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Original Article

The contribution of psychological factors to recovery after mild traumatic brain injury: Is cluster analysis a useful approach?

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Pages 291-299 | Received 01 Jul 2014, Accepted 10 Oct 2014, Published online: 19 Nov 2014

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Deborah L. Snell, Josh W. Faulkner, Jonathan A. Williman, Noah D. Silverberg, Alice Theadom, Lois J Surgenor, Jonathan Hackney & Richard J. Siegert. (2023) Fear avoidance and return to work after mild traumatic brain injury. Brain Injury 37:6, pages 541-550.
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Josh W. Faulkner, Deborah L. Snell, Alice Theadom, Susan Mahon & Suzanne Barker-Collo. (2023) The influence of psychological flexibility on persistent post concussion symptoms and functional status after mild traumatic brain injury. Disability and Rehabilitation 45:7, pages 1192-1201.
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Josh W. Faulkner, Deborah L. Snell, Alice Theadom, Susan Mahon, Suzanne Barker-Collo & Paul Skirrow. (2021) Psychological flexibility in mild traumatic brain injury: an evaluation of measures. Brain Injury 35:9, pages 1103-1111.
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Deborah L. Snell, Rachelle Martin, Lois J. Surgenor, Richard J. Siegert, E. Jean C. Hay-Smith, Tracy R. Melzer, Tim J. Anderson & Gary J. Hooper. (2020) Wrestling with uncertainty after mild traumatic brain injury: a mixed methods study. Disability and Rehabilitation 42:14, pages 1942-1953.
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Laura B. Ngwenya, Raquel C. Gardner, John K. Yue, John F. Burke, Adam R. Ferguson, Michael C. Huang, Ethan A. Winkler, Romain Pirracchio, Gabriela G. Satris, Esther L. Yuh, Pratik Mukherjee, Alex B. Valadka, David O. Okonkwo & Geoffrey T. Manley. (2018) Concordance of common data elements for assessment of subjective cognitive complaints after mild-traumatic brain injury: a TRACK-TBI Pilot Study. Brain Injury 32:9, pages 1071-1078.
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Deborah L. Snell, Rachelle Martin, A.D. Macleod, Lois J. Surgenor, Richard J. Siegert, E. Jean, C. Hay-Smith, Tracy Melzer, Gary J. Hooper & Tim Anderson. (2018) Untangling chronic pain and post-concussion symptoms: the significance of depression. Brain Injury 32:5, pages 583-592.
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Deborah L. Snell, Rachelle Martin, Lois J. Surgenor, Richard J. Siegert & E. Jean C. Hay-Smith. (2017) What’s wrong with me? seeking a coherent understanding of recovery after mild traumatic brain injury. Disability and Rehabilitation 39:19, pages 1968-1975.
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N. Aujla, M. Walker, N. Sprigg, K. Abrams, A. Massey & K. Vedhara. (2016) Can illness beliefs, from the common-sense model, prospectively predict adherence to self-management behaviours? A systematic review and meta-analysis. Psychology & Health 31:8, pages 931-958.
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Articles from other publishers (25)

Alejandro Moya, Elena Pretel, Elena Navarro & Javier Jaén. (2023) A systematic literature review of clustering techniques for patients with traumatic brain injury. Artificial Intelligence Review 56:S1, pages 351-419.
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Caroline A. LuszawskiVickie PlourdeStacy R. SickJean-Michel GalarneauPaul H. EliasonBrian L. BrooksMartin MrazikChantel T. DebertConstance LebrunShelina BabulBrent E. HagelSean P. Dukelow, Kathryn J. SchneiderCarolyn A. EmeryKeith Owen Yeates. (2023) Psychosocial Factors Associated With Time to Recovery After Concussion in Adolescent Ice Hockey Players. Clinical Journal of Sport Medicine.
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Paul Comper, Evan Foster, Tharshini Chandra, Laura Langer, Catherine Wiseman-Hakes, George Mochizuki, Lesley Ruttan, David W. Lawrence, Elizabeth L. Inness, Jonathan Gladstone, Cristina Saverino, Alan Tam, Alice Kam, Firas Al-Rawi & Mark Theodore Bayley. (2023) The Toronto Concussion Study: a prospective investigation of characteristics in a cohort of adults from the general population seeking care following acute concussion, 2016–2020. Frontiers in Neurology 14.
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Jacqueline F.I. Anderson, Lana Higson, Michelle H. Wu, Marc L. Seal & Joseph Yuan-Mou Yang. (2023) Cerebral microhaemorrhage count is related to processing speed, but not level of symptom reporting, independently of age, psychological status and premorbid functioning, after first-ever mild traumatic brain injury. Brain Imaging and Behavior.
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Alberto Costa, Salvatore Gullo, Umberto Bivona & Carlo Caltagirone. 2023. Neurobiological and Psychological Aspects of Brain Recovery. Neurobiological and Psychological Aspects of Brain Recovery 367 390 .
Vickie Plourde, Noah D Silverberg, Molly Cairncross, Shane Virani & Brian L Brooks. (2022) Perceptions of Symptom Duration are Associated With Emotional Distress and Functioning in Adolescents With Protracted Concussion Recovery. Journal of Pediatric Psychology 47:8, pages 905-915.
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Brian L. Brooks, Jeshna Kumari & Shane Virani. (2022) Family Burden in Adolescents With Refractory Postconcussion Symptoms. Journal of Head Trauma Rehabilitation 37:4, pages 230-239.
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Kristin W. Samuelson, Krista Engle, Alisa Bartel, Joshua T. Jordan, Tyler Powers, Linda Abadjian & Charles C. Benight. (2021) The power of appraisals in predicting PTSD symptom improvement following cognitive rehabilitation: A randomized clinical trial. Journal of Affective Disorders 282, pages 561-573.
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Navneet Aujla, Marion Walker, Nikola Sprigg & Kavita Vedhara. (2018) Do individual versus illness belief schema differ in the prediction of post-stroke recovery?. Journal of Health Psychology 25:13-14, pages 2118-2128.
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Josh W. Faulkner, Alice Theadom, Susan Mahon, Deborah L. Snell, Suzanne Barker-Collo & Kay Cunningham. (2020) Psychological flexibility: A psychological mechanism that contributes to persistent symptoms following mild traumatic brain injury?. Medical Hypotheses 143, pages 110141.
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Nicole L. HoffmanPatrick J. O'ConnorMichael D. SchmidtRobert C. LynallJulianne D. Schmidt. (2020) Relationships between Post-Concussion Sleep and Symptom Recovery: A Preliminary Study. Journal of Neurotrauma 37:8, pages 1029-1036.
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Lois J. Surgenor, Deborah L. Snell, Richard J. Siegert, Steven Kelly, Richard Flint & Grant Coulter. (2019) Psychometric Characteristics of the Revised Illness Perception Questionnaire (IPQ-R) in People Undergoing Weight Loss Surgery. Journal of Clinical Psychology in Medical Settings 27:1, pages 79-88.
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Michael Dressing, Jillian WiseJennifer Katzenstein & P. Patrick Mularoni. (2020) A Scale Measuring Academic-Related Anxiety Following Concussion. Journal of Clinical Sport Psychology, pages 1-11.
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Matthew R. Powell, Allen W. Brown, Danielle Klunk, Jennifer R. Geske, Kamini Krishnan, Cassie Green & Thomas F. Bergquist. (2019) Injury Severity and Depressive Symptoms in a Post-acute Brain Injury Rehabilitation Sample. Journal of Clinical Psychology in Medical Settings 26:4, pages 470-482.
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Taiga Shibayama, Somayeh Tanha, Yoshiki Abe, Hiromi Haginoya, Asadollah Rajab & Kikue Hidaka. (2019) The role of illness schemata in self-care behaviors and glycemic control among patients with type 2 diabetes in Iran. Primary Care Diabetes 13:5, pages 474-480.
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Karameh Kuemmerle & William P. MeehanIIIIII. (2019) Treatment of Pediatric Concussion. Seminars in Pediatric Neurology 30, pages 60-67.
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Brian L. BrooksVickie PlourdeMiriam H. BeauchampKen TangKeith Owen YeatesMichelle KeightleyPeter AndersonNaddley DésiréNick BarrowmanRoger ZemekMary Aglipay, Karen Barlow, Darcy Beer, Kathy Boutis, Emma Burns, William Craig, Carol DeMatteo, Alexander S. Dubrovsky, Ken J. Farion, Stephen B. Freedman, Isabelle Gagnon, Gerard Gioia, Jocelyn Gravel, Anne M. Grool, Blaine Hoshizaki, Yael Kamil, Terry Klassen, Candice McGahern, William P. Meehan III, Willem Meeuwisse, Angelo Mikrogianakis, Martin H. Osmond, Lawrence Richer, Gurinder Sangha & Michael Vassilyadi. (2019) Predicting Psychological Distress after Pediatric Concussion. Journal of Neurotrauma 36:5, pages 679-685.
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Jeff Victoroff. 2019. Concussion and Traumatic Encephalopathy. Concussion and Traumatic Encephalopathy 205 258 .
Suzanne Polinder, Maryse C. Cnossen, Ruben G. L. Real, Amra Covic, Anastasia Gorbunova, Daphne C. Voormolen, Christina L. Master, Juanita A. Haagsma, Ramon Diaz-Arrastia & Nicole von Steinbuechel. (2018) A Multidimensional Approach to Post-concussion Symptoms in Mild Traumatic Brain Injury. Frontiers in Neurology 9.
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Lisbeth Frostholm, Christina Hornemann, Eva Ørnbøl, Per Fink & Mimi Mehlsen. (2018) Using Illness Perceptions to Cluster Chronic Pain Patients. The Clinical Journal of Pain 34:11, pages 991-999.
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Katrina Wyatt, Jenny Lloyd, Siobhan Creanor, Colin Green, Sarah G Dean, Melvyn Hillsdon, Charles Abraham, Richard Tomlinson, Virginia Pearson, Rod S Taylor, Emma Ryan, Adam Streeter, Camilla McHugh, Alison Hurst, Lisa Price, Louise Crathorne, Chris Krägeloh, Richard Siegert & Stuart Logan. (2018) Cluster randomised controlled trial and economic and process evaluation to determine the effectiveness and cost-effectiveness of a novel intervention [Healthy Lifestyles Programme (HeLP)] to prevent obesity in school children. Public Health Research 6:1, pages 1-204.
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Alberto Costa, Salvatore Gullo & Carlo Caltagirone. 2017. Neurobiological and Psychological Aspects of Brain Recovery. Neurobiological and Psychological Aspects of Brain Recovery 285 302 .
Samantha N. Carter-Allison, Sebastian Potter & Katharine Rimes. (2016) Diagnosis Threat and Injury Beliefs After Mild Traumatic Brain Injury. Archives of Clinical Neuropsychology 31:7, pages 727-737.
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Cynthia J. Stein, Robert MacDougall, Catherine C. Quatman-Yates, Gregory D. Myer, Dai Sugimoto, Roberta J. Dennison & William P. Meehan. (2016) Young Athletes' Concerns About Sport-Related Concussion. Clinical Journal of Sport Medicine 26:5, pages 386-390.
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Deborah L. Snell, A. D. Sandy Macleod & Tim Anderson. (2016) Post-Concussion Syndrome after a Mild Traumatic Brain Injury: A Minefield for Clinical Practice. Journal of Behavioral and Brain Science 06:06, pages 227-232.
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