Table 2 Predicted probabilities of data... | Emerald Publishing

Table 2

Predicted probabilities of data analytics to improve production processes

	p.p	s.e.	p	p.p.	s.e	p
Backward participation	0.025	0.007	0.001
Forward participation				0.054	0.004	0.000
Knowledge intensive work practices	0.088	0.003	0.000	0.088	0.003	0.000
Open-ended contracts	−0.002	0.002	0.326	−0.003	0.002	0.246
Part-time contracts	−0.001	0.003	0.630	−0.003	0.003	0.304
Profit (ref = yes)
Loss	−0.016	0.011	0.150	−0.020	0.011	0.072
Broke even	−0.015	0.011	0.169	−0.015	0.011	0.165
Missing	−0.018	0.014	0.186	−0.021	0.014	0.131
Competitiveness (ref = very)
Fairly	−0.050	0.007	0.000	−0.050	0.007	0.000
Not very	−0.075	0.012	0.000	−0.070	0.012	0.000
Not at all	−0.096	0.020	0.000	−0.103	0.020	0.000
	−0.099	0.035	0.010	−0.092	0.035	0.000
Development	0.124	0.007	0.000	0.110	0.007	0.000
Organization size (ref = small (10–49))
Medium (50–249)	0.180	0.008	0.000	0.174	0.008	0.000
Large (250+)	0.387	0.011	0.000	0.298	0.011	0.000
Wald χ²		2160.85			2252.42

	p.p	s.e.	p	p.p.	s.e	p
Backward participation	0.025	0.007	0.001
Forward participation				0.054	0.004	0.000
Knowledge intensive work practices	0.088	0.003	0.000	0.088	0.003	0.000
Open-ended contracts	−0.002	0.002	0.326	−0.003	0.002	0.246
Part-time contracts	−0.001	0.003	0.630	−0.003	0.003	0.304
Profit (ref = yes)
Loss	−0.016	0.011	0.150	−0.020	0.011	0.072
Broke even	−0.015	0.011	0.169	−0.015	0.011	0.165
Missing	−0.018	0.014	0.186	−0.021	0.014	0.131
Competitiveness (ref = very)
Fairly	−0.050	0.007	0.000	−0.050	0.007	0.000
Not very	−0.075	0.012	0.000	−0.070	0.012	0.000
Not at all	−0.096	0.020	0.000	−0.103	0.020	0.000
	−0.099	0.035	0.010	−0.092	0.035	0.000
Development	0.124	0.007	0.000	0.110	0.007	0.000
Organization size (ref = small (10–49))
Medium (50–249)	0.180	0.008	0.000	0.174	0.008	0.000
Large (250+)	0.387	0.011	0.000	0.298	0.011	0.000
Wald χ²		2160.85			2252.42

Note(s): N = 20,048 companies in 15 sectors in 28 countries

Source(s): European Company Survey (ECS)