| Literature DB >> 36092059 |
Abstract
Given the significance of teachers' professional success in the adequacy of education, exploring the determinants of this variable appears crucial. To address this need, this inquiry inspected the role of well-being and emotion regulation in Chinese EFL teachers' professional success. For this purpose, 357 Chinese EFL teachers were selected to answer three pre-designed questionnaires. Structural equation modeling (SEM) using Smart-PLS was implemented to analyze teacher participants' responses. The structural model revealed a strong, favorable connection between well-being, emotion regulation, and professional success. The model also demonstrated that both well-being and emotion regulation were highly influential in Chinese EFL teachers' professional success. The potential implications for EFL teachers, teacher educators, and educational authorities are further discussed.Entities:
Keywords: EFL teachers; emotion regulation; professional success; structural equation modeling; well-being
Year: 2022 PMID: 36092059 PMCID: PMC9454316 DOI: 10.3389/fpsyg.2022.952503
Source DB: PubMed Journal: Front Psychol ISSN: 1664-1078
Convergent validity, Cronbach’s alpha, and composite reliability of well-being.
| Well-being | Convergent validity reliability | |||||
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| Outer loading | AVE | Composite reliability Cronbach’s α | ||||
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| Indicators | >0.708 | >2.57 | >0.5 | >0.7 > 0.7 | ||
| Interpersonal Fit at Work (RLOC) | InterFitWrk_01 | 0.82 | 33.282 | 0.63 | 0.894 | 0.851 |
| InterFitWrk_02 | 0.829 | 33.032 | ||||
| InterFitWrk_03 | 0.835 | 35.131 | ||||
| InterFitWrk_04 | 0.839 | 36.784 | ||||
| InterFitWrk_05 | 0.725 | 10.053 | ||||
| Thriving at work (RLOC) | ThrivatWrk_01 | 0.664 | 0.908 | 0.873 | ||
| ThrivatWrk_02 | ||||||
| ThrivatWrk_03 | 0.846 | 40.373 | ||||
| ThrivatWrk_04 | 0.849 | 42.444 | ||||
| ThrivatWrk_05 | 0.853 | 49.162 | ||||
| Feeling of competency at work (RLOC) | FeelCompWrk_01 | 0.765 | 17.582 | 0.647 | 901 | 0.863 |
| FeelCompWrk_02 | 0.856 | 45.735 | ||||
| FeelCompWrk_03 | 0.834 | 36.504 | ||||
| FeelCompWrk_04 | 0.829 | 26.837 | ||||
| FeelCompWrk_05 | 0.731 | 16.001 | ||||
| Perceived recognition at work (RLOC) | PerRecWrk_01 | 0.78 | 27.84 | 0.609 | 0.884 | 0.834 |
| PerRecWrk_02 | 0.86 | 54.796 | ||||
| PerRecWrk_03 | 0.861 | 56.286 | ||||
| PerRecWrk_04 | 0.786 | 29.9 | ||||
| PerRecWrk_05 | 0.78 | 10.472 | ||||
| Desire for involvement at work (RLOC) | DesInvlvWrk_01 | 0.774 | 27.4 | 0.572 | 0.869 | 0.811 |
| DesInvlvWrk_02 | 0.763 | 12.333 | ||||
| DesInvlvWrk_03 | 0.797 | 35.555 | ||||
| DesInvlvWrk_04 | 0.809 | 29.26 | ||||
| DesInvlvWrk_05 | 0.73 | 21.047 | ||||
Cronbach’s alpha, composite reliability, and convergent validity of teacher professional success.
| Teacher professional success | Convergent validity reliability | |||||
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| Outer loading | AVE | Composite reliability Cronbach’s α | ||||
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| Indicators | >0.708 | >2.57 | >0.5 | >0.7 > 0.7 | ||
| Teaching accountability (RLOC) | TeachAcctbility_01 | 0.751 | 28.456 | 0.515 | 0.92 | 0.904 |
| TeachAcctbility_02 | 0.81 | 14.47 | ||||
| TeachAcctbility_03 | 0.858 | 17.705 | ||||
| TeachAcctbility_04 | 0.814 | 36.27 | ||||
| TeachAcctbility_05 | 0.853 | 10.111 | ||||
| TeachAcctbility_06 | 0.766 | 26.933 | ||||
| TeachAcctbility_07 | 0.771 | 35.653 | ||||
| TeachAcctbility_08 | 0.891 | 19.461 | ||||
| TeachAcctbility_09 | 0.749 | 25.847 | ||||
| TeachAcctbility_10 | 0.788 | 36.665 | ||||
| TeachAcctbility_11 | 0.897 | 18.728 | ||||
| Teaching booster (RLOC) | TeachBooster_01 | 0.789 | 32.321 | 0.626 | 0.869 | 0.799 |
| TeachBooster_02 | 0.892 | 18.456 | ||||
| TeachBooster_03 | 0.29 | 43.52 | ||||
| TeachBooster_04 | 0.846 | 49.107 | ||||
| Learning booster (RLOC) | LearnBooster_01 | 0.872 | 19.954 | 0.53 | 0.909 | 0.879 |
| LearnBooster_02 | 0.714 | 21.476 | ||||
| LearnBooster_03 | 0.767 | 31.404 | ||||
| LearnBooster_04 | 0.818 | 16.337 | ||||
| LearnBooster_05 | 0.822 | 8.296 | ||||
| LearnBooster_06 | 0.829 | 38.294 | ||||
| LearnBooster_07 | 0.801 | 35.417 | ||||
| LearnBooster_08 | 0.834 | 37.027 | ||||
| LearnBooster_09 | 0.842 | 47.777 | ||||
| LearnBooster_10 | 0.8 | 37.911 | ||||
| Interpersonal relationships (RLOC) | InterRelat_01 | 0.742 | 22.436 | 0.567 | 0.901 | 0.871 |
| InterRelat_02 | 0.845 | 15.523 | ||||
| InterRelat_03 | 0.75 | 25.814 | ||||
| InterRelat_04 | 0.87 | 17.571 | ||||
| InterRelat_05 | 0.826 | 43.133 | ||||
| InterRelat_06 | 0.816 | 22.704 | ||||
| InterRelat_07 | 0.8 | 33.987 | ||||
| Physical and emotional acceptance (RLOC) | PhyEmAcc_01 | 0.873 | 60.828 | 0.601 | 0.745 | 0.723 |
| PhyEmAcc_02 | 0.868 | 59.89 | ||||
| Availability (RLOC) | Avlbility_01 | 0.912 | 83.602 | 0.746 | 0.854 | 0.802 |
| Avlbility_02 | 0.814 | 27.298 | ||||
| Attention to All (RLOC) | AttntoAll_01 | 0.902 | 46.277 | 0.758 | 0.932 | 0.823 |
| AttntoAll_02 | 0.823 | 9.808 | ||||
| Familiarity with foreign language and culture (RLOC) | Fmilirity_01 | 0.874 | 62.807 | 0.722 | 0.954 | 0.45 |
| Fmilirity_02 | 0.84 | 34.816 | ||||
| Fmilirity_03 | 0.863 | 47.812 | ||||
| Fmilirity_04 | 0.833 | 34.589 | ||||
| Fmilirity_05 | 0.867 | 54.208 | ||||
| Fmilirity_06 | 0.838 | 40.039 | ||||
| Fmilirity_07 | 0.875 | 53.05 | ||||
| Fmilirity_08 | 0.803 | 34.355 | ||||
The results of Fornell-Larcker test.
| ID | Latent variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 |
| 1 | AttntoAll | 0.87 | |||||||||||||
| 2 | Avlbility | 0.586 | 0.864 | ||||||||||||
| 3 | DesInvlvWrk | 0.386 | 0.398 | 0.796 | |||||||||||
| 4 | Emotion Regulation | 0.241 | 0.245 | 0.393 | 0.716 | ||||||||||
| 5 | Familiarity | 0.544 | 0.464 | 0.348 | 0.112 | 0.849 | |||||||||
| 6 | FeelCompWrk | 0.376 | 0.405 | 0.773 | 0.407 | 0.383 | 0.894 | ||||||||
| 7 | InterFitWrk | 0.369 | 0.378 | 0.759 | 0.337 | 0.261 | 0.698 | 0.794 | |||||||
| 8 | InterRelat | 0.758 | 0.681 | 0.458 | 0.285 | 0.578 | 0.474 | 0.403 | 0.753 | ||||||
| 9 | LearnBooster | 0.748 | 0.751 | 0.481 | 0.248 | 0.697 | 0.487 | 0.43 | 0.833 | 0.728 | |||||
| 10 | PerRecWrk | 0.367 | 0.371 | 0.775 | 0.34 | 0.362 | 0.784 | 0.734 | 0.423 | 0.473 | 0.78 | ||||
| 11 | PhyEmAcc | 0.67 | 0.563 | 0.408 | 0.336 | 0.45 | 0.425 | 0.364 | 0.664 | 0.688 | 0.381 | 0.775 | |||
| 12 | TeachAcctbility | 0.694 | 0.678 | 0.495 | 0.288 | 0.693 | 0.499 | 0.437 | 0.653 | 0.656 | 0.458 | 0.696 | 0.718 | ||
| 13 | TeachBooster | 0.613 | 0.661 | 0.456 | 0.269 | 0.672 | 0.477 | 0.393 | 0.681 | 0.667 | 0.457 | 0.657 | 0.653 | 0.791 | |
| 14 | ThrivatWrk | 0.346 | 0.382 | 0.723 | 0.401 | 0.374 | 0.808 | 0.635 | 0.44 | 0.47 | 0.666 | 0.409 | 0.48 | 0.44 | 0.815 |
The results of Heterotrait–Monotrait test.
| ID | Latent variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
| 1 | AttntoAll | |||||||||||||
| 2 | Avlbility | 0.843 | ||||||||||||
| 3 | DesInvlvWrk | 0.52 | 0.54 | |||||||||||
| 4 | Emotion Regulation | 0.27 | 0.288 | 0.42 | ||||||||||
| 5 | Familiarity | 0.677 | 0.563 | 0.392 | 0.209 | |||||||||
| 6 | FeelCompWrk | 0.491 | 0.533 | 0.819 | 0.412 | 0.422 | ||||||||
| 7 | InterFitWrk | 0.483 | 0.507 | 0.806 | 0.345 | 0.284 | 0.804 | |||||||
| 8 | InterRelat | 0.585 | 0.875 | 0.547 | 0.284 | 0.638 | 0.545 | 0.464 | ||||||
| 9 | LearnBooster | 0.556 | 0.94 | 0.571 | 0.269 | 0.763 | 0.555 | 0.496 | 0.94 | |||||
| 10 | PerRecWrk | 0.48 | 0.495 | 0.943 | 0.358 | 0.405 | 0.821 | 0.856 | 0.495 | 0.55 | ||||
| 11 | PhyEmAcc | 0.231 | 0.455 | 0.739 | 0.592 | 0.736 | 0.717 | 0.619 | 0.262 | 0.153 | 0.693 | |||
| 12 | TeachAcctbility | 0.875 | 0.85 | 0.583 | 0.292 | 0.734 | 0.564 | 0.498 | 0.755 | 0.55 | 0.53 | 0.147 | ||
| 13 | TeachBooster | 0.82 | 0.871 | 0.56 | 0.268 | 0.764 | 0.572 | 0.47 | 0.63 | 0.617 | 0.554 | 0.157 | 0.596 | |
| 14 | ThrivatWrk | 0.446 | 0.494 | 0.854 | 0.408 | 0.41 | 0.825 | 0.721 | 0.5 | 0.536 | 0.891 | 0.738 | 0.54 | 0.52 |
FIGURE 1The structural model of the relationships between well-being, emotion regulation, and teacher professional success.
FIGURE 2The structural model with bootstrapping results.
The results of bootstrapping.
| ID | H | β |
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| H1 | Do Chinese EFL teachers’ well-being positively predict their professional success? | 0.522 | 10.676 | 0.000 | 0.319 | 0.300 |
| H2 | Do Chinese EFL teachers’ well-being positively predict their emotion regulation? | 0.422 | 9.263 | 0.000 | 0.217 | 0.278 |
| H3 | Do Chinese EFL teachers’ emotion regulation positively predict their professional success? | 0.256 | 3.047 | 0.000 | 0.047 | 0.300 |
| H4 | Do emotion regulation mediates the association between Chinese EFL teachers’ well-being and professional success? | 0.293 | 5.190 | 0.000 | NA |
The *** represents the level of significance.
Cronbach’s alpha, composite reliability, and convergent validity of emotion regulation.
| Emotion regulation | Convergent validity reliability | |||||
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| Outer loading | AVE | Composite reliability Cronbach’s α | ||||
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| Indicators | >0.708 | >2.57 | >0.5 | >0.7 > 0.7 | ||
| EmoReg_01 | 0.799 | 11.884 | 0.512 | 0.911 | 0.895 | |
| EmoReg_02 | 0.84 | 13.658 | ||||
| EmoReg_03 | 0.731 | 21.391 | ||||
| EmoReg_04 | 0.762 | 7.046 | ||||
| EmoReg_05 | 0.787 | 35.982 | ||||
| EmoReg_06 | 0.762 | 15.566 | ||||
| EmoReg_07 | 0.762 | 19.407 | ||||
| EmoReg_08 | 0.854 | 53.907 | ||||
| EmoReg_09 | 0.727 | 22.249 | ||||
| EmoReg_10 | 0.844 | 51.548 | ||||