Risk factors for sports injuries — a methodological approach
Open accessAbstract
The methodology for studies designed to investigate potential risk factors for sports injury is reviewed, using the case of hamstring strains as an example. Injuries result from a complex interaction of multiple risk factors and events. Therefore, a multivariate statistical approach should be used. In addition, the sample size of the study needs to be considered carefully. Sample size mainly depends on the expected effect of the risk factor on injury risk, and to detect moderate to strong associations 20–50 injury cases are needed, whereas small to moderate associations would need about 200 injured subjects. Studies published to date on the risk factors for hamstring strains have methodological limitations, and are too small to detect small to moderate associations.
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
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?
Reduced muscular strength, greater strength imbalances and slow sprint speeds are associated with increased musculoskeletal injury risk.
“since reduced muscular strength, greater strength imbalances and slow sprint speeds are associated with increased musculoskeletal injury risk [11, 12]”
From Comparison of weightlifting, traditional resistance training and plyometrics on strength, power and speed: a systematic review with meta-analysis. (2022) · cites this paper as [11]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Incidence, Severity, Aetiology and Prevention of Sports Injuries: A Review of Concepts
van Mechelen, W., Hlobil, H., & Kemper, H. C. G. (1992) · Sports Medicine · doi:10.2165/00007256-199214020-00002 · Cited by 2,015 · see citing works
Knee Injury Patterns Among Men and Women in Collegiate Basketball and Soccer
Arendt, E. A., & Dick, R. W. (1995) · The American Journal of Sports Medicine · doi:10.1177/036354659502300611 · Cited by 1,616 · see citing works
Fletcher, G. F., Balady, G., Blair, S. N., Blumenthal, J., Caspersen, C., Chaitman, B., Epstein, S., Froelicher, E. S. S., Froelicher, V. F., Pina, I. L., et al. (1996) · Circulation · doi:10.1161/01.cir.94.4.857 · Cited by 1,319 · see citing works
Risk factors for lower extremity injury: a review of the literature
Murphy, D. F., Connolly, D. A. J., & Beynnon, B. D. (2003) · British Journal of Sports Medicine · doi:10.1136/bjsm.37.1.13 · Cited by 760 · see citing works
Garrett, W. E. J. (1996) · The American Journal of Sports Medicine · doi:10.1177/036354659602406s02 · Cited by 609 · see citing works
Epidemiology of injuries in the Australian Football League, seasons 1997–2000
Orchard, J. W., & Seward, H. G. (2002) · British Journal of Sports Medicine · doi:10.1136/bjsm.36.1.39 · Cited by 599 · see citing works
Orchard, J. W., Marsden, J., Lord, S. R., & Garlick, D. (1997) · The American Journal of Sports Medicine · doi:10.1177/036354659702500116 · Cited by 510 · see citing works
A prospective cohort study of anterior cruciate ligament injuries in elite Norwegian team handball
Myklebust, G., Mæhlum, S., Holm, I., & Bahr, R. (1998) · Scandinavian Journal of Medicine and Science in Sports · doi:10.1111/j.1600-0838.1998.tb00185.x · Cited by 499 · see citing works
Self-citationTropp, H., Askling, C. M., & Gillquist, J. (1985) · The American Journal of Sports Medicine · doi:10.1177/036354658501300408 · Cited by 476 · see citing works
Physiological Testing of the High-Performance Athlete
MacDOUGALL, J. D., Wenger, H. A., & Green, H. J. (1993) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199302000-00027 · Cited by 446 · see citing works
Intrinsic and Extrinsic Risk Factors for Muscle Strains in Australian Football
Orchard, J. W. (2001) · The American Journal of Sports Medicine · doi:10.1177/03635465010290030801 · Cited by 439 · see citing works
Assessing Causation in Sport Injury: A Multifactorial Model
Meeuwisse, W. H. (1994) · Clinical Journal of Sport Medicine · doi:10.1097/00042752-199407000-00004 · Cited by 428 · see citing works
Anterior Cruciate Ligament Reconstruction and the Long Term Incidence of Gonarthrosis
Gillquist, J., & Messner, K. (1999) · Sports Medicine · doi:10.2165/00007256-199927030-00001 · Cited by 408 · see citing works
Isokinetic strength testing does not predict hamstring injury in Australian Rules footballers.
Bennell, K. L., Wajswelner, H., Lew, P. C., et al. (1998) · British Journal of Sports Medicine · doi:10.1136/bjsm.32.4.309 · Cited by 378 · see citing works
Verrall, G. M., Slavotinek, J., Barnes, P. G., et al. (2001) · British Journal of Sports Medicine · doi:10.1136/bjsm.35.6.435 · Cited by 377 · see citing works
Bahr, R., & Bahr, I. A. (1997) · Scandinavian Journal of Medicine and Science in Sports · doi:10.1111/j.1600-0838.1997.tb00134.x · Cited by 369 · see citing works
Self-citationFootball Injuries and Physical Symptoms
Dvořák, J., & Junge, A. (2000) · The American Journal of Sports Medicine · doi:10.1177/28.suppl_5.s-3 · Cited by 348 · see citing works
Surve, I., Schwellnus, M. P., Noakes, T. D., & Lombard, C. J. (1994) · The American Journal of Sports Medicine · doi:10.1177/036354659402200506 · Cited by 339 · see citing works
Hamstring Strains in Athletes: Diagnosis and Treatment
Clanton, T. O., & COUPE, K. J. (1998) · Journal of the American Academy of Orthopaedic Surgeons · doi:10.5435/00124635-199807000-00005 · Cited by 314 · see citing works
Kujala, U. M., Orava, S., & Järvinen, M. (1997) · Sports Medicine · doi:10.2165/00007256-199723060-00005 · Cited by 286 · see citing works
Prophylaxis and management of hamstring muscle injuries in intercollegiate football players
Heiser, T. M., Weber, J., Sullivan, G., et al. (1984) · The American Journal of Sports Medicine · doi:10.1177/036354658401200506 · Cited by 277 · see citing works
Hamstring Injuries in Sprinters
Jönhagen, S., Németh, G., & Eriksson, E. (1994) · The American Journal of Sports Medicine · doi:10.1177/036354659402200218 · Cited by 272 · see citing works
The Efficacy of a Semirigid Ankle Stabilizer to Reduce Acute Ankle Injuries in Basketball
Sitler, M. R., Ryan, J. B., Wheeler, B. R., McBride, J., Arciero, R. A., Anderson, J., & Horodyski, M. (1994) · The American Journal of Sports Medicine · doi:10.1177/036354659402200404 · Cited by 268 · see citing works
Warm-Up and Muscular Injury Prevention
Safran, M. R., Seaber, A. V., & Garrett, W. E. J. (1989) · Sports Medicine · doi:10.2165/00007256-198908040-00004 · Cited by 257 · see citing works
Myklebust, G., Holm, I., Mæhlum, S., et al. (2003) · The American Journal of Sports Medicine · doi:10.1177/03635465030310063901 · Cited by 246 · see citing works
Pincivero, D. M., Lephart, S. M., & Karunakara, R. G. (1997) · International Journal of Sports Medicine · doi:10.1055/s-2007-972605 · Cited by 236 · see citing works
Agre, J. C. (1985) · Sports Medicine · doi:10.2165/00007256-198502010-00003 · Cited by 217 · see citing works
Factors Associated with Hamstring Injuries
Worrell, T. W. (1994) · Sports Medicine · doi:10.2165/00007256-199417050-00006 · Cited by 215 · see citing works
Drawer, S., & Fuller, C. W. (2002) · British Journal of Sports Medicine · doi:10.1136/bjsm.36.6.446 · Cited by 195 · see citing works
An integrated biomechanical analysis of high speed incline and level treadmill running
SWANSON, S. C., & CALDWELL, G. E. (2000) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200006000-00018 · Cited by 189 · see citing works
The Prevalence of Gonarthrosis and Its Relation to Meniscectomy in Former Soccer Players
Roos, H. P., Lindberg, H., Gärdsell, P., Lohmander, S. L., & Wingstrand, H. (1994) · The American Journal of Sports Medicine · doi:10.1177/036354659402200211 · Cited by 175 · see citing works
Principles and Practice of Clinical Research
(2017) · Elsevier eBooks · doi:10.1016/c2014-0-03999-8 · Cited by 171 · see citing works
Surgeon General's Report on Physical Activity and Health
(1996) · JAMA · doi:10.1001/jama.1996.03540070018010 · Cited by 168 · see citing works
Worrell, T. W., Perrin, D. H., Gansneder, B. M., et al. (1991) · Journal of Orthopaedic and Sports Physical Therapy · doi:10.2519/jospt.1991.13.3.118 · Cited by 164 · see citing works
Yamamoto, T. (1993) · PubMed · Cited by 162 · see citing works
Causative factors in hamstring strains.
Burkett, L. N. (1970) · PubMed · Cited by 161 · see citing works
Sample Size for Logistic Regression with Small Response Probability
Whittemore, A. S. (1981) · Journal of the American Statistical Association · doi:10.1080/01621459.1981.10477597 · Cited by 159 · see citing works
Andersen, T. E., Larsen, Ø., Tenga, A., Engebretsen, L., & Bahr, R. (2003) · British Journal of Sports Medicine · doi:10.1136/bjsm.37.3.226 · Cited by 138 · see citing works
Self-citationAnkle Injury Risk Factors in Sports
Barker, H. B., Beynnon, B. D., & Renström, P. A. F. H. (1997) · Sports Medicine · doi:10.2165/00007256-199723020-00001 · Cited by 123 · see citing works
Alpine Ski Bindings and Injuries
Natri, A., Beynnon, B. D., Ettlinger, C. F., et al. (1999) · Sports Medicine · doi:10.2165/00007256-199928010-00004 · Cited by 118 · see citing works
Recurrent Posterior Thigh Symptoms Detrimental to Performance in Rugby Union
Devlin, L. (2000) · Sports Medicine · doi:10.2165/00007256-200029040-00005 · Cited by 108 · see citing works
Amplitude and timing of electromyographic activity during sprinting
Jönhagen, S., Ericson, M. O., Németh, G., et al. (1996) · Scandinavian Journal of Medicine and Science in Sports · doi:10.1111/j.1600-0838.1996.tb00064.x · Cited by 104 · see citing works
Hospital Care in Later Life Among Former World-Class Finnish Athletes
Kujala, U. M. (1996) · JAMA · doi:10.1001/jama.1996.03540030050031 · Cited by 96 · see citing works
ARE THERE LONG-TERM SEQUELAE FROM SOCCER?
Roos, H. P. (1998) · Clinics in Sports Medicine · doi:10.1016/s0278-5919(05)70122-8 · Cited by 83 · see citing works
Intrinsic Risk Factors for Exercise-Related Lower Limb Injuries*
Neely, F. G. (1998) · Sports Medicine · doi:10.2165/00007256-199826040-00004 · Cited by 79 · see citing works
Passive knee extension test to measure hamstring muscle tightness
Fredriksen, H., Dagfinrud, H. S., Jacobsen, V., & Mæhlum, S. (1997) · Scandinavian Journal of Medicine and Science in Sports · doi:10.1111/j.1600-0838.1997.tb00153.x · Cited by 76 · see citing works
Medical Treatment and Costs of Sports-Related Injuries in a Total Population
de Loës, M. (1990) · International Journal of Sports Medicine · doi:10.1055/s-2007-1024765 · Cited by 70 · see citing works
Factors related to hamstring strains.
Liemohn, W. P. (1978) · PubMed · Cited by 66 · see citing works
A Pooled Data Analysis of Injury Incidence in Rugby League Football
Gissane, C., Jennings, D., Kerr, K., et al. (2002) · Sports Medicine · doi:10.2165/00007256-200232030-00004 · Cited by 61 · see citing works
The Distribution of Injuries in Men's Canada West University Football: A 5-year Analysis
Meeuwisse, W. H., Hagel, B. E., Mohtadi, N. G. H., Butterwick, D. J., & Fick, G. H. (2000) · The American Journal of Sports Medicine · doi:10.1177/03635465000280041201 · Cited by 57 · see citing works
The Harstad injury prevention study: the epidemiology of sports injuries. An 8 year study.
Ytterstad, B. (1996) · British Journal of Sports Medicine · doi:10.1136/bjsm.30.1.64 · Cited by 55 · see citing works
An operational model to investigate contact sports injuries
Gissane, C., WHITE, J., KERR, K., et al. (2001) · Medicine & Science in Sports & Exercise · doi:10.1097/00005768-200112000-00004 · Cited by 54 · see citing works
Meeuwisse, W. H. (1994) · Clinical Journal of Sport Medicine · doi:10.1097/00042752-199407000-00005 · Cited by 44 · see citing works
Injuries during leisure physical activity in a Swedish municipality
Lindqvist, K. S., Timpka, T., & Bjurulf, P. (1996) · Scandinavian Journal of Social Medicine · doi:10.1177/140349489602400409 · Cited by 32 · see citing works
Sample Size for Logistic Regression with Small Response Probability
Whittemore, A. S. (1981) · Journal of the American Statistical Association · doi:10.2307/2287036 · Cited by 31 · see citing works
Cluster randomisation trials in mental health research
DONNER, A. P. (2000) · Evidence-Based Mental Health · doi:10.1136/ebmh.3.4.102 · Cited by 20 · see citing works
Design and Conduct of Observational Studies and Clinical Trials
Manolio, T. A. (2002) · Elsevier eBooks · doi:10.1016/b978-012274065-7/50015-0 · Cited by 13 · see citing works
Flagged first, then by citations
Research works printed but not linked: 7
- Myklebust G, Holm I, Maehlum S, et al. Clinical, functional and radiological outcome 6-11 years after ACL injuries in team handball players -a follow-up study. Am J Sports Med 2003; In press.
- Williams JPG. Aetiologic classification of sports injuries. Br J Sports Med 1971;4:228-30.
- Arnason A., Sigurdsson SB, Gudmundsson A, et al. Risk factors for injuries in soccer. Am J Sports Med 2003; In Press.
- Elwood JM. Causal relationships in medicine. Oxford: Oxford Medical Publications, 1988.
- Schmoor C, Sauerbrei W, Schumacher M. Sample size considerations for the evaluation of prognostic factors in survival analysis. Stat Med 2000;19:441-52.
- Fredriksen H. Hamstrings-strekk hos sprintere, betydningen av styrke og muskellengde. Norsk Idrettsmedisin 1998;13:7-10.
- Bahr, Holme www.bjsportmed.com on July 12, 2023 by guest. Protected by copyright. http://bjsm.bmj.com/ Br J Sports Med: first published as 10.1136/bjsm.37.5.384 on 26 September 2003. Downloaded from
Cited by
Sorted by citations
DiFiori, J. P., Benjamin, H. J., Brenner, J. S., Gregory, A., Jayanthi, N., Landry, G. L., & Luke, A. (2014) · British Journal of Sports Medicine · doi:10.1136/bjsports-2013-093299 · Cited by 816 · see citing works
Hägglund, M., Waldén, M., Bahr, R., & Ekstrand, J. (2005) · British Journal of Sports Medicine · doi:10.1136/bjsm.2005.018267 · Cited by 604 · see citing works
Self-citationLauersen, J. B., Andersen, T. E., & Andersen, L. B. (2018) · British Journal of Sports Medicine · doi:10.1136/bjsports-2018-099078 · Cited by 262 · see citing works
Morris, S. J., Oliver, J. L., Pedley, J. S., Haff, G. G., & Lloyd, R. S. (2022) · Sports Medicine · doi:10.1007/s40279-021-01627-2 · Cited by 103 · see citing works
- Authors
- Bahr, R., & Holme, I.
- Affiliations
- Oslo Sports Trauma Research Center (NO)
- Corresponding author
- Bahr, R
- ORCID
- Bahr, R
- Venue
- British Journal of Sports Medicine
- Publisher
- BMJ
- Published
- 2003-09-26
- Volume
- 37
- Issue
- 5
- Pages
- 384-392
- ISSN
- 0306-3674 (ISSN-L)
- 1473-0480
- PMC
- PMC1751357
- OpenAlex
- W2125173681
- Cited by
- 902
- References
- 59
- Citations by year
- 2026: 32 · 2025: 46 · 2024: 47 · 2023: 53 · 2022: 60 · 2021: 73 · 2020: 65 · 2019: 54 · 2018: 67 · 2017: 48 · 2016: 57 · 2015: 57 · 2014: 39 · 2013: 32 · 2012: 25
- FWCI
- 3.18
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- British Journal of Sports Medicine (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Pfizer
- Norsk Tipping
- Topics
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports injuries and prevention
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports Performance and Training
- Keywords
- sports injuries, risk factors, hamstring strain, research design, sample size, multivariate analysis, methodological limitations, injury risk
- MeSH terms
- Athletic Injuries, Humans, Leg Injuries, Research Design, Risk Factors, Tendon Injuries, Multivariate Analysis, Sample Size
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