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Gepubliceerd in: Quality of Life Research 8/2022

25-01-2022

Clinical utility of PTSD, resilience, sleep, and blast as risk factors to predict poor neurobehavioral functioning following traumatic brain injury: A longitudinal study in U.S. military service members

Auteurs: Rael T. Lange, Louis M. French, Jason M. Bailie, Victoria C. Merritt, Cassandra L. Pattinson, Lars D. Hungerford, Sara. M. Lippa, Tracey A. Brickell

Gepubliceerd in: Quality of Life Research | Uitgave 8/2022

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Abstract

Purpose

This study examined the clinical utility of post-traumatic stress disorder (PTSD), low resilience, poor sleep, and lifetime blast exposure as risk factors for predicting future neurobehavioral outcome following traumatic brain injury (TBI).

Methods

Participants were 591 U.S. military service members and veterans who had sustained a TBI (n = 419) or orthopedic injury without TBI (n = 172). Participants completed the Neurobehavioral Symptom Inventory, PTSD Checklist, and the TBI-Quality of Life (TBI-QOL) scale at baseline and follow-up.

Results

Using the four risk factors at baseline, 15 risk factor combinations were examined by calculating odds ratios to predict poor neurobehavioral outcome at follow-up (i.e., number of abnormal scores across five TBI-QOL scales [e.g., Fatigue, Depression]). The vast majority of risk factor combinations resulted in odds ratios that were considered to be clinically meaningful (i.e., ≥ 2.5) for predicting poor outcome. The risk factor combinations with the highest odds ratios included PTSD singularly, or in combination with poor sleep and/or low resilience (odds ratios = 4.3–72.4). However, poor sleep and low resilience were also strong predictors in the absence of PTSD (odds ratios = 3.1–29.8).

Conclusion

PTSD, poor sleep, and low resilience, singularly or in combination, may be valuable risk factors that can be used clinically for targeted early interventions.
Literatuur
2.
go back to reference Cole, W. R., & Bailie, J. M. (2016). Neurocognitive and psychiatric symptoms following mild traumatic brain injury. In D. Laskowitz & G. Grant (Eds.), Translational research in traumatic brain injury. Boca Raton: CRC Press/Taylor and Francis Group. Cole, W. R., & Bailie, J. M. (2016). Neurocognitive and psychiatric symptoms following mild traumatic brain injury. In D. Laskowitz & G. Grant (Eds.), Translational research in traumatic brain injury. Boca Raton: CRC Press/Taylor and Francis Group.
3.
go back to reference Iverson, G. L. (2012). A biopsychosocial conceptualization of poor outcome from mild traumatic brain injury. In J. J. Vasterling, R. A. Bryant, & T. M. Keane (Eds.), PTSD and mild traumatic brain injury. The Guilford Press. Iverson, G. L. (2012). A biopsychosocial conceptualization of poor outcome from mild traumatic brain injury. In J. J. Vasterling, R. A. Bryant, & T. M. Keane (Eds.), PTSD and mild traumatic brain injury. The Guilford Press.
4.
go back to reference Lange, R. T., French, L. M., Lippa, S. M., Bailie, J. M., & Brickell, T. A. (2020). Posttraumatic stress disorder is a stronger predictor of long-term neurobehavioral outcomes than traumatic brain injury severity. Journal of Traumatic Stress, 33(3), 318–329.PubMedCrossRef Lange, R. T., French, L. M., Lippa, S. M., Bailie, J. M., & Brickell, T. A. (2020). Posttraumatic stress disorder is a stronger predictor of long-term neurobehavioral outcomes than traumatic brain injury severity. Journal of Traumatic Stress, 33(3), 318–329.PubMedCrossRef
5.
go back to reference Pogoda, T. K., Levy, C. E., Helmick, K., & Pugh, M. J. (2017). Health services and rehabilitation for active duty service members and veterans with mild TBI. Brain Injury, 31(9), 1220–1234.PubMedCrossRef Pogoda, T. K., Levy, C. E., Helmick, K., & Pugh, M. J. (2017). Health services and rehabilitation for active duty service members and veterans with mild TBI. Brain Injury, 31(9), 1220–1234.PubMedCrossRef
6.
go back to reference Bilmes, L., & Stiglitz, J. (2006). The economic costs of the Iraq war: An appraisal three years after the beginning of the conflict. National Bureau of Economic Research. Bilmes, L., & Stiglitz, J. (2006). The economic costs of the Iraq war: An appraisal three years after the beginning of the conflict. National Bureau of Economic Research.
7.
go back to reference Taylor, B. C., Hagel, E. M., Carlson, K. F., Cifu, D. X., Cutting, A., Bidelspach, D. E., & Sayer, N. A. (2012). Prevalence and costs of co-occurring traumatic brain injury with and without psychiatric disturbance and pain among Afghanistan and Iraq War Veteran V.A. users. Medical Care, 50(4), 342–346.PubMedCrossRef Taylor, B. C., Hagel, E. M., Carlson, K. F., Cifu, D. X., Cutting, A., Bidelspach, D. E., & Sayer, N. A. (2012). Prevalence and costs of co-occurring traumatic brain injury with and without psychiatric disturbance and pain among Afghanistan and Iraq War Veteran V.A. users. Medical Care, 50(4), 342–346.PubMedCrossRef
8.
go back to reference Hoge, C. W., McGurk, D., Thomas, J. L., Cox, A. L., Engel, C. C., & Castro, C. A. (2008). Mild traumatic brain injury in U.S. soldiers returning from Iraq. New England Journal of Medicine, 358(5), 453–463.PubMedCrossRef Hoge, C. W., McGurk, D., Thomas, J. L., Cox, A. L., Engel, C. C., & Castro, C. A. (2008). Mild traumatic brain injury in U.S. soldiers returning from Iraq. New England Journal of Medicine, 358(5), 453–463.PubMedCrossRef
9.
go back to reference Schneiderman, A. I., Braver, E. R., & Kang, H. K. (2008). Understanding sequelae of injury mechanisms and mild traumatic brain injury incurred during the conflicts in Iraq and Afghanistan: Persistent postconcussive symptoms and posttraumatic stress disorder. American Journal of Epidemiology, 167(12), 1446–1452.PubMedCrossRef Schneiderman, A. I., Braver, E. R., & Kang, H. K. (2008). Understanding sequelae of injury mechanisms and mild traumatic brain injury incurred during the conflicts in Iraq and Afghanistan: Persistent postconcussive symptoms and posttraumatic stress disorder. American Journal of Epidemiology, 167(12), 1446–1452.PubMedCrossRef
10.
go back to reference Taylor, M. K., Hilton, S. M., Campbell, J. S., Beckerley, S. E., Shobe, K. K., Drummond, S. P., & Behavioral Health Needs Assessment, T. (2014). Prevalence and mental health correlates of sleep disruption among military members serving in a combat zone. Military Medicine, 179(7), 744–751.PubMedCrossRef Taylor, M. K., Hilton, S. M., Campbell, J. S., Beckerley, S. E., Shobe, K. K., Drummond, S. P., & Behavioral Health Needs Assessment, T. (2014). Prevalence and mental health correlates of sleep disruption among military members serving in a combat zone. Military Medicine, 179(7), 744–751.PubMedCrossRef
11.
go back to reference Bryan, C. J., & Clemans, T. A. (2013). Repetitive traumatic brain injury, psychological symptoms, and suicide risk in a clinical sample of deployed military personnel. JAMA Psychiatry, 70(7), 686–691.PubMedCrossRef Bryan, C. J., & Clemans, T. A. (2013). Repetitive traumatic brain injury, psychological symptoms, and suicide risk in a clinical sample of deployed military personnel. JAMA Psychiatry, 70(7), 686–691.PubMedCrossRef
12.
go back to reference Pattinson, C., Brickell, T. A., Bailie, J., Hungerford, L., Lippa, S. M., French, L. M., & Lange, R. T. (2021). Sleep disturbances following traumatic brain injury are associated with poor neurobehavioral outcomes in U.S. military service members and veterans. Journal of Clinical Sleep Medicine. https://doi.org/10.5664/jcsm.9454CrossRefPubMed Pattinson, C., Brickell, T. A., Bailie, J., Hungerford, L., Lippa, S. M., French, L. M., & Lange, R. T. (2021). Sleep disturbances following traumatic brain injury are associated with poor neurobehavioral outcomes in U.S. military service members and veterans. Journal of Clinical Sleep Medicine. https://​doi.​org/​10.​5664/​jcsm.​9454CrossRefPubMed
13.
go back to reference Grima, N., Ponsford, J., Rajaratnam, S. M., Mansfield, D., & Pase, M. P. (2016). Sleep disturbances in traumatic brain injury: A meta-analysis. Journal of Clinical Sleep Medicine, 12(3), 419–428.PubMedPubMedCentralCrossRef Grima, N., Ponsford, J., Rajaratnam, S. M., Mansfield, D., & Pase, M. P. (2016). Sleep disturbances in traumatic brain injury: A meta-analysis. Journal of Clinical Sleep Medicine, 12(3), 419–428.PubMedPubMedCentralCrossRef
15.
go back to reference MacDonald, C. L., Johnson, A. M., Nelson, E. C., Werner, N. J., Fang, R., Flaherty, S. F., & Brody, D. L. (2014). Functional status after blast-plus-impact complex concussive traumatic brain injury in evacuated United States military personnel. Journal of Neurotrauma, 31(10), 889–898.PubMedPubMedCentralCrossRef MacDonald, C. L., Johnson, A. M., Nelson, E. C., Werner, N. J., Fang, R., Flaherty, S. F., & Brody, D. L. (2014). Functional status after blast-plus-impact complex concussive traumatic brain injury in evacuated United States military personnel. Journal of Neurotrauma, 31(10), 889–898.PubMedPubMedCentralCrossRef
16.
go back to reference Haarbauer-Krupa, J., Taylor, C. A., Yue, J. K., Winkler, E. A., Pirracchio, R., Cooper, S. R., Burke, J. F., Stein, M. B., & Manley, G. T. (2017). Screening for post-traumatic stress disorder in a civilian emergency department population with traumatic brain injury. Journal of Neurotrauma, 34(1), 50–58.PubMedPubMedCentralCrossRef Haarbauer-Krupa, J., Taylor, C. A., Yue, J. K., Winkler, E. A., Pirracchio, R., Cooper, S. R., Burke, J. F., Stein, M. B., & Manley, G. T. (2017). Screening for post-traumatic stress disorder in a civilian emergency department population with traumatic brain injury. Journal of Neurotrauma, 34(1), 50–58.PubMedPubMedCentralCrossRef
17.
go back to reference Combs, H. L., Berry, D. T., Pape, T., Babcock-Parziale, J., Smith, B., Schleenbaker, R., Shandera-Ochsner, A., Harp, J. P., & High, W. M., Jr. (2015). The effects of mild traumatic brain injury, post-traumatic stress disorder, and combined mild traumatic brain injury/post-traumatic stress disorder on returning veterans. Journal of Neurotrauma, 32(13), 956–966.PubMedPubMedCentralCrossRef Combs, H. L., Berry, D. T., Pape, T., Babcock-Parziale, J., Smith, B., Schleenbaker, R., Shandera-Ochsner, A., Harp, J. P., & High, W. M., Jr. (2015). The effects of mild traumatic brain injury, post-traumatic stress disorder, and combined mild traumatic brain injury/post-traumatic stress disorder on returning veterans. Journal of Neurotrauma, 32(13), 956–966.PubMedPubMedCentralCrossRef
18.
go back to reference Jackson, C. E., Green, J. D., Bovin, M. J., Vasterling, J. J., Holowka, D. W., Ranganathan, G., Rosen, R. C., Keane, T. M., & Marx, B. P. (2016). Mild traumatic brain injury, PTSD, and psychosocial functioning among male and female U.S. OEF/OIF veterans. Journal of Traumatic Stress, 29(4), 309–316.PubMedCrossRef Jackson, C. E., Green, J. D., Bovin, M. J., Vasterling, J. J., Holowka, D. W., Ranganathan, G., Rosen, R. C., Keane, T. M., & Marx, B. P. (2016). Mild traumatic brain injury, PTSD, and psychosocial functioning among male and female U.S. OEF/OIF veterans. Journal of Traumatic Stress, 29(4), 309–316.PubMedCrossRef
19.
go back to reference Macera, C. A., Aralis, H. J., Macgregor, A. J., Rauh, M. J., & Galarneau, M. R. (2012). Postdeployment symptom changes and traumatic brain injury and/or posttraumatic stress disorder in men. Journal of Rehabilitation Research and Development, 49(8), 1197–1208.PubMedCrossRef Macera, C. A., Aralis, H. J., Macgregor, A. J., Rauh, M. J., & Galarneau, M. R. (2012). Postdeployment symptom changes and traumatic brain injury and/or posttraumatic stress disorder in men. Journal of Rehabilitation Research and Development, 49(8), 1197–1208.PubMedCrossRef
20.
go back to reference Haagsma, J. A., Scholten, A. C., Andriessen, T. M., Vos, P. E., Van Beeck, E. F., & Polinder, S. (2015). Impact of depression and post-traumatic stress disorder on functional outcome and health-related quality of life of patients with mild traumatic brain injury. Journal of Neurotrauma, 32(11), 853–862.PubMedCrossRef Haagsma, J. A., Scholten, A. C., Andriessen, T. M., Vos, P. E., Van Beeck, E. F., & Polinder, S. (2015). Impact of depression and post-traumatic stress disorder on functional outcome and health-related quality of life of patients with mild traumatic brain injury. Journal of Neurotrauma, 32(11), 853–862.PubMedCrossRef
21.
go back to reference Pietrzak, R. H., Johnson, D. C., Goldstein, M. B., Malley, J. C., & Southwick, S. M. (2009). Posttraumatic stress disorder mediates the relationship between mild traumatic brain injury and health and psychosocial functioning in veterans of Operations Enduring Freedom and Iraqi Freedom. The Journal of Nervous and Mental Disease, 197(10), 748–753.PubMedCrossRef Pietrzak, R. H., Johnson, D. C., Goldstein, M. B., Malley, J. C., & Southwick, S. M. (2009). Posttraumatic stress disorder mediates the relationship between mild traumatic brain injury and health and psychosocial functioning in veterans of Operations Enduring Freedom and Iraqi Freedom. The Journal of Nervous and Mental Disease, 197(10), 748–753.PubMedCrossRef
22.
go back to reference Andrews, R. J., Fonda, J. R., Levin, L. K., McGlinchey, R. E., & Milberg, W. P. (2018). Comprehensive analysis of the predictors of neurobehavioral symptom reporting in veterans. Neurology, 91(8), e732–e745.PubMedPubMedCentralCrossRef Andrews, R. J., Fonda, J. R., Levin, L. K., McGlinchey, R. E., & Milberg, W. P. (2018). Comprehensive analysis of the predictors of neurobehavioral symptom reporting in veterans. Neurology, 91(8), e732–e745.PubMedPubMedCentralCrossRef
23.
go back to reference Alway, Y., McKay, A., Gould, K. R., Johnston, L., & Ponsford, J. (2016). Factors associated with posttraumatic stress disorder following moderate to severe traumatic brain injury: A prospective study. Depression and Anxiety, 33(1), 19–26.PubMedCrossRef Alway, Y., McKay, A., Gould, K. R., Johnston, L., & Ponsford, J. (2016). Factors associated with posttraumatic stress disorder following moderate to severe traumatic brain injury: A prospective study. Depression and Anxiety, 33(1), 19–26.PubMedCrossRef
24.
go back to reference Bryant, R. A., & Harvey, A. G. (1999). The influence of traumatic brain injury on acute stress disorder and post-traumatic stress disorder following motor vehicle accidents. Brain Injury, 13(1), 15–22.PubMedCrossRef Bryant, R. A., & Harvey, A. G. (1999). The influence of traumatic brain injury on acute stress disorder and post-traumatic stress disorder following motor vehicle accidents. Brain Injury, 13(1), 15–22.PubMedCrossRef
25.
go back to reference Bryant, R. A., Marosszeky, J. E., Crooks, J., Baguley, I., & Gurka, J. (2000). Coping style and post-traumatic stress disorder following severe traumatic brain injury. Brain Injury, 14(2), 175–180.PubMedCrossRef Bryant, R. A., Marosszeky, J. E., Crooks, J., Baguley, I., & Gurka, J. (2000). Coping style and post-traumatic stress disorder following severe traumatic brain injury. Brain Injury, 14(2), 175–180.PubMedCrossRef
26.
go back to reference Bryant, R. A., Marosszeky, J. E., Crooks, J., Baguley, I. J., & Gurka, J. A. (2001). Posttraumatic stress disorder and psychosocial functioning after severe traumatic brain injury. The Journal of Nervous and Mental Disease, 189(2), 109–113.PubMedCrossRef Bryant, R. A., Marosszeky, J. E., Crooks, J., Baguley, I. J., & Gurka, J. A. (2001). Posttraumatic stress disorder and psychosocial functioning after severe traumatic brain injury. The Journal of Nervous and Mental Disease, 189(2), 109–113.PubMedCrossRef
27.
go back to reference Balba, N. M., Elliott, J. E., Weymann, K. B., Opel, R. A., Duke, J. W., Oken, B. S., Morasco, B. J., Heinricher, M. M., & Lim, M. M. (2018). Increased sleep disturbances and pain in veterans with comorbid traumatic brain injury and posttraumatic stress disorder. Journal of Clinical Sleep Medicine, 14(11), 1865–1878.PubMedPubMedCentralCrossRef Balba, N. M., Elliott, J. E., Weymann, K. B., Opel, R. A., Duke, J. W., Oken, B. S., Morasco, B. J., Heinricher, M. M., & Lim, M. M. (2018). Increased sleep disturbances and pain in veterans with comorbid traumatic brain injury and posttraumatic stress disorder. Journal of Clinical Sleep Medicine, 14(11), 1865–1878.PubMedPubMedCentralCrossRef
28.
go back to reference Lind, M. J., Brown, E., Farrell-Carnahan, L., Brown, R. C., Hawn, S., Berenz, E., McDonald, S., Pickett, T., Danielson, C. K., Thomas, S., & Amstadter, A. B. (2017). Sleep disturbances in OEF/OIF/OND veterans: Associations with PTSD, personality, and coping. Journal of Clinical Sleep Medicine, 13(2), 291–299.PubMedPubMedCentralCrossRef Lind, M. J., Brown, E., Farrell-Carnahan, L., Brown, R. C., Hawn, S., Berenz, E., McDonald, S., Pickett, T., Danielson, C. K., Thomas, S., & Amstadter, A. B. (2017). Sleep disturbances in OEF/OIF/OND veterans: Associations with PTSD, personality, and coping. Journal of Clinical Sleep Medicine, 13(2), 291–299.PubMedPubMedCentralCrossRef
29.
go back to reference Gilbert, K. S., Kark, S. M., Gehrman, P., & Bogdanova, Y. (2015). Sleep disturbances, TBI and PTSD: Implications for treatment and recovery. Clinical Psychology Review, 40, 195–212.PubMedPubMedCentralCrossRef Gilbert, K. S., Kark, S. M., Gehrman, P., & Bogdanova, Y. (2015). Sleep disturbances, TBI and PTSD: Implications for treatment and recovery. Clinical Psychology Review, 40, 195–212.PubMedPubMedCentralCrossRef
30.
go back to reference Carr, W., Polejaeva, E., Grome, A., Crandall, B., LaValle, C., Eonta, S. E., & Young, L. A. (2015). Relation of repeated low-level blast exposure with symptomology similar to concussion. The Journal of Head Trauma Rehabilitation, 30(1), 47–55.PubMedCrossRef Carr, W., Polejaeva, E., Grome, A., Crandall, B., LaValle, C., Eonta, S. E., & Young, L. A. (2015). Relation of repeated low-level blast exposure with symptomology similar to concussion. The Journal of Head Trauma Rehabilitation, 30(1), 47–55.PubMedCrossRef
31.
32.
go back to reference Bailie, J., French, L. M., Lippa, S. M., Hungerford, L., Brickell, T. A., & Lange, R. T. (2020). High levels of blast exposure are associated with worse neurobehavioral functioning following traumatic brain injury in U.S. military service members and veterans. Archives of Clinical Neuropsychology, 35(6), 931. Bailie, J., French, L. M., Lippa, S. M., Hungerford, L., Brickell, T. A., & Lange, R. T. (2020). High levels of blast exposure are associated with worse neurobehavioral functioning following traumatic brain injury in U.S. military service members and veterans. Archives of Clinical Neuropsychology, 35(6), 931.
33.
go back to reference Block, J., & Kremen, A. M. (1996). IQ and ego-resiliency: Conceptual and empirical connections and separateness. Journal of Personality and Social Psychology, 70(2), 349–361.PubMedCrossRef Block, J., & Kremen, A. M. (1996). IQ and ego-resiliency: Conceptual and empirical connections and separateness. Journal of Personality and Social Psychology, 70(2), 349–361.PubMedCrossRef
34.
go back to reference Luthar, S. S., Cicchetti, D., & Becker, B. (2000). The construct of resilience: A critical evaluation and guidelines for future work. Child Development, 71(3), 543–562.PubMedPubMedCentralCrossRef Luthar, S. S., Cicchetti, D., & Becker, B. (2000). The construct of resilience: A critical evaluation and guidelines for future work. Child Development, 71(3), 543–562.PubMedPubMedCentralCrossRef
35.
go back to reference Yehuda, R., & Flory, J. D. (2007). Differentiating biological correlates of risk, PTSD, and resilience following trauma exposure. Journal of Traumatic Stress, 20(4), 435–447.PubMedCrossRef Yehuda, R., & Flory, J. D. (2007). Differentiating biological correlates of risk, PTSD, and resilience following trauma exposure. Journal of Traumatic Stress, 20(4), 435–447.PubMedCrossRef
36.
go back to reference Holland, J. N., & Schmidt, A. T. (2015). Static and dynamic factors promoting resilience following traumatic brain injury: A brief review. Neural Plasticity, 2015, 902802.PubMedPubMedCentralCrossRef Holland, J. N., & Schmidt, A. T. (2015). Static and dynamic factors promoting resilience following traumatic brain injury: A brief review. Neural Plasticity, 2015, 902802.PubMedPubMedCentralCrossRef
37.
go back to reference Kalisch, R., Baker, D. G., Basten, U., Boks, M. P., Bonanno, G. A., Brummelman, E., Chmitorz, A., Fernandez, G., Fiebach, C. J., Galatzer-Levy, I., Geuze, E., Groppa, S., Helmreich, I., Hendler, T., Hermans, E. J., Jovanovic, T., Kubiak, T., Lieb, K., Lutz, B., …, Kleim, B. (2017). The resilience framework as a strategy to combat stress-related disorders. Nature Human Behaviour, 1(11), 784–790.CrossRef Kalisch, R., Baker, D. G., Basten, U., Boks, M. P., Bonanno, G. A., Brummelman, E., Chmitorz, A., Fernandez, G., Fiebach, C. J., Galatzer-Levy, I., Geuze, E., Groppa, S., Helmreich, I., Hendler, T., Hermans, E. J., Jovanovic, T., Kubiak, T., Lieb, K., Lutz, B., …, Kleim, B. (2017). The resilience framework as a strategy to combat stress-related disorders. Nature Human Behaviour, 1(11), 784–790.CrossRef
38.
go back to reference Merritt, V. C., Lange, R. T., & French, L. M. (2015). Resilience and symptom reporting following mild traumatic brain injury in military service members. Brain Injury, 29(11), 1325–1336.PubMedCrossRef Merritt, V. C., Lange, R. T., & French, L. M. (2015). Resilience and symptom reporting following mild traumatic brain injury in military service members. Brain Injury, 29(11), 1325–1336.PubMedCrossRef
39.
go back to reference Losoi, H., Silverberg, N. D., Waljas, M., Turunen, S., Rosti-Otajarvi, E., Helminen, M., Luoto, T. M., Julkunen, J., Ohman, J., & Iverson, G. L. (2015). Resilience is associated with outcome from mild traumatic brain injury. Journal of Neurotrauma, 32(13), 942–949.PubMedCrossRef Losoi, H., Silverberg, N. D., Waljas, M., Turunen, S., Rosti-Otajarvi, E., Helminen, M., Luoto, T. M., Julkunen, J., Ohman, J., & Iverson, G. L. (2015). Resilience is associated with outcome from mild traumatic brain injury. Journal of Neurotrauma, 32(13), 942–949.PubMedCrossRef
40.
go back to reference Losoi, H., Waljas, M., Turunen, S., Brander, A., Helminen, M., Luoto, T. M., Rosti-Otajarvi, E., Julkunen, J., & Ohman, J. (2015). Resilience is associated with fatigue after mild traumatic brain injury. The Journal of Head Trauma Rehabilitation, 30(3), E24-32.PubMedCrossRef Losoi, H., Waljas, M., Turunen, S., Brander, A., Helminen, M., Luoto, T. M., Rosti-Otajarvi, E., Julkunen, J., & Ohman, J. (2015). Resilience is associated with fatigue after mild traumatic brain injury. The Journal of Head Trauma Rehabilitation, 30(3), E24-32.PubMedCrossRef
41.
go back to reference Sullivan, K. A., Kempe, C. B., Edmed, S. L., & Bonanno, G. A. (2016). Resilience and other possible outcomes after mild traumatic brain injury: A systematic review. Neuropsychology Review, 26(2), 173–185.PubMedCrossRef Sullivan, K. A., Kempe, C. B., Edmed, S. L., & Bonanno, G. A. (2016). Resilience and other possible outcomes after mild traumatic brain injury: A systematic review. Neuropsychology Review, 26(2), 173–185.PubMedCrossRef
42.
go back to reference Reid, M. W., Cooper, D. B., Lu, L. H., Iverson, G. L., & Kennedy, J. E. (2018). Adversity and resilience are associated with outcome after mild traumatic brain injury in military service members. Journal of Neurotrauma, 35(10), 1146–1155.PubMedCrossRef Reid, M. W., Cooper, D. B., Lu, L. H., Iverson, G. L., & Kennedy, J. E. (2018). Adversity and resilience are associated with outcome after mild traumatic brain injury in military service members. Journal of Neurotrauma, 35(10), 1146–1155.PubMedCrossRef
43.
go back to reference Merritt, V. C., Brickell, T. A., Bailie, J., Hungerford, L., Lippa, S. M., French, L. M., & Lange, R. T. (2022, in press). Low resilience following traumatic brain injury is strongly associated with poor neurobehavioral functioning in U.S. military service members and veterans. Brain Injury. Merritt, V. C., Brickell, T. A., Bailie, J., Hungerford, L., Lippa, S. M., French, L. M., & Lange, R. T. (2022, in press). Low resilience following traumatic brain injury is strongly associated with poor neurobehavioral functioning in U.S. military service members and veterans. Brain Injury.
44.
go back to reference Corrigan, J. D., & Bogner, J. (2007). Initial reliability and validity of the Ohio State University TBI Identification Method. The Journal of Head Trauma Rehabilitation, 22(6), 318–329.PubMedCrossRef Corrigan, J. D., & Bogner, J. (2007). Initial reliability and validity of the Ohio State University TBI Identification Method. The Journal of Head Trauma Rehabilitation, 22(6), 318–329.PubMedCrossRef
45.
go back to reference Blanchard, E. B., Jones-Alexander, J., Buckley, T. C., & Forneris, C. A. (1996). Psychometric properties of the PTSD checklist (PCL). Behaviour Research and Therapy, 34(8), 669–673.PubMedCrossRef Blanchard, E. B., Jones-Alexander, J., Buckley, T. C., & Forneris, C. A. (1996). Psychometric properties of the PTSD checklist (PCL). Behaviour Research and Therapy, 34(8), 669–673.PubMedCrossRef
46.
go back to reference American Psychiatric Association. (1994). Diagnostic and statistical manual of mental disorders (4th ed.). American Psychiatric Association. American Psychiatric Association. (1994). Diagnostic and statistical manual of mental disorders (4th ed.). American Psychiatric Association.
47.
go back to reference Cicerone, K., & Kalmar, K. (1995). Persistent postconcussion syndrome: The structure of subjective complaints after mild traumatic brain injury. The Journal of Head Trauma Rehabilitation, 10, 1–7.CrossRef Cicerone, K., & Kalmar, K. (1995). Persistent postconcussion syndrome: The structure of subjective complaints after mild traumatic brain injury. The Journal of Head Trauma Rehabilitation, 10, 1–7.CrossRef
48.
go back to reference Vanderploeg, R. D., Cooper, D. B., Belanger, H. G., Donnell, A. J., Kennedy, J. E., Hopewell, C. A., & Scott, S. G. (2014). Screening for postdeployment conditions: Development and cross-validation of an embedded validity scale in the neurobehavioral symptom inventory. Journal of Head Trauma Rehabiliation, 29(1), 1–10.CrossRef Vanderploeg, R. D., Cooper, D. B., Belanger, H. G., Donnell, A. J., Kennedy, J. E., Hopewell, C. A., & Scott, S. G. (2014). Screening for postdeployment conditions: Development and cross-validation of an embedded validity scale in the neurobehavioral symptom inventory. Journal of Head Trauma Rehabiliation, 29(1), 1–10.CrossRef
49.
go back to reference Armistead-Jehle, P., Cooper, D. B., Grills, C. E., Cole, W. R., Lippa, S. M., Stegman, R. L., & Lange, R. T. (2018). Clinical utility of the mBIAS and NSI validity-10 to detect symptom over-reporting following mild TBI: A multicenter investigation with military service members. Journal of Clinical and Experimental Neuropsychology, 40(3), 213–223.PubMedCrossRef Armistead-Jehle, P., Cooper, D. B., Grills, C. E., Cole, W. R., Lippa, S. M., Stegman, R. L., & Lange, R. T. (2018). Clinical utility of the mBIAS and NSI validity-10 to detect symptom over-reporting following mild TBI: A multicenter investigation with military service members. Journal of Clinical and Experimental Neuropsychology, 40(3), 213–223.PubMedCrossRef
50.
go back to reference Dretsch, M. N., Williams, K., Staver, T., Grammer, G., Bleiberg, J., DeGraba, T., & Lange, R. T. (2017). Evaluating the clinical utility of the Validity-10 for detecting amplified symptom reporting for patients with mild traumatic brain injury and comorbid psychological health conditions. Applied Neuropsychology: Adult, 24(4), 376–380.CrossRef Dretsch, M. N., Williams, K., Staver, T., Grammer, G., Bleiberg, J., DeGraba, T., & Lange, R. T. (2017). Evaluating the clinical utility of the Validity-10 for detecting amplified symptom reporting for patients with mild traumatic brain injury and comorbid psychological health conditions. Applied Neuropsychology: Adult, 24(4), 376–380.CrossRef
51.
go back to reference Sullivan, K. A., Lange, R. T., & Edmed, S. L. (2016). Utility of the Neurobehavioral Symptom Inventory Validity-10 index to detect symptom exaggeration: An analogue simulation study. Applied Neuropsychology: Adult, 23(5), 353–362.CrossRef Sullivan, K. A., Lange, R. T., & Edmed, S. L. (2016). Utility of the Neurobehavioral Symptom Inventory Validity-10 index to detect symptom exaggeration: An analogue simulation study. Applied Neuropsychology: Adult, 23(5), 353–362.CrossRef
52.
go back to reference Lippa, S. M., Lange, R. T., Bailie, J. M., Kennedy, J. E., Brickell, T. A., & French, L. M. (2016). Utility of the Validity-10 scale across the recovery trajectory following traumatic brain injury. Journal of Rehabilitation Research and Development, 53(3), 379–390.PubMedCrossRef Lippa, S. M., Lange, R. T., Bailie, J. M., Kennedy, J. E., Brickell, T. A., & French, L. M. (2016). Utility of the Validity-10 scale across the recovery trajectory following traumatic brain injury. Journal of Rehabilitation Research and Development, 53(3), 379–390.PubMedCrossRef
53.
go back to reference Lange, R. T., Brickell, T. A., Lippa, S. M., & French, L. M. (2015). Clinical utility of the Neurobehavioral Symptom Inventory validity scales to screen for symptom exaggeration following traumatic brain injury. Journal of Clinical and Experimental Neuropsychology, 37(8), 853–862.PubMedCrossRef Lange, R. T., Brickell, T. A., Lippa, S. M., & French, L. M. (2015). Clinical utility of the Neurobehavioral Symptom Inventory validity scales to screen for symptom exaggeration following traumatic brain injury. Journal of Clinical and Experimental Neuropsychology, 37(8), 853–862.PubMedCrossRef
54.
go back to reference Lange, R. T., Brickell, T. A., & French, L. M. (2015). Examination of the Mild Brain Injury Atypical Symptom Scale and the Validity-10 Scale to detect symptom exaggeration in U.S. military service members. Journal of Clinical and Experimental Neuropsychology, 37(3), 325–337.PubMedCrossRef Lange, R. T., Brickell, T. A., & French, L. M. (2015). Examination of the Mild Brain Injury Atypical Symptom Scale and the Validity-10 Scale to detect symptom exaggeration in U.S. military service members. Journal of Clinical and Experimental Neuropsychology, 37(3), 325–337.PubMedCrossRef
55.
go back to reference Tulsky, D. S., Kisala, P. A., Victorson, D., Carlozzi, N., Bushnik, T., Sherer, M., Choi, S. W., Heinemann, A. W., Chiaravalloti, N., Sander, A. M., Englander, J., Hanks, R., Kolakowsky-Hayner, S., Roth, E., Gershon, R., Rosenthal, M., & Cella, D. (2016). TBI-QOL: Development and calibration of item banks to measure patient reported outcomes following traumatic brain injury. Journal of Head Trauma Rehabiliation, 31(1), 40–51.CrossRef Tulsky, D. S., Kisala, P. A., Victorson, D., Carlozzi, N., Bushnik, T., Sherer, M., Choi, S. W., Heinemann, A. W., Chiaravalloti, N., Sander, A. M., Englander, J., Hanks, R., Kolakowsky-Hayner, S., Roth, E., Gershon, R., Rosenthal, M., & Cella, D. (2016). TBI-QOL: Development and calibration of item banks to measure patient reported outcomes following traumatic brain injury. Journal of Head Trauma Rehabiliation, 31(1), 40–51.CrossRef
56.
go back to reference Bailie, J., Lippa, S. M., Hungerford, L., French, L. M., Brickell, T. A., & Lange, R. T. (under review). High levels of blast exposure during military career negatively impacts recovery from traumatic brain injury. Bailie, J., Lippa, S. M., Hungerford, L., French, L. M., Brickell, T. A., & Lange, R. T. (under review). High levels of blast exposure during military career negatively impacts recovery from traumatic brain injury.
57.
go back to reference Chen, H., Cohen, P., & Chen, S. (2010). How big is a big odds ratio? Interpreting the magnitudes of odds ratios in epidemiological studies. Communication in Statistics - Simulation and Computation, 39, 860–864.CrossRef Chen, H., Cohen, P., & Chen, S. (2010). How big is a big odds ratio? Interpreting the magnitudes of odds ratios in epidemiological studies. Communication in Statistics - Simulation and Computation, 39, 860–864.CrossRef
58.
go back to reference Mysliwiec, V., Gill, J., Lee, H., Baxter, T., Pierce, R., Barr, T. L., Krakow, B., & Roth, B. J. (2013). Sleep disorders in U.S. military personnel: A high rate of comorbid insomnia and obstructive sleep apnea. Chest, 144(2), 549–557.PubMedPubMedCentralCrossRef Mysliwiec, V., Gill, J., Lee, H., Baxter, T., Pierce, R., Barr, T. L., Krakow, B., & Roth, B. J. (2013). Sleep disorders in U.S. military personnel: A high rate of comorbid insomnia and obstructive sleep apnea. Chest, 144(2), 549–557.PubMedPubMedCentralCrossRef
59.
go back to reference Iverson, G. L., & Lange, R. T. (2011). Moderate to severe traumatic brain injury. In Schoenberg, M. R., & Scott, J. G. (Eds.), The little black book of neuropsychology: A syndrome-based approach (pp. 663–696). Springer. Iverson, G. L., & Lange, R. T. (2011). Moderate to severe traumatic brain injury. In Schoenberg, M. R., & Scott, J. G. (Eds.), The little black book of neuropsychology: A syndrome-based approach (pp. 663–696). Springer.
60.
go back to reference Lange, R. T., Lippa, S. M., French, L. M., & Brickell, T. A. (2019). Poor sleep as a risk factor for poor outcome following mild, moderate, and severe traumatic brain injury. In Department of defense and veteran affairs congressional report stakeholder and research working meeting. Tampa, FL. Lange, R. T., Lippa, S. M., French, L. M., & Brickell, T. A. (2019). Poor sleep as a risk factor for poor outcome following mild, moderate, and severe traumatic brain injury. In Department of defense and veteran affairs congressional report stakeholder and research working meeting. Tampa, FL.
61.
go back to reference Rowland, J. A., Martindale, S. L., Spengler, K. M., Shura, R. D., & Taber, K. H. (2020). Sequelae of blast events in Iraq and Afghanistan war veterans using the Salisbury Blast Interview: A CENC Study. Brain Injury, 34(5), 642–652.PubMedPubMedCentralCrossRef Rowland, J. A., Martindale, S. L., Spengler, K. M., Shura, R. D., & Taber, K. H. (2020). Sequelae of blast events in Iraq and Afghanistan war veterans using the Salisbury Blast Interview: A CENC Study. Brain Injury, 34(5), 642–652.PubMedPubMedCentralCrossRef
62.
go back to reference Modica, L. C. M., Egnoto, M. J., Statz, J. K., Carr, W., & Ahlers, S. T. (2021). Development of a blast exposure estimator from a department of defense-wide survey study on military service members. Journal of Neurotrauma, 38(12), 1654–1661.PubMedCrossRef Modica, L. C. M., Egnoto, M. J., Statz, J. K., Carr, W., & Ahlers, S. T. (2021). Development of a blast exposure estimator from a department of defense-wide survey study on military service members. Journal of Neurotrauma, 38(12), 1654–1661.PubMedCrossRef
Metagegevens
Titel
Clinical utility of PTSD, resilience, sleep, and blast as risk factors to predict poor neurobehavioral functioning following traumatic brain injury: A longitudinal study in U.S. military service members
Auteurs
Rael T. Lange
Louis M. French
Jason M. Bailie
Victoria C. Merritt
Cassandra L. Pattinson
Lars D. Hungerford
Sara. M. Lippa
Tracey A. Brickell
Publicatiedatum
25-01-2022
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 8/2022
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-022-03092-4

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