Acta Psychologica Sinica ›› 2023, Vol. 55 ›› Issue (7): 1160-1175.doi: 10.3724/SP.J.1041.2023.01160
• Reports of Empirical Studies • Previous Articles Next Articles
ZHU Yanghao1, LONG Lirong1, LIU Wenxing2()
Received:
2022-06-06
Published:
2023-07-25
Online:
2023-04-21
Contact:
LIU Wenxing
E-mail:kekexili24@163.com
Supported by:
ZHU Yanghao, LONG Lirong, LIU Wenxing. (2023). Can leader gratitude expression improve employee followership behavior? The role of emotional expression authenticity. Acta Psychologica Sinica, 55(7), 1160-1175.
Path | Indirect effect | Standard error | 95% confidence interval |
---|---|---|---|
a. LGE → PP → PFB | 0.12 | 0.05 | [0.049, 0.234] |
b. LGE → PP → NFB | ?0.08 | 0.05 | [?0.212, 0.007] |
c. LGE → PD → PFB | 0.04 | 0.03 | [?0.015, 0.107] |
d. LGE → PD → NFB | ?0.16 | 0.06 | [?0.320, ?0.069] |
Differences (a ? b) | 0.20 | 0.09 | [0.068, 0.418] |
Differences (c ? d) | 0.19 | 0.07 | [0.087, 0.375] |
Differences (a ? c) | 0.08 | 0.05 | [?0.007, 0.210] |
Differences (b ? d) | 0.08 | 0.09 | [?0.057, 0.303] |
Table 1 Analysis results of the mediation effect (Bootstrapping = 5000)
Path | Indirect effect | Standard error | 95% confidence interval |
---|---|---|---|
a. LGE → PP → PFB | 0.12 | 0.05 | [0.049, 0.234] |
b. LGE → PP → NFB | ?0.08 | 0.05 | [?0.212, 0.007] |
c. LGE → PD → PFB | 0.04 | 0.03 | [?0.015, 0.107] |
d. LGE → PD → NFB | ?0.16 | 0.06 | [?0.320, ?0.069] |
Differences (a ? b) | 0.20 | 0.09 | [0.068, 0.418] |
Differences (c ? d) | 0.19 | 0.07 | [0.087, 0.375] |
Differences (a ? c) | 0.08 | 0.05 | [?0.007, 0.210] |
Differences (b ? d) | 0.08 | 0.09 | [?0.057, 0.303] |
Factors | χ2 | df | χ2/df | ?χ2/?df | CFI | TLI | RMSEA | SRMR |
---|---|---|---|---|---|---|---|---|
Seven-factor model (LGE; PA; PP; PD; PFB; NFB; SSG) | 296.93 | 188 | 1.58 | / | 0.97 | 0.96 | 0.06 | 0.05 |
Six-factor model (LGE; PA; PP; PD; PFB+NFB; SSG) | 675.97 | 194 | 3.48 | 379.04***(6) | 0.86 | 0.83 | 0.11 | 0.09 |
Five-factor model (LGE; PA; PP+PD; PFB+NFB; SSG) | 825.89 | 199 | 4.15 | 528.96***(11) | 0.81 | 0.78 | 0.13 | 0.10 |
Four-factor model (LGE+PA; PP+PD; PFB+NFB; SSG) | 1187.42 | 203 | 5.85 | 890.49***(15) | 0.71 | 0.67 | 0.16 | 0.14 |
Three-factor model (LGE+PA+PP+PD; PFB+NFB; SSG) | 1634.09 | 206 | 7.93 | 1337.16***(18) | 0.57 | 0.52 | 0.19 | 0.18 |
Two-factor model (LGE+PA+PP+PD+PFB+NFB; SSG) | 2121.23 | 208 | 10.20 | 1824.30***(20) | 0.43 | 0.37 | 0.22 | 0.19 |
Single-factor model (LGE+PA+PP+PD+PFB+NFB+SSG) | 2792.59 | 209 | 13.36 | 2495.66***(21) | 0.23 | 0.15 | 0.25 | 0.21 |
Table 2 Results of confirmatory factor analysis1( CFA results in this study are analysis results at the individual level. Considering the nesting of data structures of positive and negative followership behaviors, the multi-level CFA test is conducted by setting positive and negative followership behaviors at the team level and other variables at the individual level (Chen Chen et al., 2020; Dyer et al., 2005), the fitting results of the seven-factor model were as follows: χ2 = 344.49, df = 196, CFI = 0.95, TLI = 0.94, RMSEA = 0.06, SRMR = 0.05, which were superior to other alternative models.)
Factors | χ2 | df | χ2/df | ?χ2/?df | CFI | TLI | RMSEA | SRMR |
---|---|---|---|---|---|---|---|---|
Seven-factor model (LGE; PA; PP; PD; PFB; NFB; SSG) | 296.93 | 188 | 1.58 | / | 0.97 | 0.96 | 0.06 | 0.05 |
Six-factor model (LGE; PA; PP; PD; PFB+NFB; SSG) | 675.97 | 194 | 3.48 | 379.04***(6) | 0.86 | 0.83 | 0.11 | 0.09 |
Five-factor model (LGE; PA; PP+PD; PFB+NFB; SSG) | 825.89 | 199 | 4.15 | 528.96***(11) | 0.81 | 0.78 | 0.13 | 0.10 |
Four-factor model (LGE+PA; PP+PD; PFB+NFB; SSG) | 1187.42 | 203 | 5.85 | 890.49***(15) | 0.71 | 0.67 | 0.16 | 0.14 |
Three-factor model (LGE+PA+PP+PD; PFB+NFB; SSG) | 1634.09 | 206 | 7.93 | 1337.16***(18) | 0.57 | 0.52 | 0.19 | 0.18 |
Two-factor model (LGE+PA+PP+PD+PFB+NFB; SSG) | 2121.23 | 208 | 10.20 | 1824.30***(20) | 0.43 | 0.37 | 0.22 | 0.19 |
Single-factor model (LGE+PA+PP+PD+PFB+NFB+SSG) | 2792.59 | 209 | 13.36 | 2495.66***(21) | 0.23 | 0.15 | 0.25 | 0.21 |
Variables | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Gender | 1.55 | 0.50 | ||||||||||
2. Age | 32.73 | 6.58 | ?0.03 | |||||||||
3. Education | 3.29 | 0.83 | ?0.01 | ?0.40** | ||||||||
4. Tenure | 6.51 | 6.23 | ?0.04 | 0.79** | ?0.38** | |||||||
5. SSG | 5.48 | 1.19 | 0.06 | 0.03 | 0.09 | ?0.01 | ||||||
6. LGE | 4.24 | 1.59 | ?0.03 | 0.01 | 0.00 | 0.07 | 0.16* | |||||
7. PA | 4.35 | 1.64 | ?0.07 | 0.00 | ?0.10 | ?0.04 | ?0.03 | 0.21** | ||||
8. PP | 5.75 | 1.02 | 0.17* | ?0.01 | 0.04 | ?0.01 | 0.12 | 0.21** | 0.05 | |||
9. PD | 2.90 | 0.90 | ?0.04 | 0.15* | ?0.09 | 0.14 | ?0.04 | ?0.19** | ?0.13 | ?0.48** | ||
10. PFB | 4.94 | 0.94 | 0.21** | 0.05 | ?0.03 | 0.06 | 0.24** | 0.26** | 0.08 | 0.28** | ?0.13 | |
11. NFB | 3.02 | 0.88 | ?0.09 | 0.02 | ?0.08 | ?0.04 | ?0.08 | ?0.17* | ?0.18* | ?0.15* | 0.29** | ?0.35** |
Table 3 Descriptive statistics and correlation analysis
Variables | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1. Gender | 1.55 | 0.50 | ||||||||||
2. Age | 32.73 | 6.58 | ?0.03 | |||||||||
3. Education | 3.29 | 0.83 | ?0.01 | ?0.40** | ||||||||
4. Tenure | 6.51 | 6.23 | ?0.04 | 0.79** | ?0.38** | |||||||
5. SSG | 5.48 | 1.19 | 0.06 | 0.03 | 0.09 | ?0.01 | ||||||
6. LGE | 4.24 | 1.59 | ?0.03 | 0.01 | 0.00 | 0.07 | 0.16* | |||||
7. PA | 4.35 | 1.64 | ?0.07 | 0.00 | ?0.10 | ?0.04 | ?0.03 | 0.21** | ||||
8. PP | 5.75 | 1.02 | 0.17* | ?0.01 | 0.04 | ?0.01 | 0.12 | 0.21** | 0.05 | |||
9. PD | 2.90 | 0.90 | ?0.04 | 0.15* | ?0.09 | 0.14 | ?0.04 | ?0.19** | ?0.13 | ?0.48** | ||
10. PFB | 4.94 | 0.94 | 0.21** | 0.05 | ?0.03 | 0.06 | 0.24** | 0.26** | 0.08 | 0.28** | ?0.13 | |
11. NFB | 3.02 | 0.88 | ?0.09 | 0.02 | ?0.08 | ?0.04 | ?0.08 | ?0.17* | ?0.18* | ?0.15* | 0.29** | ?0.35** |
Figure 2. Multi-level path analysis results. Note. The report is non-standardized coefficient, and the standard error is in parentheses. The solid line indicates significant path coefficient, while the dashed line indicates insignificant path coefficient. Control variable path coefficient has been omitted for brevity. * p < 0.05, ** p < 0.01.
Emotional expression authenticity | Leader gratitude expression→Perceived leader prestige→Positive followership behavior | Leader gratitude expression→Perceived leader dominance→Negative followership behavior | ||||||
---|---|---|---|---|---|---|---|---|
Indirect effect | Standard error | 95% confidence interval | Indirect effect | Standard error | 95% confidence interval | |||
Low emotional expression authenticity | ?0.03 | 0.02 | ?0.075 | 0.007 | 0.05 | 0.04 | ?0.007 | 0.126 |
High emotional expression authenticity | 0.08 | 0.04 | 0.011 | 0.155 | ?0.11 | 0.04 | ?0.206 | ?0.036 |
Indirect effect difference between high and low conditions | 0.11 | 0.05 | 0.013 | 0.219 | ?0.16 | 0.08 | ?0.324 | ?0.037 |
Table 4 Analysis results of moderated mediation effects
Emotional expression authenticity | Leader gratitude expression→Perceived leader prestige→Positive followership behavior | Leader gratitude expression→Perceived leader dominance→Negative followership behavior | ||||||
---|---|---|---|---|---|---|---|---|
Indirect effect | Standard error | 95% confidence interval | Indirect effect | Standard error | 95% confidence interval | |||
Low emotional expression authenticity | ?0.03 | 0.02 | ?0.075 | 0.007 | 0.05 | 0.04 | ?0.007 | 0.126 |
High emotional expression authenticity | 0.08 | 0.04 | 0.011 | 0.155 | ?0.11 | 0.04 | ?0.206 | ?0.036 |
Indirect effect difference between high and low conditions | 0.11 | 0.05 | 0.013 | 0.219 | ?0.16 | 0.08 | ?0.324 | ?0.037 |
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