- 1Department of Health Professions, Manchester Metropolitan University, Manchester, United Kingdom
- 2Lifestyle Diseases, Faculty of Health Sciences, North-West University, Potchefstroom, South Africa
- 3Centre for Rehabilitation, School of Health and Life Sciences, Teesside University, Middleborough, United Kingdom
Introduction: Low back pain (LBP) is a common health problem, and the leading cause of activity limitation and work absence among people of all ages and socioeconomic strata. This study aimed to analyse the clinical and economic burden of LBP in high income countries (HICs) via systematic review and meta-analysis.
Methods: A literature search was carried out on PubMed, Medline, CINAHL, PsycINFO, AMED, and Scopus databases was from inception to March 15th, 2023. Studies that assessed the clinical and economic burden of LBP in HICs and published in English language were reviewed. The methodological quality of the included studies was assessed using the Newcastle-Ottawa quality assessment scale (NOS) for cohort studies. Two reviewers, using a predefined data extraction form, independently extracted data. Meta-analyses were conducted for clinical and economic outcomes.
Results: The search identified 4,081 potentially relevant articles. Twenty-one studies that met the eligibility criteria were included and reviewed in this systematic review and meta-analysis. The included studies were from the regions of America (n = 5); Europe (n = 12), and the Western Pacific (n = 4). The average annual direct and indirect costs estimate per population for LBP ranged from € 2.3 billion to € 2.6 billion; and € 0.24 billion to $8.15 billion, respectively. In the random effects meta-analysis, the pooled annual rate of hospitalization for LBP was 3.2% (95% confidence interval 0.6%–5.7%). The pooled direct costs and total costs of LBP per patients were USD 9,231 (95% confidence interval −7,126.71–25,588.9) and USD 10,143.1 (95% confidence interval 6,083.59–14,202.6), respectively.
Discussion: Low back pain led to high clinical and economic burden in HICs that varied significantly across the geographical contexts. The results of our analysis can be used by clinicians, and policymakers to better allocate resources for prevention and management strategies for LBP to improve health outcomes and reduce the substantial burden associated with the condition.
Systematic review registration: https://www.crd.york.ac.uk/prospero/#recordDetails?, PROSPERO [CRD42020196335].
Introduction
Low back pain (LBP) is a common health problem in people of all ages and socioeconomic strata (1). LBP occurs in high-income, middle, and low-income countries. It is the leading cause of activity limitation and work absence (2). Estimates of the 1-year incidence of a first-ever episode of LBP range between 6.3 and 15.4%, while estimates of the 1-year incidence of any episode of LBP range between 1.5 and 36% (3). The global point prevalence of LBP was 9.4% (95% CI 9.0–9.8), while the disability-adjusted life years (DALYs) due to the condition increased from 58.2 million in 1990 to 83.0 million in 2010 (4). LBP is one of the primary reasons that patients visit primary care physicians (5) and it represents the highest percentage of referrals and workload for physical therapy utilization (6, 7). For example, in the United States, LBP accounts for 2.5–3% of all physician visits (8). Furthermore, LBP is a major cause of hospitalization, for example, during 1990–2002 period a total of 7,240 LBP hospitalizations were identified among 5,061 (1.3%) Finnish military conscripts (9).
LBP constitutes a significant economic burden on the individual, caregivers and society (10, 11). The economic impact of LBP can be assessed from a number of different perspectives, including that of the patient, hospital, healthcare providers, third-party payer, government agency, and society (12). Regardless of who incurs the costs or who receives the benefits, societal perspective that incorporates direct and indirect costs (13). In context, direct costs are defined as costs for goods and services used in the diagnosis and treatment, and prevention of the problem in question (13). Further, rehabilitation and other medical consequences of LBP and all the private costs incurred by the patient and family are also included in direct costs. On the other hand, indirect costs include the value of the output that is lost because people are impaired from working, typical cost items in this category are costs for early retirement pensions caused by disability, short term absence from work, and premature death (14). The direct and indirect costs associated with LBP are among the highest for chronic health conditions mainly in terms of the significant number of workdays lost (10). In 2006, a review of total costs associated with LBP in the United States showed that it exceeds $100 billion per year (15). Among studies providing estimates of direct costs, the largest proportion of direct medical costs for LBP was spent on physical therapy (17%) and inpatient services (17%) (16). Overall, the clinical and economic burden of LBP are substantial when its prevention and management of LBP are suboptimal (16).
Many studies have investigated the clinical and economic burden of LBP in HICs (3, 10, 16, 17). The biggest challenge for aggregating the clinical and economic burden data is due to the studies adoption of different methodological designs. The sources of this methodological difference could be the size of the underlying populations, the treatments applied, differences in health care systems regarding access to health care, and the prices of the treatments (18). This is the first systematic review that that assessed the clinical and economic burden of LBP in HICs via meta-analysis.
Methods
Search protocol and registration
In this study, we used the Preferred Reporting Items for Systematic Reviews and Meta-Analysis guideline (19). A protocol for this systematic review was prospectively registered on PROSPERO and can be found at https://www.crd.york.ac.uk/prospero/#recordDetails? ID = CRD42020196335.
Search strategy
A literature search using PubMed, Medline, CINAHL, PsycINFO, AMED, and Scopus databases with studies published from inception to March 15th, 2023. The following keywords were used in the search: Low back pain, hospitalization, cost of illness, absenteeism, ambulatory care, drug costs, emergency medical services, healthcare costs, nursing services, economics, physicians visit, clinical impact, utilization, burden of illness, cost, nursing cost (Appendix 1). These search terms were combined using conjunctions words “AND” or “OR”. Further, a manual search of reference sections of the included studies was also checked for additional studies. The search was performed one author (TG) and cross checked by another author (FF) to reduce the presence of bias in the selection and exclusion of studies.
Inclusion and exclusion criteria
This review involved original research conducted among patients with LBP in HICs that reported findings related to costs (direct and indirect). The World Bank's definition of high come country was adopted. Eligible studies included observational (cross-sectional or surveys), randomized controlled trials (RCTs) and modeling analyses of patients with LBP in hospitals, primary healthcare clinics and home care contexts that were published in peer-reviewed journals. Language filter was applied to delimit the search to studies published in English language only. Review articles, editorials, letters to the editor, news reports, conference abstracts, comments, as well as the results of dissertations were excluded in this review.
Study selection and assessment of methodological quality
After selection of the articles in each database, duplicate articles were removed electronically: https://access.clarivate.com/login?app=endnote and manually. Following the removal of duplicates, titles and abstracts were screened independently by two reviewers (FF & TG) to identify eligible studies. The full texts of the identified studies were checked against the inclusion and exclusion criteria. When there was disagreement, it was addressed through consultation with the third reviewer (CM). Having retrieved the full text of studies that met the inclusion criteria, they were assessed for methodological quality using the Newcastle–Ottawa quality assessment scale (NOS) for cohort studies (20). The NOS contains nine items, categorized into three dimensions including selection and comparability. Studies were scored using a scale with a possible maximum of nine points where a score ≥ 6 indicated high-quality studies, a score between 3 and 6 as moderate and a score ≤ 3 as low quality (20).
Data extraction
Data were extracted by two independent review authors (TG & FF). The following information was extracted for each study: authors, country and year of publication, study objective, data source, inclusion criteria, LBP definition, population characteristics (size, % male, and mean age), hospitalization, emergency department visit, physician visits, average total annual cost per patient and annual population cost. The cost per population indicates the annual costs estimate of the disease in a specific country. A summary table was used to display the extracted data.
Data synthesis
A weighting procedure regarding the clinical and economic burden of LBP of the included studies was applied only when combining data from multiple studies was satisfied. Meta-analyses were undertaken using Comprehensive Meta-analysis software (Biostat, Inc., New Jersey, USA) version 3 for Windows, to determine the pooled clinical and economic burden of LBP in HICs. The random-effects method was used to provide more confident data considering the heterogeneity within and between reports.
All costs were converted from local currencies to United States Dollar using purchasing power parities (21). We adjusted the cost data to the reference year of March 2022 using consumer price index from the World Bank Website (22). This methodology is useful for cost of illness studies to reach better comparability between the different currencies (23).
Results
Included studies
The literature search identified 4,801 potentially relevant articles in PubMed (n = 2,636), Scopus (n = 115) and Medline (n = 1,279), CINHAL (n = 543), PsycINFO (n = 85), and AMED (n = 143) (Figure 1). Of these, 643 were duplicates. After screening the titles and abstracts 4,015 publications were excluded, leaving 143 articles for further full text review. Twenty-one studies met the inclusion criteria and were included in the review. The majority of studies included in this systematic review were of moderate to high quality based on the NOS score (Appendix 2). A further updated search yield two new articles that met the inclusion criteria (out of 1,230 identified potentially relevant articles).
Characteristics of the included studies
Characteristics of the included studies are summarized and presented in Table 1. Of the 21 articles included, eight reported the clinical burden of LBP (8, 9, 28, 35, 38–40). Whereas, the remaining 13 studies reported the costs of LBP (11, 17, 24–26, 29–34, 36, 37). The included studies were conducted in United States, Spain, Switzerland, France, Finland, Japan, Netherland, Germany, United Kingdom, Sweden, and Australia (Table 1). According to the World Health Organization (WHO) classifications the included studies were from the regions of America (n = 5); Europe (n = 12) and the Western Pacific (n = 4).
Clinical burden
Table 2 provides an overview of hospitalization rates, physician visits and ambulatory visits. Of the six articles meeting the inclusion criteria, six contained hospitalization data (9, 28, 35, 39–41) and two had information on physician visit (8) and ambulatory visits (38) for LBP. Reported hospitalization rates, physician visits and ambulatory visits for LBP varied widely according to geographic region. In Finland, a total of 1.3% LBP hospitalization was reported from a population of military conscripts, the event-based incidence of LBP hospitalization was 27.0 per 1,000 person-years (9). Of the occupationally active Finns, 0.4% were hospitalized for LBP in 1996 (8). Further, hospitalization rates of 5.1 per 10,000 (35) and 1.1 per 100 (27) were reported in United States of America and Finland. Regarding ambulatory care or physician visits in the United States, LBP accounted for 2.8% (8) and 3% (38) during 2003–2004 and 1989–1990, respectively.
Patient-level costs
Six studies reported patient-level direct and indirect costs for LBP (Table 3). The average direct cost estimate of LBP during 6 months were USD 959.43 (26) and USD 1,236.99 (31) in France and Germany, respectively. Average annual direct cost estimates in the general population ranged from USD 4,671.13 (9) to USD 10,430.20 (17) per LBP patient. Annual indirect costs, mainly productivity loss because of lost workdays of USD 26,579.57 per patient were reported for LBP in Sweden (33).
Population-level costs
Seven studies reported population level direct and indirect costs of LBP (Table 4). The average annual direct costs estimate per population for LBP ranged from USD 3.4 billion (29) to USD 3.6 billion (25). The included studies have also reported annual indirect costs per population for LBP ranged from USD 3.2 million (30) to USD 13.2 billion (36). A total cost of USD 14.45 and 12.2 billion for public hospitals and private hospitals was reported in the budget year 1999–2000 in Australia (36). The total economic burden of LBP in Sweden including all LBP episodes in 2011 was estimated at USD 967.3 million (11).
Meta-analysis
Three studies that reported hospitalization data were quantitatively synthesized for meta-analysis (9, 23, 30). In the random effects meta-analysis, the pooled annual rate of hospitalization for LBP was 3.2% (95% CI: 0.6–5.7%) (Figure 2). The pooled direct costs (31, 33, 34) and total costs (26, 31, 33) of LBP per patients were USD 9,231 (95% CI −7,126.71 to 25,588.9) and USD 10,143.1 (95% CI 6,083.59–14,202.6), respectively.
Discussion
This is the first systematic review and meta-analysis to assess the clinical and economic burden of LBP in HICs. The findings of the included studies varied substantially across the studies and countries. Our findings suggest that LBP is associated with a prolonged hospital length of stay, physician visit and ambulatory care. The meta-analysis, which derives from many patients, found that the rate of hospitalization, direct costs and total costs were 3.2% (95% CI 0.6–5.7%), USD 9,231 (95% CI −7,126.71–25,588.9) and USD 10,143.1 (95% CI 6,083.59–14,202.6), respectively.
The finding of the current study is in line with other studies (10, 16, 17) that assessed the economic impact of LBP. In those studies that reported the total costs, the indirect costs associated with LBP were higher than direct costs. Indirect costs in Spain, for example, represented 74.5% of the total costs of LBP (24). According to Alonso-García and Sarría-Santamera (24) the contributing factor to the high indirect costs of LBP was absenteeism and presenteeism. On the other hand, a cost-of-illness study in Australia reported that the costs of LBP in public hospitals was higher than in private hospitals (36). The high costs of LBP in public hospitals in Australia may be due to the universal health system, it provides medical, and hospitals cares for persons incapacitated with illness or injury including low back pain.
A total of six studies were included in this systematic review that reported the clinical burden of LBP in HICs. The reviewed literature suggested that the substantial clinical burden was reflected by high annual rate of hospitalisations, physician visits and ambulatory visits. In Finland, 1.3% annual rate of hospitalization was reported for LBP among military conscripts, this is much higher compared to the one reported in 1996 among 25- to 64-year-olds (9, 28). The annual rate of hospitalization for LBP in the current review are lower than other types of health conditions such as asthma where the overall rate of asthma hospitalization was 42 per 1,000 (41).
The key findings of this study confirm that LBP is associated with high clinical and economic burden in HICs. The review also revealed that the findings of the included studies varied significantly in terms of geographical location. The contributing factors to the differences of clinical and economic burden of LBP across the geographic areas could be the health system, health financing system, and sociodemographic characteristics of the people. The results of our analysis can be used by clinicians, and policymakers to better allocate resources for prevention and management strategies for LBP to improve health outcomes and reduce the substantial burden associated with the condition. We also hope our results will be of use to researchers planning to evaluate the cost-effectiveness of various strategies for preventing LBP in HICs.
There are a number of strengths and limitations of this study that need to be considered. The main strength of this review is the comprehensiveness of the search terms, screening of numerous data bases, and assessment of methodological quality of the studies. Only studies published in English language were included. Therefore, it is possible that relevant studies published in other languages may have been excluded. We did not use back pain as a search term, this is because “low back pain” is the key term used primarily in the literature and major international studies such as the global burden of disease study. Further, reported clinical and economic burden of LBP in HICs are limited by a large heterogeneity of available data. In spite of these limitations, we believe that this review was systematic in nature and summarizes all available and relevant clinical and economic burden results from the literature.
Conclusion
LBP leads to high clinical and economic burden in HICs that varies significantly across the geographical contexts. We also found that LBP is a common hospital-associated problem with a clear impact on length of stay and hospital costs. Knowledge of the clinical and economic impact of LBP in HICs is useful to influence programs and behavior in healthcare facilities, to guide policy makers and funding agencies to improve the health outcomes of individuals with the condition and reduce its huge economic burden.
Data availability statement
The original contributions presented in the study are included in the article/Supplementary material, further inquiries can be directed to the corresponding author.
Author contributions
TG and FF collected the data. All authors made substantial contributions to conception and design of the study. All authors interpreted the data, revised the draft critically, and approved the submitted manuscript.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher's note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpubh.2023.1098100/full#supplementary-material
References
1. Dionne CE, Dunn KM, Croft PR. Does back pain prevalence really decrease with increasing age? A systematic review. Age Ageing. (2006) 35:229–34. doi: 10.1093/ageing/afj055
2. Hartvigsen J, Hancock MJ, Kongsted A, Louw Q, Ferreira ML, Genevay S, et al. What low back pain is and why we need to pay attention. Lancet. (2018) 391:2356–67. doi: 10.1016/S0140-6736(18)30480-X
3. Hoy D, March L, Brooks P, Woolf A, Blyth F, Vos T, et al. Measuring the global burden of low back pain. Best practice and research. Clin Rheumatol. (2010) 24:155–65. doi: 10.1016/j.berh.2009.11.002
4. Hoy D, March L, Brooks P, Blyth F, Woolf A, Bain C, et al. The global burden of low back pain: estimates from the Global Burden of Disease 2010 study. Ann Rheum Dis. (2014) 73:968–74. doi: 10.1136/annrheumdis-2013-204428
6. Fritz JM, Childs JD, Wainner RS, Flynn TW. Primary care referral of patients with low back pain to physical therapy: impact on future health care utilization and costs. Spine. (2012) 37:2114–21. doi: 10.1097/BRS.0b013e31825d32f5
7. Ojha H, Masaracchio M, Johnston M, Howard RJ, Egan WE, Kirker K, et al. Minimal physical therapy utilization compared with higher physical therapy utilization for patients with low back pain: a systematic review. Phys Theory Pract. (2020) 36:1179–200. doi: 10.1080/09593985.2019.1571135
8. Licciardone JC. The epidemiology and medical management of low back pain during ambulatory medical care visits in the United States. Osteopath Med Prim Care. (2008) 2:1–17. doi: 10.1186/1750-4732-2-11
9. Mattila VM, Sillanpää P, Visuri T, Pihlajamäki H. Incidence and trends of low back pain hospitalisation during military service–An analysis of 387,070 Finnish young males. BMC Musculoskelet Disord. (2009) 10:1–6. doi: 10.1186/1471-2474-10-10
10. Maetzel A, Li L. The economic burden of low back pain: a review of studies published between 1996 and 2001. Best Pract Res Clin Rheumatol. (2002) 16:23–30. doi: 10.1053/berh.2001.0204
11. Olafsson G, Jonsson E, Fritzell P, Hägg O, Borgström F. Cost of low back pain: results from a national register study in Sweden. Eur Spine J. (2018) 27:2875–81. doi: 10.1007/s00586-018-5742-6
12. Drummond MF, Sculpher MJ, Claxton K, Stoddart GL, Torrance GW. Methods for the Economic Evaluation of Health Care Programmes. Oxford University Press (2015).
13. Neumann PJ, Sanders GD, Russell LB, Siegel JE, Ganiats TG. (editors). Cost-Effectiveness in Health and Medicine. Oxford University Press (2016).
14. Botelho J, Machado V, Leira Y, Proença L, Chambrone L, Mendes JJ. Economic burden of periodontitis in the United States and Europe: An updated estimation. J Periodontol. (2022) 93:373–9. doi: 10.1002/JPER.21-0111
15. Katz JN. Lumbar disc disorders and low-back pain: socioeconomic factors and consequences. JBJS. (2006) 88(suppl_2):21–4. doi: 10.2106/00004623-200604002-00005
16. Dagenais S, Caro J, Haldeman S. A systematic review of low back pain cost of illness studies in the United States and internationally. Spine J. (2008) 8:8–20. doi: 10.1016/j.spinee.2007.10.005
17. Gore M, Sadosky A, Stacey BR, Tai KS, Leslie D. The burden of chronic low back pain: clinical comorbidities, treatment patterns, and health care costs in usual care settings. Spine. (2012) 37:E668–77. doi: 10.1097/BRS.0b013e318241e5de
18. Konnopka A, König H. Economic burden of anxiety disorders: a systematic review and meta-analysis. Pharmacoeconomics. (2020) 38:25–37. doi: 10.1007/s40273-019-00849-7
19. Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Int J Surg. (2010) 8:336–41. doi: 10.1016/j.ijsu.2010.02.007
20. Founou RC, Founou LL, Essack SY. Clinical and economic impact of antibiotic resistance in developing countries: a systematic review and meta-analysis. PLoS ONE. (2017) 12:e0189621. doi: 10.1371/journal.pone.0189621
21. Salary Converter. Purchasing Power Parities. (2021). Available online at: http://salaryconverter.nigelb.me/ (accessed March 12, 2022).
22. World Bank. World Bank Open Data. (2021). Available oinline at: https://data.worldbank.org/indicator/FP.CPI.-TOTL (accessed March 12, 2022).
23. Payne KA, Huybrechts KF, Caro JJ, Craig Green TJ, Klittich WS. Long term cost-of-illness in stroke. Pharmacoeconomics. (2002) 20:813–25. doi: 10.2165/00019053-200220120-00002
24. Alonso-García M, Sarría-Santamera A. The economic and social burden of low back pain in Spain: a national assessment of the economic and social impact of low back pain in Spain. Spine. (2020) 45:E1026–32. doi: 10.1097/BRS.0000000000003476
25. Wieser S, Horisberger B, Schmidhauser S, Eisenring C, Brügger U, Ruckstuhl A, et al. Cost of low back pain in Switzerland in 2005. Eur J Health Econ. (2011) 12:455–67. doi: 10.1007/s10198-010-0258-y
26. Depont F, Hunsche E, Abouelfath A, Diatta T, Addra I, Grelaud A, et al. Medical and non-medical direct costs of chronic low back pain in patients consulting primary care physicians in France. Fund Clin Pharmacol. (2010) 24:101–8. doi: 10.1111/j.1472-8206.2009.00730.x
27. Mattila VM, Saarni L, Parkkari J, Koivusilta L, Rimpelä A. Predictors of low back pain hospitalization–a prospective follow-up of 57,408 adolescents. Pain. (2008) 139:209–17. doi: 10.1016/j.pain.2008.03.028
28. Leino-Arjas P, Kaila-Kangas L, Notkola V, Ilmo K, Mutanen P. Inpatient hospital care for back disorders in relation to industry and occupation in Finland. Scand J Work Environ Health. (2002) 28:304–13. doi: 10.5271/sjweh.679
29. Itoh H, Kitamura F, Yokoyama K. Estimates of annual medical costs of work-related low back pain in Japan. Ind Health. (2013) 51:524–9. doi: 10.2486/indhealth.2013-0042
30. Itz CJ, Ramaekers BLT, Van Kleef M, Dirksen CD. Medical specialists care and hospital costs for low back pain in the Netherlands. Eur J Pain. (2017) 21:705–15. doi: 10.1002/ejp.974
31. Becker A, Held H, Redaelli M, Strauch K, Chenot JF, Leonhardt C, et al. Low back pain in primary care: costs of care and prediction of future health care utilization. Spine. (2010) 35:1714–20. doi: 10.1097/BRS.0b013e3181cd656f
32. Hong J, Reed C, Novick D, Happich M. Costs associated with treatment of chronic low back pain: an analysis of the UK General Practice Research Database. Spine. (2013) 38:75–82. doi: 10.1097/BRS.0b013e318276450f
33. Ekman M, Jönhagen S, Hunsche E, Jönsson L. Burden of illness of chronic low back pain in Sweden: a cross-sectional, retrospective study in primary care setting. Spine. (2005) 30:1777–85. doi: 10.1097/01.brs.0000171911.99348.90
34. Ivanova JI, Birnbaum HG, Schiller M, Kantor E, Johnstone BM, Swindle RW. Real-world practice patterns, health-care utilization, and costs in patients with low back pain: the long road to guideline-concordant care. Spine J. (2011) 11:622–32. doi: 10.1016/j.spinee.2011.03.017
35. Taylor VM, Deyo RA, Goldberg H, Ciol M, Kreuter W, Spunt B. Low back pain hospitalization in Washington State: recent trends and geographic variations. J Spinal Disord. (1995) 8:1–7. doi: 10.1097/00002517-199502000-00001
36. Walker BF, Muller R, Grant WD. Low back pain in Australian adults: the economic burden. Asia Pac J Public Health. (2003) 15:79–87. doi: 10.1177/101053950301500202
37. van der Wurf C, Speklé E, Schaafsma F, Coenen P. Determining the costs of low-back pain associated sick leave in the Dutch Workforce in the Period 2015 to 2017. J Occup Environ Med. (2021) 63:e367–72. doi: 10.1097/JOM.0000000000002221
38. Hart LG, Deyo RA, Cherkin DC. Physician office visits for low back pain. Frequency, clinical evaluation, and treatment patterns from a US national survey. Spine. (1995) 20:11–9. doi: 10.1097/00007632-199501000-00003
39. Ferreira G, Lobo M, Richards B, Dinh M, Maher C. Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study. BMC Health Serv Res. (2022) 22:835. doi: 10.1186/s12913-022-08134-8
40. Buchbinder R, Bourne A, Staples M, Lui C, Walker K, Ben-Meir M, et al. Management of patients presenting with low back pain to a private hospital emergency department in Melbourne, Australia. Emerg Med Aust. (2022) 34:157–63. doi: 10.1111/1742-6723.13814
Keywords: high income countries, economic burden, clinical burden, LBP, cost
Citation: Fatoye F, Gebrye T, Ryan CG, Useh U and Mbada C (2023) Global and regional estimates of clinical and economic burden of low back pain in high-income countries: a systematic review and meta-analysis. Front. Public Health 11:1098100. doi: 10.3389/fpubh.2023.1098100
Received: 17 November 2022; Accepted: 25 May 2023;
Published: 09 June 2023.
Edited by:
Carlos Miguel Marto, University of Coimbra, PortugalReviewed by:
Helena Donato, Coimbra Hospital and University Center, PortugalEron Grant Manusov, The University of Texas Rio Grande Valley, United States
Copyright © 2023 Fatoye, Gebrye, Ryan, Useh and Mbada. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Francis Fatoye, Zi5mYXRveWUmI3gwMDA0MDttbXUuYWMudWs=