Evidence map›Paper›PMID 41994531›Full record

Observational studyFrontiers in public health2026

Economic burden of recurrent low back pain among working-age adults in Poland: a 3-year retrospective observational analysis.

Jarosław Szyszka, Jakub Matuska, Bartosz Szyszka, Dariusz Walkowiak, Elżbieta Skorupska

Abstract readObservational Study
In one paragraph

Observational study 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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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Jarosław SzyszkaOpolskie Center of Rehabilitation, Korfantów, Poland.
Jakub MatuskaDepartment of Physiotherapy, Doctoral School, Poznan University of Medical Sciences, Poznan, Poland.
Bartosz SzyszkaBristol Royal Infirmary, University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, United Kingdom.
Dariusz WalkowiakDepartment of Organisation and Management in Health Care, Poznan University of Medical Sciences, Poznań, Poland.
Elżbieta SkorupskaDepartment of Physiotherapy, Poznan University of Medical Sciences, Poznań, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Health economic analysis is one of the solutions to optimize healthcare system management. Low back pain (LBP) appears to be increasing in both incidence and financial burden. According to the new pain definition, pain that recurs for more than 3 months should be classified as chronic. However, evidence on the prevalence and economic impact of recurrent LBP (rLBP) in the working-age population remains limited. The aim of this study was to estimate the approximate direct costs of the working-age population with rLBP. Additionally, analyze the cost-per-visit across different age groups and types of medical services. Methods: A bottom-up framework was used to estimate the national burden of rLBP in Poland, based on data from the Polish National Health Fund and representative hospital records from 2019 to 2021. The analysis included individuals aged 21-65 years with LBP-related ICD-10 diagnoses. Retrospective observational study. Results: The mean annual direct cost of working-age LBP individuals in Poland was €184,986,519 including €13,699,529 from rLBP (95% CI: €9,829,766-17,522,323). 24.51% of LBP cases were classified as rLBP, covering 54.28% of medical services and 38.37% total LBP costs. The median cost-per-visit for rLBP was significantly higher compared to non-rLBP overall and specific age subgroups ( Conclusion: Using the bottom-up framework, the estimated cost of rLBP in Poland was €13,699,529, representing 24.51% of cases in representative hospital data. rLBP showed higher per visit costs than overall LBP across all age groups. Patients over 35 years old accounted for 34.72% of total LBP expenses and two-fifths of all medical services. Moreover, outpatient visits to physiotherapy services were predominant.

Indexed as

Cost of IllnessHealth Care CostsLow Back PainAdultAgedFemaleHumansMaleMiddle AgedPolandRecurrenceRetrospective StudiesYoung Adultcost analysishealthcare policymedical servicesrecurrent low back painworking-age

Identifiers

PMID41994531
PMCPMC13079317

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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.