Evidence map›Paper›PMID 37237338›Full record

ArticleBMC primary care2023

The effect of polypharmacy on healthcare services utilization in older adults with comorbidities: a retrospective cohort study.

George Doumat, Darine Daher, Mira Itani, Lina Abdouni, Khalil El Asmar, Georges Assaf

Open access · goldAbstract read
In one paragraph

Article in BMC primary care, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
10.3field-weighted citation impact, top 1% 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

37 citing papers in PubMed, 58 citations in OpenAlex.

  1. Trial
  2. Review
  3. Exploring the implementation and integration of structured medication reviews in primary care: a qualitative evaluation using normalisation process theory.The British journal of general practice : the journal of the Royal College of General Practitioners · 2026
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  6. Rates of medical service utilisation in people with and without cancer: an Australian cohort study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
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  14. Trends and disparities in mortality due to hypertensive disease and coexisting obesity in the USA: 1999-2023.The Egyptian heart journal : (EHJ) : official bulletin of the Egyptian Society of Cardiology · 2025
    Article
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  20. Team-based, Multidisciplinary Care in the Emergency Department.Emergency medicine clinics of North America · 2025
    Review
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

6 authors at 3 institutions in 2 countries.

George DoumatFaculty of Medicine, American University of Beirut Medical Center, Beirut, Lebanon.
Darine DaherFaculty of Medicine, American University of Beirut Medical Center, Beirut, Lebanon.
Mira ItaniDepartment of Family Medicine, Faculty of Medicine, American University of Beirut, Beirut, Lebanon.
Lina AbdouniDepartment of Family Medicine, Faculty of Medicine, American University of Beirut, Beirut, Lebanon.
Khalil El AsmarDepartment of Epidemiology and Population Health, Faculty of Health Sciences, American University of Beirut, Beirut, Lebanon.
Georges AssafDepartment of Family Medicine, Faculty of Medicine, American University of Beirut, Beirut, Lebanon. ga62@aub.edu.lb.
American University of Beirut · LBAmerican University of Beirut Medical Center · LBUniversity of Illinois Chicago · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOlder adults are more prone to increasing comorbidities and polypharmacy. Polypharmacy is associated with inappropriate prescribing and an increased risk of adverse effects. This study examined the effect of polypharmacy in older adults on healthcare services utilization (HSU). It also explored the impact of different drug classes of polypharmacy including psychotropic, antihypertensive, and antidiabetic polypharmacy on HSU.

methodsThis is a retrospective cohort study. Community-dwelling older adults aged ≥ 65 years were selected from the primary care patient cohort database of the ambulatory clinics of the Department of Family Medicine at the American University of Beirut Medical Center. Concomitant use of 5 or more prescription medications was considered polypharmacy. Demographics, Charlson Comorbidity index (CCI), and HSU outcomes, including the rate of all-cause emergency department (ED) visits, rate of all-cause hospitalization, rate of ED visits for pneumonia, rate of hospitalization for pneumonia, and mortality were collected. Binomial logistic regression models were used to predict the rates of HSU outcomes.

resultsA total of 496 patients were analyzed. Comorbidities were present in all patients, with 22.8% (113) of patients having mild to moderate comorbidity and 77.2% (383) of patients having severe comorbidity. Patients with polypharmacy were more likely to have severe comorbidity compared to patients with no polypharmacy (72.3% vs. 27.7%, p = 0.001). Patients with polypharmacy were more likely to visit the ED for all causes as compared to patients without polypharmacy (40.6% vs. 31.4%, p = 0.05), and had a significantly higher rate of all-cause hospitalization (adjusted odds ratio aOR 1.66, 95 CI = 1.08-2.56, p = 0.022). Patients with psychotropic polypharmacy were more likely to be hospitalized due to pneumonia (crude odds ratio cOR 2.37, 95 CI = 1.03-5.46, p = 0.043), and to visit ED for Pneumonia (cOR 2.31, 95 CI = 1.00-5.31, p = 0.049). The association lost significance after adjustment.

conclusionsThe increasing prevalence of polypharmacy amongst the geriatric population with comorbidity is associated with an increase in HSU outcomes. As such, frequent medication revisions in a holistic, multi-disciplinary approach are needed.

Indexed as

Facilities and Services UtilizationHospitalizationAgedComorbidityDelivery of Health CareHumansRetrospective StudiesUnited StatesAgedOutcome Assessment, Health CarePolypharmacy

Identifiers

PMID37237338
PMCPMC10214698
OpenAlexW4378472537

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.