Table 5 Predicted probabilities for... | Emerald Publishing

Table 5

Predicted probabilities for product innovation and forward participation

	No innovation			Incremental innovation			Radical innovation
	Predicted probability	s.e.	p	Predicted probability	s.e.	p	Predicted probability	s.e.	p
Forward participation	−0.018	0.003	0.000	0.007	0.001	0.000	0.011	0.002	0.000
Knowledge-intensive work practices	−0.054	0.003	0.000	0.020	0.001	0.000	0.034	0.002	0.000
Organization size
Medium	−0.018	0.007	0.011	0.007	0.003	0.011	0.011	0.005	0.012
Large	−0.038	0.011	0.006	0.014	0.004	0.000	0.024	0.007	0.000
Robots	−0.084	0.010	0.000	0.031	0.004	0.000	0.053	0.006	0.000
DA production	−0.108	0.007	0.000	0.040	0.003	0.000	0.068	0.005	0.000
DA monitoring	−0.036	0.007	0.000	0.013	0.003	0.000	0.022	0.004	0.000
Wald χ²	1130.870 (p = 0.000)

	No innovation			Incremental innovation			Radical innovation
	Predicted probability	s.e.	p	Predicted probability	s.e.	p	Predicted probability	s.e.	p
Forward participation	−0.018	0.003	0.000	0.007	0.001	0.000	0.011	0.002	0.000
Knowledge-intensive work practices	−0.054	0.003	0.000	0.020	0.001	0.000	0.034	0.002	0.000
Organization size
Medium	−0.018	0.007	0.011	0.007	0.003	0.011	0.011	0.005	0.012
Large	−0.038	0.011	0.006	0.014	0.004	0.000	0.024	0.007	0.000
Robots	−0.084	0.010	0.000	0.031	0.004	0.000	0.053	0.006	0.000
DA production	−0.108	0.007	0.000	0.040	0.003	0.000	0.068	0.005	0.000
DA monitoring	−0.036	0.007	0.000	0.013	0.003	0.000	0.022	0.004	0.000
Wald χ²	1130.870 (p = 0.000)

Note(s): 19,069 organizations in 15 sectors in 28 countries

Source(s): European Company Survey (ECS), Table by authors