Table 4. LOGIT regression models... | Emerald Publishing

Table 4.

LOGIT regression models

Variable	Productivity			Market share
Variable	Total sample (1)	With R&D (2)	Without R&D (3)	Total sample (4)	With R&D (5)	Without R&D (6)
(Intercept)	−0.3526 (0.3798)	1.3333 (0.8862)	−0.5582 (0.4518)	0.2096 (0.3972)	1.1584 (1.0031)	0.2031 (0.4657)
Product innovation	−0.0262 (0.1748)	−0.1072 (0.3201)	−0.1270 (0.2422)	1.0152*** (0.2034)	0.6623** (0.3350)	1.0879*** (0.2971)
Service innovation	0.0752 (0.2910)	−0.1954 (0.5341)	0.2134 (0.3575)	0.9304** (0.3695)	0.0936 (0.5939)	1.3957*** (0.4746)
Process innovation – Production method	1.3138*** (0.1641)	0.9370*** (0.3362)	1.4080*** (0.1960)	0.9201*** (0.1722)	0.0385 (0.3640)	1.1888*** (0.2075)
Process innovation – Logistic method	0.5757*** (0.1982)	1.7988*** (0.4529)	0.1278 (0.2358)	0.0590 (0.2031)	0.6714 (0.4144)	−0.1733 (0.2456)
Process innovation – Acquisition machinery	0.1610 (0.1878)	−0.2592 (0.3540)	0.2841 (0.2291)	0.1001 (0.1982)	0.4480 (0.3933)	−0.0776 (0.2367)
Organizational innovation	0.4063** (0.1999)	0.7019* (0.3835)	0.4255* (0.2474)	−0.0859 (0.2058)	0.2419 (0.4052)	−0.1204 (0.2529)
Marketing innovation	0.1228 (0.2115)	0.4114 (0.3806)	−0.0603 (0.2671)	0.8896*** (0.2504)	0.5097 (0.4183)	1.0963*** (0.3198)
Log(Size)	0.0980* (0.0563)	−0.0128 (0.1032)	0.0944 (0.0718)	−0.0470 (0.0587)	−0.0732 (0.1068)	−0.0537 (0.0742)
Log(Age)	−0.2461* (0.1261)	−0.5225** (0.2440)	−0.1693 (0.1534)	−0.0839 (0.1308)	−0.2394 (0.2548)	−0.0447 (0.1594)
AIC	949.4399	273.9334	671.1186	875.8179	251.2893	625.7222
BIC	995.9556	308.9460	713.8473	922.3336	286.3019	668.4509
McFadden	0.0931	0.1442	0.0940	0.0914	0.0567	0.1100
Log likelihood	−464.7199	−126.9667	−325.5593	−427.9089	−115.6446	−302.8611
Deviance	929.4399	253.9334	651.1186	855.8179	231.2893	605.7222
Num. obs.	774	245	530	774	245	530

Variable	Productivity			Market share
Variable	Total sample(1)	With R&D(2)	Without R&D(3)	Total sample(4)	With R&D(5)	Without R&D(6)
(Intercept)	−0.3526 (0.3798)	1.3333 (0.8862)	−0.5582 (0.4518)	0.2096 (0.3972)	1.1584 (1.0031)	0.2031 (0.4657)
Product innovation	−0.0262 (0.1748)	−0.1072 (0.3201)	−0.1270 (0.2422)	1.0152*** (0.2034)	0.6623** (0.3350)	1.0879*** (0.2971)
Service innovation	0.0752 (0.2910)	−0.1954 (0.5341)	0.2134 (0.3575)	0.9304** (0.3695)	0.0936 (0.5939)	1.3957*** (0.4746)
Process innovation – Production method	1.3138*** (0.1641)	0.9370*** (0.3362)	1.4080*** (0.1960)	0.9201*** (0.1722)	0.0385 (0.3640)	1.1888*** (0.2075)
Process innovation – Logistic method	0.5757*** (0.1982)	1.7988*** (0.4529)	0.1278 (0.2358)	0.0590 (0.2031)	0.6714 (0.4144)	−0.1733 (0.2456)
Process innovation – Acquisition machinery	0.1610 (0.1878)	−0.2592 (0.3540)	0.2841 (0.2291)	0.1001 (0.1982)	0.4480 (0.3933)	−0.0776 (0.2367)
Organizational innovation	0.4063** (0.1999)	0.7019* (0.3835)	0.4255* (0.2474)	−0.0859 (0.2058)	0.2419 (0.4052)	−0.1204 (0.2529)
Marketing innovation	0.1228 (0.2115)	0.4114 (0.3806)	−0.0603 (0.2671)	0.8896*** (0.2504)	0.5097 (0.4183)	1.0963*** (0.3198)
Log(Size)	0.0980* (0.0563)	−0.0128 (0.1032)	0.0944 (0.0718)	−0.0470 (0.0587)	−0.0732 (0.1068)	−0.0537 (0.0742)
Log(Age)	−0.2461* (0.1261)	−0.5225** (0.2440)	−0.1693 (0.1534)	−0.0839 (0.1308)	−0.2394 (0.2548)	−0.0447 (0.1594)
AIC	949.4399	273.9334	671.1186	875.8179	251.2893	625.7222
BIC	995.9556	308.9460	713.8473	922.3336	286.3019	668.4509
McFadden	0.0931	0.1442	0.0940	0.0914	0.0567	0.1100
Log likelihood	−464.7199	−126.9667	−325.5593	−427.9089	−115.6446	−302.8611
Deviance	929.4399	253.9334	651.1186	855.8179	231.2893	605.7222
Num. obs.	774	245	530	774	245	530

Notes:

***p < 0.01; **p < 0.05; *p < 0.1

Source: Own elaboration