Evidence map›Paper›PMID 42535037›Full record

ArticleFrontiers in public health2026

Polypharmacy, multimorbidity, and socioeconomic inequalities in a Spanish region: a population-based cross-sectional study.

Gonzalo Aparicio-Rodriguez, Raúl Juárez-Vela, Ignacio M Larráyoz, José Ángel Santos-Sánchez, Antonio Rodriguez-Calvo, Noelia Navas-Echazarreta, Urko Aguirre-Larracoechea, Vicente Gea-Caballero, Pilar Sánchez-Conde

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Gonzalo Aparicio-RodriguezInteruniversity Doctoral Programme in Global Health, University of Zaragoza, University of La Rioja, Public University of Navarre, and University of Lleida, Logroño, Spain.
Raúl Juárez-VelaGRUPAC Research Group in Care, University of La Rioja, La Rioja, Spain.
Ignacio M LarráyozGRUPAC Research Group in Care, University of La Rioja, La Rioja, Spain.
José Ángel Santos-SánchezFaculty of Medicine, University of Salamanca, Salamanca, Spain.
Antonio Rodriguez-CalvoFaculty of Medicine, University of Salamanca, Salamanca, Spain.
Noelia Navas-EchazarretaGRUPAC Research Group in Care, University of La Rioja, La Rioja, Spain.
Urko Aguirre-LarracoecheaResearch Unit, Galdakao Hospital, Galdakao, Spain.
Vicente Gea-CaballeroFaculty of Health Sciences, International University of Valencia, València, Spain.
Pilar Sánchez-CondeFaculty of Medicine, University of Salamanca, Salamanca, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Polypharmacy is closely linked to multimorbidity in older adults, but its distribution may also reflect social inequalities in health. We aimed to describe pharmacological burden and multimorbidity among individuals with polypharmacy in La Rioja, Spain, and to examine their relationship with age, sex, and socioeconomic conditions. Methods: This retrospective cross-sectional study included all individuals in La Rioja, Spain, who met the operational definition of polypharmacy between January 1 and December 31, 2024. Polypharmacy was defined as the dispensing of five or more distinct ATC4 medication groups, each dispensed at least six times during the study period. Only publicly funded prescriptions dispensed in community pharmacies were considered. Sociodemographic and clinical data were obtained from electronic health records. Pharmacological burden was quantified as the number of distinct ATC4 groups dispensed per individual and categorized as 5, 6-9, and ≥10 groups. Results: Among 33,534 individuals with polypharmacy, 54.7% were women and the mean age was 73.9 years. The mean pharmacological burden was 7.07 ATC4 groups (SD 2.17), with 58.4% of participants receiving 6-9 groups. Burden increased with age and was higher among individuals with chronic conditions, particularly congestive heart failure, renal disease, peripheral vascular disease, myocardial infarction, and chronic pulmonary disease. Sex differences were modest. In contrast, socioeconomic differences were marked: 71.8% of participants belonged to the low socioeconomic group, which also showed the highest proportion of individuals receiving ≥10 ATC4 groups (14.9%), compared with the middle (9.2%) and high (8.0%) socioeconomic groups. The highest burdens were observed in very low-income individuals and lower-income pensioners. Conclusions: In this population-based study, pharmacological burden among individuals with polypharmacy was concentrated on older adults, those with multimorbidity, and socioeconomically disadvantaged groups. These findings support interpreting polypharmacy not only as an indicator of clinical complexity, but also as a socially patterned health phenomenon. Efforts to optimize medication use should therefore integrate both clinical and socioeconomic vulnerability.

Indexed as

MultimorbidityPolypharmacySocioeconomic Disparities in HealthAgedAged, 80 and overCross-Sectional StudiesFemaleHumansMaleMiddle AgedRetrospective StudiesSocioeconomic FactorsSpainagedhealth status disparitiesmultimorbiditypolypharmacysocioeconomic factors

Identifiers

PMID42535037
PMCPMC13422552

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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.