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Satisfaction with Life after Mild Traumatic Brain Injury: A TRACK-TBI Study
- Agtarap, Stephanie D;
- Campbell-Sills, Laura;
- Jain, Sonia;
- Sun, Xiaoying;
- Dikmen, Sureyya;
- Levin, Harvey;
- McCrea, Michael A;
- Mukherjee, Pratik;
- Nelson, Lindsay D;
- Temkin, Nancy;
- Yuh, Esther L;
- Giacino, Joseph T;
- Manley, Geoffrey T;
- Stein, Murray B;
- Adeoye, Opeolu;
- Boase, Kim;
- Bullock, M Ross;
- Corrigan, John D;
- Diaz-Arrastia, Ramon;
- Ellenbogen, Richard;
- Ferguson, Adam R;
- Gardner, Raquel;
- Goldman, Dana;
- Gopinath, Shankar;
- Hemphill, J Claude;
- Korley, Frederick K;
- Kreitzer, Natalie;
- Machamer, Joan;
- Martin, Alastair;
- McAllister, Thomas;
- Merchant, Randall;
- Ngwenya, Laura B;
- Noel, Florence;
- Okonkwo, David;
- Palacios, Eva;
- Perl, Daniel;
- Puccio, Ava;
- Rabinowitz, Miri;
- Robertson, Claudia;
- Rosand, Jonathan;
- Sander, Angelle;
- Satris, Gabriella;
- Schnyer, David;
- Taylor, Sabrina;
- Toga, Arthur;
- Valadka, Alex;
- Vassar, Mary;
- Vespa, Paul;
- Wang, Kevin;
- Yue, John K;
- Zafonte, Ross
- et al.
Published Web Location
https://doi.org/10.1089/neu.2020.7055Abstract
Identifying the principal determinants of life satisfaction following mild TBI (mTBI) may inform efforts to improve subjective well-being in this population. We examined life satisfaction among participants in the Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI) study who presented with mTBI (Glasgow Coma Scale [GCS] score = 13-15; n = 1152). An L1-regularization path algorithm was used to select optimal sets of baseline and concurrent symptom measures for prediction of scores on the Satisfaction with Life Scale (SWLS) at 2 weeks and 3, 6, and 12 months post-injury. Multi-variable linear regression models (all n = 744-894) were then fit to evaluate associations between the empirically selected predictors and SWLS scores at each follow-up visit. Results indicated that emotional post-TBI symptoms (all b = -1.27 to -0.77, all p < 0.05), anhedonia (all b = -1.59 to -1.08, all p < 0.01), and pain interference (all b = -1.38 to -0.89, all p < 0.001) contributed to the prediction of lower SWLS scores at all follow-ups. Insomnia predicted lower SWLS scores at 2 weeks, 3 months, and 6 months (all b = -1.11 to -0.83, all ps < 0.01); and negative affect predicted lower SWLS scores at 2 weeks, 3 months, and 12 months (all b = -1.38 to -0.80, all p < 0.005). Other post-TBI symptom domains and baseline socio-demographic, injury-related, and clinical characteristics did not emerge as robust predictors of SWLS scores during the year after mTBI. Efforts to improve satisfaction with life following mTBI may benefit from a focus on the detection and treatment of affective symptoms, pain, and insomnia. The results reinforce the need for tailoring of evidence-based treatments for these conditions to maximize efficacy in patients with mTBI.
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