Table 2 Hierarchical regression results...

Table 2

Hierarchical regression results for technology adoption

Variables	Model 1	Model 2	Model 3	Model 4	Model 5
Control variables
Firm Size	0.24**	0.21**	0.19**	0.18**	0.17**
Firm Age	0.18**	0.16*	0.15*	0.14*	0.13*
International Exposure	0.22**	0.19**	0.18**	0.17*	0.16*
Tech Experience	0.25**	0.22**	0.20**	0.19**	0.18**
Main effects
Network Centrality (NC)		0.35**	0.32**	0.30**	0.29**
Tie Strength Div (TSD)		0.31**	0.28**	0.27**	0.26**
Institutional Voids (IV)		−0.24**	−0.22**	−0.21**	−0.20**
Absorptive Capacity (AC)		0.29**	0.27**	0.26**	0.25**
Quadratic effect
NC²			−0.18**	−0.17**	−0.16**
Two-way interactions
NC × TSD				0.23**	0.22**
NC × IV				−0.19**	−0.18**
NC × AC				0.21**	0.20**
Three-way interactions
NC × TSD × IV					−0.15**
NC × TSD × AC					0.17**
R²	0.19	0.38	0.42	0.46	0.49
ΔR²	–	0.19	0.04	0.04	0.03
F-change	12.45**	28.67**	15.34**	13.89**	11.56**

Variables	Model 1	Model 2	Model 3	Model 4	Model 5
Control variables
Firm Size	0.24**	0.21**	0.19**	0.18**	0.17**
Firm Age	0.18**	0.16*	0.15*	0.14*	0.13*
International Exposure	0.22**	0.19**	0.18**	0.17*	0.16*
Tech Experience	0.25**	0.22**	0.20**	0.19**	0.18**
Main effects
Network Centrality (NC)		0.35**	0.32**	0.30**	0.29**
Tie Strength Div (TSD)		0.31**	0.28**	0.27**	0.26**
Institutional Voids (IV)		−0.24**	−0.22**	−0.21**	−0.20**
Absorptive Capacity (AC)		0.29**	0.27**	0.26**	0.25**
Quadratic effect
NC²			−0.18**	−0.17**	−0.16**
Two-way interactions
NC × TSD				0.23**	0.22**
NC × IV				−0.19**	−0.18**
NC × AC				0.21**	0.20**
Three-way interactions
NC × TSD × IV					−0.15**
NC × TSD × AC					0.17**
R²	0.19	0.38	0.42	0.46	0.49
ΔR²	–	0.19	0.04	0.04	0.03
F-change	12.45**	28.67**	15.34**	13.89**	11.56**

Note(s): Standardized coefficients are reported. *p < 0.05; **p < 0.01

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