Working Conditions and Work Engagement by Gender and Digital Work Intensity
Abstract
:1. Introduction
2. Literature Review
3. Materials and Methods
4. Results
4.1. Differences by Intensity of Telework
4.2. Differences by Intensity of Teleworking and Gender
4.3. Assessing the Effects of Each Telework Intensity
5. Discussion
6. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Source | Partial SS | df | MS | F | Prob>F |
---|---|---|---|---|---|
Physical environment | 491,731.63 | 7 | 70,247.376 | 323.44 | 0.0000 |
itelework | 98,547.514 | 3 | 32,849.171 | 151.25 | 0.0000 |
women | 63,271.077 | 1 | 63,271.077 | 291.32 | 0.0000 |
itelework#women | 14,029.156 | 3 | 4676.3854 | 21.53 | 0.0000 |
Work intensity (rev) | 50,611.245 | 7 | 7230.1778 | 21.04 | 0.0000 |
itelework | 40,957.942 | 3 | 13,652.647 | 39.72 | 0.0000 |
women | 359.50248 | 1 | 359.50248 | 1.05 | 0.3064 |
itelework#women | 1956.9842 | 3 | 652.32807 | 1.9 | 0.1275 |
Skills & discretion | 1,400,873.5 | 7 | 200,124.79 | 487.19 | 0.0000 |
itelework | 1,394,570.6 | 3 | 464,856.88 | 1131.65 | 0.0000 |
women | 1558.6158 | 1 | 1558.6158 | 3.79 | 0.0514 |
itelework#women | 25,554.251 | 3 | 8518.0836 | 20.74 | 0.0000 |
Working time quality | 305,623.29 | 7 | 43,660.47 | 212.31 | 0.0000 |
itelework | 91,048.303 | 3 | 30,349.434 | 147.58 | 0.0000 |
women | 42,756.193 | 1 | 42,756.193 | 207.92 | 0.0000 |
itelework#women | 6270.5508 | 3 | 2090.1836 | 10.16 | 0.0000 |
Social environment | 35,506.667 | 7 | 5072.381 | 9.43 | 0.0000 |
itelework | 21,087.961 | 3 | 7029.3204 | 13.07 | 0.0000 |
women | 9903.8665 | 1 | 9903.8665 | 18.41 | 0.0000 |
itelework#women | 11,063.559 | 3 | 3687.8531 | 3687.853 | 0.0001 |
Prospects | 183,337.05 | 7 | 26,191.007 | 68.08 | 0.0000 |
itelework | 169,027.04 | 3 | 56,342.346 | 146.46 | 0.0000 |
women | 7070.9896 | 1 | 7070.9896 | 18.38 | 0.0000 |
itelework#women | 2073.0735 | 3 | 691.02449 | 1.8 | 0.1455 |
Earnings (logincome) | 1370.6135 | 7 | 195.80,193 | 414.62 | 0.0000 |
itelework | 623.84362 | 3 | 207.94787 | 440.34 | 0.0000 |
women | 196.4288 | 1 | 196.4288 | 415.95 | 0.0000 |
itelework#women | 7.4868486 | 3 | 2.4956162 | 5.28 | 0.0012 |
Work engagement | 134.16118 | 7 | 19.165883 | 27.84 | 0.0000 |
itelework | 101.98541 | 3 | 33.995136 | 49.38 | 0.0000 |
women | 25.868528 | 1 | 25.868528 | 37.58 | 0.0000 |
itelework#women | 11.82789 | 3 | 3.94263 | 5.73 | 0.0006 |
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Variables | Not TW | Low TW | Medium TW | High TW |
---|---|---|---|---|
Total | 34,042.9 77.63% | 2258.3 5.15% | 1976.1 4.51% | 5572.6 12.71% |
Women | 45.9% | 50.8% | 45.0% | 43.9% |
Age | 46.93 | 44.91 | 48.04 | 46.39 |
Level of education | ||||
Low (0–2) | 23.3% | 8.5% | 5.5% | 12.0% |
Medium (3–4) | 51.2% | 45.2% | 39.4% | 39.0% |
High (5–8) | 25.5% | 46.2% | 55.1% | 48.9% |
Children < 15 | 0.46 | 0.49 | 0.52 | 0.53 |
Workplace size | ||||
1 worker | 17.1% | 5.4% | 9.6% | 23.7% |
2–9 workers | 23.7% | 17.2% | 20.5% | 22.2% |
10–249 workers | 40.2% | 53.3% | 46.3% | 39.7% |
250+ workers | 16.2% | 22.4% | 21.9% | 12.3% |
Occupation 1 | ||||
Managers | 4.6% | 7.1% | 9.1% | 8.9% |
Professionals | 12.9% | 31.4% | 38.1% | 34.7% |
Technicians & assoc. professionals | 12.9% | 18.3% | 19.4% | 13.1% |
Clerical support | 9.5% | 18.8% | 11.5% | 13.7% |
Activity (NACE) 1 | ||||
Industry | 17.6% | 17.5% | 16.1% | 9.3% |
Commerce & hosp. | 20.7% | 15.1% | 13.0% | 14.2% |
Public administration | 5.4% | 7.5% | 8.0% | 5.1% |
Education | 5.8% | 11.8% | 16.3% | 17.6% |
Health | 10.8% | 12.7% | 10.3% | 10.3% |
Other services | 16.6% | 21.6% | 23.2% | 22.8% |
Physical Env | Work Intensity | Skills & Discretion | Working Time | Social Env | Prospects | Log Income | Work Engagement | |
---|---|---|---|---|---|---|---|---|
Low teleworking | 1.144 *** | −0.905 ** | 5.189 *** | 3.237 *** | −0.282 | 3.208 *** | 0.129 *** | −0.277 |
(0.308) | (0.418) | (0.390) | (0.328) | (0.542) | (0.444) | (0.0157) | (0.343) | |
Medium teleworking | 0.882 *** | −2.235 *** | 6.683 *** | 1.153 *** | −0.972 * | 2.580 *** | 0.172 *** | −0.388 |
(0.323) | (0.439) | (0.409) | (0.344) | (0.572) | (0.465) | (0.0165) | (0.359) | |
High teleworking | −0.583 *** | −1.636 *** | 5.716 *** | −3.005 *** | −2.828 *** | 0.652 ** | 0.118 *** | 1.040 *** |
(0.200) | (0.272) | (0.254) | (0.213) | (0.365) | (0.289) | (0.0104) | (0.223) | |
Women | 3.525 *** | 0.471 *** | −4.097 *** | 3.815 *** | −1.286 *** | −1.829 *** | −0.346 *** | −0.416 *** |
(0.134) | (0.182) | (0.170) | (0.143) | (0.243) | (0.194) | (0.00696) | (0.149) | |
Age | 0.0775 *** | 0.233 *** | 0.109 *** | 0.106 *** | −0.0157 | −0.104 *** | 0.00337 *** | 0.0387 *** |
(0.00526) | (0.00714) | (0.00665) | (0.00560) | (0.00966) | (0.00762) | (0.000273) | (0.00584) | |
Children < 15 | −0.473 *** | −0.405 *** | 1.582 *** | −0.331 *** | −0.202 | 0.932 *** | 0.0735 *** | 0.564 *** |
(0.0804) | (0.109) | (0.102) | (0.0856) | (0.145) | (0.116) | (0.00409) | (0.0894) | |
Secondary education | 1.338 *** | −1.134 *** | 1.738 *** | −0.154 | −0.285 | 4.033 *** | 0.161 *** | 1.210 *** |
(0.181) | (0.246) | (0.229) | (0.193) | (0.338) | (0.262) | (0.00940) | (0.202) | |
Tertiary education | 3.183 *** | −3.275 *** | 7.956 *** | −0.0678 | 0.360 | 6.044 *** | 0.367 *** | 2.304 *** |
(0.222) | (0.301) | (0.281) | (0.236) | (0.408) | (0.320) | (0.0115) | (0.246) | |
NACE | 0.522 *** | 0.376 *** | 0.173 *** | 0.230 *** | −0.349 *** | −0.0264 | −0.000497 | 0.170 *** |
(0.0228) | (0.0310) | (0.0289) | (0.0243) | (0.0422) | (0.0330) | (0.00119) | (0.0254) | |
ISCO | −1.672 *** | 0.372 *** | −3.791 *** | 0.318 *** | −0.546 *** | −1.534 *** | −0.0689 *** | −0.816 *** |
(0.0324) | (0.0440) | (0.0410) | (0.0345) | (0.0589) | (0.0468) | (0.00168) | (0.0360) | |
Country | −0.053 *** | 0.016 ** | −0.025 *** | −0.097 *** | 0.055 *** | 0.00003 | −0.0091 *** | −0.102 *** |
(0.00621) | (0.00843) | (0.00786) | (0.00662) | (0.0113) | (0.00897) | (0.000320) | (0.00691) | |
Constant | 82.26 *** | 55.00 *** | 64.41 *** | 62.65 *** | 83.65 *** | 70.37 *** | 7.211 *** | 79.18 *** |
(0.416) | (0.564) | (0.526) | (0.442) | (0.758) | (0.600) | (0.0215) | (0.462) | |
Observations | 43,251 | 43,147 | 43,271 | 43,272 | 39,202 | 43,008 | 36,376 | 43,272 |
R-squared | 0.178 | 0.042 | 0.348 | 0.046 | 0.007 | 0.079 | 0.217 | 0.040 |
Prob > F | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
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Rodríguez-Modroño, P. Working Conditions and Work Engagement by Gender and Digital Work Intensity. Information 2022, 13, 277. https://doi.org/10.3390/info13060277
Rodríguez-Modroño P. Working Conditions and Work Engagement by Gender and Digital Work Intensity. Information. 2022; 13(6):277. https://doi.org/10.3390/info13060277
Chicago/Turabian StyleRodríguez-Modroño, Paula. 2022. "Working Conditions and Work Engagement by Gender and Digital Work Intensity" Information 13, no. 6: 277. https://doi.org/10.3390/info13060277
APA StyleRodríguez-Modroño, P. (2022). Working Conditions and Work Engagement by Gender and Digital Work Intensity. Information, 13(6), 277. https://doi.org/10.3390/info13060277