| Literature DB >> 29859113 |
D A M van Gorp1,2,3,4, J J L van der Klink5, F I Abma6, P J Jongen6,7, I van Lieshout8, E P J Arnoldus9, E A C Beenakker10, H M Bos11, J J J van Eijk12, J Fermont13, S T F M Frequin14, K de Gans15, G J D Hengstman16, R M M Hupperts17, J P Mostert18, P H M Pop19, W I M Verhagen20, D Zemel21, M A P Heerings22, M F Reneman23, H A M Middelkoop24,25, L H Visser9,26, K van der Hiele22,24,9.
Abstract
BACKGROUND: The aim of this study was to examine whether work capabilities differ between workers with Multiple Sclerosis (MS) and workers from the general population. The second aim was to investigate whether the capability set was related to work and health outcomes.Entities:
Keywords: Capability set for work; Health; Multiple sclerosis; Sustainable employability; Work
Mesh:
Year: 2018 PMID: 29859113 PMCID: PMC5984791 DOI: 10.1186/s12955-018-0942-7
Source DB: PubMed Journal: Health Qual Life Outcomes ISSN: 1477-7525 Impact factor: 3.186
Demographic, self-rated health, work ability and work functioning findings in workers with MS and workers from the general population
| Workers with MS ( | General working population ( | Test statistics | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| % | Mean | Median | IQR | Min - max | % | Mean | Median | IQR | Min-Max | X2 | U |
| |
| Gender (female) (in %) | 77.3% | 76.7% | 0.17 | 0.89 | |||||||||
| Age | 42.5 | 43.0 | 15.0 | 24–64 | 42.5 | 44.0 | 16.0 | 19–67 | 13163.0 | 0.89 | |||
| Educational level | 3.07 | 0.22 | |||||||||||
| Low (%) | 14.1% | 14.7% | |||||||||||
| Medium (%) | 41.7% | 50.3% | |||||||||||
| High (%) | 44.2% | 35.0% | |||||||||||
| Self-rated health (scale 1–5)a | 2.9 | 3.0 | 1.0 | 1–5 | 3.4 | 3.0 | 1.0 | 2–5 | 9091.0 | < 0.001* | |||
| Number of work hours per week | 29.1 | 30.0 | 17.0 | 6–60 | 29.9 | 30.0 | 16.0 | 5–60 | 12520.5 | 0.37 | |||
| Work ability (scale 0–10)a | 7.1 | 8.0 | 2.0 | 0–10 | 7.7 | 8.0 | 2.0 | 0–10 | 10590.5 | 0.006* | |||
| Work Functioning Physical (scale 0–100)a | 77.4 | 90.0 | 35.6 | 0–100 | 89.9 | 100.0 | 15.0 | 25–100 | 4250.0 | 0.001* | |||
| Work Functioning Flexibility (scale 0–100)a | 75.3 | 85.0 | 25.0 | 0–100 | 81.3 | 87.5 | 20.8 | 16.7–100 | 10425.0 | 0.46 | |||
Note: IQR Inter Quartile Range. Although all data are non-parametric, mean scores are displayed to further clarify the distribution of the data
aHigher scores indicate better self-rated health, work ability, and work functioning
*Bonferroni corrected p values ≤ 0.006 were considered significant
Disease characteristics of workers with MS
| Workers with MS ( | |||||
|---|---|---|---|---|---|
| Median | IQR | Mean | SD | Min-Max | |
| Disability level (1–10) | 2.0 | 1.0 | 0–6 | ||
| Disease duration (in years) | 6.0 | 10.0 | 0–31 | ||
| Depression (0–21) | 2.0 | 4.0 | 0–14 | ||
| Anxiety (0–21) | 5.0 | 5.0 | 0–21 | ||
| Fatigue Impact (0–84) | 33.7 | 15.4 | 0–73 | ||
| Cognitive and neuropsychiatric functioning (0–61) | 19.0 | 12.0 | 1–51 | ||
| Information processing speed (0–110) | 53.9 | 8.3 | 31–75 | ||
Note: IQR Inter Quartile Range, SD Standard Deviation
Comparison of work capabilities between workers with MS and workers from the general population
| Workers with MS ( | General working population ( | Test statistics | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Work capabilities | % | Mean | Median | IQR | Min-max | % | Mean | Median | IQR | Min-max | X2 | U |
|
| i. Use of knowledge and skills in your work | |||||||||||||
| A. Importance | 4.6 | 5.0 | 1 | 3–5 | 4.3 | 4.0 | 1 | 2–5 | 9823.0 | < 0.001* | |||
| B. Opportunities | 4.4 | 4.0 | 1 | 2–5 | 3.8 | 4.0 | 0 | 1–5 | 22062.0 | < 0.001* | |||
| C. Able to achieve | 4.3 | 4.0 | 1 | 1–5 | 3.9 | 4.0 | 1 | 1–5 | 23190.0 | < 0.001* | |||
| Included in capability set (in %) | 85% | 67% | 14.9 | < 0.001* | |||||||||
| ii. Development of knowledge and skills in your work | |||||||||||||
| A. Importance | 4.2 | 4.0 | 1 | 1–5 | 4.1 | 4.0 | 1 | 1–5 | 11637.5 | 0.42 | |||
| B. Opportunities | 3.9 | 4.0 | 0 | 1–5 | 3.5 | 4.0 | 1 | 1–5 | 9802.5 | < 0.001* | |||
| C. Able to achieve | 3.7 | 4.0 | 1 | 1–5 | 3.4 | 4.0 | 1 | 1–5 | 11511.0 | 0.33 | |||
| Included in capability set (in %) | 57% | 49% | 2.6 | 0.11 | |||||||||
| iii. Involvement in important decisions | |||||||||||||
| A. Importance | 4.3 | 4.0 | 1 | 2–5 | 3.8 | 4.0 | 0 | 1–5 | 9066.5 | < 0.001* | |||
| B. Opportunities | 3.9 | 4.0 | 2 | 2–5 | 3.3 | 3.0 | 1 | 1–5 | 8654.5 | < 0.001* | |||
| C. Able to achieve | 3.8 | 4.0 | 1 | 2–5 | 3.3 | 3.0 | 1 | 1–5 | 9136.5 | < 0.001* | |||
| Included in capability set (in %) | 61% | 39% | 15.9 | < 0.001* | |||||||||
| iv. Building and maintaining meaningful contacts at work | |||||||||||||
| A. Importance | 4.4 | 4.0 | 1 | 1–5 | 4.1 | 4.0 | 1 | 2–5 | 10541.5 | < 0.001* | |||
| B. Opportunities | 4.2 | 4.0 | 1 | 1–5 | 3.9 | 4.0 | 0 | 1–5 | 10433.0 | < 0.001* | |||
| C. Able to achieve | 4.1 | 4.0 | 1 | 1–5 | 3.8 | 4.0 | 1 | 2–5 | 10759.0 | 0.001* | |||
| Included in capability set (in %) | 82% | 68% | 8.7 | 0.003 | |||||||||
| v. Setting your own goals in your work | |||||||||||||
| A. Importance | 4.1 | 4.0 | 1 | 2–5 | 3.9 | 4.0 | 1 | 1–5 | 10734.0 | 0.005 | |||
| B. Opportunities | 3.9 | 4.0 | 1 | 2–5 | 3.6 | 4.0 | 1 | 1–5 | 10827.0 | 0.007 | |||
| C. Able to achieve | 3.8 | 4.0 | 1 | 2–5 | 3.6 | 4.0 | 1 | 1–5 | 11152.0 | 0.03 | |||
| Included in capability set (in %) | 63% | 54% | 2.5 | 0.11 | |||||||||
| vi. Having a good income | |||||||||||||
| A. Importance | 4.1 | 4.0 | 1 | 1–5 | 4.0 | 4.0 | 0 | 2–5 | 12105.0 | 0.41 | |||
| B. Opportunities | 3.9 | 4.0 | 1 | 2–5 | 3.3 | 3.0 | 1 | 1–5 | 8276.5 | < 0.001* | |||
| C. Able to achieve | 3.8 | 4.0 | 1 | 2–5 | 3.2 | 3.0 | 1 | 1–5 | 8092.0 | < 0.001* | |||
| Included in capability set (in %) | 62% | 39% | 16.7 | < 0.001* | |||||||||
| vii. Contributing to something valuable in your work | |||||||||||||
| A. Importance | 4.3 | 4.0 | 1 | 3–5 | 4.0 | 4.0 | 1 | 1–5 | 9733.5 | < 0.001* | |||
| B. Opportunities | 4.1 | 4.0 | 1 | 2–5 | 3.6 | 4.0 | 1 | 1–5 | 8467.5 | < 0.001* | |||
| C. Able to achieve | 3.9 | 4.0 | 2 | 2–5 | 3.6 | 4.0 | 1 | 1–5 | 9660.0 | < 0.001* | |||
| Included in capability set (in %) | 71% | 54% | 9.1 | 0.002* | |||||||||
| Capability set | 4.8 | 5.0 | 3 | 0–7 | 3.7 | 4.0 | 4 | 0–7 | 9649.0 | < 0.001* | |||
| Overall item: Altogether, I think I have sufficient opportunities to continue to work. | 4.3 | 4.0 | 1 | 2–5 | 3.8 | 4.0 | 0 | 1–5 | 8476.0 | < 0.001* | |||
Note: IQR Inter Quartile Range. Although all data are non-parametric, mean scores are displayed to further clarify the distribution of the data
*Bonferroni corrected p values ≤ 0.002 were considered significant
Discrepancies between the importance (A), being enabled (B) and being able to achieve (C) work values in workers with MS and workers from the general population
| Workers with MS ( | General working population ( | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Capability aspects | (A-B)a | (A-C)a | (B-C)a | (A-B)a | (A-C)a | (B-C)a | ||||||
| Z |
| Z |
| Z |
| Z |
| Z |
| Z |
| |
| i. Use of knowledge and skills in your work | −5.2 | < 0.001** | − 5.6 | < 0.001** | − 2.5 | 0.009* | − 6.2 | < 0.001** | − 6.0 | < 0.001** | − 0.8 | 0.40 |
| ii. Development of knowledge and skills in your work | − 5.5 | < 0.001** | − 7.3 | < 0.001** | − 4.2 | < 0.001** | −6.9 | < 0.001** | − 7.1 | < 0.001** | − 0.2 | 0.85 |
| iii. Involvement in important decisions | −6.7 | < 0.001** | − 7.3 | < 0.001** | − 2.8 | 0.005* | − 6.7 | < 0.001** | −7.1 | < 0.001** | − 0.5 | 0.59 |
| iv. Building and maintaining meaningful contacts at work | −5.1 | < 0.001** | − 6.0 | < 0.001** | −2.6 | 0.008* | −5.3 | < 0.001** | − 5.8 | < 0.001** | − 1.4 | 0.16 |
| v. Setting your own goals in your work | −4.9 | < 0.001** | −5.7 | < 0.001** | −2.9 | 0.004* | −5.2 | < 0.001** | −5.6 | < 0.001** | −1.7 | 0.09 |
| vi. Having a good income | −5.6 | < 0.001** | −5.7 | < 0.001** | −1.3 | 0.184 | −7.6 | < 0.001** | −7.8 | < 0.001** | −1.9 | 0.05 |
| vii. Contributing to something valuable in your work | −4.6 | < 0.001** | −6.1 | < 0.001** | − 4.5 | < 0.001** | − 6.3 | < 0.001** | −6.8 | < 0.001** | −1.2 | 0.22 |
Note: Results of the Wilcoxon Signed Rank Test to test discrepancies between importance (A), being enabled (B) and being able to achieve (C) work values are presented
aConflict scores
**Bonferroni corrected p values ≤ 0.001 were considered significant, *p values ≤ 0.01 were considered trend significant
Associations between work capabilities, work and health-related outcomes
| Workers with MS ( | General working population ( | |||
|---|---|---|---|---|
| Capability set | Overall capability item | Capability set | Overall capability item | |
| Age | −0.03 | − 0.17 | − 0.04 | − 0.07 |
| Work hours | 0.19 | 0.29* | 0.21 | 0.16 |
| Work ability | 0.25* | 0.43* | 0.28* | 0.39* |
| Work Functioning-Physical | 0.19 | 0.39* | 0.22 | 0.19 |
| Work Functioning-Flexibility | 0.30* | 0.27* | 0.11 | 0.25 |
| Absenteeism | −0.26* | −0.29* | 0.02 | −0.02 |
| Presenteeism | −0.31* | −0.42* | n.a. | n.a. |
| Self-rated health | 0.25* | 0.39* | 0.01 | 0.21 |
| Disease duration | 0.12 | 0.02 | n.a. | n.a. |
| Disability level | −0.05 | −0.13 | n.a. | n.a. |
| Cognitive and neuro-psychiatric functioning | −0.35* | −0.44* | n.a. | n.a. |
| Information processing speed | 0.05 | 0.09 | n.a. | n.a. |
| Depression | −0.43* | −0.39* | n.a. | n.a. |
| Anxiety | −0.31* | −0.38* | n.a. | n.a. |
| Fatigue impact | −0.34* | −0.44* | n.a. | n.a. |
Note: Spearman’s rho coefficients are reported. Not all health measures were available for the general working population (n.a data not available)
*Bonferroni corrected p values ≤ 0.001 were considered significant