| Literature DB >> 35019995 |
Julia-Marie Zimmer1, David Fauser, André Golla, Andreas Wienke, Nadine Schmitt, Matthias Bethge, Wilfried Mau.
Abstract
OBJECTIVE: Longitudinal studies on barriers to applying for rehabilitation in Germany are lacking in light of the suspected underutilization of rehabilitation services. The aim of this study was to examine application behaviour in persons with disabling back pain and to identify relevant predictors for making an application.Entities:
Mesh:
Year: 2022 PMID: 35019995 PMCID: PMC9020470 DOI: 10.2340/jrm.v53.1408
Source DB: PubMed Journal: J Rehabil Med ISSN: 1650-1977 Impact factor: 3.959
Overview of potential predictor variables
| Variable | Variable generation | Variable values |
|---|---|---|
| Age, years | Calculated at time of questionnaire, administrative data | 45–59 |
| Sex | Administrative data | 0: male |
| 1: female | ||
| Socio-economic status (SES) | Following Deck and Hofreuter-Gätgens ( | 1: lower class |
| 2: middle class | ||
| 3: upper class | ||
| Immigration background | Basic indicator approach following Schenk et al. ( | 0: none |
| 1: German citizen with immigration background | ||
| 2: non-German citizenship | ||
| Disability days | Within last 3 months; disability days scale of CPQ ( | 0–90 |
| Depressive symptoms | Within last two weeks; PHQ-8 sum scale ( | 0–24 |
| Number of limiting health problems | Limitation scale of the SCQ-D ( | 0–15 |
| Work Ability Score | 1-item-WAS from the Work Ability Index ( | 0–10 |
| Intention to apply for rehabilitation | ”Do you plan to apply for rehabilitation within the next 12 months?” | 0/1 |
| Family and friends’ support of the application | Agreement with at least one: ”family or friends encouraged me to apply for rehabilitation in the last 3 months” or ”(…) offered to assist me in applying for medical rehabilitation (…)” | 0/1 |
| Physician support of the application | Agreement with at least one: ”physicians or therapists encouraged me to apply for rehabilitation in the last 3 months” or ”(…) offered to assist me in applying for medical rehabilitation (…)” | 0/1 |
| Previous rehabilitation experience | ”Have you ever claimed a medical rehabilitation from the German Pension Insurance?” | 0/1 |
| Application knowledge | Agreement with at least one: ”I am very well informed which documents I need for a rehabilitation application”; ”… where to submit my application” | 0/1 |
| Negative work consequence expectations | Agreement with at least one: ”My work load will remain unresolved.”; ”Others will have to do a lot of my work.”; ”It will jeopardize my job.” | 0/1 |
| Family caregiver | ”Do you provide care for relatives who are chronically ill, disabled or in need of care?” | 0/1 |
| Household work strain | ”How strained do you feel by household work?“ | 0–10 |
| Fear of job loss | Replies ”to a very high degree” or ”to a high degree” to: ”Are you worried about becoming unemployed?” | 0/1 |
Sample baseline characteristics for potential predictor variables
| Total sample ( | Applicants ( | Non-applicants ( | Missing values | |
|---|---|---|---|---|
| Age, years (45–59), mean (SD) | 52.7 (4.1) | 53.3 (3.8) | 52.6 (4.1) | – |
| Sex: female, | 390 (56.5) | 50 (61.7) | 340 (55.8) | – |
| Socio-economic status (SES), | 27 (3.9) | |||
| Lower class | 141 (21.3) | 15 (19.2) | 126 (21.5) | |
| Middle class | 459 (69.2) | 55 (70.5) | 404 (69.1) | |
| Upper class | 63 (9.5) | 8 (10.3) | 55 (9.4) | |
| Immigration background, | 4 (0.6) | |||
| None | 591 (86.2) | 76 (93.8) | 515 (85.1) | |
| German citizen with immigration background | 51 (7.4) | 3 (3.7) | 48 (7.9) | |
| Non-German citizenship | 44 (6.4) | 2 (2.5) | 42 (6.9) | |
| Disability days, last 3 months (0–90), mean (SD) | 21.1 (19.9) | 30.6 (27.1) | 19.9 (18.4) | – |
| Depressive symptoms (PHQ-8, 0–24), mean (SD) | 9.8 (4.8) | 10.4 (5.3) | 9.8 (4.8) | 25 (3.6) |
| Number of limiting health problems (0–15), mean (SD) | 2.7 (1.9) | 3.1 (1.9) | 2.7 (1.9) | 10 (1.4) |
| Work Ability Score (WAS; 0–10), mean (SD) | 5.3 (1.9) | 4.6 (2.1) | 5.4 (1.9) | 5 (0.7) |
| Intention to apply for rehabilitation (yes), | 182 (26.6) | 41 (51.9) | 141 (23.3) | 5 (0.7) |
| Family/friends’ support of the application (yes), | 241 (36.0) | 41 (51.9) | 200 (33.8) | 20 (2.8) |
| Physician support of the application (yes), | 100 (14.9) | 23 (28.7) | 77 (13.0) | 19 (2.8) |
| Previous rehabilitation experience (yes), | 86 (12.6) | 17 (21.0) | 69 (11.4) | 5 (0.7) |
| Application knowledge (yes), | 161 (24.1) | 24 (31.2) | 137 (23.1) | 21 (3.0) |
| Negative work consequence expectations (yes), | 482 (72.4) | 54 (69.2) | 428 (72.8) | 24 (3.5) |
| Family caregiver (yes), | 167 (24.7) | 19 (24.1) | 148 (24.8) | 14 (2.0) |
| Household work strain (0–10), mean (SD) | 6.3 (2.4) | 5.9 (2.3) | 6.4 (2.4) | 5 (0.7) |
| Fear of job loss (yes), | 201 (29.7) | 32 (40.0) | 169 (28.4) | 14 (2.0) |
SD: standard deviation.
Fig. 1Cumulative hazard of an application for medical rehabilitation based on an intention to apply at baseline (n = 685).
Cox regression models of selected variables on the outcome “application for rehabilitation”, with (Model 1) and without the variable “intention to apply” (Model 2)
| Variable | Model 1 | Model 2 | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI | HR | 95% CI | |||
| Intention to apply for rehabilitation | ||||||
| No | 1.00 | |||||
| Yes | 2.99 | 1.80–4.97 | < 0.001 | |||
| Age, years (45–59) | 1.01 | 0.95–1.08 | 0.653 | 1.02 | 0.96–1.09 | 0.472 |
| Disability days, last 3 months (0–90) | 1.02 | 1.01–1.03 | < 0.001 | 1.02 | 1.01–1.03 | < 0.001 |
| Depressive symptoms (PHQ8, 0–24) | 0.99 | 0.94–1.04 | 0.589 | 0.98 | 0.93–1.03 | 0.390 |
| Limiting health problems (0–15) | 1.08 | 0.96–1.22 | 0.216 | 1.08 | 0.96–1.21 | 0.198 |
| Work Ability Score (WAS, 0–10) | 0.85 | 0.75–0.96 | 0.009 | 0.86 | 0.75–0.97 | 0.014 |
| Family/friends’ support of application | ||||||
| No | 1.00 | 1.00 | ||||
| Yes | 1.19 | 0.71–1.98 | 0.518 | 1.67 | 1.02–2.73 | 0.043 |
| Physician support of application | ||||||
| No | 1.00 | 1.00 | ||||
| Yes | 1.88 | 1.11–3.20 | 0.019 | 2.24 | 1.32–3.80 | 0.003 |
| Household work strain (0–10) | 0.90 | 0.81–1.00 | 0.045 | 0.91 | 0.82–1.00 | 0.052 |
| Fear of job loss | ||||||
| No | 1.00 | 1.00 | ||||
| Yes | 1.59 | 0.97–2.62 | 0.069 | 1.48 | 0.89-2.45 | 0.128 |
N=619 (73 events).
HR: hazard ratio; 95% CI: 95% confidence interval.
Fig. 2Mediation pathways identified by logistic regression for family/friend and physician support as predictors (odds ratio (95% confidence interval; p-value)) (n = 619).