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Barrio-Cortes J, Benito-Sánchez B, Villimar-Rodriguez AI, Rujas M, Arroyo-Gallego P, Carlson J, Merino-Barbancho B, Roca-Umbert A, Castillo-Sanz A, Lupiáñez-Villanueva F, Fico G, Gómez-Gascón T. Differences in healthcare service utilization in patients with polypharmacy according to their risk level by adjusted morbidity groups: a population-based cross-sectional study. J Pharm Policy Pract 2023; 16:161. [PMID: 38017572 PMCID: PMC10683272 DOI: 10.1186/s40545-023-00665-7] [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: 08/02/2023] [Accepted: 11/15/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Patients with polypharmacy suffer from complex medical conditions involving a large healthcare burden. This study aimed to describe the characteristics and utilization of primary care (PC) and hospital care (HC) and factors associated in chronic patients with polypharmacy, stratifying by adjusted morbidity groups (AMG) risk level, sex and age, and comparing with non-polypharmacy. METHODS Cross-sectional study conducted in a Spanish basic healthcare area. Studied patients were those over 18 years with chronic diseases identified by the AMG tool from Madrid electronic clinical record, which was the data source. Sociodemographic, sociofunctional, clinical and healthcare utilization variables were described and compared by risk level, sex, age and having or not polypharmacy. Factors associated with healthcare utilization in polypharmacy patients were determined by a negative binomial regression model. RESULTS In the area studied, 61.3% patients had chronic diseases, of which 16.9% had polypharmacy vs. 83.1% without polypharmacy. Patients with polypharmacy (vs. non-polypharmacy) mean age was 82.7 (vs. 52.7), 68.9% (vs. 60.7%) were women, and 22.0% (vs. 1.2%) high risk. Their average number of chronic diseases was 4.8 (vs. 2.2), and 95.6% (vs. 56.9%) had multimorbidity. Their mean number of annual healthcare contacts was 30.3 (vs. 10.5), 25.9 (vs. 8.8) with PC and 4.4 (vs. 1.7) with HC. Factors associated with a greater PC utilization in patients with polypharmacy were elevated complexity, high risk level and dysrhythmia. Variables associated with a higher HC utilization were also increased complexity and high risk, in addition to male sex, being in palliative care, having a primary caregiver, suffering from neoplasia (specifically lymphoma or leukaemia) and arthritis, whereas older age and immobilization were negatively associated. CONCLUSIONS Polypharmacy population compared to non-polypharmacy was characterized by a more advanced age, predominance of women, high-risk, complexity, numerous comorbidities, dependency and remarkable healthcare utilization. These findings could help healthcare policy makers to optimize the distribution of resources and professionals within PC and HC systems, aiming for the improvement of polypharmacy management and rational use of medicines while reducing costs attributed to healthcare utilization by these patients.
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Affiliation(s)
- Jaime Barrio-Cortes
- Foundation for Biosanitary Research and Innovation in Primary Care (FIIBAP), Ave. Reina Victoria, 21, 6Th Floor, 28003, Madrid, Spain
- Faculty of Health, Camilo José Cela University, Madrid, Spain
- Gregorio Marañón Health Research Institute, Madrid, Spain
- Research Network On Chronicity, Primary Care and Prevention and Health Promotion, Carlos III Health Institute, Madrid, Spain
| | - Beatriz Benito-Sánchez
- Foundation for Biosanitary Research and Innovation in Primary Care (FIIBAP), Ave. Reina Victoria, 21, 6Th Floor, 28003, Madrid, Spain.
| | | | - Miguel Rujas
- Technical University of Madrid (UPM), Madrid, Spain
| | | | | | | | | | | | | | | | - Tomás Gómez-Gascón
- Foundation for Biosanitary Research and Innovation in Primary Care (FIIBAP), Ave. Reina Victoria, 21, 6Th Floor, 28003, Madrid, Spain
- Research Network On Chronicity, Primary Care and Prevention and Health Promotion, Carlos III Health Institute, Madrid, Spain
- Research Institute Hospital, 12 de Octubre (imas12), Primary Care Management, Madrid, Spain
- Faculty of Medicine, Complutense University of Madrid, Madrid, Spain
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Mehta RS, Kochar BD, Kennelty K, Ernst ME, Chan AT. Emerging approaches to polypharmacy among older adults. NATURE AGING 2021; 1:347-356. [PMID: 37117591 DOI: 10.1038/s43587-021-00045-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 02/10/2021] [Indexed: 12/22/2022]
Abstract
Polypharmacy is a major health issue for older adults. Entangled with several geriatric syndromes, including frailty, falls and cognitive decline, research focused on polypharmacy has been challenged by heterogeneity in its definition, confounding by comorbidities and limited prospective data. In this Review, we discuss varying definitions for polypharmacy and highlight the need for a uniform definition for future studies. We critically appraise strategies for reducing medication prescriptions and implementing deprescribing as a mechanism to reduce the potential harmful effects of polypharmacy. As we look to the future, we assess the role of novel analytics and high-throughput technology, including multiomics profiling, to advance research in polypharmacy and the development of new strategies for risk stratification in the age of precision medicine.
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Affiliation(s)
- Raaj S Mehta
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Bharati D Kochar
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Korey Kennelty
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Iowa, Iowa City, IA, USA
- Department of Family Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Michael E Ernst
- Department of Pharmacy Practice and Science, College of Pharmacy, University of Iowa, Iowa City, IA, USA
- Department of Family Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
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Assari S, Wisseh C, Saqib M, Bazargan M. Polypharmacy Is Associated with Lower Memory Function in African American Older Adults. Brain Sci 2020; 10:brainsci10010049. [PMID: 31963177 PMCID: PMC7017256 DOI: 10.3390/brainsci10010049] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 01/08/2020] [Accepted: 01/14/2020] [Indexed: 12/15/2022] Open
Abstract
Although previous research has linked polypharmacy to lower cognitive function in the general population, we know little about this association among economically challenged African American (AA) older adults. This study explored the link between polypharmacy and memory function among AA older adults. This community-based study recruited 399 AA older adults who were 65+ years old and living in economically disadvantaged areas of South Los Angeles. Polypharmacy (taking 5+ medications) was the independent variable, memory function was the outcome variable (continuous variable), and gender, age, living arrangement, socioeconomic status (educational attainment and financial strain), health behaviors (current smoking and any binge drinking), and multimorbidity (number of chronic diseases) were the covariates. Linear regression was used for data analyses. Polypharmacy was associated with lower scores on memory function, above and beyond covariates. Among AA older adults, polypharmacy may be linked to worse cognitive function. Future research should test the mechanisms by which polypharmacy is associated with lower levels of cognitive decline. There is a need for screening for memory problems in AA older adults who are exposed to polypharmacy.
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Affiliation(s)
- Shervin Assari
- Department of Family Medicine, Charles R Drew University of Medicine and Science, Los Angeles, CA 90095, USA;
- Correspondence: ; Tel.: +1-734-858-8333
| | - Cheryl Wisseh
- Department of Pharmacy Practice, West Coast University School of Pharmacy, Los Angeles, CA 91606, USA;
| | - Mohammed Saqib
- Health Behavior & Health Education, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Mohsen Bazargan
- Department of Family Medicine, Charles R Drew University of Medicine and Science, Los Angeles, CA 90095, USA;
- Department of Family Medicine, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA
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