| Literature DB >> 35564846 |
Lara Lindert1,2, Lara Schlomann1, Holger Pfaff1, Kyung-Eun Anna Choi1,2.
Abstract
BACKGROUND: Musculoskeletal and mental disorders are often comorbid, with complex correlations of pain, impairment due to pain, disability, and psychological wellbeing. This study investigates the role of psychological wellbeing in a worksite healthcare program for employees within a German randomized controlled trial.Entities:
Keywords: disability score; mental wellbeing; occupational health; pain intensity; prevention
Mesh:
Year: 2022 PMID: 35564846 PMCID: PMC9104049 DOI: 10.3390/ijerph19095452
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Flow chart of the study sample.
Correlations between variables, models I and II.
| Variable | N | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) Psychological wellbeingt1 | 180 | - | 0.492 *** | 0.274 *** | 0.246 ** | 0.432 *** | 0.409 * | −0.148 | 0.029 | 0.103 | −0.058 |
| (2) Psychological wellbeingt0 | 180 | - | 0.004 | −0.104 | 0.387 *** | 0.081 | −0.041 | 0.036 | 0.047 | −0.034 | |
| (3) Pain intensity∆ | 180 | - | 0.581 *** | 0.069 | 0.242 ** | −0.188 * | −0.043 | 0.072 | −0.058 | ||
| (4) Disability score∆ | 180 | - | 0.092 | 0.284 *** | 0.055 | −0.080 | −0.072 | −0.132 | |||
| (5) Motivation | 180 | - | 0.341 *** | 0.033 | 0.106 | 0.105 | 0.019 | ||||
| (6) Satisfaction | 180 | - | −0.324 *** | 0.004 | 0.113 | 0.008 | |||||
| (7) Training quality | 180 | - | 0.154 * | −0.027 | −0.116 | ||||||
| (8) Gender | 180 | - | 0.043 | −0.012 | |||||||
| (9) Educational degree | 180 | - | −0.134 | ||||||||
| (10) Age | 180 | - |
Notes: Pearson correlation’s r and α values (in the diagonal) are shown; * p < 0.05; ** p < 0.01; *** p < 0.001; age and educational degree were considered as bivariate variables (as in regression models, Table 4 and Table 5).
Correlations between variables, model III.
| Variable | N | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) Disability scoret1 | 180 | - | 0.419 *** | 0.406 *** | −0.272 *** | −0.237 ** | −0.343 *** | 0.133 | 0.025 | −0.101 | 0.118 |
| (2) Disability scoret0 | 180 | - | 0.224 ** | 0.104 | −0.130 | −0.029 | 0.184 * | −0.061 | −0.173 * | −0.026 | |
| (3) Pain intensity∆ | 180 | - | 0.263 *** | 0.069 | 0.242 ** | −0.188 * | −0.043 | 0.072 | −0.058 | ||
| (4) Psychological wellbeing∆ | 180 | - | 0.031 | 0.317 *** | −0.102 | −0.008 | 0.054 | −0.022 | |||
| (5) Motivation | 180 | - | 0.341 *** | 0.033 | 0.106 | 0.105 | 0.019 | ||||
| (6) Satisfaction | 180 | - | −0.324 *** | 0.004 | 0.113 | 0.008 | |||||
| (7) Training quality | 180 | - | 0.154 * | −0.027 | −0.116 | ||||||
| (8) Gender | 180 | - | 0.043 | −0.012 | |||||||
| (9) Educational degree | 180 | - | −0.134 | ||||||||
| (10) Age | 180 | - |
Notes: Pearson correlation’s r and α values (in the diagonal) are shown; * p < 0.05; ** p < 0.01; *** p < 0.001; age and educational degree were considered as bivariate variables (as in regression models, Table 4 and Table 5).
Descriptives of study population.
| N | % | |||
|---|---|---|---|---|
| Age | ||||
|
| 9 | 5.0 | ||
|
| 23 | 12.8 | ||
|
| 52 | 28.9 | ||
|
| 81 | 45.0 | ||
|
| 15 | 8.3 | ||
|
| 0 | 0.00 | ||
| Gender | ||||
|
| 136 | 75.6 | ||
|
| 44 | 24.4 | ||
| Educational degree | ||||
|
| 8 | 4.4 | ||
|
| 101 | 56.1 | ||
|
| 45 | 25.0 | ||
|
| 19 | 10.6 | ||
|
| 7 | 3.9 | ||
|
|
|
|
| |
| Disability scoret0 | 180 | 40.33 | 22.24 | 40.00 (0.00/90.00) |
| Disability scoret1 | 180 | 24.54 | 21.23 | 20.00 (0.00/100.00) |
| Pain intensityt0 | 180 | 49.52 | 19.65 | 50.00 (3.33/93.33) |
| Pain intensityt1 | 180 | 35.02 | 20.85 | 33.33 (0.00/93.33) |
| Psychological wellbeingt0 | 180 | 13.34 | 5.09 | 14.00 (5.00/24.00) |
| Psychological wellbeingt1 | 180 | 15.09 | 4.92 | 16.00 (1.00/25.00) |
| Motivationt0 | 180 | 8.09 | 1.49 | 8.00 (2.00/10.00) |
| Satisfactiont1 | 180 | 4.24 | 0.77 | 4.00 (1.00/5.00) |
| Training qualityt1 | 180 | 3.28 | 0.74 | 3.00 (3.00/9.00) |
Notes: M = mean value; SD = standard deviation.
Differences in individuals with low and high psychological wellbeing.
| Low Psychological Wellbeingt0 1 | High Psychological Wellbeingt0 1 | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| N | M | SD | Median | N | M | SD | Median | ||
| Pain intensityt0 | 73 | 54.93 | 18.01 | 56.67 | 107 | 45.83 | 19.94 | 46.67 | 0.002 ** |
| Pain intensityt1 | 73 | 41.14 | 20.66 | 40.00 | 107 | 30.84 | 20.02 | 30.00 | 0.001 ** |
| Disability scoret0 | 73 | 48.45 | 20.09 | 50.00 | 107 | 34.80 | 22.02 | 30.00 | 0.000 *** |
| Disability scoret1 | 73 | 29.68 | 22.20 | 26.67 | 107 | 21.03 | 19.89 | 16.67 | 0.007 * |
| Training | 73 | 3.34 | 0.67 | 3.00 | 107 | 3.23 | 0.78 | 3.00 | 0.334 |
| Motivationt0 | 73 | 7.55 | 1.62 | 8.00 | 107 | 8.46 | 1.27 | 8.00 | 0.000 *** |
| Satisfactiont1 | 73 | 4.23 | 0.76 | 4.00 | 107 | 4.25 | 0.79 | 4.00 | 0.869 |
|
|
|
|
| ||||||
| Gender | |||||||||
|
| 53 (29.4) | 83 (46.1) | 0.446 | ||||||
|
| 20 (11.1) | 24 (13.3) | |||||||
| Age 2 | |||||||||
|
| 32 (17.8) | 52 (28.9) | 0.529 | ||||||
|
| 41 (22.8) | 55 (30.6) | |||||||
| Educational status 2 | |||||||||
| 44 (24.4) | 65 (36.1) | 0.949 | |||||||
|
| 29 (16.1) | 42 (23.3) | |||||||
Notes: M = mean value; SD = standard deviation. 1 Low psychological wellbeing (≥13); high psychological wellbeing (<13). 2 Age and educational degree were, due to small group sizes, considered as bivariate variables. * p < 0.05. ** p < 0.01. *** p < 0.001.
Multiple linear regression analysis, model I (dependent variable: psychological wellbeingt1).
| Determinant Factors 1 | Regression Coefficient B (SE) | Beta | 95% Confidence Interval | R2 (Adjusted) | ||
|---|---|---|---|---|---|---|
| Lower Value | Upper Value | |||||
| Psychological wellbeingt0 | 0.387 (0.061) | 0.400 | <0.001 *** | 0.267 | 0.507 | 0.438 (0.412) |
| Pain intensity∆ | 0.048 (0.015) | 0.190 | 0.002 ** | 0.018 | 0.077 | |
| Motivationt0 | 0.576 (0.224) | 0.174 | 0.011 * | 0.133 | 1.019 | |
| Satisfactiont1 | 1.673 (0.425) | 0.263 | <0.001 *** | 0.834 | 2.512 | |
| Training qualityt1 | −0.140 (0.422) | −0.021 | 0.741 | −0.972 | 0.692 | |
| Gender | 0.064 (0.668) | 0.006 | 0.924 | −1.255 | 1.382 | |
| Age 2 | −0.379 (0.577) | −0.039 | 0.512 | −1.518 | 0.760 | |
| Educational degree 2 | 0.173 (0.588) | 0.017 | 0.769 | −0.988 | 1.334 | |
Notes: SE = standard error. 1 Dependent variable: psychological wellbeingt1. 2 Age and educational degree were, due to small group sizes, considered as bivariate variables (age group 1 = ≤29 to 49 years and group 2 = 50 to ≥70 years; educational degree group 1 = no vocational degree and completed vocational education and group 2 = higher). * p < 0.05. ** p < 0.01. *** p < 0.001.
Multiple linear regression analysis, model II (dependent variable: psychological wellbeingt1).
| Determinant Factors 1 | Regression Coefficient B (SE) | Beta | 95% Confidence Interval | R2 (Adjusted) | ||
|---|---|---|---|---|---|---|
| Lower Value | Upper Value | |||||
| Psychological wellbeingt0 | 0.406 (0.061) | 0.419 | 0.000 *** | 0.286 | 0.526 | 0.451 (0.422) |
| Pain intensity∆ | 0.026 (0.018) | 0.102 | 0.166 | −0.011 | 0.062 | |
| Disability score∆ | 0.033 (0.016) | 0.155 | 0.046 * | 0.001 | 0.064 | |
| Motivationt0 | 0.555 (0.223) | 0.167 | 0.014 * | 0.116 | 0.995 | |
| Satisfactiont1 | 1.442 (0.437) | 0.227 | 0.001 ** | 0.580 | 2.304 | |
| Training qualityt1 | 0.375 (0.434) | −0.056 | 0.389 | −1.231 | 0.482 | |
| Gender | 0.217 (0.666) | 0.019 | 0.745 | −1.098 | 1.533 | |
| Age 2 | −0.228 (0.577) | −0.023 | 0.693 | −1.367 | 0.911 | |
| Educational degree 2 | 0.392 (0.593) | 0.039 | 0.509 | −0.779 | 1.563 | |
Notes: SE = standard error. 1 Dependent variable: psychological wellbeingt1. 2 Age and educational degree were, due to small group sizes, considered as bivariate variables (age group 1 = ≤29 to 49 years and group 2 = 50 to ≥70 years; educational degree group 1 = no vocational degree and completed vocational education and group 2 = higher). * p < 0.05. ** p < 0.01. *** p < 0.001.
Multiple linear regression analysis, model III (dependent variable: disability scoret1).
| Determinant Factors 1 | Regression Coefficient B (SE) | Beta | 95% Confidence Interval | R2 (Adjusted) | ||
|---|---|---|---|---|---|---|
| Lower Value | Upper Value | |||||
| Disability | 0.543 (0.054) | 0.568 | <0.001 *** | 0.435 | 0.650 | 0.542 (0.517) |
| Pain intensity∆ | −0.499 (0.062) | −0.462 | <0.001 *** | −0.622 | −0.377 | |
| Psychological wellbeing∆ | −0.678 (0.237) | −0.161 | 0.005 ** | −1.145 | −0.211 | |
| Motivationt0 | −1.064 (0.818) | −0.074 | 0.195 | −2.679 | 0.552 | |
| Satisfactiont1 | −5.227 (1.722) | −0.191 | 0.003 ** | −8.627 | −1.827 | |
| Training qualityt1 | −3.754 (1.695) | −0.131 | 0.028 * | −7.100 | −0.407 | |
| Gender | 3.206 (2.613) | 0.065 | 0.222 | −1.952 | 8.363 | |
| Age 2 | 4.289 (2.249) | 0.101 | 0.058 | −0.149 | 8.728 | |
| Educational degree 2 | 3.255 (2.335) | 0.075 | 0.165 | −1.355 | 7.865 | |
Notes: SE = standard error. 1 Dependent variable: disability scoret1. 2 Age and educational degree were, due to small group sizes, considered as bivariate variables (age group 1 = ≤29 to 49 years and group 2 = 50 to ≥70 years; educational degree group 1 = no vocational degree and completed vocational education and group 2 = higher). * p < 0.05. ** p < 0.01. *** p < 0.001.