Table 4 The results of the regression...

Table 4

The results of the regression analysis for the collaboration level

	Model1: Base model			Model 2: H2: Collaboration
	Coef	Std. Err	P > z	Coef	Std. Err	P > z
AdoptedRL17				0.436	0.189	0.021
newemployee_knowl	0.4154	0.0989	0.000	0.410	0.099	0.000
new_tech_acq	0.5045	0.1084	0.000	0.514	0.108	0.000
cost_employ_train17	15.1095	2.6465	0.000	14.905	2.637	0.000
graduate_employee17
0 < × < 5	0.7133	0.1995	0.000	0.705	0.199	0.000
5 ≤ × < 10	0.5278	0.1913	0.006	0.516	0.191	0.007
10 ≤ × < 15	0.6626	0.1908	0.001	0.627	0.191	0.001
15 ≤ × < 20	0.8876	0.2124	0.000	0.863	0.212	0.000
20 ≤ × < 30	0.7498	0.1981	0.000	0.753	0.198	0.000
30 ≤ × < 50	0.6810	0.1947	0.000	0.649	0.195	0.001
50 ≤ × < 75	0.8769	0.2092	0.000	0.856	0.209	0.000
75 ≤ ×<=100	1.1072	0.2239	0.000	1.091	0.224	0.000
sector				0.705	0.199	0.000
Food/Tobacco	−0.1923	0.3431	0.575	−0.2439	0.3434	0.478
Textiles	0.5158	0.3102	0.096	0.5300	0.3094	0.087
Wood/Paper	0.1236	0.3585	0.730	0.1485	0.3579	0.678
Chemical	0.7921	0.3096	0.011	0.7738	0.3088	0.012
Plastics	0.4342	0.3311	0.190	0.4072	0.3313	0.219
Glass/Ceramics	0.5411	0.3657	0.139	0.5063	0.3666	0.167
Metals	0.4172	0.2789	0.135	0.4194	0.2784	0.132
Electrical equipment	0.4129	0.2817	0.143	0.3909	1.3900	0.165
Machinery	0.6945	0.3138	0.027	0.7127	0.3131	0.023
Retail/Automobile	0.5486	0.3623	0.130	0.5148	0.3619	0.155
Furniture/Toys/Medical tech.	0.4623	0.2906	0.112	0.4404	0.2898	0.129
Energy/Water	−0.1791	0.2953	0.544	−0.1479	0.2948	0.616
Wholesale	0.0510	0.3249	0.875	0.0294	0.3249	0.928
Transport equipment/Postal.	−0.2496	0.3108	0.422	−0.2273	−0.7300	0.464
Media services	0.5580	0.2962	0.060	0.5722	1.9400	0.053
IT/Telecommunications	0.4912	0.3140	0.118	0.5147	0.3135	0.101
Banking/Insurance	0.4703	0.3237	0.146	0.4994	0.3231	0.122
Technical services/R&D serv.	0.5916	0.2880	0.040	0.6196	2.1600	0.031
Consulting/Advertisement	0.6319	0.2897	0.029	0.6670	0.2894	0.021
Firm-related services	0.3549	1.130	0.257	0.3523	1.1300	0.260
firm_size
50–249 employees	0.4057	0.1085	0.000	0.3996	3.6900	0.000
>=250 employees	0.3921	0.1783	0.028	0.3814	2.1500	0.032
export_perc	0.7455	0.1958	0.000	0.7557	0.1953	0.000
public_funding	0.7378	0.0996	0.000	0.7326	0.0995	0.000
sales	0.0021	0.0007	0.006	0.0021	0.0008	0.005
_cons	−1.6438	0.2658	0.000	−1.6531	0.2655	0.000

	Model1: Base model			Model 2: H2: Collaboration
	Coef	Std. Err	P > z	Coef	Std. Err	P > z
AdoptedRL17				0.436	0.189	0.021
newemployee_knowl	0.4154	0.0989	0.000	0.410	0.099	0.000
new_tech_acq	0.5045	0.1084	0.000	0.514	0.108	0.000
cost_employ_train17	15.1095	2.6465	0.000	14.905	2.637	0.000
graduate_employee17
0 < × < 5	0.7133	0.1995	0.000	0.705	0.199	0.000
5 ≤ × < 10	0.5278	0.1913	0.006	0.516	0.191	0.007
10 ≤ × < 15	0.6626	0.1908	0.001	0.627	0.191	0.001
15 ≤ × < 20	0.8876	0.2124	0.000	0.863	0.212	0.000
20 ≤ × < 30	0.7498	0.1981	0.000	0.753	0.198	0.000
30 ≤ × < 50	0.6810	0.1947	0.000	0.649	0.195	0.001
50 ≤ × < 75	0.8769	0.2092	0.000	0.856	0.209	0.000
75 ≤ ×<=100	1.1072	0.2239	0.000	1.091	0.224	0.000
sector				0.705	0.199	0.000
Food/Tobacco	−0.1923	0.3431	0.575	−0.2439	0.3434	0.478
Textiles	0.5158	0.3102	0.096	0.5300	0.3094	0.087
Wood/Paper	0.1236	0.3585	0.730	0.1485	0.3579	0.678
Chemical	0.7921	0.3096	0.011	0.7738	0.3088	0.012
Plastics	0.4342	0.3311	0.190	0.4072	0.3313	0.219
Glass/Ceramics	0.5411	0.3657	0.139	0.5063	0.3666	0.167
Metals	0.4172	0.2789	0.135	0.4194	0.2784	0.132
Electrical equipment	0.4129	0.2817	0.143	0.3909	1.3900	0.165
Machinery	0.6945	0.3138	0.027	0.7127	0.3131	0.023
Retail/Automobile	0.5486	0.3623	0.130	0.5148	0.3619	0.155
Furniture/Toys/Medical tech.	0.4623	0.2906	0.112	0.4404	0.2898	0.129
Energy/Water	−0.1791	0.2953	0.544	−0.1479	0.2948	0.616
Wholesale	0.0510	0.3249	0.875	0.0294	0.3249	0.928
Transport equipment/Postal.	−0.2496	0.3108	0.422	−0.2273	−0.7300	0.464
Media services	0.5580	0.2962	0.060	0.5722	1.9400	0.053
IT/Telecommunications	0.4912	0.3140	0.118	0.5147	0.3135	0.101
Banking/Insurance	0.4703	0.3237	0.146	0.4994	0.3231	0.122
Technical services/R&D serv.	0.5916	0.2880	0.040	0.6196	2.1600	0.031
Consulting/Advertisement	0.6319	0.2897	0.029	0.6670	0.2894	0.021
Firm-related services	0.3549	1.130	0.257	0.3523	1.1300	0.260
firm_size
50–249 employees	0.4057	0.1085	0.000	0.3996	3.6900	0.000
>=250 employees	0.3921	0.1783	0.028	0.3814	2.1500	0.032
export_perc	0.7455	0.1958	0.000	0.7557	0.1953	0.000
public_funding	0.7378	0.0996	0.000	0.7326	0.0995	0.000
sales	0.0021	0.0007	0.006	0.0021	0.0008	0.005
_cons	−1.6438	0.2658	0.000	−1.6531	0.2655	0.000

Source(s): Table by authors

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