Table 2 Statistical models Baseline...

Table 2

Statistical models

	Baseline linear model	Full linear model	Robust linear model	Random eff. Model	Random eff. Full model
(Intercept)	3.8598^***	1.3526	1.4879	3.8598^***	1.3526
(Intercept)	(0.6543)	(1.2492)	(1.2265)	(0.6543)	(1.2492)
AGE	−0.0026	0.0001	0.0012	−0.0026	0.0001
AGE	(0.0069)	(0.0070)	(0.0069)	(0.0069)	(0.0070)
GENDERMan	0.1763	0.4056	0.3968	0.1763	0.4056
GENDERMan	(0.4647)	(0.4645)	(0.4561)	(0.4647)	(0.4645)
GENDERWoman	0.0801	0.2369	0.2260	0.0801	0.2369
GENDERWoman	(0.4611)	(0.4578)	(0.4495)	(0.4611)	(0.4578)
STUDIES	−0.0462	−0.0845	−0.0722	−0.0462	−0.0845
STUDIES	(0.0816)	(0.0848)	(0.0833)	(0.0816)	(0.0848)
FEEyes	0.5002^*	0.5814^*	0.5134^*	0.5002^*	0.5814^*
FEEyes	(0.2312)	(0.2307)	(0.2266)	(0.2312)	(0.2307)
FIRM_SIZE	−0.1292⁺	−0.1902^**	−0.1723^*	−0.1292⁺	−0.1902^**
FIRM_SIZE	(0.0682)	(0.0681)	(0.0669)	(0.0682)	(0.0681)
COMMINT	0.2568^*	0.2520^*	0.2541^*	0.2568⁺	0.2520⁺
COMMINT	(0.1215)	(0.1205)	(0.1183)	(0.1215)	(0.1205)
USERAPP	0.4890^*	0.5944^**	0.5746^**	0.4890^*	0.5944^*
USERAPP	(0.2212)	(0.2242)	(0.2201)	(0.2212)	(0.2242)
POSITIONmanager	0.9133^***	0.9496^***	0.8244^**	0.9133^***	0.9496^***
POSITIONmanager	(0.2628)	(0.2561)	(0.2515)	(0.2628)	(0.2561)
POSITIONworker	0.7756^**	0.8304^**	0.7178^**	0.7756^**	0.8304^**
POSITIONworker	(0.2662)	(0.2598)	(0.2550)	(0.2662)	(0.2598)
EXTROVERTED		0.2016^*	0.1942^*		0.2016^*
EXTROVERTED		(0.0909)	(0.0893)		(0.0909)
NICE		−0.3346^**	−0.3303^**		−0.3346^**
NICE		(0.1188)	(0.1167)		(0.1188)
DILIGENT		0.1487	0.1431		0.1487
DILIGENT		(0.1155)	(0.1134)		(0.1155)
STABLE		−0.0834	−0.0707		−0.0834
STABLE		(0.0994)	(0.0976)		(0.0994)
OPEN_NEW		0.0853	0.0867		0.0853
OPEN_NEW		(0.1066)	(0.1047)		(0.1066)
TIME		4.0269^*	3.7852^*		4.0269^*
TIME		(1.6792)	(1.6488)		(1.6792)
TIMEˆ2		−1.9428^*	−1.8267^*		−1.9428^*
TIMEˆ2		(0.7745)	(0.7605)		(0.7745)
TIMEˆ3		0.2760^*	0.2596^*		0.2760^*
TIMEˆ3		(0.1062)	(0.1042)		(0.1062)
R²	0.1761	0.2918
Adj. R²	0.0992	0.1631
Num. obs.	118	118	118	118	118
AIC	240.3836	238.5259		242.3836	240.5259
Log likelihood				−108.1918	−99.2629
Num. groups: centre				16	16

	Baseline linear model	Full linear model	Robust linear model	Random eff. Model	Random eff. Full model
(Intercept)	3.8598^***	1.3526	1.4879	3.8598^***	1.3526
(Intercept)	(0.6543)	(1.2492)	(1.2265)	(0.6543)	(1.2492)
AGE	−0.0026	0.0001	0.0012	−0.0026	0.0001
AGE	(0.0069)	(0.0070)	(0.0069)	(0.0069)	(0.0070)
GENDERMan	0.1763	0.4056	0.3968	0.1763	0.4056
GENDERMan	(0.4647)	(0.4645)	(0.4561)	(0.4647)	(0.4645)
GENDERWoman	0.0801	0.2369	0.2260	0.0801	0.2369
GENDERWoman	(0.4611)	(0.4578)	(0.4495)	(0.4611)	(0.4578)
STUDIES	−0.0462	−0.0845	−0.0722	−0.0462	−0.0845
STUDIES	(0.0816)	(0.0848)	(0.0833)	(0.0816)	(0.0848)
FEEyes	0.5002^*	0.5814^*	0.5134^*	0.5002^*	0.5814^*
FEEyes	(0.2312)	(0.2307)	(0.2266)	(0.2312)	(0.2307)
FIRM_SIZE	−0.1292⁺	−0.1902^**	−0.1723^*	−0.1292⁺	−0.1902^**
FIRM_SIZE	(0.0682)	(0.0681)	(0.0669)	(0.0682)	(0.0681)
COMMINT	0.2568^*	0.2520^*	0.2541^*	0.2568⁺	0.2520⁺
COMMINT	(0.1215)	(0.1205)	(0.1183)	(0.1215)	(0.1205)
USERAPP	0.4890^*	0.5944^**	0.5746^**	0.4890^*	0.5944^*
USERAPP	(0.2212)	(0.2242)	(0.2201)	(0.2212)	(0.2242)
POSITIONmanager	0.9133^***	0.9496^***	0.8244^**	0.9133^***	0.9496^***
POSITIONmanager	(0.2628)	(0.2561)	(0.2515)	(0.2628)	(0.2561)
POSITIONworker	0.7756^**	0.8304^**	0.7178^**	0.7756^**	0.8304^**
POSITIONworker	(0.2662)	(0.2598)	(0.2550)	(0.2662)	(0.2598)
EXTROVERTED		0.2016^*	0.1942^*		0.2016^*
EXTROVERTED		(0.0909)	(0.0893)		(0.0909)
NICE		−0.3346^**	−0.3303^**		−0.3346^**
NICE		(0.1188)	(0.1167)		(0.1188)
DILIGENT		0.1487	0.1431		0.1487
DILIGENT		(0.1155)	(0.1134)		(0.1155)
STABLE		−0.0834	−0.0707		−0.0834
STABLE		(0.0994)	(0.0976)		(0.0994)
OPEN_NEW		0.0853	0.0867		0.0853
OPEN_NEW		(0.1066)	(0.1047)		(0.1066)
TIME		4.0269^*	3.7852^*		4.0269^*
TIME		(1.6792)	(1.6488)		(1.6792)
TIMEˆ2		−1.9428^*	−1.8267^*		−1.9428^*
TIMEˆ2		(0.7745)	(0.7605)		(0.7745)
TIMEˆ3		0.2760^*	0.2596^*		0.2760^*
TIMEˆ3		(0.1062)	(0.1042)		(0.1062)
R²	0.1761	0.2918
Adj. R²	0.0992	0.1631
Num. obs.	118	118	118	118	118
AIC	240.3836	238.5259		242.3836	240.5259
Log likelihood				−108.1918	−99.2629
Num. groups: centre				16	16

Note(s): ^***p < 0.001; ^**p < 0.01; ^*p < 0.05; ⁺p < 0.1

Source(s): Authors’ own work

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