ArticlePloS one2021
Methodological considerations in the assessment of direct and indirect costs of back pain: A systematic scoping review.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07399145 (Comparison of the Effects of Prolotherapy and Rehabilitation Treatments in Low Back Pain), which is not on this map. Cited by 24 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
Comparison of the Effects of Prolotherapy and Rehabilitation Treatments in Low Back Pain
Who cites it
24 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Systematic review of predictors of hospitalisation for non-specific low back pain with or without referred leg pain.PloS one · 2023Pooled it
- 4-Week Comparative Outcomes of Standard Physiotherapy, Balneotherapy Plus Physiotherapy and Dextrose Prolotherapy in Patients with Low Back Pain: A Non-Randomized Study.Medicina (Kaunas, Lithuania) · 2026Trial
- Sustained acoustic medicine treatment of discogenic chronic low back pain: A randomized, multisite, double-blind, placebo-controlled trial.Journal of back and musculoskeletal rehabilitation · 2024Trial
- AI-Supported Functional Pain Phenotyping in Low Back Pain Using Sensor-Based Gait and Neuromuscular Biomarkers.Sensors (Basel, Switzerland) · 2026Article
- Real-world two-year durability of restorative neurostimulation for treatment of multifidus dysfunction in patients with chronic low back pain: an observational German cohort study.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026Observational
- The economic burden of maternal mortality: a scoping review.Health economics review · 2026Review
- Treatment-Related Factors for Medication Non-Adherence Among Patients with Major Depressive Disorder: An Explanatory Sequential Mixed-Methods Study.Patient preference and adherence · 2026Article
- Associations between cognitive and personality traits and work productivity loss in desk workers with low back pain: a cross-sectional study.Environmental and occupational health practice · 2026Article
- Research priorities for back pain: Results from an adapted James Lind Alliance priority setting partnership.PloS one · 2026Article
- Chronic pain and mortality risk among middle-age and older Japanese: the Shika town cohort study.Pain reports · 2025Article
- Productivity Losses Due to Long-Term Back Problems in Working-Age Australians.JAMA network open · 2025Article
- Healthcare resource utilisation and economic burden attributable to back pain in primary care: A matched case-control study in the United Kingdom.British journal of pain · 2024Article
- Article
- Productivity losses from short-term work absence due to neoplasms in Poland.Scientific reports · 2024Article
- Application of a cost calculation approach in medical oncology: case of Hassan II university hospital in Morocco.Cost effectiveness and resource allocation : C/E · 2023Article
- Delphi-Based Expert Consensus Statements for the Management of Percutaneous Radiofrequency Neurotomy in the Treatment of Lumbar Facet Joint Syndrome.Pain and therapy · 2023Article
- The association between health costs and physical inactivity; analysis from the Physical Activity at Work study in Thailand.Frontiers in public health · 2023Article
- Effectiveness of coordinated care to reduce the risk of prolonged disability among patients suffering from subacute or recurrent acute low back pain in primary care: protocol of the CO.LOMB cluster-randomized, controlled study.Frontiers in medicine · 2023Article
- Are reallocations of time between physical activity, sedentary behaviour and sleep associated with low back pain? A compositional data analysis.BMJ open sport & exercise medicine · 2023Article
- Association of meeting 24-hour movement guidelines with low back pain among adults.AIMS public health · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundBack pain is a common and costly health problem worldwide. There is yet a lack of consistent methodologies to estimate the economic burden of back pain to society.
objectiveTo systematically evaluate the methodologies used in the published cost of illness (COI) literature for estimating the direct and indirect costs attributed to back pain, and to present a summary of the estimated cost burden.
methodsSix electronic databases were searched to identify COI studies of back pain published in English up to February 2021. A total of 1,588 abstracts were screened, and 55 full-text studies were subsequently reviewed. After applying the inclusion criteria, 45 studies pertaining to the direct and indirect costs of back pain were analysed.
resultsThe studies reported data on 15 industrialised countries. The national cost estimates of back pain in 2015 USD ranged from $259 million ($29.1 per capita) in Sweden to $71.6 billion ($868.4 per capita) in Germany. There was high heterogeneity among the studies in terms of the methodologies used for analysis and the resulting costs reported. Most of the studies assessed costs from a societal perspective (n = 29). The magnitude and accuracy of the reported costs were influenced by the case definition of back pain, the source of data used, the cost components included and the analysis method. Among the studies that provided both direct and indirect cost estimates (n = 15), indirect costs resulting from lost or reduced work productivity far outweighed the direct costs.
conclusionBack pain imposes substantial economic burden on society. This review demonstrated that existing published COI studies of back pain used heterogeneous approaches reflecting a lack of consensus on methodology. A standardised methodological approach is required to increase credibility of the findings of COI studies and improve comparison of estimates across studies.
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Registered trials
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