the study of moderating effect of emotional intelligence on the … · 2019-04-02 · above the...
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The Study of Moderating Effect of
Emotional Intelligence on the
Relationship among Goal
Congruence, Work Engagement
and Organizational Deviance
Behavior
Hsiang Te Liu(Associate Professor, Department of Public Affairs, Ming Chuan University, Taiwan, ROC.)
Li Yi Hsu(Professor, Department of Public Administration, National Open University, Taiwan, ROC.)
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Abstract
The study focuses on finding out the moderating effect of emotional intelligence on the relationship among goal congruence, work engagement and organizational deviance behavior.
This study collected 316 valid samples from public sector in Taiwan.
We employed confirmatory factor analysis and structural equation model(SEM) to justify hypotheses
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public servants’ goal congruence, work engagement and emotional intelligence negatively affects organizational deviance behavior
emotional intelligence moderates the relationship among goal congruence, work engagement and organizational deviance behavior
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INTRODUCTION
employee organizational deviance behavior such as theft, damage to documents and disregard for supervisor orders has received increasing attention
Lack of goal congruence between supervisors and subordinates creates organizational deviance behavior, and results in an uncertain environment for organizational members
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emotional intelligence is indeed considered a factor in regulating the relationship between employee attributes and performance
few studies have examined the relationship between work engagement and organizational deviance behavior, particularly for civil servants in government agencies.
emotional intelligence can increase positive emotions in civil servants and subsequently enhance their supervisor and subordinate relationships, and reduce organizational deviance behavior.
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LITERATURE REVIEW AND
HYPOTHESIS DEVELOPMENT
H1: goal congruence negatively influences organizational deviance behavior
H2: work engagement negatively influences organizational deviance behavior
H3: emotional intelligence negatively influences organizational deviance behavior
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H4: emotional intelligence moderates the relationship between work engagement and organizational deviance behavior
H5: emotional intelligence moderates the relationship between goal congruence and organizational deviance behavior
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Conceptual framework
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Sample, Tools, and
Procedure
This study collected 316 valid samples who worked at public organization in Taiwan with the method of random sampling.
The profile of samples showed that 53.5% were females, 81.6% obtained bachelor’s degrees and master’s degrees, and 77.9% worked in institutions for more than 10 years.
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Dependent Variables
Organizational deviance behavior was measured by revising these items developed by Bennett and Robinson(2000). Subjects responded to these questions on a 7-point scale, ranging from 1 for “strongly disagree” to 7 for “strongly agree.” Internal reliability Cronbach’s α of the scale was 0.88.
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Independent Variables
Work engagement was measured by revising these items developed by Schaufeli et al. (2006). Subjects responded to these questions on a 7-point scale, ranging from 1 for “strongly disagree” to 7 for “strongly agree.” Internal reliability Cronbach’s α of the scale was 0.94.
Goal congruence was measured by revising these items developed by De Clercq et al. (2011). Subjects responded to these questions on a 5-point scale, ranging from 1 for “strongly disagree” to 5 for “strongly agree.” Internal reliability Cronbach’s α of the scale was 0.87.
Emotional intelligence was measured by revising these items developed by Wong and Law (2002). Subjects responded to these questions on a 7-point scale, ranging from 1 for “strongly disagree” to 7 for “strongly agree.” Internal reliability Cronbach’s α of the scale was 0.88.
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Controlling for Common
Method Variance(CMV)
First, respondents were assured of the anonymity and confidentiality in this study
Secondly, this study simultaneously adopted 5 and 7 point likert scale in our measures
The single factor just accounted only 49% covariance between the measures, it justified CMV was not a pervasive issue in this study.
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Validity and Reliability
Analysis
Constructs’ AVE ranged from 0.66 - 0.76 (>0.5) in this study, above the level recommended by Fornell & Larcker(1981).
CR ranged 0.91-0.95 (>0.7), above the level recommended by Hair et al.(1998).
all constructs’ square root of AVE were greater than inter-construct correlations, ranged from 0.82 to 0.87and reconfirmed satisfactory discriminant validity
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Construct loading
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Constructs Items Lambda
Loading t value AVE CR α
work
engagement(WE
)
WE1 0.89 54.75
0.76 0.95 0.94
WE2 0.75 23.29
WE3 0.92 126.04
WE4 0.90 82.86
WE5 0.89 61.11
WE6 0.87 57.13
organizational
deviance
behavior(ODB)
ODB1 0.81 28.48
0.73 0.92 0.88 ODB2 0.88 58.71
ODB3 0.91 70.18
ODB4 0.82 39.96
emotional
intelligence(EI) EI1 0.77 28.99
0.73 0.92 0.88 EI2 0.93 144.06
EI3 0.77 19.13
EI4 0.85 48.57
goal
congruence(GC) GC1 0.82 37.80
0.66 0.91 0.87
GC2 0.89 65.57
GC3 0.74 23.98
GC4 0.83 46.88
GC5 0.79 28.64
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Square root of AVE and inter-
correlations
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ODB EI WE GC ASV MSV AVE
ODB (0.86) 0.47 0.57 0.73
EI -0.75 (0.83) 0.47 0.65 0.69
WE -0.72 0.81 (0.87) 0.43 0.65 0.76
GC -0.57 0.43 0.37 (0.82) 0.21 0.33 0.66
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Model Fit Analysis
the GFI of the conceptual model of this study is 0.97, which is greater than 0.90, indicating that the hypothetical model can be accepted. The SRMR is 0.09; the RMSEA is 0.19, which is slightly above the criterion of 0.08 and 0.05
AGFI is 0.97; NNFI is 0.93; NFI is 0.93; CFI is 0.94; IFI is 0.94; RFI is 0.91, all are higher than the criterion of 0.90, indicating that the hypothesis model can be accepted.
The PNFI is 0.79; the PGFI is 0.75, which is higher than the criterion of 0.50. The mode AIC is 1814.43, which is less than the 12366.63 of the independent AIC, which meets the general requirements.
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Summary of hypotheses
testing results
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Causal Path Coefficients Standard
Deviation T Statistics
Accept or
Reject
H1: goal congruence ->
organizational deviance
behavior
-0.26 0.05 5.63 Accept
H2: work engagement ->
organizational deviance
behavior
-0.34 0.04 9.49 Accept
H3: emotional intelligence ->
organizational deviance
behavior
-0.20 0.05 3.85 Accept
H4: work engagement *
emotional intelligence ->
organizational deviance
behavior
0.11 0.07 1.64 Accept
H5: goal congruence *
emotional intelligence ->
organizational deviance
behavior
0.12 0.06 2.06 Accept
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Moderating and Conditional
Effect
This study also used the Hayes’s program(2013) to perform a moderation analysis.
Emotional intelligence and work engagement interactions also reached statistically significant levels with a coefficient of 0.05 (p < 0.00).
Emotional intelligence and goal congruence interactions also reached statistically significant levels with a coefficient of 0.05 (p < 0.00).
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The two way interaction between work
engagement and emotional intelligence
predicting organizational deviance behavior
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The two way interaction between goal
congruence and emotional intelligence
predicting organizational deviance behavior
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DISCUSSION AND CONCLUSION
If the goals of civil servants and supervisors are consistent, it will reduce the internal deviance behavior in organization, the supervisor can also use less punishment.
Civil servants have a high sense of professionalism, and they can improve their work self-esteem and obtain social support at work. Naturally, they will also reduce organizational deviance behavior.
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For work stress and distress, civil servants with high emotional management ability, their organizational deviance behavior will reduce.
The emotional intelligence of civil servants can also moderate the relationship between work engagement, goal congruence and organizational deviance behavior.
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The End, Thank You!
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