Table 4: Tobit Models of Knowledge Sourcing Activities - Six-Region Models
R&D Intensity |
Supply Chain |
Non-Supply Chain | ||||
Coeff. t-ratio |
Coeff. t-ratio |
Coeff. t-ratio | ||||
Constant |
-10.529 |
-2.942 |
-32.001 |
-1.888 |
-65.042 |
-2.937 |
R&D Intensity |
0.118 |
1.081 |
0.087 |
0.704 | ||
Supply Chain Collaboration |
0.031 |
2.357 |
1.278 |
17.093 | ||
Non Supply Chain Collaboration |
0.008 |
0.567 |
0.979 |
17.392 | ||
Market Position | ||||||
Plant Vintage (years) |
0.013 |
1.720 |
-0.040 |
-1.098 |
0.036 |
0.802 |
Part of Multi-Plant Group |
-0.358 |
-0.549 |
12.012 |
3.906 |
-3.377 |
-0.855 |
Production Mainly One Offs |
-0.457 |
-0.640 |
-4.938 |
-1.425 |
-0.950 |
-0.218 |
Production Mainly Small Batches |
1.236 |
2.140 |
-0.919 |
-0.334 |
4.997 |
1.438 |
Important Barriers: Risk |
0.074 |
0.114 |
6.031 |
1.971 |
0.615 |
0.162 |
Important Barriers: Returns |
1.071 |
1.848 |
0.898 |
0.325 |
-3.428 |
-0.980 |
Important Barriers: Partners |
-1.172 |
-1.139 |
-3.447 |
-0.711 |
5.627 |
0.965 |
Plant is Exporting |
0.011 |
1.063 |
-0.074 |
-1.531 |
0.104 |
1.738 |
Employment/Median Emp |
-0.089 |
-1.040 |
0.377 |
0.917 |
-0.295 |
-0.589 |
Employment in 1998 |
0.001 |
0.210 |
0.002 |
0.134 |
0.016 |
1.155 |
Employment Squared |
0.000 |
-0.316 |
-0.002 |
-0.706 |
-0.007 |
-1.665 |
Resource Base | ||||||
Workforce with Degree (%) |
0.097 |
3.809 |
0.166 |
1.318 |
-0.041 |
-0.259 |
Workforce with No Qual. (%) |
-0.023 |
-1.851 |
0.085 |
1.400 |
-0.171 |
-2.220 |
R&D Department in Plant |
7.442 |
11.745 |
4.437 |
1.457 |
15.896 |
4.276 |
R&D in Group |
-0.394 |
-0.621 |
11.152 |
3.804 |
12.676 |
3.497 |
Integrated IT Cluster |
0.863 |
1.304 |
2.269 |
0.729 |
2.973 |
0.746 |
Quality Oriented Firm |
0.644 |
1.039 |
6.854 |
2.357 |
-3.298 |
-0.895 |
Resource Barriers: Attitudes |
-1.199 |
-1.289 |
2.073 |
0.481 |
2.919 |
0.548 |
Resource Barriers: Technology |
-0.857 |
-1.107 |
0.004 |
0.001 |
4.464 |
1.010 |
Regional Indicators | ||||||
HERD per person (EU = 1.00) |
0.035 |
0.776 |
-0.046 |
-0.216 |
-0.304 |
-1.104 |
GERD per person (EU = 1.00) |
0.076 |
1.064 |
-0.080 |
-0.235 |
0.413 |
0.961 |
BERD per person (EU = 1.00) |
-0.026 |
-1.809 |
-0.020 |
-0.296 |
-0.046 |
-0.537 |
Supply Chain Collaboration (%) |
0.432 |
2.915 |
0.910 |
1.275 |
-2.383 |
-2.514 |
Non-Supply Chain Collab. (%) |
-0.340 |
-1.131 |
-1.193 |
-0.833 |
5.858 |
3.240 |
N |
1043 |
1049 |
1070 | |||
Log-L |
-2245.8 |
-2663.2 |
-1918.9 |
Note: Each model also included a set of nine industry dummy variables which are not
reported. Details of the 'Integrated IT' and 'Quality Oriented Plant' variables are given
in Annex 1.
Sources: Multi-Regional Database, Tables 1 and 2.
18
More intriguing information
1. Institutions, Social Norms, and Bargaining Power: An Analysis of Individual Leisure Time in Couple Households2. Fiscal Reform and Monetary Union in West Africa
3. Commuting in multinodal urban systems: An empirical comparison of three alternative models
4. Brauchen wir ein Konjunkturprogramm?: Kommentar
5. Barriers and Limitations in the Development of Industrial Innovation in the Region
6. Conflict and Uncertainty: A Dynamic Approach
7. Permanent and Transitory Policy Shocks in an Empirical Macro Model with Asymmetric Information
8. The name is absent
9. MATHEMATICS AS AN EXACT AND PRECISE LANGUAGE OF NATURE
10. Return Predictability and Stock Market Crashes in a Simple Rational Expectations Model