Introduction
One of the main causes of disability worldwide is acquired brain injury (ABI), which may result from cerebrovascular accidents, infections, toxins, tumors, or trauma to the brain [
1‐
5]. Most people with ABI want to live a normal everyday life after the injury, such as returning to work, earning their subsistence and participating in society [
6]. However, for many individuals with ABI it is a challenge to return to work. In Sweden, approximately 26,500 people are affected by stroke annually [
7], a further 14,000 are treated in hospital for traumatic brain injury, but there are also hidden statistics to consider [
8]. Each year, approximately 1300 people with different tumors in the brain are also diagnosed [
9] and finally there are other kind of ABI caused by diseases. For people with ABI, vocational rehabilitation is often a long process [
10] and, in Sweden, only 35–41% of them have returned to work after 2–3 years [
4,
5]. This is in line with international findings showing that about 40% of individuals with an ABI return to work within 2 years [
11]. Thus, the probability of returning to work after an ABI is generally low, which influences both the individual and the society. Several factors have been identified as associated with return to work among people with ABI. In the present study, we have categorized the factors into four areas: person-related factors, injury-related factors, activity-related factors and rehabilitation-related factors.
Regarding the person-related factors age [
3,
12,
13] and gender [
3,
12,
14‐
16], older people [
3,
12,
13] and women [
3,
12,
14‐
16] have a higher risk of not returning to work after ABI. Education is another important area, in that having a low education level [
17‐
19] increases the risk of not returning to work. For instance, it has been shown that patients without a university degree are 2.3 times less likely to return to work than university graduates [
20]. Others have shown that younger patients with stroke who had a university degree were 13% more likely to return to work than those without a university degree [
19]. In addition, the individual’s social network is important, for instance being married was found in one study to be a positive predictor for returning to work [
21], although others have not found any association between marital status and returning to work [
3]. Patients who are less motivated [
22,
23], who do not emotionally accept their disability [
24], who are inflexible and unrealistic in their vocational goals, or who have a more avoidant coping style [
14] are less likely to return to work. Moreover, how patients talk about and understand (or do not understand) their rehabilitation and return-to-work process can influence their opportunities to return to work [
25].
In regard to injury-related factors, particularly those related to the degree of injury, such as multiple bodily injuries [
16], low physical ability [
3,
5,
12,
14,
15,
26‐
30], and a prolonged stay in hospital [
13‐
15,
17,
24,
31] are significant predictors for taking a longer time to return to work. Moreover, being diagnosed with depression [
14,
15,
26], having low cognitive ability [
5,
23,
26], and the presence of fatigue [
32‐
34] are all associated with worse return-to-work outcomes.
Concerning activity-related factors, such as performing activities of daily living independently at admission to hospital for a first stroke, were associated with a three times higher chance of returning to work early than for individuals who were totally dependent on others for activities of daily living [
3]. One study on cardiac arrest [
35] showed that those who were discharged to their own homes had fewer neurological deficits, were more able to handle activities of daily living, had fewer cognitive difficulties, and could more easily return to work. Another relevant factor for an independent lifestyle after ABI was transportation, both for community integration and for vocational rehabilitation [
36].
About rehabilitation-related factors, research into individual rehabilitation planning, active participation in inpatient care, and how that affects return to work among patients with ABI is scarce. However, studies have shown that patients with neurological, cardiovascular, and respiratory impairments who were included in the planning of their rehabilitation goals were more compliant with the training regime than those who were not included in the planning [
37].
In summary, existing research shows that a variety of factors can affect the opportunities for patients with ABI to return to work. Most research has focused mainly on personal and injury-related factors and less on activity and rehabilitation factors. For instance, there is little research concerning how home support, rehabilitation planning, and possessing a driver’s license affect return to work for patients with ABI. Also, research into person-related factors affecting return to work, such as being born in another country, partnership status, and having children living at home is warranted. In addition, the legal and social framework of a particular country may have consequences for patients with ABI and their return to work. Thus, the aim of this study was to investigate person-related, injury-related, activity-related, and rehabilitation-related risk markers for not returning to work among patients with ABI.
Results
As shown in Fig.
1, the analyses are based on 2008 patients. Of these, 690 had returned to work and 1318 had not returned to work at follow-up 1 year after the injury. Baseline characteristics of the study sample are shown in Table
1.
Table 1
Baseline characteristics at admission of persons who returned to work (RTW; n = 690) or did not return to work (non-RTW; n = 1318) within 357 days after acquired brain injury
Person-related factors |
Age group (mean 51.02; SD 10.41) | 2008 (100) | 1318 (100) | 690 (100) |
18–29 | 129 (7) | 76 (6) | 53 (8) |
30–39 | 181 (9) | 112 (9) | 69 (10) |
40–49 | 458 (23) | 302 (23) | 156 (23) |
50–59 | 896 (45) | 604 (46) | 291 (42) |
60–66 | 345 (17) | 224 (17) | 121 (18) |
Gender | 2008 (100) | 1318 (100) | 690 (100) |
Man | 1278 (64) | 787 (60) | 491 (71) |
Woman | 730 (36) | 531 (40) | 199 (29) |
Country of birth | 1248 (100) | 785 (100) | 463 (100) |
Sweden | 1099 (88) | 667 (85) | 432 (93) |
Outside Sweden | 149 (12) | 118 (15) | 31 (7) |
Education | 1180 (100) | 743 (100) | 437 (100) |
Compulsory school (9 years of education) | 117 (10) | 79 (11) | 38 (8) |
Upper secondary school (< 12 years of education) | 653 (55) | 439 (59) | 214 (50) |
University (> 12 years of education) | 410 (35) | 225 (30) | 185 (42) |
Marital status | 1918 (100) | 1254 (100) | 664 (100) |
Single | 643 (34) | 424 (34) | 219 (33) |
Living with a partner | 1275 (66) | 830 (66) | 445 (67) |
Children | 1918 (100) | 1254 (100) | 664 (100) |
No children in household | 1310 (68) | 878 (70) | 432 (65) |
Children in household | 608 (32) | 376 (30) | 232 (35) |
Injury-related factors |
Diagnosis | 2008 (100) | 1319 (100) | 690 (100) |
Stroke | 1476 (73) | 986 (75) | 490 (71) |
TBI | 336 (17) | 206 (16) | 130 (19) |
Other kind of brain injury | 196 (10) | 126 (9) | 70 (10) |
Aphasia/dysphasia | 1312 (100) | 885 (100) | 427 (100) |
No | 981 (75) | 630 (71) | 351 (82) |
Yes | 331 (25) | 255 (29) | 76 (18) |
Hospital stay (mean 52.34 days; SD 42.87) | 2008 (100) | 1317 (100) | 690 (100) |
Short (0–24 days) | 537 (27) | 224 (17) | 313 (45) |
Moderate (25–68 days) | 943 (47) | 625 (47) | 318 (46) |
Long (68–357 days) | 528 (26) | 469 (36) | 59 (9) |
Functional outcome | 1400 (100) | 912 (100) | 488 (100) |
Good recovery (VII–VIII) | 308 (22) | 127 (14) | 181 (37) |
Moderate disability (V–VI) | 824 (59) | 543 (60) | 281 (58) |
Very severe and severe disability (I–IV) | 268 (19) | 242 (26) | 26 (5) |
Motor function | 1590 (100) | 1073 (100) | 518 (100) |
No help needed 6–7 | 1149 (72) | 684 (64) | 465 (90) |
Some help needed 3–5.99 | 348 (22) | 302 (28) | 46 (9) |
Total assistance 1–2.99 | 93 (6) | 86 (8) | 7 (1) |
Cognitive function | 1591 (100) | 1073 (100) | 518 (100) |
No help needed 6–7 | 986 (62) | 572 (53) | 414 (80) |
Some help needed 3–5.99 | 533 (33) | 438 (41) | 95 (18) |
Total assistance 1–2.99 | 72 (5) | 63 (6) | 9 (2) |
Mobility | 1464 (100) | 959 (100) | 505 (100) |
I have no problems walking about | 761 (52) | 404 (42) | 357 (70.5) |
I have some problems walking about | 663 (45) | 517 (54) | 146 (29) |
I am confined to bed | 40 (3) | 38 (4) | 2 (0.5) |
Pain/discomfort | 1464 (100) | 959 (100) | 505 (100) |
I have no pain or discomfort | 623 (42) | 358 (37) | 265 (52) |
I have moderate pain or discomfort | 771 (53) | 545 (57) | 226 (45) |
I have extreme pain or discomfort | 70 (5) | 56 (6) | 14 (3) |
Anxiety/depression | 1464 (100) | 959 (100) | 505 (100) |
I am not anxious or depressed | 809 (55) | 468 (49) | 341 (67) |
I am moderately anxious or depressed | 610 (42) | 455 (47) | 155 (31) |
I am extremely anxious or depressed | 45 (3) | 36 (4) | 9 (2) |
Activity-related factors |
Self-care | 1464 (100) | 959 (100) | 505 (100) |
I have no problems with self-care | 1092 (75) | 640 (67) | 452 (89) |
I have some problems washing or dressing myself | 327 (22) | 278 (29) | 49 (10) |
I am unable to wash or dress myself | 45 (3) | 41 (4) | 4 (1) |
Usual activities | 1464 (100) | 959 (100) | 505 (100) |
I have no problems with performing my usual activities | 459 (31) | 231 (24) | 228 (45) |
I have some problems with performing my usual activities | 709 (49) | 493 (51) | 216 (43) |
I am unable to perform my usual activities | 296 (20) | 235 (25) | 61 (12) |
Driver’s license | 1909 (100) | 1250 (100) | 659 (100) |
No | 1762 (93) | 1167 (93) | 595 (90) |
Yes | 147 (7) | 83 (7) | 64 (10) |
Home support | 259 (100) | 152 (100) | 107 (100) |
Accommodation without support | 244 (94) | 140 (92) | 104 (97) |
Accommodation with support | 15 (6) | 12 (8) | 3 (3) |
Rehabilitation-related factors |
The rehabilitation process | 1427 (100) | 932 (100) | 495 (100) |
Dissatisfied | 16 (1) | 16 (2) | 0 (0) |
Satisfied | 1411 (99) | 916 (98) | 495 (100) |
The individual’s cooperation with the staff | 897 (100) | 2 (100) | 895 (100) |
Dissatisfied | 556 (62) | 2 (100) | 554 (62) |
Satisfied | 341 (38) | 0 (0) | 341 (38) |
The individual’s influence over the rehabilitation process including his or her rehabilitation plan | 857 (100) | 533 (100) | 324 (100) |
Dissatisfied | 27 (3) | 24 (4) | 3 (1) |
Satisfied | 830 (97) | 509 (96) | 321 (99) |
The information given about the brain injury | 1411 (100) | 911 (100) | 499 (100) |
Dissatisfied | 85 (6) | 63 (7) | 22 (4) |
Satisfied | 1325 (94) | 848 (93) | 477 (96) |
The information on where to get support if needed after discharge from hospital | 1268 (100) | 821 (100) | 447 (100) |
Dissatisfied | 66 (5) | 49 (6) | 17 (4) |
Satisfied | 1202 (95) | 772 (94) | 430 (96) |
The attention given to the individual by the staff | 1446 (100) | 942 (100) | 505 (100) |
Dissatisfied | 11 (1) | 10 (1) | 1 (1) |
Satisfied | 1435 (99) | 931 (99) | 504 (99) |
Has a written rehabilitation plan been prepared? | 2008 (100) | 1318 (100) | 690 (100) |
No | 214 (11) | 116 (9) | 98 (14) |
Yes | 1794 (89) | 1202 (91) | 592 (86) |
Has a written rehabilitation plan been used? | 1799 (100) | 1205 (100) | 594 (100) |
No | 12 (0.5) | 5 (0.5) | 7 (1) |
Yes | 1787 (99.5) | 1200 (99.5) | 587 (99) |
The information and attention the family and relatives had received during the individual’s rehabilitation at the clinic | 828 (100) | 514 (100) | 314 (100) |
Dissatisfied | 19 (2) | 13 (2) | 6 (2) |
Satisfied | 809 (98) | 501 (98) | 308 (98) |
The risk ratios for not returning to work are given in Table
2. The results showed that, among the person-related factors, being a woman, being born outside Sweden, having a lower educational level, and not having children in the household increased the risk of not returning to work. Among the brain injury-related factors, a hospital stay of more than 25 days increased the risk of not returning to work. In addition, those with aphasia had a larger risk of not returning to work than those without aphasia. Concerning motor and cognitive functions measured by the FIM, those classified as needing
total assistance or
some help needed had a higher risk of not returning to work than those who did not need help. Both those with moderate disability and those with poor recovery according to the GOSE measure had a greater risk of not returning to work than those with good recovery. In addition, those who were confined to bed or had problems with mobility were less likely to return to work. Furthermore, patients who had pain/discomfort or anxiety/depression had a higher risk of not returning to work compared to those with no pain/discomfort or anxiety/depression problems. There was no significant difference in the risk of not returning to work in relation to the type of brain injury diagnosis.
Table 2
Relative risk (RR) of not returning to work after acquired brain injury
Person-related factors |
Age group |
18–29 | Ref | Ref | |
30–39 | 1.05 | 0.87–1.28 | 0.638 |
40–49 | 1.07 | 0.98–1.18 | 0.146 |
50–59 | 1.05 | 1.00–1.11 | 0.058 |
60–66 | 1.07 | 0.95–1.21 | 0.240 |
Gender |
Man | Ref | Ref | |
Woman | 1.40 | 1.22–1.60 | < 0.001 |
Country of birth |
Sweden | Ref | Ref | |
Outside Sweden | 2.25 | 1.54–3.28 | < 0.001 |
Education |
Compulsory school (9 years) | Ref | Ref | |
Upper secondary school (≤ 12 years) | 1.00 | 0.94–1.06 | 1.000 |
University (> 12 years) | 0.89 | 0.82–0.98 | 0.015 |
Marital status |
Single | Ref | Ref | |
Partnership | 0.99 | 0.93–1.06 | 0.722 |
Children |
No children in household | Ref | Ref | |
Children in household | 0.86 | 0.75–0.98 | 0.030 |
Injury-related factors |
Diagnosis |
Stroke | Ref | Ref | |
TBI | 0.82 | 0.68–1.00 | 0.056 |
Other kind of brain injury | 0.91 | 0.69–1.19 | 0.519 |
Aphasia/dysphasia |
No | Ref | Ref | |
Yes | 1.62 | 1.29–2.04 | < 0.001 |
Hospital stay |
Short (0–24.99 days) | Ref | Ref | |
Moderate (25–68.99 days) | 1.46 | 1.34–1.59 | < 0.001 |
Long (69–357 days) | 4.27 | 3.36–5.42 | < 0.001 |
Functional outcome |
Good recovery VII–VIII | Ref | Ref | |
Moderate disability V–VI | 1.33 | 1.23–1.45 | < 0.001 |
Very severe and severe disability I–IV | 5.22 | 3.62–7.54 | < 0.001 |
Motor function |
No help needed (6.00–7.00) | Ref | Ref | |
Some help needed (3.00–5.99) | 3.40 | 2.54–4.55 | < 0.001 |
Total assistance (1.00–2.99) | 7.53 | 3.52–16.13 | < 0.001 |
Cognitive function |
No help needed (6.00–7.00) | Ref | Ref | |
Some help needed (3.00–5.99) | 2.32 | 1.91–2.82 | < 0.001 |
Total assistance (1.00–2.99) | 4.66 | 2.35–9.27 | < 0.001 |
Mobility |
I have no problems walking about | Ref | Ref | |
I have some problems walking about | 1.93 | 1.67–2.24 | < 0.001 |
I am confined to bed | 15.43 | 3.75–63.53 | < 0.001 |
Pain/discomfort |
I have no pain or discomfort | Ref | Ref | |
I have moderate pain or discomfort | 1.31 | 1.18–1.46 | < 0.001 |
I have extreme pain or discomfort | 2.70 | 1.53–4.75 | < 0.001 |
Anxiety/depression |
I am not anxious or depressed | Ref | Ref | |
I am moderately anxious or depressed | 1.58 | 1.36–1.83 | < 0.001 |
I am extremely anxious or depressed | 2.78 | 1.36–5.69 | 0.003 |
Activity-related factors |
Self-Care |
I have no problems with self-care | Ref | Ref | |
I have some problems washing or dressing myself | 3.10 | 2.33–4.11 | < 0.001 |
I am unable to wash or dress myself | 6.86 | 2.48–19.03 | < 0.001 |
Usual activities |
I have no problems with performing my usual activities | Ref | Ref | |
I have some problems with performing my usual activities | 1.40 | 1.26–1.56 | < 0.001 |
I am unable to perform my usual activities | 2.39 | 1.88–3.04 | < 0.001 |
Driver’s license |
No | Ref | Ref | |
Yes | 0.68 | 0.50–0.93 | 0.019 |
Home support |
Accommodation without support | Ref | Ref | |
Accommodation with support | 2.82 | 0.81–9.74 | 0.107 |
Rehabilitation-related factors |
The rehabilitation process |
Dissatisfied | Ref | Ref | |
Satisfied | 0.98 | 0.98–0.99 | 0.002 |
The individual’s cooperation with the staff |
Dissatisfied | Ref | Ref | |
Satisfied | 1.00 | 0.99–1.00 | 0.528 |
The individual’s influence over the rehabilitation process including his or her rehabilitation plan |
Dissatisfied | Ref | Ref | |
Satisfied | 0.96 | 0.94–0.99 | 0.004 |
The information given about the brain injury |
Dissatisfied | Ref | Ref | |
Satisfied | 0.97 | 0.95–1.00 | 0.062 |
The information on where to turn to get support if needed after discharge from hospital |
Dissatisfied | Ref | Ref | |
Satisfied | 0.98 | 0.95–1.00 | 0.112 |
The attention given to the individual by the staff |
Dissatisfied | Ref | Ref | |
Satisfied | 0.99 | 0.98–1.00 | 0.109 |
Has a written rehabilitation plan been prepared? |
No | Ref | Ref | |
Yes | 1.06 | 1.03–1.10 | < 0.001 |
Has a written rehabilitation plan been used? |
No | Ref | Ref | |
Yes | 1.01 | 1.00–1.02 | 0.071 |
The information and attention the family and relatives had received during the individual’s rehabilitation at the clinic |
Dissatisfied | Ref | Ref | |
Satisfied | 0.99 | 0.97–1.02 | 0.639 |
Concerning the activity-related factors, patients with low ability to perform self-care or usual everyday activities had a higher risk of not returning to work than those who had no problems with these activities. Having one’s driver’s license suspended at discharge also increased the risk of not returning to work. The presence or absence of home support was not a significant risk marker for not returning to work.
Concerning rehabilitation-related factors, the patients’ satisfaction with the information they received about the brain injury, information to the family, information on where to turn with questions related to the brain injury after discharge from the hospital, and the cooperation with the staff, were unrelated to the risk of not returning to work. However, being satisfied with the rehabilitation process and being satisfied with their own influence over the rehabilitation planning process were associated with a higher likelihood of returning to work. Contrary to expectations, having a rehabilitation plan increased the risk of not returning to work. Finally, neither the patients’ satisfaction with the attention from staff or whether an existing written rehabilitation plan had actually been used were significantly related to the risk of not returning to work.
Discussion
The purpose of this study was to investigate risk markers for not returning to work among patients with ABI. The main result showed that several factors influence the risk of not returning to work. In keeping with previous research, women had a greater risk of not returning to work within a year after a brain injury compared to men [
3,
12,
14‐
16]. In Sweden, almost as many women as men participate in the workforce [
46]. Nevertheless, women in Sweden may still be discriminated in working life; for example, gender norms that exist within a specific workplace could make returning to work harder for women with ABI [
47].
The results showed that individuals born outside Sweden had higher risk of not returning to work than those born in Sweden. Statistics Sweden report that people born in Sweden have a working rate of 84% while people born outside Sweden have a rate of 71% [
48]. No studies about immigrants with ABI, and return to work were found, but a study on low back pain compared native-born patients and immigrants entering rehabilitation noted that immigrants might have special needs that should be addressed when planning rehabilitation [
49] which also may be the case for patients with ABI.
The results showed that a high education level was essential for returning to work. Having a university degree increased the chances of returning to work after an ABI, something that has also has been found by others [
17‐
19]. An explanation is that a university degree gives a wider range of possible job assignments. In our study, 45% of the individuals with a university degree returned to work, but only 32% of those with compulsory school education returned to work. A higher education level generally predicts higher income and higher socioeconomic status [
19]. Higher education is also often associated with white-collar jobs, and these positions are often more flexible [
5,
24,
50]. Therefore, giving the patients the possibility of education during the rehabilitation period could be a positive factor for at least some of these patients, but the education would have to be adapted to the patient’s individual capacity.
Those in households with children had a significantly higher likelihood of returning to work than those in households without children. No other research findings have been found in this area, but children in the household can be a driving force [
51]. Returning to working life makes it possible to show the children that everything is normal again after the injury. Financial needs may also be a driving force for return to work.
Moreover, it has been argued that living in a relationship provides a natural support system for an individual with brain injury [
21], but, in our study, being married or living with a partner was not associated with a higher likelihood of returning to work, and similar results has been found by other studies [
3,
52]. Nevertheless, there are some findings that indicate that marriage may be a positive predictor for returning to work [
21] and others have shown that support from family is important for patients with brain injuries on returning to work [
53,
54].
The present study did not find age to be a risk marker for not returning to work. This is contrary to previous findings, that younger stroke patients could more easily return to work because they had less indicators of stroke severity, such as hypertension or diabetes prior to their stroke [
12].
In regard to injury-related factors, patients with lower motor function showed a higher risk of not returning to work, which is in line with findings in many other studies [
3,
5,
12,
14,
15,
26‐
30]. Those who needed some help with cognitive function (FIM) and those who needed total assistance had a higher risk of not returning to work. The patients who had problems with cognition, continually needed cognitive support, and required help at work had a more complex return-to-work process, as shown in several other studies [
5,
23,
26].
A long period of hospital stay was another risk marker for not returning to work. Those with a longer stay in hospital had a many times higher risk of not returning to work than those with a shorter hospital stay. Several other studies have found a similar result [
13‐
15,
17,
24,
31]. Some of them explained that the longer stay in hospital was found with patients who had a more severe injury, making it harder to return to work [
15,
17,
24,
31].
Patients with aphasia had a higher risk of not returning to work than those without aphasia. A review showed that employment decreased after aphasia and return to work was often at a less demanding level [
55]. Patients with aphasia experienced that it was a struggle to handle activities of daily living and that their aphasia had an impact on their participation in society [
56].
Those with moderate or extreme pain/discomfort had higher risk of not returning to work than those without pain/discomfort. This is in line with previous research, which showed that severe head and/or bodily pain after mild traumatic brain injury predicted a delayed return to work [
57]; this is possibly also the case for patients with other kinds of ABI. Finally, our results showed that it was harder to return to work if the patient also suffered from anxiety or depression, which is in keeping with other studies [
14,
15,
26].
There was, however, no increased risk of not returning to work in relation to type of diagnosis, indicating that the diagnosis may play a lesser role than the individual’s functional level.
Those with poor self-care ability in activities of daily living, such as dressing and washing themselves, had an increased risk of not returning to work. This result is consistent with other studies showing that patients who can independently perform activities of daily living return to work earlier after the injury [
3]. In our study, those who had problems with their usual activities, such as studies, household chores, and family and leisure activities, had a higher risk of not returning to work. In addition, those who had their driver’s license suspended had a higher risk of not returning to work, which is in line with other findings that having a driver’s license was associated with a productive lifestyle after ABI [
58]. However, having home support did not influence the risk of not returning to work.
Finally, regarding rehabilitation-related factors satisfaction with the rehabilitation process and the individual’s influence over the process, including the individual rehabilitation plan, increased the chances of returning to work. This is in line with other research showing that patients who could understand the rehabilitation were more likely to return to work [
25].
One way to help patients understand the rehabilitation is to form a rehabilitation plan that create a predictable vocational rehabilitation process that is transparent for the patient and the staff. However, our results showed, counterintuitively, that having a written rehabilitation plan was associated with a greater risk of not returning to work, regardless of whether this written individual rehabilitation plan was used or not. It may be that patients with minor injuries and a short rehabilitation period are less likely to get a rehabilitation plan and more likely to be able to return to work without needing such support. Another possible explanation is that patients with brain injury have rehabilitation plans from different hospital departments and other organizations that are not coordinated, so the plans that were created have not actually been used or followed up. Future research may shed some light on this result.
Although previous research has shown that information given to the patient and family is an important aspect in the return-to-work process [
23], our study found no association between satisfaction with information about the brain injury, satisfaction with information on where to turn for information after the hospitalization period, or satisfaction with the information and attention given to the family and returning to work.
Study Limitations
Although there are strengths with the study regarding sample size, there are some limitations that have to be addressed, such as the relatively large proportion of missing data. The lack of data is mostly due to the fact that many of the variables were optional for the clinics to assess. As a result, only 18% of the total cohort could be included in the present study. Another limitation is that there were no data on the exact number of days between discharge from hospital and the time when the patient returned to work, or on what percentage of full-time work they started with and at what point they increased their working hours. Finally, a weakness is that the quality register provides fixed variables, which limits the type of possible research questions [
59]. Consequently, in our study, it would have been interesting to examine more rehabilitation-related risk markers as well as risk markers related to adjustments in the vocational rehabilitation process.
Conclusion
The present study showed that all areas of person-related, injury-related, activity-related, and rehabilitation-related factors are associated with the likelihood of returning to work for patients with ABI. The return-to-work process is complex, with all areas interacting with each other to increase the risk of not returning to work. Most notably, being a woman, being born outside of Sweden, having only a compulsory school diploma, and not having children in the household increased the risk of not returning to work after ABI. Of the injury-related factors, long hospital stay, aphasia, low motor function, low cognitive function, high pain/ discomfort, and high anxiety/depression worsened the chances of returning to work. Of the activity-related factors, low function in self-care, low function in usual activities, and low personal influence over the rehabilitation plan also gave a higher risk of not returning to work after ABI. The results show that several factors facilitate return to work, which support previous research proposing individualized work rehabilitation for returning to work after an ABI. Clinical implications for rehabilitation practitioners are therefore to involve patients in individual planning and follow-up on vocational rehabilitation and return to work outcomes.
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