph Goulet
- VA Connecticut Healthcare System, West Haven, Connecticut, USA.,Department of Emergency Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Orna Intrator
- Geriatrics and Extended Care Data and Analysis Center (GECDAC), Finger Lakes Healthcare System, Canandaigua, New York, USA.,Public Health Sciences, University of Rochester, Rochester, New York, USA
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16
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Niznik JD, Aspinall SL, Hanson LC, Gilliam MA, Li X, Kelley CJ, Thorpe CT. Patterns of oral bisphosphonate deprescribing in older nursing home residents with dementia. Osteoporos Int 2022; 33:379-390. [PMID: 34480586 PMCID: PMC8813888 DOI: 10.1007/s00198-021-06141-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 08/28/2021] [Indexed: 02/03/2023]
Abstract
UNLABELLED In a national sample of Medicare nursing home residents with dementia treated with bisphosphonates, 20% had bisphosphonates deprescribed. Residents with clinical characteristics representing decreased likelihood for long-term benefit were more likely to have bisphosphonates deprescribed. Future studies are needed to evaluate outcomes of deprescribing bisphosphonates in this population. INTRODUCTION To determine incidence of deprescribing bisphosphonates among nursing home (NH) residents with dementia and identify factors associated with deprescribing. METHODS 2015-2016 Medicare claims, Part D prescriptions, Minimum Data Set (MDS) 3.0, and Nursing Home Compare for non-skilled NH residents aged 65 + with dementia and prescriptions for oral bisphosphonates overlapping the first 14 days of the stay. Our primary definition for deprescribing was a 90-day gap in medication supply; we also explored the reliability of different deprescribing definitions (30-, 90-, 180-day gaps). We estimated associations of NH, provider, and resident characteristics with deprescribing bisphosphonates using competing risks regression models. RESULTS Most NH residents with dementia treated with bisphosphonates (n = 5312) were ≥ 80 years old (72%), white (81%), and female (90%); about half were dependent for transfers (50%) or mobility (45%). Using a 90-day gap in supply, the 180-day cumulative incidence of deprescribing bisphosphonates was 14.8%. This increased to 32.1% using a 30-day gap and decreased to 11.7% using a 180-day gap. Factors associated with increased likelihood for bisphosphonate deprescribing were age ≥ 90 years, newly admitted (vs. prevalent stay), dependent for mobility, swallowing difficulty, > 1 hospitalization in the prior year, CCRC facility, and nurse practitioner primary provider (vs. physician). Cancer and western geographic region were associated with reduced likelihood for deprescribing. CONCLUSION In a national sample of NH residents with dementia, bisphosphonate deprescribing was uncommon, and associated with clinical characteristics signifying poor prognosis and decreased likelihood for long-term benefit. Future studies should evaluate clinical outcomes of deprescribing bisphosphonates in this population.
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Affiliation(s)
- Joshua D Niznik
- Division of Geriatric Medicine, Center for Aging and Health, School of Medicine, University of North Carolina At Chapel Hill, 5003 Old Clinic, CB# 7550, Chapel Hill, NC, 27599, USA.
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina At Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA.
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA.
| | - Sherrie L Aspinall
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA
- VA Center for Medication Safety, Hines, IL, USA
- University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
| | - Laura C Hanson
- Division of Geriatric Medicine, Center for Aging and Health, School of Medicine, University of North Carolina At Chapel Hill, 5003 Old Clinic, CB# 7550, Chapel Hill, NC, 27599, USA
| | - Meredith A Gilliam
- Division of Geriatric Medicine, Center for Aging and Health, School of Medicine, University of North Carolina At Chapel Hill, 5003 Old Clinic, CB# 7550, Chapel Hill, NC, 27599, USA
| | - Xintong Li
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina At Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA
- Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences (NDROMS), University of Oxford, Oxford, UK
| | - Casey J Kelley
- Division of Geriatric Medicine, Center for Aging and Health, School of Medicine, University of North Carolina At Chapel Hill, 5003 Old Clinic, CB# 7550, Chapel Hill, NC, 27599, USA
| | - Carolyn T Thorpe
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina At Chapel Hill, Eshelman School of Pharmacy, Chapel Hill, NC, USA
- Center for Health Equity Research and Promotion, Veterans Affairs (VA) Pittsburgh Healthcare System, Pittsburgh, PA, USA
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17
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Svynarenko R, Beebe LH, Lindley LC. Identifying Patterns of Pediatric Mental and Behavioral Health at End of Life: A National Study. J Hosp Palliat Nurs 2021; 23:571-578. [PMID: 34483331 PMCID: PMC8556350 DOI: 10.1097/njh.0000000000000800] [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] [Indexed: 11/25/2022]
Abstract
Children, who enroll in hospice, have complex mental and behavioral health (MHBH) problems. There is limited literature on patterns of these problems among children at their end of life. Using the national database of 6195 children enrolled in hospice between January 1, 2011, and December 31, 2013, and latent class analysis, this study identified 4 distinctive classes of children. Neurodevelopment and anxiety class (26.5% of the sample) had 41.3% of children of 15 years or older, who had an average of 1.4 MHBH comorbidities and took 17 medications; 29.1% had physical health comorbidities, and 23% were dependent on technology. In the Behavior and Neurodevelopment class (20%), 53.1% of the children were between ages 6 and 14 years, who had an average of 2 MHBH comorbidities and took 17 medications. In the Physiology class (43.4%), 65.5% of children were younger than 5 years, had 1 MHBH comorbidity, and took 19 medications. In the Mood, Behaviors, and Anxiety class (10.2%), more than 90% of children were older than 6 years, had 4 MHBH comorbidities, and took 30 medications. In the latter 3 classes, approximately half of the children either had physical health comorbidities or were technology dependent. These findings highlight the importance of end-of-life care that accounts for the likely presence of complicated patterns of MHBH conditions.
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18
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Tjia J, Lund JL, Mack DS, Mbrah A, Yuan Y, Chen Q, Osundolire S, McDermott CL. Methodological Challenges for Epidemiologic Studies of Deprescribing at the End of Life. CURR EPIDEMIOL REP 2021; 8:116-129. [PMID: 34722115 PMCID: PMC8553236 DOI: 10.1007/s40471-021-00264-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Purpose of Review To describe approaches to measuring deprescribing and associated outcomes in studies of patients approaching end of life (EOL). Recent Findings We reviewed studies published through 2020 that evaluated deprescribing in patients with limited life expectancy and approaching EOL. Deprescribing includes reducing the number of medications, decreasing medication dose(s), and eliminating potentially inappropriate medications. Tools such as STOPPFrail, OncPal, and the Unnecessary Drug Use Measure can facilitate deprescribing. Outcome measures vary and selection of measures should align with the operationalized deprescribing definition used by study investigators. Summary EOL deprescribing considerations include medication appropriateness in the context of patient goals for care, expected benefit from medication given life expectancy, and heightened potential for medication-related harm as death nears. Additional data are needed on how EOL deprescribing impacts patient quality of life, caregiver burden, and out-of-pocket medication-related costs to patients and caregivers. Investigators should design deprescribing studies with this information in mind.
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Affiliation(s)
- Jennifer Tjia
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, AS6-2065, Worcester, MA 01605, USA
| | - Jennifer L Lund
- Department of Epidemiology, UNC Gillings School of Global Public Health, UNC Chapel Hill, Chapel Hill, NC, USA
| | - Deborah S Mack
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, AS6-2065, Worcester, MA 01605, USA
| | - Attah Mbrah
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, AS6-2065, Worcester, MA 01605, USA
| | - Yiyang Yuan
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, AS6-2065, Worcester, MA 01605, USA
| | - Qiaoxi Chen
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, AS6-2065, Worcester, MA 01605, USA
| | - Seun Osundolire
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, 368 Plantation Street, AS6-2065, Worcester, MA 01605, USA
| | - Cara L McDermott
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington, Seattle, WA, USA
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Sawan MJ, Moga DC, Ma MJ, Ng JC, Johnell K, Gnjidic D. The value of deprescribing in older adults with dementia: a narrative review. Expert Rev Clin Pharmacol 2021; 14:1367-1382. [PMID: 34311630 DOI: 10.1080/17512433.2021.1961576] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Introduction:Mitigating the burden of unnecessary polypharmacy or multiple medication use in people living with dementia has been recognized as a key priority internationally. One approach to reducing inappropriate polypharmacy is through medication withdrawal or deprescribing.Area covered:Non-systematic searches of key databases including PubMed, Embase, and Google Scholar were conducted from inception to 28 February 2021 for articles that assessed the safety and/or efficacy of deprescribing in older adults living with dementia. Personal reference libraries were also utilized. Information on current clinical trials was found in clinicaltrial.gov.Expert Opinion: There is limited direct evidence to inform deprescribing in older adults with dementia specifically. This review identified nineteen studies that have assessed the impact of deprescribing interventions to reduce inappropriate polypharmacy or direct deprescribing of specific medications. However, the current evidence is limited in scope as most studies focused on medication-related outcomes (e.g. discontinuation of high-risk medications) rather than patient-centered outcomes in individuals living with dementia. Furthermore, most studies focused on addressing inappropriate polypharmacy in older adults with dementia living in long-term care facilities, and interventions did not involve the person and their carer. Further evidence on the impact of deprescribing in this population across clinical settings is needed.
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Affiliation(s)
- Mouna J Sawan
- School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia.,Centre for Medicine Use and Safety, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia
| | - Daniela C Moga
- College of Pharmacy, University of Kentucky, Lexington, Kentucky, USA.,Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, Kentucky, USA.,Sanders-Brown Center on Aging, University of Kentucky, Lexington, Kentucky, USA
| | - Megan J Ma
- College of Pharmacy, University of Kentucky, Lexington, Kentucky, USA
| | - Joanna C Ng
- College of Pharmacy, University of Kentucky, Lexington, Kentucky, USA
| | - Kristina Johnell
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Danijela Gnjidic
- School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia.,Charles Perkins Centre, The University of Sydney, Camperdown, NSW, Australia
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20
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Zimmerman KM, Linsky AM. A narrative review of updates in deprescribing research. J Am Geriatr Soc 2021; 69:2619-2624. [PMID: 33991423 DOI: 10.1111/jgs.17273] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 04/21/2021] [Accepted: 04/27/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND/OBJECTIVES Deprescribing is a strategy intended to reduce harms associated with potentially inappropriate medications. Reflective of the growing interest in deprescribing, there has been an increase in related research to better understand the landscape, opportunities for improvement, how best to develop and implement interventions, and remaining knowledge gaps that can be addressed with additional study. DESIGN We conducted a narrative review of recent deprescribing literature. SETTING As part of the US Deprescribing Network's inaugural conference in October 2020, we presented a narrative review of recent deprescribing literature to an audience with a range of clinical and research expertise. PARTICIPANTS We searched four databases for English-language articles published between January 1, 2019 and August 31, 2020. MEASUREMENTS We evaluated titles, abstracts, and full-length manuscripts for relevance, novelty, rigor and variety of methods; we also aimed for broad representation of authors, institutions, and nations. RESULTS The initial search returned 199 citations, from which we reviewed 18 full-length manuscripts, selecting 10 articles to present. Salient themes included missed opportunities to deprescribe in potentially eligible patients, with variable impact of medication- and patient-level factors, along with differing perspectives and behaviors between geriatricians, internists, and cardiologists. Clinical, financial, and economic drivers were also evaluated. Finally, attention was given to issues applicable to deprescribing research, including difficulty recruiting trial participants, perspectives of investigators, and integration of findings into clinical practice. CONCLUSION This narrative review summarizes key advances in the field while also identifying priority areas for additional research.
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Affiliation(s)
- Kristin M Zimmerman
- Department of Pharmacotherapy & Outcomes Science, VCU School of Pharmacy, Richmond, Virginia, USA
| | - Amy M Linsky
- General Internal Medicine and Center for Healthcare Organization and Implementation Research, VA Boston Healthcare System, Boston, Massachusetts, USA.,General Internal Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
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Mack DS, Baek J, Tjia J, Lapane KL. Geographic Variation of Statin Use Among US Nursing Home Residents With Life-limiting Illness. Med Care 2021; 59:425-436. [PMID: 33560713 PMCID: PMC8791012 DOI: 10.1097/mlr.0000000000001505] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Medically compromised nursing home residents continue to be prescribed statins, despite questionable benefits. OBJECTIVE To describe regional variation in statin use among residents with life-limiting illness. RESEARCH DESIGN Cross-sectional study using 2016 Minimum Data Set 3.0 assessments linked to Medicare administrative data and health service utilization area resource files. SETTING Nursing homes (n=14,147) within hospital referral regions (n=306) across the United States. SUBJECTS Long-stay residents (aged 65 y and older) with life-limiting illness (eg, serious illness, palliative care, or prognosis <6 mo to live) (n=361,170). MEASURES Prevalent statin use was determined by Medicare Part D claims. Stratified by age (65-75, 76 y or older), multilevel logistic models provided odds ratios with 95% confidence intervals. RESULTS Statin use was prevalent (age 65-75 y: 46.0%, 76 y or more: 31.6%). For both age groups, nearly all resident-level variables evaluated were associated with any and high-intensity statin use and 3 facility-level variables (ie, higher proportions of Black residents, skilled nursing care provided, and average number of medications per resident) were associated with increased odds of statin use. Although in residents aged 65-75 years, no associations were observed, residents aged 76 years or older located in hospital referral regions (HRRs) with the highest health care utilization had higher odds of statin use than those in nursing homes in HRRs with the lowest health care utilization. CONCLUSIONS Our findings suggest extensive geographic variation in US statin prescribing across HRRs, especially for those aged 76 years or older. This variation may reflect clinical uncertainty given the largely absent guidelines for statin use in nursing home residents.
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Affiliation(s)
- Deborah S. Mack
- Division of Epidemiology, Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
- Clinical and Population Health Research Program, Graduate School of Biomedical Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Jonggyu Baek
- Division of Biostatistics and Health Services Research, Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Jennifer Tjia
- Division of Epidemiology, Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
| | - Kate L. Lapane
- Division of Epidemiology, Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, USA
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