The DOI matches its Crossref record; 42 of the 42 references it cites were found in a registry or an index.
Prevalence of Depression After Spinal Cord Injury: A Meta-Analysis
Abstract
Objectives To use meta-analysis to synthesize point prevalence estimates of depressive disorder diagnoses for persons who have sustained a spinal cord injury (SCI).Data sources We searched PsycINFO, PubMed, the Cumulative Index to Nursing and Allied Health Literature (CINAHL), and Dissertation Abstracts International (DAI) for studies examining depression after SCI through 2013. We also conducted a manual search of the reference sections of included studies.Study selection Included studies contained persons with SCI; used a diagnostic measure of depression (ie, an unstructured, semi-structured, or structured clinical interview, and/or a clinician diagnosis); and provided a diagnosis of major or minor depressive episodes for the subjects in the study. Diagnostic criteria were based on the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, or the Diagnostic and Statistical Manual of Mental Disorders-Third Edition (including Research Diagnostic Criteria) criteria.Data extraction The 2 authors of this study screened the titles and abstracts of 1053 unique studies for inclusion in this meta-analysis. Nineteen studies, containing 35,676 subjects and 21 effect size estimates, were included.Data synthesis The mean prevalence estimate of depression diagnosis after SCI was 22.2%, with a lower-bound estimate of 18.7% and an upper bound estimate of 26.3%. Random effects and mixed effects models were used in this work. A small number of study moderators were explored, including sample sex composition, Diagnostic and Statistical Manual of Mental Disorders version used, data collection method (primary vs secondary), sample traumatic etiology composition, sample injury level and completeness composition, and sample diagnostic composition. Data collection method, Diagnostic and Statistical Manual of Mental Disorders version, and diagnostic composition significantly predicted variation in observed effect size estimates, with primary data collection studies having lower estimates compared with secondary data analysis studies, studies using Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, diagnostic criteria having higher estimates compared with studies using Diagnostic and Statistical Manual of Mental Disorders, Third Edition, criteria, and samples comprising individuals diagnosed only with major depression having lower prevalence estimates.Conclusions The existing data on depression after SCI indicate that the prevalence of depression after SCI is substantially greater than that in the general medical population. These results underscore the importance of continued research on measuring depression in persons with SCI and on treatments for depression after SCI.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
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
“People with SCI may experience many potential secondary physical and psychological consequences, including an increased risk of depression and anxiety (experienced in around 22.2% of the population [2]) and reduced quality of life (QoL [3]).”
From Mindfulness for pain, depression, anxiety, and quality of life in people with spinal cord injury: A systematic review (2020) · cites this paper as [2]
Citations
Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,893
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,845
Meta-analysis in clinical trials
DerSimonian, R., & Laird, N. (1986) · Controlled Clinical Trials · doi:10.1016/0197-2456(86)90046-2 · Cited by 39,552
Conducting Meta-Analyses in R with the metafor Package
Viechtbauer, W. (2010) · Journal of Statistical Software · doi:10.18637/jss.v036.i03 · Cited by 20,464
Diagnostic and Statistical Manual of Mental Disorders.
Widiger, T. A. (2000) · Oxford University Press eBooks · doi:10.1037/10518-009 · Cited by 19,766
Diagnostic and Statistical Manual of Mental Disorders
&NA; (1988) · Alzheimer Disease & Associated Disorders · doi:10.1097/00002093-198802020-00022 · Cited by 12,603
Kessler, R. C., Chiu, W. T., Demler, O., & Walters, E. E. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.6.617 · Cited by 12,052
Wasserman, S. S., Hedges, L. V., & Olkin, I. (1988) · Journal of Educational Statistics · doi:10.2307/1164953 · Cited by 10,377
(2000) · Cited by 9,198
Kessler, R. C., Berglund, P., Demler, O., Jin, R., Koretz, D., Merikangas, K. R., Rush, A. J., Walters, E. E., & Wang, P. S. (2003) · JAMA · doi:10.1001/jama.289.23.3095 · Cited by 7,988
J Neuropsychiatry Clin Neurosci
Yudofsky, S. C., & Hales, R. E. (1992) · The Journal of Neuropsychiatry and Clinical Neurosciences · doi:10.1176/jnp.4.4.359 · Cited by 3,818
Statistical Methods for Meta-Analysis
(1985) · Elsevier eBooks · doi:10.1016/c2009-0-03396-0 · Cited by 2,570
Robust variance estimation in meta‐regression with dependent effect size estimates
Hedges, L. V., Tipton, E., & Johnson, M. C. (2010) · Research Synthesis Methods · doi:10.1002/jrsm.5 · Cited by 2,086
Diagnostic and Statistical Manual of Mental Disorders
Preedy, V., & Watson, R. (2010) · Springer eBooks · doi:10.1007/978-0-387-78665-0_5485 · Cited by 1,146
Small sample adjustments for robust variance estimation with meta-regression.
Tipton, E. (2015) · Psychological Methods · doi:10.1037/met0000011 · Cited by 810
Depression following spinal cord injury
Elliott, T. R., & Frank, R. G. (1996) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/s0003-9993(96)90263-4 · Cited by 294
Symptoms of major depression in people with spinal cord injury: Implications for screening
Bombardier, C. H., Richards, J. S., Krause, J. S., Tulsky, D. S., & Tate, D. G. (2004) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2004.07.348 · Cited by 280
Psychiatric Disorders in Patients With Spinal Cord Injuries
Fullerton, D. T. (1981) · Archives of General Psychiatry · doi:10.1001/archpsyc.1981.01780370071010 · Cited by 123
Depression following Traumatic Spinal Cord Injury
Dryden, D. M., Saunders, L. D., Rowe, B. H., May, L., Yiannakoulias, N., Svenson, L. W., Schopflocher, D., & Voaklander, D. C. (2005) · Neuroepidemiology · doi:10.1159/000086284 · Cited by 119
Robust variance estimation in meta‐regression with binary dependent effects
Tipton, E. (2013) · Research Synthesis Methods · doi:10.1002/jrsm.1070 · Cited by 102
Dysphoria: A major symptom factor in persons with disability or chronic illness
Frank, R. G., Chaney, J. M., Clay, D. L., Shutty, M. S., Beck Niels, C., Kay, D. R., Elliott, T. R., & Grambling, S. (1992) · Psychiatry Research · doi:10.1016/0165-1781(92)90056-9 · Cited by 86
Depression and activity patterns of spinal cord injured persons living in the community.
MacDonald, M. R., Nielson, W. R., & Cameron, M. (1987) · PubMed · Cited by 78
Spinal Cord Injury Rehabilitation
Sipski, M. L., & Richards, J. S. (2006) · American Journal of Physical Medicine & Rehabilitation · doi:10.1097/01.phm.0000202105.87011.bf · Cited by 75
Measuring Depression in Persons With Spinal Cord Injury: A Systematic Review
Kalpakjian, C. Z., Bombardier, C. H., Schomer, K. G., Brown, P. A., & Johnson, K. L. (2009) · Journal of Spinal Cord Medicine · doi:10.1080/10790268.2009.11760748 · Cited by 72
Bombardier, C. H., Fann, J. R., Tate, D. G., Richards, J. S., Wilson, C. S., Warren, A. M., Temkin, N. R., & Heinemann, A. W. (2012) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2011.12.020 · Cited by 64
Depression and adrenal function in spinal cord injury
Frank, R. G., Kashani, J. H., Wonderlich, S. A., Lising, A., & Visot, L. R. (1985) · American Journal of Psychiatry · doi:10.1176/ajp.142.2.252 · Cited by 63
Prospective longitudinal study of depression following spinal cord injury
Kishi, Y., Robinson, R. G., & Forrester, A. W. (1994) · Journal of Neuropsychiatry · doi:10.1176/jnp.6.3.237 · Cited by 61
Depression in spinal cord injured patients
Howell, T., Fullerton, D. T., Harvey, R. F., & Klein, M. H. (1981) · Spinal Cord · doi:10.1038/sc.1981.54 · Cited by 52
Depression following acute spinal cord injury
Judd, F. K., Burrows, G. D., & Brown, D. J. (1986) · Spinal Cord · doi:10.1038/sc.1986.53 · Cited by 48
Banerjea, R., Findley, P. A., Smith, B., FINDLEY, T. W., & Sambamoorthi, U. (2009) · Spinal Cord · doi:10.1038/sc.2009.42 · Cited by 43
Fedoroff, J. P., Lipsey, J. R., STARKSTEIN, S. E., Forrester, A. W., Price, T. R., & Robinson, R. G. (1991) · Journal of Affective Disorders · doi:10.1016/0165-0327(91)90088-a · Cited by 43
Comparing two measures of depression in spinal cord injury.
Tate, D. G., Forchheimer, M. B., Maynard, F., Davidoff, G. N., & Dijkers, M. P. J. M. (1993) · Rehabilitation Psychology · doi:10.1037/h0080287 · Cited by 40
Comparing two measures of depression in spinal cord injury.
Tate, D. G., Forchheimer, M. B., Maynard, F., Davidoff, G. N., & al, E. (1993) · Rehabilitation Psychology · doi:10.1037//0090-5550.38.1.53 · Cited by 36
Rabadi, M. H., & Vincent, A. S. (2011) · Journal of Spinal Cord Medicine · doi:10.1179/107902610x12923394765652 · Cited by 29
Findley, P. A., Banerjea, R., & Sambamoorthi, U. (2010) · Disability and Rehabilitation · doi:10.3109/09638288.2010.540294 · Cited by 22
Clay, D. L., Hagglund, K. J., Frank, R. G., Elliot, T. R., & al, E. (1995) · Rehabilitation Psychology · doi:10.1037//0090-5550.40.3.171 · Cited by 20
Clay, D. L., Hagglund, K. J., Frank, R. G., et al. (1995) · Rehabilitation Psychology · doi:10.1037/0090-5550.40.3.171 · Cited by 17
Psychiatric evaluation of physical rehabilitation patients
Aoki, T., Hosaka, T., & Ishida, A. (1995) · General Hospital Psychiatry · doi:10.1016/0163-8343(95)00060-7 · Cited by 16
Psychiatric Consultation in a Spinal Injuries Unit
Judd, F. K., & Brown, D. (1992) · Australian & New Zealand Journal of Psychiatry · doi:10.3109/00048679209072030 · Cited by 14
Using robust standard errors to combine multiple regression estimates with meta-analysis
Williams, R. T. (2012) · Loyola eCommons (Loyola University of Chicago) · Cited by 13
Self-citationWeeks, D. L., Greer, C. L., Bray, B. S., Schwartz, C. R., & White, J. R. (2011) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2010.12.026 · Cited by 11
Cited by
Sorted by citations
Impact of Adaptive Sports Participation on Quality of Life
Diaz, R., Miller, E. K., Kraus, E., & Fredericson, M. (2019) · Sports Medicine and Arthroscopy Review · doi:10.1097/jsa.0000000000000242 · Cited by 196
Craig, A., Nicholson-Perry, K., Guest, R., Tran, Y., Dezarnaulds, A., Hales, A., Ephraums, C., & Middleton, J. (2015) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/j.apmr.2015.02.027 · Cited by 179
Cognitive Impairment and Mood States after Spinal Cord Injury
Craig, A. R., Guest, R., Tran, Y., & Middleton, J. W. (2016) · Journal of Neurotrauma · doi:10.1089/neu.2016.4632 · Cited by 176
The prevalence of patellofemoral osteoarthritis: a systematic review and meta-analysis
Kobayashi, S., Pappas, E., Fransen, M., Refshauge, K. M., & Simić, M. (2016) · Osteoarthritis and Cartilage · doi:10.1016/j.joca.2016.05.011 · Cited by 152
Lim, S.-W., Shiue, Y., Ho, C., Yu, S.-C., Kao, P., Wang, J., & Kuo, J. (2017) · PLoS ONE · doi:10.1371/journal.pone.0169623 · Cited by 147
Metadata
- Authors
- Williams, R., & Murray, A.
- Affiliations
- American Institutes for Research (US)
- University of Memphis (US)
- ORCID
- Williams, Ryan
- Venue
- Archives of Physical Medicine and Rehabilitation
- Publisher
- Elsevier BV
- Published
- 2015-01
- Volume
- 96
- Issue
- 1
- Pages
- 133-140
- ISSN
- 0003-9993 (ISSN-L)
- OpenAlex
- W2122275193
- Cited by
- 320
- References
- 41
- Citations by year
- 2026: 32 · 2025: 36 · 2024: 34 · 2023: 33 · 2022: 49 · 2021: 19 · 2020: 24 · 2019: 33 · 2018: 20 · 2017: 17 · 2016: 11 · 2015: 11
- FWCI
- 1.89
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Archives of Physical Medicine and Rehabilitation (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Clinical Neurology › Spinal Cord Injury Research
- Health Sciences › Medicine › Psychiatry and Mental health › Mental Health Treatment and Access
- Health Sciences › Health Professions › Physical Therapy, Sports Therapy and Rehabilitation › Musculoskeletal pain and rehabilitation
- Keywords
- depression, spinal cord injury, prevalence, depressive disorders, major depressive episode, psychiatric comorbidity, DSM-IV diagnostic criteria, DSM-III-R criteria, traumatic spinal cord injury
- MeSH terms
- Depressive Disorder, Humans, Spinal Cord Injuries, Prevalence
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