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

Older 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...

Full description

Saved in:
Bibliographic Details
Published inBMC family practice Vol. 24; no. 1; pp. 120 - 9
Main Authors Doumat, George, Daher, Darine, Itani, Mira, Abdouni, Lina, El Asmar, Khalil, Assaf, Georges
Format Journal Article
LanguageEnglish
Published England BioMed Central Ltd 26.05.2023
BioMed Central
BMC
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Older 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. This 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. A 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. The 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.
AbstractList Older 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. This 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. A 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. The 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.
Abstract Background Older 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. Methods This 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. Results A 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. Conclusions The 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.
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.
Background Older 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. Methods This is a retrospective cohort study. Community-dwelling older adults aged [greater than or equal to] 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. Results A 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. Conclusions The 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. Keywords: Aged, Polypharmacy, Outcome Assessment, Health Care
Older 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. This is a retrospective cohort study. Community-dwelling older adults aged [greater than or equal to] 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. A 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. The 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.
Older 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.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.This 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.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.A 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.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.The 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.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.
ArticleNumber 120
Audience Academic
Author Itani, Mira
Assaf, Georges
El Asmar, Khalil
Daher, Darine
Abdouni, Lina
Doumat, George
Author_xml – sequence: 1
  givenname: George
  surname: Doumat
  fullname: Doumat, George
– sequence: 2
  givenname: Darine
  surname: Daher
  fullname: Daher, Darine
– sequence: 3
  givenname: Mira
  surname: Itani
  fullname: Itani, Mira
– sequence: 4
  givenname: Lina
  surname: Abdouni
  fullname: Abdouni, Lina
– sequence: 5
  givenname: Khalil
  surname: El Asmar
  fullname: El Asmar, Khalil
– sequence: 6
  givenname: Georges
  surname: Assaf
  fullname: Assaf, Georges
BackLink https://www.ncbi.nlm.nih.gov/pubmed/37237338$$D View this record in MEDLINE/PubMed
BookMark eNp9Ul1rFDEUHaRia-0f8EECvvgyNcl8ZX2RUvwoFHypz-FO5mYnZWayJpmV9cHf7t3dWnaLSAgJueecm5Ocl9nJ5CfMsteCXwqh6vdRSNVUOZcFTd7wnD_LzmRTiLysquLkYH-aXcR4zzmXTd3IoniRnRa0NkWhzrLfdz0ytBZNYt6ylR82qx7CCGbD_MR6hCH1BgKyiGHtDEY2Jze4X5Ac1d3E_NBhYNDNQ4rsp0s9M370oXWdSw7jBwYsYAo-rqiHWyOVex8Si2nuNq-y5xaGiBcP63n2_fOnu-uv-e23LzfXV7e5qeoy5VUFZMSYQkFRS0ADYBtF_hedNELYRdnJtrULlIbXVrSqUEohtqUo2koR6Ty72et2Hu71KrgRwkZ7cHp34MNSQ0jODKiFagXvLHBo2xJl3dLzgjVgwZS8FRVpfdxrreZ2xM7glAIMR6LHlcn1eunXWnApynqhSOHdg0LwP2aMSY8uGhwGmNDPUUslORcNbxYEffsEeu_nMNFbbVEN_aniB6glkAM3WU-NzVZUXzUVV0qKpibU5T9QNDocnaF4WUfnR4Q3h04fLf6NDwHkHmDof2NA-wgRXG9jqvcx1RRTvYup5kRST0jGpV2c6Dpu-B_1D60v7ZQ
CitedBy_id crossref_primary_10_24857_rgsa_v18n5_161
crossref_primary_10_1016_j_intimp_2024_113901
crossref_primary_10_1016_j_japh_2024_102154
crossref_primary_10_1080_13510002_2023_2289740
crossref_primary_10_1177_17423953231205918
crossref_primary_10_1016_j_emc_2024_08_014
crossref_primary_10_1093_ijpp_riae054
crossref_primary_10_1177_10781552251315146
crossref_primary_10_2196_50617
crossref_primary_10_1007_s10029_024_03138_1
crossref_primary_10_1093_ejcts_ezae355
crossref_primary_10_1111_ggi_14860
crossref_primary_10_3390_jcm13195727
crossref_primary_10_1038_s41598_023_46094_z
crossref_primary_10_3724_j_fjyl_202312100552
crossref_primary_10_1080_20523211_2024_2378484
crossref_primary_10_3389_fphar_2024_1374408
crossref_primary_10_1016_j_exger_2024_112504
crossref_primary_10_3389_fphar_2024_1320490
crossref_primary_10_3390_healthcare12161585
crossref_primary_10_4236_pp_2025_161001
crossref_primary_10_37914_riis_v7i3_415
crossref_primary_10_59324_ejmhr_2024_2_5__17
Cites_doi 10.1017/S1041610200006244
10.1002/gps.5048
10.1016/0021-9681(87)90171-8
10.1002/pds.2116
10.1093/ageing/afh213
10.1001/jamainternmed.2019.3007
10.1111/jgs.13153
10.1016/S0025-6196(12)60643-0
10.1002/14651858.CD008165.pub3
10.1111/j.1532-5415.2011.03772.x
10.1186/s12916-015-0322-7
10.1177/2042098620933741
10.1001/jama.293.11.1348
10.1186/s12888-021-03309-9
10.1097/00005537-200204000-00001
10.1111/jgs.13932
10.1186/s12877-017-0621-2
10.1016/j.archger.2022.104630
10.1097/MLR.0000000000001195
10.2147/CLEP.S153458
10.2991/j.jegh.2018.08.002
10.1136/thoraxjnl-2012-202374
10.1016/j.jsps.2022.01.003
10.1371/journal.pone.0255642
10.1016/j.japh.2017.06.002
10.1111/jgs.15767
10.1002/ams2.153
10.1038/s41598-020-75888-8
10.1097/MEG.0000000000000983
10.1002/pros.21151
10.7326/0003-4819-152-7-201004060-00006
10.1186/s12877-022-03066-8
10.1007/s40266-020-00754-1
10.3389/fpsyt.2022.941198
10.1111/jgs.15066
10.1016/j.idc.2017.07.015
10.1093/epirev/mxs009
10.3390/geriatrics5040085
10.1136/bmj.329.7456.15
10.1186/s12877-022-02792-3
10.1517/14740338.2013.827660
10.1002/npr2.12034
10.1016/j.lungcan.2006.10.022
10.1345/aph.1R621
10.1067/mem.2001.119456
10.1186/s12877-018-0752-0
10.1016/j.jclinepi.2006.11.022
ContentType Journal Article
Copyright 2023. The Author(s).
COPYRIGHT 2023 BioMed Central Ltd.
2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
The Author(s) 2023
Copyright_xml – notice: 2023. The Author(s).
– notice: COPYRIGHT 2023 BioMed Central Ltd.
– notice: 2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: The Author(s) 2023
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7X7
7XB
88E
8FI
8FJ
8FK
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
FYUFA
GHDGH
K9.
M0S
M1P
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQQKQ
PQUKI
PRINS
7X8
5PM
DOA
DOI 10.1186/s12875-023-02070-0
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Medical Database (Alumni Edition)
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
ProQuest Central
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Health & Medical Complete (Alumni)
Health & Medical Collection (Alumni)
Proquest Medical Database
ProQuest Central Premium
ProQuest One Academic
ProQuest Publicly Available Content Database
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Central China
ProQuest Central
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
ProQuest Central Korea
Health & Medical Research Collection
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList MEDLINE

Publicly Available Content Database


MEDLINE - Academic
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 4
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 2731-4553
1471-2296
EndPage 9
ExternalDocumentID oai_doaj_org_article_18b10dfa0abb4e26b020afcafac40b15
PMC10214698
A750882176
37237338
10_1186_s12875_023_02070_0
Genre Journal Article
GeographicLocations United States
Lebanon
GeographicLocations_xml – name: United States
– name: Lebanon
GroupedDBID 0R~
53G
7X7
88E
8FI
8FJ
AAJSJ
AASML
AAYXX
ABDBF
ABUWG
ADUKV
AFKRA
ALMA_UNASSIGNED_HOLDINGS
BENPR
BMC
C6C
CCPQU
CITATION
EAD
EAP
EAS
EBD
EBLON
EBS
EIHBH
EMB
EMK
ESX
FYUFA
GROUPED_DOAJ
HMCUK
IAO
IHR
INH
ITC
M1P
M~E
PGMZT
PHGZM
PHGZT
PIMPY
PSQYO
ROL
RPM
RSV
SOJ
TUS
UKHRP
W2D
ACRMQ
CGR
CUY
CVF
ECM
EIF
EMOBN
ICW
NPM
SV3
PMFND
---
23N
2WC
3V.
5VS
6J9
6PF
7XB
8FK
AAFWJ
AAWTL
ACGFO
ACGFS
ACIHN
ACMJI
ADBBV
ADRAZ
AEAQA
AENEX
AFPKN
AHBYD
AHMBA
AHYZX
ALIPV
AMKLP
AMTXH
AOIJS
AZQEC
BAPOH
BAWUL
BCNDV
BFQNJ
BPHCQ
BVXVI
CS3
DIK
DU5
DWQXO
E3Z
F5P
GX1
HYE
INR
K9.
KQ8
O5R
O5S
OVT
P2P
PJZUB
PKEHL
PPXIY
PQEST
PQQKQ
PQUKI
PRINS
PROAC
RBZ
RNS
SMD
TR2
U2A
UNMZH
WOQ
WOW
XSB
7X8
5PM
PUEGO
ID FETCH-LOGICAL-c564t-55a553cc38a362aecaaf788759d2c11f94d2bbf9e2c06f1b83888eeb413b588a3
IEDL.DBID DOA
ISSN 2731-4553
IngestDate Wed Aug 27 01:29:22 EDT 2025
Thu Aug 21 18:37:39 EDT 2025
Fri Jul 11 08:37:58 EDT 2025
Fri Jul 25 07:22:58 EDT 2025
Tue Jun 17 21:25:26 EDT 2025
Tue Jun 10 20:29:06 EDT 2025
Thu Jan 02 22:51:52 EST 2025
Thu Apr 24 23:11:16 EDT 2025
Tue Jul 01 03:09:32 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Outcome Assessment, Health Care
Aged
Polypharmacy
Language English
License 2023. The Author(s).
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c564t-55a553cc38a362aecaaf788759d2c11f94d2bbf9e2c06f1b83888eeb413b588a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
OpenAccessLink https://doaj.org/article/18b10dfa0abb4e26b020afcafac40b15
PMID 37237338
PQID 2827027809
PQPubID 44667
PageCount 9
ParticipantIDs doaj_primary_oai_doaj_org_article_18b10dfa0abb4e26b020afcafac40b15
pubmedcentral_primary_oai_pubmedcentral_nih_gov_10214698
proquest_miscellaneous_2820017079
proquest_journals_2827027809
gale_infotracmisc_A750882176
gale_infotracacademiconefile_A750882176
pubmed_primary_37237338
crossref_primary_10_1186_s12875_023_02070_0
crossref_citationtrail_10_1186_s12875_023_02070_0
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2023-05-26
PublicationDateYYYYMMDD 2023-05-26
PublicationDate_xml – month: 05
  year: 2023
  text: 2023-05-26
  day: 26
PublicationDecade 2020
PublicationPlace England
PublicationPlace_xml – name: England
– name: London
PublicationTitle BMC family practice
PublicationTitleAlternate BMC Prim Care
PublicationYear 2023
Publisher BioMed Central Ltd
BioMed Central
BMC
Publisher_xml – name: BioMed Central Ltd
– name: BioMed Central
– name: BMC
References RL Maher (2070_CR10) 2014; 13
GL Gravina (2070_CR18) 2010; 70
E Zgheib (2070_CR7) 2018; 8
K DeCarlo (2070_CR24) 2022; 22
ME Charlson (2070_CR20) 1987; 40
AGS AGS (2070_CR52) 2019; 67
TS Anderson (2070_CR26) 2019; 179
2070_CR46
MH Aljawadi (2070_CR6) 2022; 30
K Canaslan (2070_CR34) 2022; 22
DW Davis (2070_CR23) 2021; 21
SL Harrison (2070_CR25) 2018; 18
J Han (2070_CR48) 2022; 13
B Rajamaki (2070_CR37) 2020; 37
T Haga (2070_CR49) 2018; 38
D Fialova (2070_CR33) 2005; 293
SM Juergens (2070_CR42) 1993; 68
TI Chang (2070_CR31) 2020; 10
N Leelakanok (2070_CR17) 2017; 57
J Jyrkka (2070_CR16) 2011; 20
M Pirmohamed (2070_CR14) 2004; 329
2070_CR50
B Guthrie (2070_CR3) 2015; 13
M Khezrian (2070_CR29) 2020; 11
GQ Sun (2070_CR40) 2019; 34
G Trifiro (2070_CR39) 2010; 152
Y Li (2070_CR32) 2022; 100
O Henig (2070_CR21) 2017; 31
RK Lin (2070_CR9) 2007; 55
DC Goff Jr (2070_CR19) 2014; 129
JS Schindler (2070_CR41) 2002; 112
M Crotty (2070_CR51) 2004; 33
2070_CR8
NJ Martin (2070_CR15) 2000; 12
2070_CR28
T Abe (2070_CR30) 2016; 3
SJ Herzig (2070_CR36) 2017; 65
2070_CR22
M Miarons Font (2070_CR38) 2017; 29
L Morin (2070_CR4) 2018; 10
S Hennessy (2070_CR44) 2007; 60
N Masnoon (2070_CR2) 2017; 17
S Knox (2070_CR47) 2019; 57
ZA Marcum (2070_CR12) 2012; 60
D Varghese (2070_CR27) 2022
EH Young (2070_CR5) 2021; 16
ME Salive (2070_CR1) 2013; 35
CM Hohl (2070_CR11) 2001; 38
S Chatterjee (2070_CR45) 2016; 64
TR Fried (2070_CR35) 2014; 62
E Obiora (2070_CR43) 2013; 68
J Doan (2070_CR13) 2013; 47
References_xml – ident: 2070_CR8
– volume: 12
  start-page: 117
  issue: 1
  year: 2000
  ident: 2070_CR15
  publication-title: Int Psychogeriatr
  doi: 10.1017/S1041610200006244
– volume: 34
  start-page: 513
  issue: 4
  year: 2019
  ident: 2070_CR40
  publication-title: Int J Geriatr Psychiatry
  doi: 10.1002/gps.5048
– volume: 40
  start-page: 373
  issue: 5
  year: 1987
  ident: 2070_CR20
  publication-title: J Chronic Dis
  doi: 10.1016/0021-9681(87)90171-8
– volume: 20
  start-page: 514
  issue: 5
  year: 2011
  ident: 2070_CR16
  publication-title: Pharmacoepidemiol Drug Saf
  doi: 10.1002/pds.2116
– volume: 33
  start-page: 612
  issue: 6
  year: 2004
  ident: 2070_CR51
  publication-title: Age Ageing
  doi: 10.1093/ageing/afh213
– volume-title: Ishida. C, Koya. HH
  year: 2022
  ident: 2070_CR27
– volume: 179
  start-page: 1528
  issue: 11
  year: 2019
  ident: 2070_CR26
  publication-title: JAMA Intern Med
  doi: 10.1001/jamainternmed.2019.3007
– volume: 62
  start-page: 2261
  issue: 12
  year: 2014
  ident: 2070_CR35
  publication-title: J Am Geriatr Soc
  doi: 10.1111/jgs.13153
– volume: 68
  start-page: 818
  issue: 8
  year: 1993
  ident: 2070_CR42
  publication-title: Mayo Clin Proc
  doi: 10.1016/S0025-6196(12)60643-0
– ident: 2070_CR46
– ident: 2070_CR50
  doi: 10.1002/14651858.CD008165.pub3
– volume: 60
  start-page: 34
  issue: 1
  year: 2012
  ident: 2070_CR12
  publication-title: J Am Geriatr Soc
  doi: 10.1111/j.1532-5415.2011.03772.x
– volume: 13
  start-page: 74
  year: 2015
  ident: 2070_CR3
  publication-title: BMC Med
  doi: 10.1186/s12916-015-0322-7
– volume: 11
  start-page: 204209862093374
  year: 2020
  ident: 2070_CR29
  publication-title: Ther Adv Drug Saf
  doi: 10.1177/2042098620933741
– volume: 293
  start-page: 1348
  issue: 11
  year: 2005
  ident: 2070_CR33
  publication-title: JAMA
  doi: 10.1001/jama.293.11.1348
– volume: 21
  start-page: 303
  issue: 1
  year: 2021
  ident: 2070_CR23
  publication-title: BMC Psychiatry
  doi: 10.1186/s12888-021-03309-9
– volume: 112
  start-page: 589
  issue: 4
  year: 2002
  ident: 2070_CR41
  publication-title: Laryngoscope
  doi: 10.1097/00005537-200204000-00001
– volume: 64
  start-page: 394
  issue: 2
  year: 2016
  ident: 2070_CR45
  publication-title: J Am Geriatr Soc
  doi: 10.1111/jgs.13932
– volume: 17
  start-page: 230
  issue: 1
  year: 2017
  ident: 2070_CR2
  publication-title: BMC Geriatr
  doi: 10.1186/s12877-017-0621-2
– volume: 100
  start-page: 104630
  year: 2022
  ident: 2070_CR32
  publication-title: Arch Gerontol Geriatr
  doi: 10.1016/j.archger.2022.104630
– volume: 57
  start-page: 766
  issue: 10
  year: 2019
  ident: 2070_CR47
  publication-title: Med Care
  doi: 10.1097/MLR.0000000000001195
– volume: 10
  start-page: 289
  year: 2018
  ident: 2070_CR4
  publication-title: Clin Epidemiol
  doi: 10.2147/CLEP.S153458
– volume: 8
  start-page: 82
  issue: 1–2
  year: 2018
  ident: 2070_CR7
  publication-title: J Epidemiol Glob Health
  doi: 10.2991/j.jegh.2018.08.002
– volume: 68
  start-page: 163
  issue: 2
  year: 2013
  ident: 2070_CR43
  publication-title: Thorax
  doi: 10.1136/thoraxjnl-2012-202374
– volume: 30
  start-page: 230
  issue: 3
  year: 2022
  ident: 2070_CR6
  publication-title: Saudi Pharm J
  doi: 10.1016/j.jsps.2022.01.003
– ident: 2070_CR22
– volume: 16
  start-page: e0255642
  issue: 8
  year: 2021
  ident: 2070_CR5
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0255642
– volume: 57
  start-page: 729
  issue: 6
  year: 2017
  ident: 2070_CR17
  publication-title: J Am Pharm Assoc (2003)
  doi: 10.1016/j.japh.2017.06.002
– volume: 67
  start-page: 674
  issue: 4
  year: 2019
  ident: 2070_CR52
  publication-title: J Am Geriatr Soc
  doi: 10.1111/jgs.15767
– volume: 3
  start-page: 107
  issue: 2
  year: 2016
  ident: 2070_CR30
  publication-title: Acute Med Surg
  doi: 10.1002/ams2.153
– volume: 10
  start-page: 18964
  issue: 1
  year: 2020
  ident: 2070_CR31
  publication-title: Sci Rep
  doi: 10.1038/s41598-020-75888-8
– volume: 29
  start-page: 1332
  issue: 12
  year: 2017
  ident: 2070_CR38
  publication-title: Eur J Gastroenterol Hepatol
  doi: 10.1097/MEG.0000000000000983
– volume: 70
  start-page: 1166
  issue: 11
  year: 2010
  ident: 2070_CR18
  publication-title: Prostate
  doi: 10.1002/pros.21151
– volume: 152
  start-page: 418
  issue: 7
  year: 2010
  ident: 2070_CR39
  publication-title: Ann Intern Med
  doi: 10.7326/0003-4819-152-7-201004060-00006
– volume: 22
  start-page: 440
  issue: 1
  year: 2022
  ident: 2070_CR34
  publication-title: BMC Geriatr
  doi: 10.1186/s12877-022-03066-8
– volume: 37
  start-page: 241
  issue: 4
  year: 2020
  ident: 2070_CR37
  publication-title: Drugs Aging
  doi: 10.1007/s40266-020-00754-1
– volume: 13
  start-page: 941198
  year: 2022
  ident: 2070_CR48
  publication-title: Front Psychiatry
  doi: 10.3389/fpsyt.2022.941198
– volume: 65
  start-page: 2580
  issue: 12
  year: 2017
  ident: 2070_CR36
  publication-title: J Am Geriatr Soc
  doi: 10.1111/jgs.15066
– volume: 31
  start-page: 689
  issue: 4
  year: 2017
  ident: 2070_CR21
  publication-title: Infect Dis Clin North Am
  doi: 10.1016/j.idc.2017.07.015
– volume: 35
  start-page: 75
  year: 2013
  ident: 2070_CR1
  publication-title: Epidemiol Rev
  doi: 10.1093/epirev/mxs009
– volume: 129
  start-page: 49
  issue: 25 Suppl 2
  year: 2014
  ident: 2070_CR19
  publication-title: Circulation
– ident: 2070_CR28
  doi: 10.3390/geriatrics5040085
– volume: 329
  start-page: 15
  issue: 7456
  year: 2004
  ident: 2070_CR14
  publication-title: BMJ
  doi: 10.1136/bmj.329.7456.15
– volume: 22
  start-page: 97
  issue: 1
  year: 2022
  ident: 2070_CR24
  publication-title: BMC Geriatr
  doi: 10.1186/s12877-022-02792-3
– volume: 13
  start-page: 57
  issue: 1
  year: 2014
  ident: 2070_CR10
  publication-title: Expert Opin Drug Saf
  doi: 10.1517/14740338.2013.827660
– volume: 38
  start-page: 204
  issue: 4
  year: 2018
  ident: 2070_CR49
  publication-title: Neuropsychopharmacol Rep
  doi: 10.1002/npr2.12034
– volume: 55
  start-page: 205
  issue: 2
  year: 2007
  ident: 2070_CR9
  publication-title: Lung cancer (Amsterdam Netherlands)
  doi: 10.1016/j.lungcan.2006.10.022
– volume: 47
  start-page: 324
  issue: 3
  year: 2013
  ident: 2070_CR13
  publication-title: Ann Pharmacother
  doi: 10.1345/aph.1R621
– volume: 38
  start-page: 666
  issue: 6
  year: 2001
  ident: 2070_CR11
  publication-title: Ann Emerg Med
  doi: 10.1067/mem.2001.119456
– volume: 18
  start-page: 60
  issue: 1
  year: 2018
  ident: 2070_CR25
  publication-title: BMC Geriatr
  doi: 10.1186/s12877-018-0752-0
– volume: 60
  start-page: 911
  issue: 9
  year: 2007
  ident: 2070_CR44
  publication-title: J Clin Epidemiol
  doi: 10.1016/j.jclinepi.2006.11.022
SSID ssj0002767233
ssj0017822
Score 2.3830678
Snippet Older adults are more prone to increasing comorbidities and polypharmacy. Polypharmacy is associated with inappropriate prescribing and an increased risk of...
Background Older adults are more prone to increasing comorbidities and polypharmacy. Polypharmacy is associated with inappropriate prescribing and an increased...
BackgroundOlder adults are more prone to increasing comorbidities and polypharmacy. Polypharmacy is associated with inappropriate prescribing and an increased...
Abstract Background Older adults are more prone to increasing comorbidities and polypharmacy. Polypharmacy is associated with inappropriate prescribing and an...
SourceID doaj
pubmedcentral
proquest
gale
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 120
SubjectTerms Age
Aged
Antidiabetics
Antihypertensives
Care and treatment
Chronic illnesses
Cognitive ability
Cohort analysis
Comorbidity
Datasets
Delivery of Health Care
Dementia
Diagnosis
Disease
Emergency medical care
Facilities and Services Utilization
Forecasts and trends
Gender
Hospitalization
Humans
Medical care
Methods
Mortality
Older people
Outcome Assessment, Health Care
Patients
Pneumonia
Polypharmacy
Prescription drugs
Prevention
Primary care
Retrospective Studies
United States
United States - epidemiology
Utilization
Variables
SummonAdditionalLinks – databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3Ni9UwEA-6gngRv-3uKhEED1I2bZo09SKruCzCenLh3UKSpu6DR_tsu4e9-Lc7k6Z1i7DXJoGk85XJzPyGkPdwKWY-Yzx1BXg6CKiUKi5lCrZNGdMw7kN59MUPeX5ZfN-ITXxwG2Ja5awTg6KuO4dv5CfgGpQYJWPV5_3vFLtGYXQ1ttC4Tx4gdBmmdJWbxeHK0PrNhTJKngygi0usR8bIJcOGKytjFDD7_9fMt0zTOm3ylh06e0IexwskPZ0o_pTc8-0z8vAihsifkz9AeDpladCuoftud7Of4KlvaNfSqyXfiw5RTVDgvV0sx6TblnbYuJsGYI6B4jsthT_U9XZbB_TVT9TQ3o99NxdpUmyy2480INW-IJdn335-PU9jk4XUCVmMqRBGCO4cVwZsmfEOKIQZhqKqc5dlTVXUubVN5XPHZJNZxcFn9t6C8bNCwaKX5KDtWv-aUJEzYwzPJHNloUyDEUZROlNVtcqNsQnJ5r-tXUQgx0YYOx08ESX1RCENFNKBQpol5OOyZj_hb9w5-wsScZmJ2NnhQ9f_0lEUdaZsxurGMGNt4XNpYbFpnGmMK5jNREI-IAtolHDYnjOxUAEOiVhZ-rTESy24cjIhx6uZIJluPTwzkY6aYdD_-Dgh75ZhXInZbq3vrsOcgGtUwpxXE88tR-JlzkvOVULUihtXZ16PtNurgBs-dXGv1OHd-zoij_IgI5j-eEwOxv7av4Gb12jfBvH6CwjjLcg
  priority: 102
  providerName: ProQuest
Title The effect of polypharmacy on healthcare services utilization in older adults with comorbidities: a retrospective cohort study
URI https://www.ncbi.nlm.nih.gov/pubmed/37237338
https://www.proquest.com/docview/2827027809
https://www.proquest.com/docview/2820017079
https://pubmed.ncbi.nlm.nih.gov/PMC10214698
https://doaj.org/article/18b10dfa0abb4e26b020afcafac40b15
Volume 24
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3Ni9UwEA-6XryI4lfX9RFB8CBl06b5qLd9sssiuMjiwsNLSNKUffJoH33dw178251J-8orgl689NBMIMlMMjPJzG8IeQ9GMQsZ46kvwNNBQKVUcylT0G3a2prxENOjv17Jy5viy0qsDkp9YUzYAA88LNxppl3Gqtoy61wRcunAvrG1t7X1BXMxvTwHnXfgTP2Mz2lS5Zzvs2S0PN3BQawwGRmfLRlWW5lpogjY_-exfKCX5jGTB0ro4il5MlqP9GwY9TPyIDTPyS9gNR3iMmhb0227ud8OgNT3tG3o7RThRXfjwUBB2jZjAiZdN7TFUt00QnHsKN7MUpDDtnPrKuKtfqKWdqHv2n1aJsWyul1PIzbtC3Jzcf7982U6llVIvZBFnwphheDec21Be9nggScYUyjKKvdZVpdFlTtXlyH3TNaZ0xy85BAcqDsnNHR6SY6atgmvCRXAC2t5JplXhbY1vikK5W1ZVjq31iUk2y-x8SPmOJa-2Jjoe2hpBrYYYIuJbDEsIR-nPtsBceOv1Evk3ESJaNnxB8iQGWXI_EuGEvIB-W5wT8PwvB1TE2CSiI5lzhSaseC8yYSczChhL_p5815yzHgW7Aw4tQrfd1mZkHdTM_bE-LYmtHeRJiIZKaB5NQjaNCUOkqw41wnRMxGczXne0qxvI1L4ULe91Mf_Y5XekMd53D4YFnlCjvruLrwFi6x3C_JQrdSCPFqeX327XsStCN_r5Y9FvD77DTuiOds
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELbKVgIuiDeBAkYCcUBRnTgPBwmhFlptaXeFUCv1ZmzHaVdaJdvsVmgv_CR-IzPOg0ZIvfUa25GdeXkyM98Q8hYuxcwGjPsmAk8HAZV8wZPEB9smlCoYt648ejJNxifRt9P4dIP86WphMK2y04lOUeeVwX_k2-AapBglY9nnxYWPXaMwutq10GjY4tCuf4HLtvx08BXo-y4M9_eOv4z9tquAb-IkWvlxrOKYG8OFAuWtrIEtYUpdnOWhCYIii_JQ6yKzoWFJEWjBwUm0VoO217GARfDeW2Qz4uDKjMjm7t70-48-boH2tivNEcn2ErR_ihXQGCtl2OJlYP5cl4D_bcEVYzhM1Lxi-fbvk3vtlZXuNDz2gGzY8iG5PWmD8o_Ib2A12uSF0Kqgi2q-XjSA2GtalfS8zzCjy1YxUeD2eVsASmclrbBVOHVQIEuKf4Yp0KSq9Sx3eK8fqaK1XdVVVxZKsa1vvaIOG_cxObkRAjwho7Iq7TNC45AppXiQMJNGQhUY04xTo7IsF6FS2iNB97WlaTHPsfXGXDrfRySyoZAECklHIck88qFfs2gQP66dvYtE7GciWrd7UNVnshV-GQgdsLxQTGkd2TDRsFgVRhXKREwHsUfeIwtI1CmwPaPa0gg4JKJzyZ0Ur9HgPCYe2RrMBF1ghsMdE8lWFy3lP8nxyJt-GFdifl1pq0s3xyEppTDnacNz_ZF4GvKUc-ERMeDGwZmHI-Xs3CGVN33jM_H8-n29JnfGx5MjeXQwPXxB7oZOXjD5couMVvWlfQn3vpV-1QobJT9vWr7_AopXbKs
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+effect+of+polypharmacy+on+healthcare+services+utilization+in+older+adults+with+comorbidities%3A+a+retrospective+cohort+study&rft.jtitle=BMC+primary+care&rft.au=Doumat%2C+George&rft.au=Daher%2C+Darine&rft.au=Itani%2C+Mira&rft.au=Abdouni%2C+Lina&rft.date=2023-05-26&rft.pub=BioMed+Central+Ltd&rft.issn=2731-4553&rft.eissn=2731-4553&rft.volume=24&rft.issue=1&rft_id=info:doi/10.1186%2Fs12875-023-02070-0&rft.externalDocID=A750882176
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2731-4553&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2731-4553&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2731-4553&client=summon