211
Appendix 3
Coefficients – process innovation
Model
Unstandardized
coefficients
Standardized
coefficients
t
Sig
Collinearity
statistics
B
Std.
error Beta
Tolerance VIF
1 Constant
2.812
0.826
3.405 0.001
Access to
resources
0.075
0.025 0.250
3.064 0.003 0.949
1.054
Entr. intentions
–0.015
0.047 –0.027
–0.327 0.744 0.949
1.054
2 Constant
3.460
2.928
1.182 0.239
Access to
resources
0.031
0.194 0.102
0.158 0.874 0.015
65.504
Entr. intentions
–0.054
0.175 –0.094
–0.310 0.757 0.069
14.510
Access to
resources – Entr.
Intentions
0.003
0.011 0.177
0.231 0.818 0.011
92.249
Dependent Variable: I have improved my production practices because other actors in my value
chain suggested it to me in the past 5 years
References
Adesina AA, Baidu-Forson J (1995) Farmers’ perceptions and adoption of new agricultural technology: evidence from analysis in Burkina Faso and Guinea, West Africa. Agric Econ 13(1):1–9
Baum JR, Frese M, Baron RA (2014) The psychology of entrepreneurship. Psychology Press,
Mahwah
Bomuhangi A, Namaalwa J, Nabanoga G (2016) Natural resources policy environment in Uganda,
implication for gendered adaptation to climate changes. Environ Sci Ind J 12(10):117
Bruton GD, Ahlstrom D (2003) An institutional view of China’s venture capital industry: explaining the differences between China and the West. J Bus Ventur 18(2):233–259
Bruton GD, Ahlstrom D, Obloj K (2008) Entrepreneurship in emerging economies: the research go
in the future. Entrep Theory Pract 32(January):1–14
Bruton GD, Ketchen DJ, Ireland RD (2013) Entrepreneurship as a solution to poverty. J Bus Ventur
28(6):683–689. Available at:. https://doi.org/10.1016/j.jbusvent.2013.05.002
Campos F et al (2017) Teaching personal initiative beats traditional training in boosting small business in West Africa. Science 357(6357):1287–1290
Cook, J. D., Hepworth, S. J., Wall, T. D., & Warr, P. B. (1981). The experience of work: A compendium and review of 249 measures and their use: Academic Press London
Dentoni D, Klerkx L (2015) Co-managing public research in Australian fisheries through convergence–divergence processes. Mar Policy 60:259–271
17 The Role of Farmers’ Entrepreneurial Orientation on Agricultural Innovations…
Appendix 3
Coefficients – process innovation
Model
Unstandardized
coefficients
Standardized
coefficients
t
Sig
Collinearity
statistics
B
Std.
error Beta
Tolerance VIF
1 Constant
2.812
0.826
3.405 0.001
Access to
resources
0.075
0.025 0.250
3.064 0.003 0.949
1.054
Entr. intentions
–0.015
0.047 –0.027
–0.327 0.744 0.949
1.054
2 Constant
3.460
2.928
1.182 0.239
Access to
resources
0.031
0.194 0.102
0.158 0.874 0.015
65.504
Entr. intentions
–0.054
0.175 –0.094
–0.310 0.757 0.069
14.510
Access to
resources – Entr.
Intentions
0.003
0.011 0.177
0.231 0.818 0.011
92.249
Dependent Variable: I have improved my production practices because other actors in my value
chain suggested it to me in the past 5 years
References
Adesina AA, Baidu-Forson J (1995) Farmers’ perceptions and adoption of new agricultural technology: evidence from analysis in Burkina Faso and Guinea, West Africa. Agric Econ 13(1):1–9
Baum JR, Frese M, Baron RA (2014) The psychology of entrepreneurship. Psychology Press,
Mahwah
Bomuhangi A, Namaalwa J, Nabanoga G (2016) Natural resources policy environment in Uganda,
implication for gendered adaptation to climate changes. Environ Sci Ind J 12(10):117
Bruton GD, Ahlstrom D (2003) An institutional view of China’s venture capital industry: explaining the differences between China and the West. J Bus Ventur 18(2):233–259
Bruton GD, Ahlstrom D, Obloj K (2008) Entrepreneurship in emerging economies: the research go
in the future. Entrep Theory Pract 32(January):1–14
Bruton GD, Ketchen DJ, Ireland RD (2013) Entrepreneurship as a solution to poverty. J Bus Ventur
28(6):683–689. Available at:. https://doi.org/10.1016/j.jbusvent.2013.05.002
Campos F et al (2017) Teaching personal initiative beats traditional training in boosting small business in West Africa. Science 357(6357):1287–1290
Cook, J. D., Hepworth, S. J., Wall, T. D., & Warr, P. B. (1981). The experience of work: A compendium and review of 249 measures and their use: Academic Press London
Dentoni D, Klerkx L (2015) Co-managing public research in Australian fisheries through convergence–divergence processes. Mar Policy 60:259–271
17 The Role of Farmers’ Entrepreneurial Orientation on Agricultural Innovations…