Evidence map›Paper›PMID 41714341›Full record

ArticleScientific reports2026

The impact of meteorological conditions on the occurrence of low back pain in a retrospective registry based population study.

Michał Ochal, Katarzyna Glińska Lewczuk, Ewa Dragańska, Iwona Cymes, Jerzy Romaszko

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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.

Michał OchalCollegium Medicum, School of Medicine, Department of Family Medicine and Infectious Diseases, University of Warmia and Mazury in Olsztyn, Olsztyn, Poland. ochalmichal7@gmail.com.ORCID http://orcid.org/0000-0003-0484-6778
Katarzyna Glińska LewczukDepartment of Water Management and Climatology, Faculty of Agriculture and Forestry, University of Warmia and Mazury in Olsztyn, Olsztyn, Poland.ORCID http://orcid.org/0000-0002-7845-6353
Ewa DragańskaDepartment of Water Management and Climatology, Faculty of Agriculture and Forestry, University of Warmia and Mazury in Olsztyn, Olsztyn, Poland.ORCID http://orcid.org/0000-0002-8099-6359
Iwona CymesDepartment of Water Management and Climatology, Faculty of Agriculture and Forestry, University of Warmia and Mazury in Olsztyn, Olsztyn, Poland.ORCID http://orcid.org/0000-0001-6055-8266
Jerzy RomaszkoCollegium Medicum, School of Medicine, Department of Family Medicine and Infectious Diseases, University of Warmia and Mazury in Olsztyn, Olsztyn, Poland.ORCID http://orcid.org/0000-0002-7929-6822

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low back pain (LBP) is one of the most prevalent musculoskeletal complaints and a leading cause of disability worldwide. Although patients frequently attribute symptom exacerbation to adverse weather, the scientific evidence for a direct link remains inconclusive. This study aimed to evaluate the association between meteorological and biometeorological factors-including the Universal Thermal Climate Index (UTCI) - and the number of low back pain cases in a large outpatient population. This retrospective, registry-based, population-level study analyzed 36,854 cases of adult LBP recorded between 2009 and 2023 from two healthcare facilities in Olsztyn and Iława. Meteorological data, including air temperature, humidity, wind speed, atmospheric pressure, and UTCI values, were sourced from a regional synoptic weather station. We conducted descriptive and multivariable statistical analyses to assess seasonal patterns and explore potential correlations between LBP case counts and environmental variables. The number of LBP cases displayed a clear seasonal pattern, with peaks in July and October and the lowest counts in February and April. However, linear correlations between daily weather parameters and LBP cases were weak (Pearson's r < 0.2). Days classified as thermally neutral (UTCI 9.1-26.0 °C) accounted for over 65% of all cases, suggesting an indirect relationship with increased physical activity during comfortable weather. Multivariable regression identified minimum and average daily temperatures as modest but statistically significant predictors of the number of LBP cases, while other meteorological factors - including UTCI - showed no meaningful effect. The years 2020-2022 marked a notable drop in LBP reporting, likely linked to behavioral changes and healthcare limitations during the COVID-19 pandemic. Meteorological conditions alone do not appear to directly drive fluctuations in daily LBP case counts. Instead, seasonal changes in human activity patterns, encouraged by thermally neutral weather, likely play a more important role. These findings highlight the importance of incorporating behavioral and occupational context when interpreting LBP trends and may inform targeted preventive strategies during peak case periods.

Indexed as

Low Back PainAdultFemaleHumansRegistriesRetrospective StudiesSeasonsTemperatureWeatherClimateEpidemiologyLow back painTemperatureUTCI (Universal Thermal Climate Index)Weather

Identifiers

PMID41714341
PMCPMC13018618

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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.