Variable | Name | Type | Unit and count (%) | Mean | SD | CoefVar | Median | Max | Skewness |
---|---|---|---|---|---|---|---|---|---|
R&D budget | X1 | Continuous | (USD$ 106) | 2.00 | 2.40 | 1.20 | 1.25 | 27.00 | 2.90 |
R&D period | X2 | Continuous | (Years) | 3.16 | 1.73 | 0.55 | 3.00 | 9.84 | 1.00 |
R&D workforce | X3 | Continuous | (Man-Years) | 20.66 | 20.34 | 0.98 | 15.00 | 119.00 | 1.85 |
Patent registration | Y1 | Continuous | Â | 2.00 | 4.47 | 2.24 | 0.00 | 39.00 | 4.04 |
Sales | Y2 | Continuous | (USD$ 106) | 2.82 | 13.28 | 4.71 | 0.00 | 142.32 | 7.36 |
New employment | Y3 | Continuous | Â | 3.41 | 11.60 | 3.40 | 0.00 | 115.00 | 6.03 |
Institution type | T1 | Multinomial | Â | Â | Â | Â | Â | Â | Â |
La | 365 (17.58Â %) | Â | Â | Â | Â | Â | Â | ||
Ub | 151 (7.27Â %) | Â | Â | Â | Â | Â | Â | ||
Rc | 288 (13.87Â %) | Â | Â | Â | Â | Â | Â | ||
Sd | 1272 (61.27Â %) | Â | Â | Â | Â | Â | Â | ||
Total | 2076 (100.00Â %) | Â | Â | Â | Â | Â | Â | ||
R&D collaboration type | T2 | Multinomial | Â | Â | Â | Â | Â | Â | Â |
Sge | 207 (9.97Â %) | Â | Â | Â | Â | Â | Â | ||
Csf | 566 (27.26Â %) | Â | Â | Â | Â | Â | Â | ||
Cdg | 1303 (62.76Â %) | Â | Â | Â | Â | Â | Â | ||
Total | 2076 (100.00Â %) | Â | Â | Â | Â | Â | Â | ||
Binary conversion of Y1 | B1 | Binary | Â | 0.44 | Â | Â | Â | Â | Â |
0 | 1171 (56.41Â %) | Â | Â | Â | Â | Â | Â | ||
1 | 905 (43.59Â %) | Â | Â | Â | Â | Â | Â | ||
Total | 2076 (100.00Â %) | Â | Â | Â | Â | Â | Â | ||
Binary conversion of Y2 | B2 | Binary | Â | 0.39 | Â | Â | Â | Â | Â |
0 | 1258 (60.60Â %) | Â | Â | Â | Â | Â | Â | ||
1 | 818 (39.40Â %) | Â | Â | Â | Â | Â | Â | ||
Total | 2076 (100.00Â %) | Â | Â | Â | Â | Â | Â | ||
Binary conversion of Y3 | B3 | Binary | Â | 0.27 | Â | Â | Â | Â | Â |
0 | 1516 (73.03Â %) | Â | Â | Â | Â | Â | Â | ||
1 | 560 (26.97Â %) | Â | Â | Â | Â | Â | Â | ||
Total | 2076 (100.00Â %) | Â | Â | Â | Â | Â | Â |