The Intertwining Impact of Intraorganizational and Routine Networks on Routine Replication Dynamics: An Agent-Based Model

Table 4

Multiple fixed effects panel regressions.

(a) Dep. Variable: steadyTime

	Scenario I	Scenario II	Scenario III	Scenario IV
K_routine	4.9699; (0.9761)	20.1570; (2.522)	7.8355; (0.3780)	5.3655; (0.2659)
random_p	599.1148; (7.7170)		131.6095; (2.9886)
unit_AC	395.3063; (2.6732)		128.1644; (1.0353)
error_p		1450.3890; (23.913)		35.8058; (2.1019)
innovate_p		2994.8650; (33.1511)		19.0925; (3.6406)
env_Change_P			-0.7774; (0.0021)	-0.0682; (0.0015)
R-squared	338.1	617.8	149.3	105
F-statistic	9307	11850	38260	707.6
Degree of freedom	3 and 23996	3 and 11996	4 and 31195	4 and 31195
p-value	0.0000	0.0000	0.0000	0.0000

Significance codes: p < 0.001; p < 0.01; p < 0.05; p < 0.1.

(b) Dep. Variable: replicate_num

	Scenario I	Scenario II	Scenario III	Scenario IV
K_routine	4.3765; (0.1269)	6.0665; (0.2819)	2.5261; (0.1033)	3.4398; (0.0580)
random_p	108.3740; (1.0034)		94.7629; (0.8164)
unit_AC	81.4350; (0.3476)		82.5934; (0.2828)
error_p		142.4755; (2.6726)		83.8480; (0.4583)
innovate_p		80.8739; (3.7051)		5.4678; (0.7938)
env_Change_P			0.0101; (0.0006)	-0.0022; (0.0003)
R-squared	44.0	69.1	40.8	22.9
F-statistic	22580	3159	24910	9271
Degree of freedom	3 and 23996	3 and 11996	4 and 31195	4 and 31195
p-value	0.0000	0.0000	0.0000	0.0000

Significance codes: p < 0.001; p < 0.01; p < 0.05; p < 0.1.

(c) Dep. Variable: innovate_num

	Scenario I	Scenario II	Scenario III	Scenario IV
K_routine		0.2416; (0.0086)		0.2041; (0.0038)
random_p
unit_AC
error_p		1.6531; (0.0815)		0.6223; (0.0299)
innovate_p		30.4683; (0.1129)		32.7830; (0.0517)
env_Change_P				-0.0001; (0.0000)
R-squared		2.1		1.5
F-statistic		49780		10120
Degree of freedom		3 and 11996		4 and 31195
p-value		0.0000		0.0000

Significance codes: p < 0.001; p < 0.01; p < 0.05; p < 0.1.

(d) Dep. Variable: avg_Fitness

	Scenario I	Scenario II	Scenario III	Scenario IV
K_routine	0.0012; (0.0003)	0.0060; (0.0004)	0.0032; (0.0002)	0.0046; (0.0002)
random_p	0.0839; (0.0021)		0.0254; (0.0019)
unit_AC	0.0626; (0.0007)		0.0288; (0.0007)
error_p		0.0473; (0.0042)		-0.0188; (0.0019)
innovate_p		0.2273; (0.0059)	0.0001; (0.0000)	0.0124; (0.0034)
env_Change_P				0.0001; (0.0000)
R-squared	0.09	0.11	0.10	0.10
F-statistic	2994	1426	633.3	1310
Degree of freedom	3 and 23996	3 and 11996	4 and 31195	4 and 31195
p-value	0.0000	0.0000	0.0000	0.0000

Significance codes: p < 0.001; p < 0.01; p <.05; p < 0.1.