The DOI matches its Crossref record; 81 of the 82 references it cites were found in a registry or an index.
How does pain lead to disability? A systematic review and meta-analysis of mediation studies in people with back and neck pain
Open accessAbstract
Disability is an important outcome from a clinical and public health perspective. However, it is unclear how disability develops in people with low back pain or neck pain. More specifically, the mechanisms by which pain leads to disability are not well understood. Mediation analysis is a way of investigating these mechanisms by examining the extent to which an intermediate variable explains the effect of an exposure on an outcome. This systematic review and meta-analysis aimed to identify and examine the extent to which putative mediators explain the effect of pain on disability in people with low back pain or neck pain. Five electronic databases were searched. We found 12 studies (N = 2961) that examined how pain leads to disability with mediation analysis. Standardized regression coefficients (β) of the indirect and total paths were pooled. We found evidence to show that self-efficacy (β = 0.23, 95% confidence interval [CI] = 0.10 to 0.34), psychological distress (β = 0.10, 95% CI = 0.01 to 0.18), and fear (β = 0.08, 95% CI = 0.01 to 0.14) mediated the relationship between pain and disability, but catastrophizing did not (β = 0.07, 95% CI = -0.06 to 0.19). The methodological quality of these studies was low, and we highlight potential areas for development. Nonetheless, the results suggest that there are significant mediating effects of self-efficacy, psychological distress, and fear, which underpins the direct targeting of these constructs in treatment.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“It is well-documented that, compared to White individuals, Black individuals demonstrate increased pain sensitivity.”
From Evaluating psychosocial contributions to chronic pain outcomes (2018) · cites this paper as [218]
In the citing paper
“Black individuals have reported higher levels of pain for clinical conditions such as AIDS, glaucoma, arthritis, post-operative pain, post-spinal fusion pain, and low back pain 216–220.”
From Evaluating psychosocial contributions to chronic pain outcomes (2018) · cites this paper as [218]
In the citing paper
“For example, among people who seek care for chronic musculoskeletal pain, those with coexisting depression and/or anxiety report worse pain, greater physical impairment, increased postoperative opioid use, and a lower rate of return to work than those without depression and anxiety [8-11].”
From A Digital Mental Health Intervention in an Orthopedic Setting for Patients With Symptoms of Depression and/or Anxiety: Feasibility Prospective Cohort Study (2022) · cites this paper as [10]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.6.1173 · Cited by 91,532
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042
Measuring inconsistency in meta-analyses
Higgins, J. P. T., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003) · BMJ · doi:10.1136/bmj.327.7414.557 · Cited by 63,139
Self-efficacy: Toward a unifying theory of behavioral change
Bandura, A. (1977) · Psychological Review · doi:10.1037/0033-295x.84.2.191 · Cited by 43,925
Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & the PRISMA Group* (2009) · Annals of Internal Medicine · doi:10.7326/0003-4819-151-4-200908180-00135 · Cited by 37,554
Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models
Sobel, M. E. (1982) · Sociological Methodology · doi:10.2307/270723 · Cited by 12,810
Mediation in experimental and nonexperimental studies: New procedures and recommendations.
Shrout, P. E., & Bolger, N. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.4.422 · Cited by 11,335
Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions
Preacher, K. J., Rucker, D. D., & Hayes, A. F. (2007) · Multivariate Behavioral Research · doi:10.1080/00273170701341316 · Cited by 9,973
Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium
Hayes, A. F. (2009) · Communication Monographs · doi:10.1080/03637750903310360 · Cited by 9,757
Research works printed but not linked: 1
- Mansell, 2013, Why and how back pain interventions work: what can we do to find out Best Pract Res Clin R, heumatol, 27, 685
Cited by
Sorted by citations
Items 501–524 of 524
Ebrahimi, Z., Kuspinar, A., Packham, T., Hancock, M. J., Hodges, P. W., Bostick, G., Gross, A., Spadoni, G. F., & Macedo, L. G. (2026) · Journal of Pain · doi:10.1016/j.jpain.2026.106348
Kardeş, K., Tütüneken, Y. E., Veer, P. V. D., Yelvar, G. D. Y., Çırak, Y., & Dalkilinc, M. (2026) · Journal of Human Behavior in the Social Environment · doi:10.1080/10911359.2026.2688527
Wyngaarden, J. J. V., Noehren, B. W., Auterson, C., James, B., Demers, M., Romasko, Q., Charlton, W. M., & Matuszewski, P. E. (2026) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2026.06.011
Jenkins, L. C., Bilska, K., Cashin, A. G., Chang, W., Nicholas, M., McAuley, J. H., & Schabrun, S. M. (2026) · Pain · doi:10.1097/j.pain.0000000000004023
Self-citationОвдій, М. О., Kondratiuk, M. V., Yaremenko, L., Prokopiv, M., Potapova, K., Борисенко, А. А., Лазарєва, О., & Kuchyn, I. L. (2026) · Frontiers in Pain Research · doi:10.3389/fpain.2026.1872295
Metin, E., Başkurt, F., Okur, E., KILIÇ, M. A., Savaş, S., & Meti̇n, Ş. B. (2026) · Journal of Voice · doi:10.1016/j.jvoice.2026.05.030
Zhang, X., & Yang, X. (2026) · British Journal of Hospital Medicine · doi:10.31083/bjhm50685
Tsai, M.-F., & Chen, Y.-A. (2026) · Journal of Bodywork and Movement Therapies · doi:10.1016/j.jbmt.2026.07.010
Prakash, N., Harikesavan, K., Cleland, J. A., & Kalyan, H. K. (2026) · Pain Research and Management · doi:10.1155/prm/3143187
Silva, F. B. D., Pontes‐Silva, A., Pelicer, Y. C., Coutinho, S. M., Dias‐Peixoto, M. F., Pessôa, K. D. A., Reis, A. D., Mostarda, C. T., Dibai‐Filho, A. V., & Pires, F. D. O. (2026) · Physiotherapy Research International · doi:10.1002/pri.70295
Tenti, M., Proietti, S., Fagnani, C., Medda, E., Sampaolo, L., Camoni, L., Cilenti, F., Varallo, G., Malafoglia, V., Raffaeli, W., et al. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15155784
Verwoerd, M. J., Felius, R. A. W., Konings, S., Kiers, H., & Smeets, R. (2026) · BMJ Open · doi:10.1136/bmjopen-2025-115274
Guo, X., Bi, T., Cai, H., & Tang, Y. (2026) · Studies In Educational Evaluation · doi:10.1016/j.stueduc.2026.101659
Newell, D., Segal, S., Rossettini, G., O’Neill, S. F. D., Lothe-Raven, T., Lothe, L. R., Weiniger, S., du Rose, A., Beira, B., Walker, K., et al. (2026) · Chiropractic & Manual Therapies · doi:10.1186/s12998-026-00669-5
Zheng, B., Hui, H., Yan, L., & He, B. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15166497
Li, C., Wu, L., Chen, J., Sun, Q., & Cao, P. (2026) · Frontiers in Neurology · doi:10.3389/fneur.2026.1928977
Virtual reality for chronic primary low back pain in adults: systematic review protocol
Schäfer, A. G. M., Kaiser, U., Elser, A., Kopkow, C., & Elsner, B. (2026) · Systematic Reviews · doi:10.1186/s13643-026-03307-6
Thompson, R., Fors, M., Kammerlind, A.-S. C., Tingström, P., Abbott, A., & Johansson, K. M. (2026) · Musculoskeletal Science and Practice · doi:10.1016/j.msksp.2026.103647
Wongwitwichote, K., Yu, C. W. G., Devecchi, V., Mansfield, M., & Falla, D. (2026) · European Journal of Pain · doi:10.1002/ejp.70358
Rasch Analysis of the Arabic Fear-Avoidance Beliefs Questionnaire in Individuals with Low Back Pain
Aldaihan, M. M., Alsubiheen, A. M., & Alnahdi, A. H. (2026) · Healthcare · doi:10.3390/healthcare14182913
Exploring criteria for return to sport in athletes with non-specific low back pain: A scoping review
Marco, G. D., Magni, L., Santangelo, L., Cavazzuti, L., & Laca, A. (2026) · Journal of Bodywork and Movement Therapies · doi:10.1016/j.jbmt.2026.09.021
Subahi, M. S., Alshiakh, F. M., Alhasan, H. S., Fadil, A. S. M., Aljehani, M. S., Alghamdi, N. H., & Alshehri, M. A. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15197560
Salama, M., Najim, A. A., Shabana, M. M. A., Almukbel, R., & Mokbel, K. (2026) · Musculoskeletal Care · doi:10.1002/msc.70274
Woo, K., & Lee, H. (2026) · Medicina · doi:10.3390/medicina62112101
Self-citation
Metadata
- Authors
- Lee, H., Hübscher, M., Moseley, G. L., Kamper, S. J., Traeger, A. C., Mansell, G., & McAuley, J. H.
- Affiliations
- The University of Sydney (AU)
- UNSW Sydney (AU)
- University of South Australia (AU)
- Arthritis Research UK (GB)
- Corresponding author
- McAuley, James H.
- ORCID
- Venue
- Pain
- Published
- 2015-06
- Volume
- 156
- Issue
- 6
- Pages
- 988-997
- ISSN
- 0304-3959 (ISSN-L)
- OpenAlex
- W2007701602
- Cited by
- 526
- References
- 82
- Citations by year
- 2026: 41 · 2025: 43 · 2024: 61 · 2023: 67 · 2022: 68 · 2021: 57 · 2020: 51 · 2019: 40 · 2018: 38 · 2017: 27 · 2016: 25 · 2015: 6
- FWCI
- 4.01
- Type
- journal article
- Language
- en
- Open access
- green
- pure.amsterdamumc.nl
- Licence
- other-oa
- Locations
- Pain (publishedVersion)
- PubMed (publishedVersion)
- Pure Amsterdam UMC (publishedVersion, other-oa)
- Amsterdam UMC (VU Amsterdam) - Institutional Repository (publishedVersion)
- Keele Research Repository (Keele University) (submittedVersion, cc-by)
- Aston Publications Explorer (Aston University) (submittedVersion)
- VU Research Portal (submittedVersion)
- Data Archiving and Networked Services (DANS) (submittedVersion)
- Funders
- McGill University
- Australian Institute of Sport
- Medical Research Council
- National Health and Medical Research Council (1061279)
- Topics
- Health Sciences › Health Professions › Physical Therapy, Sports Therapy and Rehabilitation › Musculoskeletal pain and rehabilitation
- Health Sciences › Health Professions › Physical Therapy, Sports Therapy and Rehabilitation › Medical Practices and Rehabilitation
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Pediatric Pain Management Techniques
- Keywords
- disability, low back pain, neck pain, mediation analysis, self-efficacy, psychological distress, fear, pain catastrophizing
- MeSH terms
- Back Pain, Persons with Disabilities, Humans, Databases, Factual, Disease Progression, Neck Pain
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review