Evidence map›Paper›PMID 37233904›Full record

ArticleDrugs - real world outcomes2023

Risk Factors Associated With Polypharmacy and Potentially Inappropriate Medication Use in Ambulatory Care Among the Elderly in the United States: A Cross-Sectional Study.

Khue Nguyen, Vinita Subramanya, Ambar Kulshreshtha

Open access · goldAbstract read
In one paragraph

Article in Drugs - real world outcomes, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
3.6field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 20 citations in OpenAlex.

  1. DDIapp-A Web-Based Application for Static Drug-Drug Interaction Assessment.CPT: pharmacometrics & systems pharmacology · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 1 institution in 1 country.

Khue NguyenDepartment of Epidemiology, Rollins School of Public Health, Emory University, 4500 North Shallowford Rd., Suite 134, Atlanta, GA, 30338, USA.
Vinita SubramanyaDepartment of Epidemiology, Rollins School of Public Health, Emory University, 4500 North Shallowford Rd., Suite 134, Atlanta, GA, 30338, USA.
Ambar KulshreshthaDepartment of Epidemiology, Rollins School of Public Health, Emory University, 4500 North Shallowford Rd., Suite 134, Atlanta, GA, 30338, USA. akulshr@emory.edu.ORCID http://orcid.org/0000-0003-4610-1352
Emory University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionPolypharmacy, defined as the concurrent use of multiple (commonly five or more) prescription drugs, is widely prevalent among the elderly. It is a preventable and significant contributor to morbidity and mortality among older people. It is linked to prescribing potentially inappropriate medications (PIMs), which have been shown to be associated with an increased risk of adverse drug interactions and reduced compliance, and in some cases result in prescribing cascades where more drugs are prescribed to manage adverse outcomes. This study aimed to examine risk factors associated with polypharmacy and PIMs among elderly patients in outpatient settings in the US.

methodsWe conducted a cross-sectional analysis using the nationally representative National Ambulatory Medical Care Survey, between 2010 and 2016. We extracted data from all people aged 65 years or older and evaluated factors associated with polypharmacy and PIMs using multivariable logistic regression. Weights were applied to obtain national estimates.

resultsDuring the study period, there were a total of 81,295 ambulatory visits among adults 65 years and older. Being a woman (compared with a man) was more likely to be associated with greater prevalence of PIMs (OR: 1.31, 95% CI 1.23-1.40), and living in rural areas were more likely to be associated with both polypharmacy (OR: 1.15, 95% CI 1.07-1.23) and PIMs (OR: 1.19, 95% CI 1.09-1.29), compared with living in urban areas. Older age was positively associated with polypharmacy (OR: 1.08, 95% CI 1.06-1.10), but negatively associated with PIMs (OR: 0.97, 95% CI 0.95-0.99).

conclusionsOur study suggests age, being a woman, and living in rural areas are risk factors for both polypharmacy and PIMs usage. Aside from primary care providers' roles in managing polypharmacy, collaborative care with other specialty providers, such as clinical pharmacists, should also be considered as an approach to improving the quality of prescribing in geriatric patients. Future research should further explore reasons for polypharmacy and focus on deprescribing and quality improvement initiatives in primary care to lower polypharmacy among the elderly.

Identifiers

PMID37233904
PMCPMC10491561
OpenAlexW4378348792

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.