Table 3 Results of the hierarchical...

Table 3

Results of the hierarchical regression analysis

Variable	Innovative work behavior
	Model 1	Model 2	Model 3	Model 4	Model 5	Model 6
	β (SE)	β (SE)	β (SE)	β (SE)	β (SE)	β (SE)
Gender	0.073 (0.052)	0.087* (0.044)	0.083** (0.039)	0.085** (0.039)	0.092** (0.038)	0.093** (0.038)
Age	−0.018 (0.034)	0.049 (0.029)	0.011 (0.026)	0.014 (0.026)	0.006 (0.025)	0.008 (0.025)
Education	0.074 (0.035)	0.025 (0.030)	0.005 (0.027)	0.010 (0.026)	0.012 (0.026)	0.016 (0.026)
Job Position	0.041 (0.034)	0.041 (0.028)	0.036 (0.025)	0.038 (0.025)	0.036 (0.025)	0.038 (0.025)
Tenure	−0.007 (0.023)	0.001 (0.019)	−0.046 (0.017)	−0.049 (0.017)	−0.035 (0.017)	−0.038 (0.017)
Experience	0.264*** (0.052)	0.158*** (0.045)	0.121*** (0.041)	0.115*** (0.041)	0.140*** (0.039)	0.128*** (0.040)
AIL		0.526*** (0.043)	0.302*** (0.045)	0.313*** (0.045)	0.143*** (0.051)	0.154*** (0.051)
OE			0.439*** (0.040)	0.433*** (0.040)
AIL x OE				0.083** (0.056)
MC					0.559*** (0.057)	0.558*** (0.057)
AIL x MC						0.086** (0.065)
R²	0.086	0.343	0.476	0.483	0.504	0.512
ΔR²	0.086	0.257	0.133	0.007	0.161	0.007
F	9.252***	44.161***	67.140***	61.201***	75.201***	68.684***

Variable	Innovative work behavior
	Model 1	Model 2	Model 3	Model 4	Model 5	Model 6
	β (SE)	β (SE)	β (SE)	β (SE)	β (SE)	β (SE)
Gender	0.073 (0.052)	0.087* (0.044)	0.083** (0.039)	0.085** (0.039)	0.092** (0.038)	0.093** (0.038)
Age	−0.018 (0.034)	0.049 (0.029)	0.011 (0.026)	0.014 (0.026)	0.006 (0.025)	0.008 (0.025)
Education	0.074 (0.035)	0.025 (0.030)	0.005 (0.027)	0.010 (0.026)	0.012 (0.026)	0.016 (0.026)
Job Position	0.041 (0.034)	0.041 (0.028)	0.036 (0.025)	0.038 (0.025)	0.036 (0.025)	0.038 (0.025)
Tenure	−0.007 (0.023)	0.001 (0.019)	−0.046 (0.017)	−0.049 (0.017)	−0.035 (0.017)	−0.038 (0.017)
Experience	0.264*** (0.052)	0.158*** (0.045)	0.121*** (0.041)	0.115*** (0.041)	0.140*** (0.039)	0.128*** (0.040)
AIL		0.526*** (0.043)	0.302*** (0.045)	0.313*** (0.045)	0.143*** (0.051)	0.154*** (0.051)
OE			0.439*** (0.040)	0.433*** (0.040)
AIL x OE				0.083** (0.056)
MC					0.559*** (0.057)	0.558*** (0.057)
AIL x MC						0.086** (0.065)
R²	0.086	0.343	0.476	0.483	0.504	0.512
ΔR²	0.086	0.257	0.133	0.007	0.161	0.007
F	9.252***	44.161***	67.140***	61.201***	75.201***	68.684***

Note(s): n = 621; *p < 0.05, **p < 0.01, ***p < 0.001; Experience = Experience of AI related training, AIL = AI Literacy, IB=Innovative Behavior, OE=Occupational Expertise, MC = Metacognition

Source(s): Authors’ own work

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