The Association of Post-Concussion and Post-Traumatic Stress Disorder Symptoms with Health-Related Quality of Life, Health Care Use and Return-to-Work after Mild Traumatic Brain Injury
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Measures
2.2.1. Sociodemographic Data
2.2.2. Medical History
2.2.3. Injury Characteristics
2.2.4. Functional Outcome at Six Months Post-TBI
2.2.5. Post-Concussion Symptoms at Six Months Post-TBI
2.2.6. Post-Traumatic Stress Symptoms at Six Months Post-TBI
2.2.7. Health Care Utilization
2.2.8. Return to Work at Six Months Post-TBI
2.2.9. Health Related Quality of Life at Six Months Post-TBI
2.3. Ethical Approval
2.4. Statistical Analysis
3. Results
3.1. Patient Characterstics
3.2. Prevalence of Post-Concussion and Post-Traumatic Stress Disorder Symptoms
3.3. Differences in HRQoL, Health Care Utilization, and Return to Work among the Severe PC and PTSD Groups
4. Discussion
4.1. Strengths and Limitations
4.2. Outlook
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Appendix B
SF-12 PCS | SF-12 MCS | QOLIBRI-OS Total Score | ||||
---|---|---|---|---|---|---|
B (95%CI) | p-Value | B (95%CI) | p-Value | B (95%CI) | p-Value | |
Unadjusted | ||||||
No/mild symptoms (ref PC symptoms) | 8.77 (7.49; 10.05) | <0.001 | 10.77 (9.59; 11.96) | <0.001 | 22.28 (20.01; 24.54) | <0.001 |
Severe PC and PTSD symptoms (ref PC symptoms) | −0.94 (−3.03; 1.14) | 0.374 | −9.64 (−11.56; −7.71) | <0.001 | −11.13 (−14.83; −7.42) | <0.001 |
PTSD symptoms (ref PC symptoms) | 7.12 (3.38; 10.86) | <0.001 | −4.37 (−7.83; −0.91) | 0.013 | −2.33 (−8.90; 4.24) | 0.487 |
Adjusted 1 | ||||||
No/mild symptoms (ref PC symptoms) | 7.24 (6.04; 8.43) | 0.005 | 10.03 (8.83; 11.23) | <0.001 | 20.58 (18.31; 22.84) | <0.001 |
Severe PC and PTSD symptoms (ref PC symptoms) | −2.73 (−4.64; −0.83) | 0.001 | −9.37 (−11.28; −7.46) | <0.001 | −11.87 (−15.49; −8.24) | <0.001 |
PTSD symptoms (ref PC symptoms) | 5.99 (2.57; 9.41) | <0.001 | −3.66 (−7.10; −0.22) | 0.037 | −1.60 (−8.02; −4.82) | 0.625 |
Hospital Ward Admission | ICU Admission | Inpatient Rehabilitation | Ongoing Outpatient Rehabilitation | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
OR | CI (95%) | p-Value | OR | CI (95%) | p-Value | OR | CI (95%) | p-Value | OR | CI (95%) | p-Value | |
Unadjusted | ||||||||||||
No/mild symptoms (ref PC symptoms) | 0.70 | 0.52–0.94 | 0.019 | 0.44 | 0.33–0.58 | <0.001 | 0.58 | 0.41–0.84 | 0.003 | 0.31 | 0.21–0.45 | <0.001 |
Severe PC and PTSD symptoms (ref PC symptoms) | 0.71 | 0.45–1.12 | 0.141 | 0.52 | 0.32–0.84 | 0.007 | 0.76 | −0.42–1.37 | 0.358 | 1.07 | 0.63–1.84 | 0.799 |
PTSD symptoms (ref PC symptoms) | 1.29 | 0.51–3.30 | 0.595 | 0.62 | 0.27–1.46 | 0.275 | 0.99 | 0.36–2.72 | 0.985 | 0.33 | 0.08–1.42 | 0.136 |
Adjusted 1 | ||||||||||||
No/mild symptoms (ref PC symptoms) | 1.00 | 0.70–1.41 | 0.986 | 0.54 | 0.36–0.81 | 0.003 | 0.95 | 0.62–1.45 | 0.818 | 0.39 | 0.26–0.60 | <0.001 |
Severe PC and PTSD symptoms (ref PC symptoms) | 0.95 | 0.55–1.63 | 0.843 | 0.42 | 0.20–0.84 | 0.015 | 1.25 | 0.62–2.52 | 0.538 | 1.39 | 0.77–2.49 | 0.272 |
PTSD symptoms (ref PC symptoms) | 2.04 | 0.71–5.80 | 0.184 | 0.60 | 0.17–2.12 | 0.428 | 1.97 | 0.61–6.41 | 0.259 | 0.37 | 0.07–1.88 | 0.231 |
No/Mild Symptoms | Severe PC Symptoms, No PTSD | PTSD, No Severe PC Symptoms | Severe PC and PTSD Symptoms | |||||
---|---|---|---|---|---|---|---|---|
Rehabilitation at 6 Months | No Rehab Care | Ongoing | No Rehab Care | Ongoing | No Rehab Care | Ongoing | No Rehab Care | Ongoing |
SF-12 PCS | 49.3 (9.1) | 43.3 (10.6) | 40.6 (11.4) | 37.8 (9.8) | 47.9 (10.5) | 39.2 (11.4) | 39.9 (10.5) | 36.0 (11.4) |
SF-12 MCS | 52.2 (8.7) | 50.1 (8.5) | 41.6 (10.4) | 40.4 (8.9) | 36.5 (8.6) | 42.8 (14.7) | 31.3 (9.6) | 32.7 (9.9) |
QoLIBRI-OS | 77.4 (16.6) | 71.8 (15.1) | 55.4 (18.9) | 50.9 (17.0) | 52.7 (21.4) | 50.0 (29.7) | 41.3 (20.5) | 45.0 (24.9) |
No/Mild Symptoms | Severe PC Symptoms, No PTSD | PTSD, No Severe PC Symptoms | Severe PC and PTSD Symptoms | |||||
---|---|---|---|---|---|---|---|---|
N | 540 (47.8%) | 138 (48.6%) | 16 (55.2%) | 66 (53.2%) | ||||
Ongoing rehabilitation at 6 months | No | Yes | No | Yes | No | Yes | No | Yes |
ISS, mean (SD) | 12.2 | 20.3 | 15.0 | 27.1 | 13.2 | 35.0 | 13.5 | 18.2 |
(9.6) | (12.0) | (11.5) | (17.1) | (10.8) | (33.9) | (12.4) | (13.5) |
Unadjusted | Adjusted 1 | |||||
---|---|---|---|---|---|---|
OR | CI (95%) | p-Value | OR | CI (95%) | p-Value | |
No/mild symptoms (ref PC symptoms) | 0.17 | 0.11–0.26 | <0.001 | 0.21 | 0.14–0.34 | <0.001 |
Severe PC and PTSD symptoms (ref PC symptoms) | 0.51 | 0.18–1.50 | 0.223 | 0.49 | 0.15–1.63 | 0.246 |
PTSD symptoms (ref PC symptoms) | 0.60 | 0.32–1.10 | 0.099 | 0.82 | 0.42–1.63 | 0.575 |
No/Mild Symptoms | Severe PC Symptoms, no PTSD | PTSD, No Severe PC Symptoms | Severe PC and PTSD Symptoms | |||||
---|---|---|---|---|---|---|---|---|
540 (47.8%) | 138 (48.6%) | 16 (55.2%) | >66 (53.2%) | |||||
Return to work | Full RTW | No RTW | Full RTW | No RTW | Full RTW | No RTW | Full RTW | No RTW |
SF-12 PCS | 52.8 (6.3) | 43.1 (11.0) | 48.2 (7.9) | 38.6 (9.2) | 54.6 (4.3) | 38.9 (8.4) | 43.3 (10.8) | 36.3 (11.4) |
SF-12 MCS | 52.7 (7.7) | 51.0 (10.0) | 41.0 (10.4) | 41.7 (9.5) | 37.2 (36.6) | 34.9 (7.2) | 31.9 (9.7) | 32.3 (9.1) |
QoLIBRI-OS | 82.1 (14.3) | 70.5 (16.4) | 63.4 (17.5) | 50.7 (18.2) | 58.3 (20.3) | 46.5 (20.8) | 46.9 (16.4) | 45.5 (25.0) |
No Severe PC/PTSD Symptoms | Severe PC Symptoms, No PTSD | PTSD, No Severe PC Symptoms | Severe PC and PTSD Symptoms | |||||
---|---|---|---|---|---|---|---|---|
N | 540 (47.8%) | 138 (48.6%) | 16 (55.2%) | 66 (53.2%) | ||||
Return to work | Full RTW | No RTW | Full RTW | No RTW | Full RTW | No RTW | Full RTW | No RTW |
ISS, mean (SD) | 11.3 | 22.1 | 13.8 | 23.7 | 19.5 | 14.5 | 11.3 | 15.7 |
(8.8) | (15.0) | (9.4) | (17.0) | (19.0) | (8.7) | (10.0) | (13.6) |
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Variable | Total Population | No/Mild Symptoms 1 | Severe PC Symptoms, no PTSD 2 | Severe PC and PTSD Symptoms 3 | PTSD, no Severe PC Symptoms 4 | p-Value |
---|---|---|---|---|---|---|
N | 1566 | 1129 | 284 | 124 | 29 | |
Age, median (IQR) | 53.0 (35.0–66.0) | 53.0 (34.0–67.0) | 56.0 (41.5–66.8) | 49.0 (32.0–59.8) | 47.0 (30.5–59.5) | 0.001 |
Sex, male | 993 (63.4%) | 752 (66.6%) | 145 (51.1%) | 77 (62.1%) | 19 (65.5%) | <0.001 |
Highest level of education | 0.017 | |||||
Primary | 202 (12.9%) | 138 (12.2%) | 39 (13.7%) | 15 (12.1%) | 10 (34.5%) | |
Secondary | 452 (28.9%) | 324 (28.7%) | 81 (28.5%) | 41 (33.1%) | 6 (20.7%) | |
Post-high school training | 291 (18.6%) | 199 (17.6%) | 60 (21.1%) | 28 (22.6%) | 4 (13.8%) | |
College/University | 473 (30.2%) | 363 (32.2%) | 73 (25.7%) | 30 (24.2%) | 7 (24.1%) | |
NA | 148 (9.5%) | 105 (9.3%) | 31 (10.9%) | 10 (8.1%) | 2 (6.9%) | |
Baseline employment | <0.001 | |||||
Full-time employed | 626 (40.0%) | 460 (40.7%) | 108 (38.0%) | 51 (41.1%) | 7 (24.1%) | |
Part-time employed | 195 (12.5%) | 124 (11.0%) | 42 (14.8%) | 20 (16.1%) | 9 (31.0%) | |
Unemployed | 91 (5.8%) | 51 (4.5%) | 21 (7.4%) | 16 (12.9%) | 3 (10.3%) | |
Student | 139 (8.9%) | 108 (9.6%) | 19 (6.7%) | 9 (7.3%) | 3 (10.3%) | |
Homemaker | 22 (1.4%) | 8 (0.7%) | 10 (3.5%) | 2 (1.6%) | 2 (6.9%) | |
Retired | 406 (25.9%) | 315 (27.9%) | 70 (24.6%) | 17 (13.7%) | 4 (13.8%) | |
NA | 87 (5.6%) | 63 (5.6%) | 14 (4.9%) | 9 (7.3%) | 1 (3.4%) | |
Care pathway | <0.001 | |||||
ER | 555 (28.4%) | 346 (30.6%) | 58 (20.4%) | 33 (26.6%) | 7 (24.1%) | |
Hospital ward | 752 (48.0%) | 556 (49.2%) | 121 (42.6%) | 61 (49.2%) | 14 (48.3%) | |
ICU | 370 (23.6%) | 227 (20.1%) | 105 (37.0%) | 30 (24.2%) | 8 (27.6%) | |
Pre-injury psychiatric condition | <0.001 | |||||
Yes | 190 (12.1%) | 100 (8.9%) | 49 (17.3%) | 32 (25.8%) | 9 (31.0%) | |
No | 1369 (87.4%) | 1025 (90.8%) | 233 (82.0%) | 91 (73.4%) | 20 (69.0%) | |
NA | 7 (0.4%) | 4 (0.4%) | 2 (0.7%) | 1 (0.8%) | 0 (0.0%) | |
ISS, median (IQR) | 10.0 (5.0–18.0) | 9.0 (5.0–17.0) | 13.0 (9.0–25.0) | 9.0 (4.0–18.0) | 11.0 (7.0–17.5) | <0.001 |
6-month outcomes | ||||||
Full recovery (GOSE = 8) | 745 (47.6%) | 679 (60.1%) | 38 (13.4%) | 20 (16.1%) | 8 (27.6%) | <0.001 |
RPQ total score, median (IQR) | 6.0 (0.0–16.0) | 2.0 (0.0–7.0) | 25.0 (19.0–29.8) | 34.0 (24.0–42.0) | 8.0 (2.5–13.0) | <0.001 |
PCL-5 total score, median (IQR) | 7.0 (2.0–16.0) | 4.0 (1.0–9.0) | 16.3 (10.0–23.0) | 45.5 (37.0–53.0) | 42.5 (35.0–47.5) | <0.001 |
HRQoL Measure | No/Mild Symptoms 1 | Severe PC Symptoms, No PTSD 2 | Severe PC and PTSD Symptoms 3 | PTSD, No Severe PC Symptoms 4 |
---|---|---|---|---|
Participants | n = 1129 | n = 284 | n = 124 | n = 29 |
SF-12 PCS | 48.9 * (9.3) | 40.2 (11.1) | 39.2 * (10.7) | 47.3 * (10.6) |
SF-12 MCS | 52.0 * (8.7) | 41.3 (10.2) | 31.6 * (9.6) | 36.9 * (8.9) |
QoLIBRI-OS | 77.1 * (16.6) | 54.5 (18.6) | 42.3 * (21.5) | 52.6 (21.3) |
Health Care Utilization | No/Mild Symptoms 1 | Severe PC Symptoms, No PTSD 2 | Severe PC and PTSD Symptoms 3 | PTSD, No Severe PC Symptoms 4 |
---|---|---|---|---|
Participants | n = 1129 | n = 284 | n = 124 | n = 29 |
In-hospital | ||||
Admission at hospital ward | 67.6% | 74.8% | 67.7% | 79.3% |
Hospital length of stay in days 5 | 5.7 (10.6) | 6.8 (9.1) | 8.6 (11.5) | 7.3 (8.6) |
Admission at ICU | 21.0% * | 37.9% | 24.2% * | 27.6% |
ICU length of stay in days 5 | 5.0 (7.4) | 4.9 (7.6) | 8.7 (10.9) | 5.6 (6.4) |
Inpatient rehabilitation | 10.9% | 17.4% | 13.7% | 17.2% |
Outpatient rehabilitation | 15.7% * | 31.2% | 30.9% | 24.1% |
Ongoing after six months 6 | 6.5% | 18.4% | 19.5% | 6.9% |
Return to Work | Total Population | No/Mild Symptoms 1 | Severe PC Symptoms, No PTSD 2 | Severe PC and PTSD Symptoms 3 | PTSD, No Severe PC Symptoms 4 |
---|---|---|---|---|---|
Participants | n = 1566 | n = 1129 | n = 284 | n = 124 | n = 29 |
Pre-TBI employed participants 5 | n = 760 (48.5%) | n = 540 (47.8%) | n = 138 (48.6%) | n = 66 (53.2%) | n = 16 (55.2%) |
Return to work at full level | 74.3% | 83.2% * | 46.1% | 59.0% | 62.5% |
Return to work at reduced level/hours | 9.5% | 8.0% | 17.2% | 8.2% | 0.0% |
No return to work | 16.2% | 8.8% | 36.7% | 32.8% | 37.5% |
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van der Vlegel, M.; Polinder, S.; Mikolic, A.; Kaplan, R.; von Steinbuechel, N.; Plass, A.M.; Zeldovich, M.; van Praag, D.; Bockhop, F.; Cunitz, K.; et al. The Association of Post-Concussion and Post-Traumatic Stress Disorder Symptoms with Health-Related Quality of Life, Health Care Use and Return-to-Work after Mild Traumatic Brain Injury. J. Clin. Med. 2021, 10, 2473. https://doi.org/10.3390/jcm10112473
van der Vlegel M, Polinder S, Mikolic A, Kaplan R, von Steinbuechel N, Plass AM, Zeldovich M, van Praag D, Bockhop F, Cunitz K, et al. The Association of Post-Concussion and Post-Traumatic Stress Disorder Symptoms with Health-Related Quality of Life, Health Care Use and Return-to-Work after Mild Traumatic Brain Injury. Journal of Clinical Medicine. 2021; 10(11):2473. https://doi.org/10.3390/jcm10112473
Chicago/Turabian Stylevan der Vlegel, Marjolein, Suzanne Polinder, Ana Mikolic, Rana Kaplan, Nicole von Steinbuechel, Anne Marie Plass, Marina Zeldovich, Dominique van Praag, Fabian Bockhop, Katrin Cunitz, and et al. 2021. "The Association of Post-Concussion and Post-Traumatic Stress Disorder Symptoms with Health-Related Quality of Life, Health Care Use and Return-to-Work after Mild Traumatic Brain Injury" Journal of Clinical Medicine 10, no. 11: 2473. https://doi.org/10.3390/jcm10112473
APA Stylevan der Vlegel, M., Polinder, S., Mikolic, A., Kaplan, R., von Steinbuechel, N., Plass, A. M., Zeldovich, M., van Praag, D., Bockhop, F., Cunitz, K., Mueller, I., Haagsma, J. A., & The CENTER-TBI Participants and Investigators. (2021). The Association of Post-Concussion and Post-Traumatic Stress Disorder Symptoms with Health-Related Quality of Life, Health Care Use and Return-to-Work after Mild Traumatic Brain Injury. Journal of Clinical Medicine, 10(11), 2473. https://doi.org/10.3390/jcm10112473