Table A1 EFA Factors and items Factor...

Table A1

EFA

Factors and items	Factor loadings
Factors and items	1	2	3	4	5	6
1. Diagnostic use
Track progress toward goals	0.793	−0.069	−0.391	0.104	0.257	−0.326
Monitor results	0.997	−0.014	−0.322	−0.042	−0.081	0.195
Compare outcomes to expectations	0.823	−0.180	0.031	−0.304	−0.139	0.096
2. Interactive use
Enable discussion in meetings between managers and employees or among peers	−0.019	0.806	−0.027	−0.050	−0.089	0.135
Enable continual challenge of underlying data, assumptions and action plans	0.128	0.725	0.285	−0.348	−0.144	0.177
Provide a common view of the organization	−0.130	0.887	−0.036	0.142	0.054	0.048
Tie the organization together	−0.365	0.953	−0.006	0.130	0.114	−0.214
Enable the organization to focus on common issues	0.069	0.766	0.146	−0.107	0.002	−0.066
Enable the organization to focus on critical success factors	0.165	0.707	−0.154	0.178	−0.044	−0.063
Develop a common vocabulary in the organization	0.041	0.783	0.003	0.052	0.034	−0.157
3. Exploitation
Reduce total costs	−0.059	0.013	0.985	−0.460	−0.212	0.275
Improve existing product quality	0.420	−0.025	0.843	−0.131	−0.303	0.189
Improve flexibility of processes	0.099	0.038	0.751	−0.054	0.076	−0.073
Reduce lead time	−0.030	−0.071	0.594	0.238	0.111	−0.126
Improve current processes	0.137	−0.155	0.573	−0.012	0.330	−0.206
4. Exploration
Introduce new generation of products	0.030	0.047	0.063	0.825	−0.195	0.254
Extend product range	−0.053	0.010	−0.138	0.896	−0.225	0.258
Open up new markets	−0.249	0.041	−0.365	0.960	0.067	−0.009
Enter new technology fields	−0.217	−0.023	0.066	0.813	0.083	−0.139
5. Non-financial performance
This firm is achieving its full potential	−0.142	0.008	−0.171	0.053	0.984	0.270
People at my level are satisfied with the level of firm performance	−0.271	0.098	−0.001	−0.061	0.946	0.369
This firm does a good job at satisfying our customers	0.241	0.044	−0.199	0.163	0.585	0.290
6. Financial performance
Attain market share	0.175	−0.034	0.036	0.055	0.272	0.744
Achieve sales growth	0.092	−0.047	0.205	0.068	0.195	0.808
Ensure current profitability	0.030	0.023	0.326	−0.087	0.229	0.670
% variance extracted	5.88	32.02	12.31	6.27	4.23	10.12
Cronbach's α	0.74	0.91	0.86	0.82	0.83	0.84

Factors and items	Factor loadings
Factors and items	1	2	3	4	5	6
1. Diagnostic use
Track progress toward goals	0.793	−0.069	−0.391	0.104	0.257	−0.326
Monitor results	0.997	−0.014	−0.322	−0.042	−0.081	0.195
Compare outcomes to expectations	0.823	−0.180	0.031	−0.304	−0.139	0.096
2. Interactive use
Enable discussion in meetings between managers and employees or among peers	−0.019	0.806	−0.027	−0.050	−0.089	0.135
Enable continual challenge of underlying data, assumptions and action plans	0.128	0.725	0.285	−0.348	−0.144	0.177
Provide a common view of the organization	−0.130	0.887	−0.036	0.142	0.054	0.048
Tie the organization together	−0.365	0.953	−0.006	0.130	0.114	−0.214
Enable the organization to focus on common issues	0.069	0.766	0.146	−0.107	0.002	−0.066
Enable the organization to focus on critical success factors	0.165	0.707	−0.154	0.178	−0.044	−0.063
Develop a common vocabulary in the organization	0.041	0.783	0.003	0.052	0.034	−0.157
3. Exploitation
Reduce total costs	−0.059	0.013	0.985	−0.460	−0.212	0.275
Improve existing product quality	0.420	−0.025	0.843	−0.131	−0.303	0.189
Improve flexibility of processes	0.099	0.038	0.751	−0.054	0.076	−0.073
Reduce lead time	−0.030	−0.071	0.594	0.238	0.111	−0.126
Improve current processes	0.137	−0.155	0.573	−0.012	0.330	−0.206
4. Exploration
Introduce new generation of products	0.030	0.047	0.063	0.825	−0.195	0.254
Extend product range	−0.053	0.010	−0.138	0.896	−0.225	0.258
Open up new markets	−0.249	0.041	−0.365	0.960	0.067	−0.009
Enter new technology fields	−0.217	−0.023	0.066	0.813	0.083	−0.139
5. Non-financial performance
This firm is achieving its full potential	−0.142	0.008	−0.171	0.053	0.984	0.270
People at my level are satisfied with the level of firm performance	−0.271	0.098	−0.001	−0.061	0.946	0.369
This firm does a good job at satisfying our customers	0.241	0.044	−0.199	0.163	0.585	0.290
6. Financial performance
Attain market share	0.175	−0.034	0.036	0.055	0.272	0.744
Achieve sales growth	0.092	−0.047	0.205	0.068	0.195	0.808
Ensure current profitability	0.030	0.023	0.326	−0.087	0.229	0.670
% variance extracted	5.88	32.02	12.31	6.27	4.23	10.12
Cronbach's α	0.74	0.91	0.86	0.82	0.83	0.84

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