| Literature DB >> 35303849 |
Eleonora Picco1, Inge Houkes2, Angelique De Rijk2, Massimo Miglioretti3.
Abstract
BACKGROUND: Governments and employers aim to promote sustainable employability (SE) in aging societies. In the Netherlands, an instrument for capturing the employee perspective on SE, the MAastricht Instrument for Sustainable Employability (MAISE-NL), has recently been developed. This study seeks to validate the Italian version of the MAISE (MAISE-IT).Entities:
Keywords: Occupational health psychology; Questionnaire; Sustainable employability; Work-health balance; Workers’ well-being
Mesh:
Year: 2022 PMID: 35303849 PMCID: PMC8933982 DOI: 10.1186/s12889-022-12872-z
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Fig. 1Evaluation model of Sustainable Employability (SE)
Sample characteristics: mean age, gender (%), educational level (%), educational level (categories) and occupational activity (%)
| Variable | Total Sample | PAA Sample | C Sample |
|---|---|---|---|
| Age (mean) | 46.7 | 48.9 | 40.2 |
| Gender (%) | |||
| men | 40.5 | 43.5 | 31.9 |
| women | 59.5 | 56.5 | 68.1 |
| Educational level (%) | |||
| primary education | 0.2 | 0.3 | 0 |
| middle education | 0.2 | 0.3 | 0 |
| lower professional education | 5.0 | 4.6 | 6.3 |
| secondary education | 25.4 | 26.8 | 21.4 |
| post-secondary education | 3.9 | 4.0 | 3.6 |
| bachelor’s degree | 7.6 | 6.2 | 11.6 |
| master’s degree | 42.3 | 42.8 | 41.1 |
| post-degree master or PhD | 14.9 | 15.1 | 14.3 |
| other | 0.5 | 0 | 1.8 |
| Educational level (categories) | |||
| (1) < post-secondary education | 30.9 | 32.0 | 27.7 |
| (2) post-secondary education/university | 68.7 | 68.0 | 70.6 |
| Occupational activity (%) | |||
| white-collars | - | - | 57 |
| blue-collars | - | - | 9 |
| pink-collars | - | - | 13 |
| n.d | - | - | 21 |
PAA Sample Public Administration Agency Sample, C Sample Convenience Sample
Fit indices of the MAISE-IT areas
| 1 | Meaning of SE (2 factors) | 120 (33) | .932 | .907 | .041 | .076 |
| 2 | Level and Factors affecting SE (5 factors) | 323 (112) | .918 | .901 | .059 | .066 |
| 4 | Responsibility for factors affecting SE (5 factors) | 416 (122) | .932 | .915 | .006 | .073 |
CFI Comparative Fit Index, TLI Tucker Lewis Index, SRMR Standardized Root Mean Square Residual, RMSEA Root Mean Square Error of Approximation
Pearson correlations MAISE-IT scales and items and WHBq scales and index, and Cronbach’s alphas (N ranges from 434 to 455)
| # Variablea | 1a | 1b | 2a | 2b | 2c | 2d | 2e | 3 | 4a | 4b | 4c | 4d | 4e | 6 | 7 | 8 | 9 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1a Useful | - | ||||||||||||||||
| 1b Prod | 0.58** | - | |||||||||||||||
| 2a Perf | 0.16** | 0.22** | - | ||||||||||||||
| 2b Health | 0.11* | 0.08 | 0.00 | - | |||||||||||||
| 2c Work org | 0.34** | 0.25** | -0.01 | 0.09* | - | ||||||||||||
| 2d Lifestyle | 0.09* | .022** | 0 | 0.19** | 0.21** | - | |||||||||||
| 2e Adapted | 0.22** | 0.18** | 0.05 | 0.35** | 0.31** | 0.44** | - | ||||||||||
| 3 Resp. SE | 0.07 | 0.06 | 0.07 | -0.03 | -0.03 | 0 | -0.10* | - | |||||||||
| 4a Life.-res | 0.09 | -0.03 | 0.03 | -0.07 | 0.03 | -0.15** | 0.12** | 0.03 | - | ||||||||
| 4b Bal.-res | -0.02 | 0.12* | 0.04 | -0.07 | -0.03 | 0.04 | -0.09* | 0.13** | 0.05 | - | |||||||
| 4c Adap.-res | -0.06 | 0.11* | -0.01 | 0.40 | 0.04 | 0.21** | 0.12** | 0.10* | -0.28** | 0.39** | - | ||||||
| 4d Content-res | -0.03 | 0.09 | 0 | -0.01 | -0.01 | 0.17** | 0.07 | 0.14** | -0.18** | 0.32** | 0.68** | - | |||||
| 4e Context-res | -0.06 | 0.12** | 0.04 | -0.02 | -0.01 | 0.19** | 0.06 | 0.16** | -0.21** | 0.50** | 0.76** | 0.74** | - | ||||
| 6 WHI | 0.01 | 0.02 | -0.16** | 0.59** | 0.04 | 0.22** | 0.30** | -0.09* | -0.07 | -0.09 | 0.02 | 0.02 | -0.05 | - | |||
| 7 HC | 0.04 | 0.07 | 0.17** | -0.23** | -0.02 | -0.01 | -0.07 | 0.17** | -0.01 | 0.20** | 0.19** | 0.25** | 0.27** | -0.29** | - | ||
| 8 ES | 0.02 | 0 | 0.12** | -0.25** | -0.03 | -0.10* | -0.25** | 0.11* | 0.02 | 0.10* | 0.06 | 0.11* | 0.07 | -0.40** | 0.47** | - | |
| 9 WHB-i | 0.02 | 0.01 | 0.20** | -0.53** | -0.04 | -0.18** | -0.30** | 0.14** | 0.06 | 0.15** | 0.07 | 0.10* | 0.15** | -0.86** | 0.66** | 0.73** | - |
| Cronbach’s alpha | 0.78 | 0.7 | 0.75 | 0.69 | 0.79 | 0.91 | 0.75 | - | 0.65 | 0.47 | 0.86 | 0.85 | 0.84 | 0.87 | 0.77 | 0.9 | - |
*p < .05; ** p < .01. aExplanation of variable names, Useful Fit and Useful, Prod Productive, Per. Performance, Health Health issues, Work org Work organization, Lifestyle Lifestyle and Balance, Adapted Adapted job, Resp. SE Overall responsibility for SE, Life.-res Responsibility for lifestyle, Bal.-res Responsibility for balance, Adap.-res Responsibility for adapted job, Content-res Responsibility for work content, Context-res Responsibility for work context, WHI Work–health incompatibility, HC Health climate, ES External support, WHB-i Work-Health Balance index
Means (M), standard deviations (SD), and percentiles of the MAISE-IT scales for the total sample (n = 455)
| Scale (range 1–5) | # | M | SD | 25th percentile | 75th percentile |
|---|---|---|---|---|---|
| 1a. Fit and Useful | 6 | 4.24 | .53 | 4.00 | 4.67 |
| 1b. Productive | 4 | 3.71 | .72 | 3.25 | 4.25 |
| 2a. Performance | 4 | 3.99 | .58 | 3.75 | 4.50 |
| 2b. Health issues | 2 | 2.85 | 1.00 | 2.00 | 3.50 |
| 2c. Work organization | 6 | 3.86 | .66 | 3.50 | 4.33 |
| 2d. Lifestyle and Balance | 2 | 2.89 | 1.19 | 2.00 | 4.00 |
| 2e. Adapted job | 3 | 3.35 | .95 | 2.67 | 4.00 |
| Who is responsible for employee SE? | 1 | 2.65 | .54 | 2.00 | 3.00 |
| 4a. Lifestyle | 3 | 3.86 | .75 | 3.33 | 4.33 |
| 4b. Balance | 2 | 3.28 | .74 | 3.00 | 3.50 |
| 4c. Adapted job | 4 | 2.12 | .87 | 1.50 | 2.50 |
| 4d. Work content | 4 | 2.57 | .77 | 2.00 | 3.00 |
| 4e. Work context | 5 | 2.49 | .75 | 2.00 | 2.80 |
A higher score/percentile reflects a more positive score on the particular variable, except for the Health issues subscale: here a higher score reflects more health problems. A higher score/percentile on scale 2c-2e means that this particular factor contributes a lot to SE. A higher score/percentile on scales 3 and 4 means that responsibility lies mainly with the employee
Means (M) and standard deviations (SD) of the MAISE-IT scales for the subgroups
| 1a. Fit and Useful | 4.14 (.58) | 4.32 (.49) | 11.56 (1)** | 4.26 (.53) | 4.24 (.56) | .20 (1) | 4.25 (.57) | 4.25 (.51) | .88 (1) |
| 1b. Productive | 3.55 (.74) | 3.81 (.69) | 14.61 (1)** | 3.70 (.72) | 3.75 (.74) | .44 (1) | 3.82 (.66) | 3.66 (.74) | 3.69 (1)** |
| 2a. Performance | 3.91 (.64) | 4.03 (.54) | 4.62 (1)** | 3.99 (.54) | 3.94 (.69) | .82 (1) | 3.88 (.62) | 4.04 (.55) | 4.17 (1)** |
| 2b. Health issues | 2.74 (1.02) | 2.90 (.95) | 3.04 (1)* | 2.82 (.98) | 2.87 (.96) | .30 (1) | 2.91 (.98) | 2.80 (.97) | 1.25 (1) |
| 2c. Work organization | 3.72 (.70) | 3.94 (.62) | 11.76 (1)** | 3.93 (.62) | 3.65 (.75) | 15.66 (1)** | 3.74 (.71) | 3.91 (.64) | 3.27 (1)** |
| 2d. Lifestyle and balance | 2.9 -1.15 | 2.87 (1.22) | .08 (1) | 2.92 (1.18) | 3.20 (.96) | .07 (1) | 3.12 (1.17) | 2.77 (1.19) | 5.00 (1)** |
| 2e. Adapted job | 3.15 (.93) | 3.47 (.96) | 12.39 (1)** | 3.38 (.94) | 3.21 (1.00) | 2.62 (1) | 3.38(1.01) | 3.32 (.93) | .19 (1) |
| Who is responsible for employee SE | 2.59 (.57) | 2.68 (.52) | 2.77 (1)* | 2.65 (.54) | 2.64 (.53) | .06 (1) | 2.63 (.57) | 2.65 (.53) | .09 (1) |
| 4a. Lifestyle | 3.83 (.71) | 3.89 (.79) | .52 (1) | 3.87 (.78) | 3.85 (.72) | .06 (1) | 3.84 (.77) | 3.88 (.75) | .59 (1) |
| 4b. Balance | 3.31 (.77) | 3.25 (.73) | .61 (1) | 3.29 (.73) | 3.32 (.76) | .16 (1) | 3.31 (.83) | 3.27 (.71) | 1.29 (1) |
| 4c. Adapted job | 2.16 (.81) | 2.07 (.90) | 1.07 (1) | 2.09 (.84) | 2.19 (.94) | 1.04 (1) | 2.20 (.94) | 2.06 (.82) | 2.54 (1) |
| 4d. Work content | 2.56 (.73) | 2.57 (.80) | .02 (1) | 2.55 (.77) | 2.63 (.78) | .80 (1) | 2.63 (.81) | 2.53 (.76) | 1.03 (1) |
| 4e. Work context | 2.50 (.72) | 2.48 (.76) | .74 (1) | 2.47 (.73) | 2.58 (.78) | 2.04 (1) | 2.56 (.87) | 2.45 (.68) | 2.00 (1) |
* p < .10; ** p < .05. A higher score reflects a more positive score on the particular variable, except for the Health issues subscale: here a higher score reflects more health problems. A higher score on scales 2c-2e means that this particular factor contributes a lot to SE. A higher score on scales 3 and 4 means that responsibility lies mainly with the employee