| Literature DB >> 34220347 |
Abstract
Prolonged lockdown as a part of the community mitigation steps to control the spread of the corona virus has led to massive work reorganization throughout the world. Companies as well as individuals are attempting to adjust to this new world of work. Organizations have shifted substantial parts of their work for certain sets of jobs to a "work from home (WFH)" format. The aim of this study is to investigate the relationship between WFH) work engagement and perceived employee happiness. WFH work engagement was hypothesized to be influenced by WFH autonomy, WFH convenience, and WFH psychosocial safety. All of the constructs were adapted from established scales. Convenience sampling was used for data collection as, under the circumstances, this was the only viable method. Partial least squares structural equation modelling was used for data analysis. Results from this study indicate that WFH work engagement was able to predict a 23.9% variance in perceived happiness, while exogenous constructs, such as WFH autonomy, WFH convenience, and WFH psychosocial safety, were able to predict a 25.2% variance in WFH work engagement. Further f 2 effect size (0.313) between WFH work engagement and happiness indicates high effect size. In order to assess the predictive relevance of the model, a blindfolding procedure was used to obtain Q 2 values. Q 2 values greater than zero indicate that the model has predictive relevance.Entities:
Keywords: COVID‐19; employee happiness; psychosocial safety; work engagement; work from home
Year: 2021 PMID: 34220347 PMCID: PMC8236970 DOI: 10.1002/pa.2709
Source DB: PubMed Journal: J Public Aff ISSN: 1472-3891
FIGURE 1Hypothesized model
Descriptive statistics
| Frequency | Percent | |
|---|---|---|
|
| ||
| Male | 252 | 57.3 |
| Female | 188 | 42.7 |
|
| ||
| 10 and above | 63 | 14.3 |
| 5–10 | 158 | 35.9 |
| 0–5 | 219 | 49.8 |
Validity statistics—Formatively measured constructs
| Constructs and items | VIF values | Outer loadings | Convergent validity | |
|---|---|---|---|---|
| Path coefficients |
| |||
| WFH autonomy | 0.783 | 0.612 | ||
| AUT1 | 3.823 | 0.883 | ||
| AUT2 | 3.626 | 0.885 | ||
| AUT3 | 3.401 | 0.839 | ||
| AUT4 | 3.423 | 0.879 | ||
| WFH psychosocial safety | 0.846 | 0.715 | ||
| PSS1 | 3.315 | 0.918 | ||
| PSS2 | 3.179 | 0.892 | ||
| PSS3 | 2.404 | 0.844 | ||
| PSS4 | 2.642 | 0.873 | ||
| WFH convenience | 0.871 | 0.864 | ||
| CON1 | 2.114 | 0.973 | ||
| CON2 | 2.114 | 0.864 | ||
Reliability and validity: Reflectively measured constructs
| Constructs | AVE | Composite reliability | Cronbach's alpha | HTMT ratio | Outer loadings |
|---|---|---|---|---|---|
| WFH work engagement (WE) | 0.797 | 0.922 | 0.872 | ||
| Happiness (H) | 0.813 | 0.912 | 0.813 | ||
| WE→H | 0.556 | ||||
| WE1 → WE | 0.924 | ||||
| WE2 → WE | 0.918 | ||||
| WE3 → WE | 0.944 | ||||
| H1 → H | 0.887 | ||||
| H2 → H | 0.965 |
Structural model statistics
| Original sample (O) | Sample mean (M) | Standard deviation ( | T statistics (|O/ |
| Significant/nonsignificant ( | |
|---|---|---|---|---|---|---|
|
| ||||||
| AUT ‐ > WE | 0.251 | 0.254 | 0.051 | 4.906 | 0.00 | Significant |
| CON ‐ > WE | 0.18 | 0.18 | 0.036 | 5.056 | 0.00 | Significant |
| PSS ‐ > WE | 0.239 | 0.246 | 0.045 | 5.304 | 0.00 | Significant |
| WE ‐ > H | 0.488 | 0.492 | 0.037 | 13.254 | 0.00 | Significant |
|
| ||||||
| AUT ‐ > H | 0.123 | 0.124 | 0.025 | 4.994 | 0.00 | Significant |
| CON ‐ > H | 0.088 | 0.089 | 0.02 | 4.429 | 0.00 | Significant |
| PSS ‐ > H | 0.117 | 0.121 | 0.025 | 4.756 | 0.00 | Significant |
|
| ||||||
| AUT ‐ > WE ‐ > H | 0.123 | 0.124 | 0.025 | 4.994 | 0.00 | Significant |
| CON ‐ > WE ‐ > H | 0.088 | 0.089 | 0.02 | 4.429 | 0.00 | Significant |
| PSS ‐ > WE ‐ > H | 0.117 | 0.121 | 0.025 | 4.756 | 0.00 | Significant |
|
| ||||||
| AUT ‐ > H | 0.123 | 0.124 | 0.025 | 4.994 | 0.00 | Significant |
| AUT ‐ > WE | 0.251 | 0.254 | 0.051 | 4.906 | 0.00 | Significant |
| CON ‐ > H | 0.088 | 0.089 | 0.02 | 4.429 | 0.00 | Significant |
| CON ‐ > WE | 0.18 | 0.18 | 0.036 | 5.056 | 0.00 | Significant |
| PSS ‐ > H | 0.117 | 0.121 | 0.025 | 4.756 | 0.00 | Significant |
| PSS ‐ > WE | 0.239 | 0.246 | 0.045 | 5.304 | 0.00 | Significant |
| WE ‐ > H | 0.488 | 0.492 | 0.037 | 13.254 | 0.00 | Significant |
|
|
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| WE ‐ > H | 0.313 | Large effect | ||||
|
|
| |||||
| WE | 0.252 | |||||
| H | 0.239 | |||||
|
|
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| WE | 0.194 | Moderate effect | ||||
| H | 0.192 | Moderate effect | ||||
FIGURE 2Final model
Structural model statistics and proposed hypotheses
| Hypothesis | Status |
|---|---|
| H1—There will be significant relationship between WFH autonomy and work engagement. | Accepted |
| H2—There will be significant relationship between WFH convenience and work engagement. | Accepted |
| H3—There will be significant relationship between WFH perceived psychosocial safety and work engagement. | Accepted |
| H4—There will be significant relationship between WFH work engagement and happiness | Accepted |
| S.No | Item | References |
| 1 | Working from home enables me to provide full range of services for which I am trained. | (Konrad et al., |
| 2 | Working from home allows me to set the pace of my work | |
| 3 | WFH allows me to schedule my work | |
| 4 | Working from home gives me the flexibility to make changes in the ways work is carried out. | |
| 5 | Work from home is convenient as technical support is always available | (Venkatesh et al., |
| 6 | Work from home is convenient as it saves on commuting timea | |
| 7 | Working from home makes me feel safe about myself | (Pejtersen et al., |
| 8 | Working from home makes my family feel safe about me | |
| 9 | Working from home reduces the risk of unnecessary exposure to strangersa | |
| 10 | Work from home assures safety of loved ones (family) | |
| 11 | I find the work that I do full of meaning and purpose | (Seppälä et al., |
| 12 | I am enthusiastic about my job | |
| 13 | Time flies when I am working | |
| 14 | I feel particularly pleased with the way I am these days | (Hills & Argyle, |
| 15 | I feel that the life is very rewarding |
aItems inserted after feedback from respondents.