Table 3 Predicted probabilities for... | Emerald Publishing

Table 3

Predicted probabilities for product innovation and backward participation

	No innovation			Incremental innovation			Radical innovation
	Predicted probability	s.e.	p	Predicted probability	s.e.	p	Predicted probability	s.e.	p
Backward participation	−0.062	0.014	0.000	0.023	0.001	0.000	0.039	0.009	0.000
Knowledge-intensive work practices	−0.055	0.003	0.000	0.021	0.001	0.000	0.034	0.002	0.000
Organization size
Medium	−0.019	0.007	0.008	0.007	0.003	0.008	0.012	0.005	0.009
Large	−0.040	0.011	0.000	0.015	0.004	0.000	0.025	0.007	0.000
Robots	−0.082	0.010	0.000	0.031	0.004	0.000	0.051	0.006	0.000
DA production	−0.108	0.007	0.000	0.041	0.003	0.000	0.067	0.005	0.000
DA monitoring	−0.035	0.007	0.000	0.013	0.003	0.000	0.022	0.005	0.000
Wald χ²	1085.300 (p = 0.000)

	No innovation			Incremental innovation			Radical innovation
	Predicted probability	s.e.	p	Predicted probability	s.e.	p	Predicted probability	s.e.	p
Backward participation	−0.062	0.014	0.000	0.023	0.001	0.000	0.039	0.009	0.000
Knowledge-intensive work practices	−0.055	0.003	0.000	0.021	0.001	0.000	0.034	0.002	0.000
Organization size
Medium	−0.019	0.007	0.008	0.007	0.003	0.008	0.012	0.005	0.009
Large	−0.040	0.011	0.000	0.015	0.004	0.000	0.025	0.007	0.000
Robots	−0.082	0.010	0.000	0.031	0.004	0.000	0.051	0.006	0.000
DA production	−0.108	0.007	0.000	0.041	0.003	0.000	0.067	0.005	0.000
DA monitoring	−0.035	0.007	0.000	0.013	0.003	0.000	0.022	0.005	0.000
Wald χ²	1085.300 (p = 0.000)

Note(s): 18,854 organizations in 15 sectors in 28 countries

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