Literature DB >> 31782129

Frequency and Predictors of Polypharmacy in US Medicare Patients: A Cross-Sectional Analysis at the Patient and Physician Levels.

Michael I Ellenbogen1, Peiqi Wang2, Heidi N Overton2,3, Christine Fahim3, Angela Park2,3, William E Bruhn2,3, Jennifer L Carnahan4,5, Amy M Linsky6,7, Seki A Balogun8, Martin A Makary2,3.   

Abstract

BACKGROUND: Polypharmacy in older patients increases the risk of medication-related adverse events and can be a marker of unnecessary care.
OBJECTIVES: The aim of this study was to describe the frequency of polypharmacy among patients 65 years of age or older and identify factors associated with the occurrence of patient-level and physician-level polypharmacy.
METHODS: We performed a cross-sectional analysis of 100% Medicare claims data from January 1, 2016 to December 31, 2016. All patients with continuous Medicare coverage (Parts A, B, and D) throughout 2016 who were 65 years of age or older and who were prescribed at least one medication for at least 30 days were included in the analysis. Each patient was attributed to the primary care physician who prescribed them the most medications. Physicians treating fewer than ten patients were excluded. We defined polypharmacy based on the highest number of concurrent medications at any point during the year. We used hierarchical linear regression to study patient- and physician-level characteristics associated with high prescribing rates.
RESULTS: We identified 25,747,560 patients attributed to 147,879 primary care physicians. The patient-level mean [standard deviation (SD)] concurrent medication rate was 5.6 (3.3), and the physician-level mean (SD) was 5.6 (1.1). A total of 6108 physicians (4.1% of sample) had a mean concurrent number of medications greater than two SDs above the physician-level mean. At the patient level in the adjusted model, a history of HIV/AIDS, diabetes mellitus, solid organ transplant, and systolic heart failure were the comorbidities most strongly associated with polypharmacy. The relative difference in number of medications associated with these comorbidities were 1.89, 1.39, 1.32, and 1.06, respectively. At the physician level, increased time since medical school graduation and smaller practice size were associated with lower rates of polypharmacy.
CONCLUSIONS: Patterns of high prescribing to older patients is common and measurable at the physician level. Addressing high outlier prescribers may represent an opportunity to reduce avoidable harm and excessive costs.

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Year:  2020        PMID: 31782129     DOI: 10.1007/s40266-019-00726-0

Source DB:  PubMed          Journal:  Drugs Aging        ISSN: 1170-229X            Impact factor:   3.923


  27 in total

1.  Too Little? Too Much? Primary care physicians' views on US health care: a brief report.

Authors:  Brenda E Sirovich; Steven Woloshin; Lisa M Schwartz
Journal:  Arch Intern Med       Date:  2011-09-26

2.  Polypharmacy Among Adults Aged 65 Years and Older in the United States: 1988-2010.

Authors:  Christina J Charlesworth; Ellen Smit; David S H Lee; Fatimah Alramadhan; Michelle C Odden
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2015-03-01       Impact factor: 6.053

Review 3.  The High Cost of Prescription Drugs in the United States: Origins and Prospects for Reform.

Authors:  Aaron S Kesselheim; Jerry Avorn; Ameet Sarpatwari
Journal:  JAMA       Date:  2016 Aug 23-30       Impact factor: 56.272

4.  Reducing inappropriate polypharmacy: the process of deprescribing.

Authors:  Ian A Scott; Sarah N Hilmer; Emily Reeve; Kathleen Potter; David Le Couteur; Deborah Rigby; Danijela Gnjidic; Christopher B Del Mar; Elizabeth E Roughead; Amy Page; Jesse Jansen; Jennifer H Martin
Journal:  JAMA Intern Med       Date:  2015-05       Impact factor: 21.873

5.  Polypharmacy correlates with increased risk for hip fracture in the elderly: a population-based study.

Authors:  Shih-Wei Lai; Kuan-Fu Liao; Chien-Chang Liao; Chih-Hsin Muo; Chiu-Shong Liu; Fung-Chang Sung
Journal:  Medicine (Baltimore)       Date:  2010-09       Impact factor: 1.889

6.  Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data.

Authors:  Hude Quan; Vijaya Sundararajan; Patricia Halfon; Andrew Fong; Bernard Burnand; Jean-Christophe Luthi; L Duncan Saunders; Cynthia A Beck; Thomas E Feasby; William A Ghali
Journal:  Med Care       Date:  2005-11       Impact factor: 2.983

7.  Patterns of drug use and factors associated with polypharmacy and excessive polypharmacy in elderly persons: results of the Kuopio 75+ study: a cross-sectional analysis.

Authors:  Johanna Jyrkkä; Hannes Enlund; Maarit J Korhonen; Raimo Sulkava; Sirpa Hartikainen
Journal:  Drugs Aging       Date:  2009       Impact factor: 3.923

8.  Use of prescription and over-the-counter medications and dietary supplements among older adults in the United States.

Authors:  Dima M Qato; G Caleb Alexander; Rena M Conti; Michael Johnson; Phil Schumm; Stacy Tessler Lindau
Journal:  JAMA       Date:  2008-12-24       Impact factor: 56.272

9.  Factors associated with falls among community-dwelling older people in Taiwan.

Authors:  Tai Yin Wu; Wei Chu Chie; Rong Sen Yang; Jen Pei Liu; Kuan Liang Kuo; Wai Kuen Wong; Chen Kun Liaw
Journal:  Ann Acad Med Singapore       Date:  2013-07       Impact factor: 2.473

Review 10.  The feasibility and effect of deprescribing in older adults on mortality and health: a systematic review and meta-analysis.

Authors:  Amy T Page; Rhonda M Clifford; Kathleen Potter; Darren Schwartz; Christopher D Etherton-Beer
Journal:  Br J Clin Pharmacol       Date:  2016-06-13       Impact factor: 4.335

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Authors:  M Gracia Cantillana-Suárez; Maria de Las Aguas Robustillo-Cortés; Antonio Gutiérrez-Pizarraya; Ramón Morillo-Verdugo
Journal:  Eur J Hosp Pharm       Date:  2021-02-24

Review 2.  An Update on Medication Use in Older Adults: a Narrative Review.

Authors:  Heather E Barry; Carmel M Hughes
Journal:  Curr Epidemiol Rep       Date:  2021-07-20

3.  Pain, Complex Chronic Conditions and Potential Inappropriate Medication in People with Dementia. Lessons Learnt for Pain Treatment Plans Utilizing Data from the Veteran Health Administration.

Authors:  Bettina S Husebo; Robert D Kerns; Ling Han; Melissa Skanderson; Danijela Gnjidic; Heather G Allore
Journal:  Brain Sci       Date:  2021-01-11

4.  Uses and perceptions of medications among French older adults: results from the 2020 French Health Barometer survey.

Authors:  Marie Herr; Laure Carcaillon-Bentata; Anh Thi-Quynh Tran; Noémie Soullier; Joël Ankri
Journal:  BMC Geriatr       Date:  2022-07-20       Impact factor: 4.070

5.  COVID-SAFER: Deprescribing Guidance for Hydroxychloroquine Drug Interactions in Older Adults.

Authors:  Sydney B Ross; Marnie Goodwin Wilson; Louise Papillon-Ferland; Sarah Elsayed; Peter E Wu; Kiran Battu; Sandra Porter; Babak Rashidi; Robyn Tamblyn; Louise Pilote; James Downar; Andre Bonnici; Allen Huang; Todd C Lee; Emily G McDonald
Journal:  J Am Geriatr Soc       Date:  2020-06-30       Impact factor: 7.538

  5 in total

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