Examining the Role of Regulation in the Commercialisation of Indigenous Innovation in Sub-Saharan African Economies: Evidence from the Ghanaian Small-Scale Industry
Abstract
:1. Introduction
2. Background, Theory, and Hypotheses Development
2.1. Background
2.1.1. Promoting Indigenous Innovation in Africa
2.1.2. Commercialisation of Indigenous Innovation and Economic Performance
2.1.3. Regulation, Finance, and Organisational Support as a Triangle of Support
2.2. Theory and Hypotheses Development
2.2.1. Frugal Innovation Theory (FIT)
2.2.2. Direct Effect of Regulation on Firm Performance
2.2.3. Moderating Effects of Regulation and Firm Performance
3. Materials and Methods
3.1. Sample and Data
3.2. Constructs and Measures
3.2.1. Independent Variables
3.2.2. Independent Variables
3.3. Measurement Model
4. Results of the Structural Model
4.1. Direct Effects of Regulation on the Success of Indigenous Innovation
4.2. Moderating Effects of Regulation on Success of Indigenous Innovation
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Abdelnour, Samer, and Akbar M. Saeed. 2014. Technologizing humanitarian space: Darfur advocacy and the rape-stove Panacea. International Political Sociology 8: 145–63. [Google Scholar] [CrossRef]
- Adam, M. Anokye. 2020. Sample size determination in survey research. Journal of Scientific Research and Reports 26: 9097. [Google Scholar] [CrossRef]
- Adomako, Samuel. 2020. Environmental collaboration, sustainable innovation, and small and medium-sized enterprise growth in sub-Saharan Africa: Evidence from Ghana. Sustainable Development 28: 1609–19. [Google Scholar] [CrossRef]
- Afful, Benedict, and Gideon Owusu. 2017. Types and Drivers of Innovation in the Manufacturing Sector of Ghana. Working Paper nesra/wp/17/006. Accra: Network for Socioeconomic Research and Advancement. [Google Scholar]
- Alhassan, N. Jinbaani, Donkoh A. Samuel, Mabe N. Franklin, and Isaac Gershon Kodwo Ansah. 2016. Commercialising innovations from agricultural research in Northern Ghana and farmers willingness to pay. African Journal of Business Management 10: 140–50. [Google Scholar] [CrossRef]
- Allen, Franklin, Meijun Qian, and Jing Xie. 2019. Understanding informal financing. Journal of Financial Intermediation 39: 19–33. [Google Scholar] [CrossRef]
- Amankwah-Amoah, Joseph. 2016. The evolution of science, technology and innovation policies: A review of the Ghanaian experience. Technological Forecasting and Social Change 110: 134–42. [Google Scholar] [CrossRef]
- Amankwah-Amoah, Joseph, Yaw A. Debrah, Ben Q. Honyenuga, and Paulina N. Adzoyi. 2017. Business and government interdependence in emerging economies: Insights from hotels in Ghana. International Journal of Tourism Research 20: 72–81. [Google Scholar] [CrossRef]
- Anderson, Jamie, and Costas Markides. 2007. Strategic innovation at the base of the pyramid. MIT Sloan Management Review 49: 83. [Google Scholar]
- Anning-Dorson, Thomas. 2018. Customer involvement capability and service firm performance: The mediating role of innovation. Journal of Business Research 86: 269–80. [Google Scholar] [CrossRef]
- Atiase, Victor, and David Botchie. 2018. Does Managerial Training have any Impact on the Performance of MSE Managers? Empirical Evidence from Ghana. London: British Academy of Management. [Google Scholar]
- Azarmi, Davar. 2016. Factors affecting technology innovation and its commercialisation in firms. Modern Applied Science 10: 36–48. [Google Scholar] [CrossRef]
- Bartels, Frank L., Ritin Koria, and Elisa Vitali. 2016. Barriers to innovation: The case of Ghana and implications for developing countries. Triple Helix 3: 1–30. [Google Scholar] [CrossRef] [Green Version]
- Bayer, Emanuel, Shuba Srinivasan, Edward J. Riedl, and Bernd Skiera. 2020. The impact of online display advertising and paid search advertising relative to offline advertising on firm performance and firm value. International Journal of Research in Marketing 37: 789–804. [Google Scholar] [CrossRef]
- Bhatti, Yasser Ahmad. 2012. What is Frugal, What Is Innovation? Towards a Theory of Frugal Innovation. Available online: https://ssrn.com/abstract=2005910 (accessed on 16 January 2019).
- Botchie, David, David Sarpong, and Jianxiang Bi. 2017. Technological inclusiveness: Northern versus Chinese induced technologies in the garment industry. Technological Forecasting and Social Change 119: 310–22. [Google Scholar] [CrossRef]
- Chataway, Joanna, Rebecca Hanlin, and Raphael Kaplinsky. 2014. Inclusive innovation: An architecture for policy development. Innovation and Development 4: 33–54. [Google Scholar] [CrossRef]
- Chatterji, Manas. 2016. Technology Transfer in the Developing Countries. Berlin and Heidelberg: Springer. [Google Scholar]
- Chege, Samwel Macharia, and Daoping Wang. 2020. Information technology innovation and its impact on job creation by SMEs in developing countries: An analysis of the literature review. Technology Analysis & Strategic Management 32: 256–71. [Google Scholar]
- Cirera, Xavier, and Silvia Muzi. 2016. Measuring firm-level innovation using short questionnaires: Evidence from an experiment. World Bank Policy Research Working Paper 7696: 1–43. [Google Scholar]
- Clark, Norman, Joanna Chataway, Rebecca Hanlin, Dinar Kale, Raphael Kaplinsky, and Peter Robbins. 2009. Below the radar: What does innovation in the Asian driver economies have to offer other low income economies. Paper presented at GLOBELICS 2009, 7th International Conference, Dakar, Senegal, October 6–8. [Google Scholar]
- Cornell University, INSEAD, and WIPO. 2016. Winning with Global Innovation, Global Innovation Index, Ithaca, Fontainebleau, and Geneva. Ithaca: Cornell University. Paris: INSEAD. Geneva: WIPO. [Google Scholar]
- Cornell University, INSEAD, and WIPO. 2017. Innovation Feeding the World, Global Innovation Index, Ithaca, Fontainebleau, and Geneva. Ithaca: Cornell University. Fontainebleau: INSEAD. Geneva: WIPO. [Google Scholar]
- Cornell University, INSEAD, and WIPO. 2018. Energising the World with Innovation, Global Innovation Index, Ithaca, Fontainebleau, and Geneva. Ithaca: Cornell University. Fontainebleau: INSEAD. Geneva: WIPO. [Google Scholar]
- Cornell University, INSEAD, and WIPO. 2019. Creating Healthy Lives—The Future of Medical Innovation, Global Innovation Index Ithaca, Fontainebleau, and Geneva. Ithaca: Cornell University. Fontainebleau: INSEAD. Geneva: WIPO. [Google Scholar]
- Cozzens, Susan, and Judith Sutz. 2014. Innovation in informal settings: Reflections and proposals for a research agenda. Innovation and Development 4: 5–31. [Google Scholar] [CrossRef]
- De Jong, Gjalt, and Arjen van Witteloostuijn. 2015. Regulatory red tape and private firm performance. Public Administration 93: 34–51. [Google Scholar] [CrossRef]
- Dijkhuizen, Josette, Marjan Gorgievski, Marc van Veldhoven, and René Schalk. 2018. Well-being, personal success and business performance among entrepreneurs: A two-wave study. Journal of Happiness Studies 19: 2187–204. [Google Scholar] [CrossRef]
- Djankov, Simeon. 2009. The regulation of entry: A survey. The World Bank Research Observer 24: 183–203. [Google Scholar] [CrossRef]
- Donbesuur, Francis, George Oppong Appiagyei Ampong, Diana Owusu-Yirenkyi, and Irene Chu. 2020. Technological innovation, organisational innovation and international performance of SMEs: The moderating role of domestic institutional environment. Technological Forecasting and Social Change 161: 120252. [Google Scholar] [CrossRef]
- Dyck, Bruno, and Bruno S. Silvestre. 2019. A novel NGO approach to facilitate the adoption of sustainable innovations in low-income countries: Lessons from small-scale farms in Nicaragua. Organisation Studies 40: 443–61. [Google Scholar] [CrossRef]
- Dzansi, Dennis Yao, Patience Rambe, and William James Coleman. 2015. Enhancing new venture creation success in South Africa: A project management perspective. Problems and Perspectives in Management 13: 418–26. [Google Scholar]
- Edler, Jakob, and Jan Fagerberg. 2017. Innovation policy: What, why, and how. Oxford Review of Economic Policy 33: 2–23. [Google Scholar] [CrossRef] [Green Version]
- Edler, Jakob, Paul Cunningham, and Abdullah Gök. 2016. Handbook of Innovation Policy Impact. Cheltenham: Edward Elgar Publishing. [Google Scholar]
- Edusah, Sampson. 2014. The socioeconomic contribution of rural small-scale industries in Ghana. Journal of Economics and Sustainable Development 5: 161–72. [Google Scholar]
- Essel, Bernard Kwamena Cobbina, Faizal Adams, and Kwadwo Amankwah. 2019. Effect of entrepreneur, firm, and institutional characteristics on small-scale firm performance in Ghana. Journal of Global Entrepreneurship Research 9: 1–20. [Google Scholar] [CrossRef]
- Feige, David, and Nicholas S. Vonortas. 2017. Context appropriate technologies for development: Choosing for the future. Technological Forecasting and Social Change 119: 219–26. [Google Scholar] [CrossRef]
- Fox, Louise, Lemma W. Senbet, and Witness Simbanegavi. 2016. Youth employment in Sub-Saharan Africa: Challenges, constraints and opportunities. In Journal of African Economies. vol. 25, (Suppl. 1), pp. i3–i15. [Google Scholar]
- Fu, Xiaolan, Pierre Mohnen, and Giacomo Zanello. 2018. Innovation and productivity in formal and informal firms in Ghana. Technological Forecasting and Social Change 131: 315–25. [Google Scholar] [CrossRef]
- Gorgievski, Marian J., and Ute Stephan. 2016. Advancing the psychology of entrepreneurship: A review of the psychological literature and an introduction. Applied Psychology 65: 437–68. [Google Scholar] [CrossRef]
- Grünhagen, Marc, and Holger Berg. 2011. Modelling the antecedents of innova-tion-based growth intentions in entrepreneurial ventures—The role of perceived regulatory conditions in the German renewable energies and disease management industries. International Journal of Technology, Policy and Management 11: 220–49. [Google Scholar] [CrossRef]
- Hair, Joseph F., Jeffrey J. Risher, Marko Sarstedt, and Christian M. Ringle. 2019. When to use and how to report the results of PLS-SEM. European Business Review 31: 2–24. [Google Scholar]
- Hart, Mark, and Robert Blackburn. 2004. Labour Regulation and SMEs: A Challenge to Competitiveness and Employability? New York: Routledge. [Google Scholar]
- Hu, Xuhua, Bertha Ada Danso, Isaac Adjei Mensah, and Michael Adda. 2020. Does innovation type influence firm performance? A dilemma of star-rated hotels in Ghana. Sustainability 12: 9912. [Google Scholar] [CrossRef]
- Huang, Junbing, Yu Hao, and Hongyan Lei. 2018. Indigenous versus foreign innovation and energy intensity in China. Renewable and Sustainable Energy Reviews 81: 1721–29. [Google Scholar] [CrossRef]
- Ibrahim, Isaac. 2017. Impact of Sino-Africa economic relations on the Ghanaian Economy: The case of textiles. International Journal of Innovation and Economic Development 3: 7–27. [Google Scholar]
- Johnson, Nickie B. 2018. Facilitating Innovation in Technology Startups in Ghana: A Multiple Case Study of the Technology Entrepreneurship Ecosystem in Ghana. Master’s Thesis, Södertörn University, Huddinge, Sweden. [Google Scholar]
- Kaplinsky, Raphael, Joanna Chataway, Norman Clark, Rebecca Hanlin, Dinar Kale, Lois Muraguri, Theo Papaioannou, Peter Robbins, and Watu Wamae. 2009. Below the radar: What does innovation in emerging economies have to offer other low-income economies? International Journal of Technology Management & Sustainable Development 8: 177–97. [Google Scholar]
- Kitching, John, Mark Hart, and Nick Wilson. 2015. Burden or benefit? Regulation as a dynamic influence on small business performance. International Small Business Journal 33: 130–47. [Google Scholar] [CrossRef]
- Klepper, Steven. 2016. Experimental Capitalism: The Nanoeconomics of American High-Tech Industries. Princeton: Princeton University Press. [Google Scholar]
- Konfidants. 2021. How Well are Made in Ghana Products Represented in Ghana’s Leading Supermarkets. Available online: http://www.konfidants.com/2021/03/15/ (accessed on 24 July 2021).
- Kumar, Anil, Rohit Kr Singh, and Sachin Modgil. 2020. Exploring the relationship between ICT, SCM practices and organizational performance in agri-food supply chain. Benchmarking 27: 1003–41. [Google Scholar] [CrossRef]
- Lee, Hsiao-Hui, Jianer Zhou, and Jingqi Wang. 2018. Trade Credit Financing Under Competition and Its Impact on Firm Performance in Supply Chains. Manufacturing & Service Operations Management 20: 36–52. [Google Scholar]
- Madhavan, Harilal. 2017. Below the radar innovations and emerging property right approaches in Tibetan medicine. The Journal of World Intellectual Property 20: 239–57. [Google Scholar] [CrossRef] [Green Version]
- Mahmutaj, Lura Rexhepi, and Besnik Krasniqi. 2020. Innovation types and sales growth in small firms: Evidence from Kosovo. The South East European Journal of Economics and Business 15: 27–43. [Google Scholar] [CrossRef]
- Malesky, Edmund, and Markus Taussig. 2017. The danger of not listening to firms: Government responsiveness and the goal of regulatory compliance. Academy of Management Journal 60: 1741–70. [Google Scholar] [CrossRef]
- Mallett, Oliver, Robert Wapshott, and Tim Vorley. 2019. How do regulations affect SMEs? A review of the qualitative evidence and a research agenda. International Journal of Management Reviews 21: 294–316. [Google Scholar] [CrossRef]
- Mcintyre, Robin A. 2014. Overcoming the valley of death. Science Progress 97: 234–48. [Google Scholar] [CrossRef]
- MESTI. 2017. National Science, Technology and Innovation (DRAFT) Policy (2017–2020). Accra: Ministry of Environment, Science, Technology, and Innovation (MESTI). [Google Scholar]
- Mohd Shariff, Mohd Noor, Chea Peou, and Juhary Ali. 2010. Moderating effect of government policy on entrepreneurship and growth performance of small-medium enterprises in Cambodia. International Journal of Business and Management Science 3: 57–72. [Google Scholar]
- Moynihan, Donald P., Sanjay K. Pandey, and Bradley E. Wright. 2012. Setting the table: How transformational leadership fosters performance information use. Journal of Public Administration Research and Theory 22: 143–64. [Google Scholar] [CrossRef]
- Nwuke, Kasirim. 2015. Science, Technology and Innovation Policy in Africa in the Age of Brilliant and Disruptive Technologies: An Analysis of Policies at the National, Regional and Continental Levels. Background paper for ARIA VII. Addis Ababa: Economic Commission for Africa. [Google Scholar]
- Ockwell, David, and Rob Byrne. 2016. Sustainable Energy for All: Innovation, Technology and Pro-Poor Green Transformations. London: Routledge. [Google Scholar]
- Oderanti, Festus Oluseyi, and Feng Li. 2018. Commercialisation of eHealth innovations in the market of the U.K. healthcare sector: A framework for a sustainable business model. Psychology & Marketing 35: 120–37. [Google Scholar]
- Odoom, Raphael, George Cudjoe Agbemabiese, T. Anning-Dorson, and Priscilla Mensah. 2017. Branding capabilities and SME performance in an emerging market: The moderating effect of brand regulations. Marketing Intelligence & Planning 35: 473–87. [Google Scholar]
- Oduro, Stephen. 2020. Exploring the barriers to SMEs’ open innovation adoption in Ghana: A mixed research approach. International Journal of Innovation Science 12: 21–51. [Google Scholar] [CrossRef]
- Oduro, Stephen, and Kwamena Minta Nyarku. 2018. Incremental innovations in Ghanaian SMEs: Propensity, types, performance and management challenges. Asia-Pacific Journal of Management Research and Innovation 14: 10–21. [Google Scholar] [CrossRef]
- Oduro-Marfo, Smith. 2015. Toward a national innovation strategy: A critique of Ghana’s science, technology and innovation policy. The Innovation Journal 20: 1. [Google Scholar]
- OECD/Eurostat. 2018. Oslo Manual 2018: Guidelines for Collecting, Reporting and Using Data on Innovation, 4th ed. Luxembourg: The Measurement of Scientific, Technological and Innovation Activities, OECD Publishing and Paris/Eurostat. [Google Scholar]
- Olefirenko, Oleg, and Olena Shevliuga. 2017. Commercialisation of innovations: Peculiarities of sales policy at innovation active enterprise. Innovative Marketing 13: 6–12. [Google Scholar] [CrossRef]
- Ong, Mohd Hanafi Azman, and Fadilah Puteh. 2017. Quantitative data analysis: Choosing between SPSS, PLS, and AMOS in social science research. International Interdisciplinary Journal of Scientific Research 3: 14–25. [Google Scholar]
- Osoro, Otieno, Stephen Kirama, and Patrick Vermeulen. 2017. Factors affecting engagement and commercialisation of innovation activities of firms in Tanzania. Tanzania Economic Review 4: 73–90. [Google Scholar]
- Pelkmans, Jacques, and Andrea Renda. 2014. How can EU legislation Enable and/or Disable Innovation. European Commission. Available online: https://ec.europa.eu/futurium/en/system/files/ged/39-how_can_eu_legislation_enable_and-or_disable_innovation.pdf (accessed on 29 December 2019).
- Phelps, Edmund. 2018. The dynamism of nations: Toward a theory of indigenous innovation. Journal of Applied Corporate Finance 30: 8–26. [Google Scholar]
- Prahalad, Coimbatore Krishnarao. 2012. Bottom of the Pyramid as a Source of Breakthrough Innovations. Journal of Product Innovation Management 29: 6–12. [Google Scholar] [CrossRef]
- Prahalad, Coimbatore Krishnarao, and Raghunath Anant Mashelkar. 2010. Innovation’s holy grail. Harvard Business Review 88: 132–41. [Google Scholar]
- Quaye, Daniel, and Isaac Mensah. 2019. Marketing innovation and sustainable competitive advantage of manufacturing SMEs in Ghana. Management Decision 57: 1535–53. [Google Scholar] [CrossRef]
- Quaye, Daniel M., Kwame Ntim Sekyere, and George Acheampong. 2017. Export promotion programmes and export performance: A study of selected SMEs in the manufacturing sector of Ghana. Review of International Business and Strategy 27: 466–83. [Google Scholar] [CrossRef]
- Quaye, Wilhelmina, Gordon Akon-Yamga, Chux Daniels, Blanche Ting, and Adelaide Asante. 2019. Mapping of Science, Technology and Innovation Policy Development in Ghana Using the Transformative Change Lens. Accra: Council for Science and Industrial Research (CSIR). [Google Scholar]
- Radjou, Navi, and Jaideep Prabhu. 2015. Frugal Innovation: How to Do More with Less. London: The Economist. [Google Scholar]
- Radjou, Navi, Jaideep Prabhu, and Simone Ahuja. 2012. Jugaad Innovation: Think Frugal, Be Flexible, Generate Breakthrough Growth. Hoboken: John Wiley & Sons. [Google Scholar]
- Ragasa, Catherine, Kwaw S. Andam, Seth B. Asante, and Sena Amewu. 2020. Can local products compete against imports in West Africa? Supply-and demand-side perspectives on chicken, rice, and tilapia in Ghana. Global Food Security 26: 100448. [Google Scholar] [CrossRef]
- Rass, Matthias, Martin Dumbach, Frank Danzinger, Angelika C. Bullinger, and Kathrin M. Moeslein. 2013. Open innovation and firm performance: The mediating role of social capital. Creativity and Innovation Management 22: 177–94. [Google Scholar] [CrossRef]
- Ringle, Christian M., Sven Wende, and Jan-Michael Becker. 2015. SmartPLS 3. SmartPLS GmbH, Boenningstedt. Journal of Service Science and Management 10: 32–49. [Google Scholar]
- Robinson, A. Mark. 2018. Using multi-item psychometric scales for research and practice in human resource management. Human Resource Management 57: 739–50. [Google Scholar] [CrossRef]
- Sherman, Arie, and Tal Shavit. 2020. Work and happiness: An economic perspective. In The Routledge Companion to Happiness at Work. London: Routledge, pp. 283–93. [Google Scholar]
- Shmueli, Galit, Marko Sarstedt, Joseph F. Hair, Jun-Hwa Cheah, Hiram Ting, Santha Vaithil-ingam, and Christian M. Ringle. 2019. Predictive model assessment in PLS-SEM: Guidelines for using PLSpredict. European Journal of Marketing 53: 2322–47. [Google Scholar] [CrossRef]
- Shpak, Nestor, Sviatoslav Knyaz, N. Myroshchenko, and O. Kolomiyets. 2014. Commercialisation of high-tech products: Theoretical-methodological aspects. Econtechmod 3: 81–88. [Google Scholar]
- Tang, Kai, Yuan Qiu, and Di Zhou. 2020. Does command-and-control regulation promote green innovation performance? Evidence from China’s industrial enterprises. Science of the Total Environment 712: 136362. [Google Scholar] [CrossRef]
- Tsatsenko, Natalia. 2020. SME development, economic growth and structural change: Evidence from Ghana and South Africa. Journal of Agriculture and Environment 2: 1–13. [Google Scholar]
- Ullah, Barkat. 2019. Firm innovation in transition economies: The role of formal versus informal finance. Journal of Multinational Financial Management 50: 58–75. [Google Scholar] [CrossRef]
- UNCTAD. 2019. Report of Ghana Private Sector Development Strategy 2010–2015. Available online: https://unctad.org/en/Pages/DIAE/Entrepreneurship (accessed on 8 October 2020).
- UNESCO. 2018. Higher Education and the Sustainable Development Goals. Available online: https://en.unesco.org/themes/higher-education/sdgs (accessed on 16 March 2020).
- UNIDO. 2013. The Industrial Policy Process in Ghana. Working Paper. Available online: https://moti.gov.gh/docs/IndustrialPolicy (accessed on 2 March 2020).
- Wach, Dominika, Ute Stephan, and Marjan Gorgievski. 2016. More than money: Developing an integrative multi-factorial measure of entrepreneurial success. International Small Business Journal 34: 1098–121. [Google Scholar] [CrossRef]
- Wachinga, Hillary. 2019. National Innovation System Factors, Incentives, Culture and Institutional Linkages in Kenyan Ict Innovation Firms. Callaghan: UoN. [Google Scholar]
- Wandera, Faith Hamala. 2021. The innovation system for diffusion of small wind in Kenya: Strong, weak or absent? A technological innovation system analysis. African Journal of Science, Technology, Innovation and Development 13: 527–39. [Google Scholar] [CrossRef]
- Weyori, Alirah Emmanuel, Mulubrhan Amare, Hildegard Garming, and Hermann Waibel. 2018. Agricultural innovation systems and farm technology adoption: Findings from a study of the Ghanaian plantain sector. The Journal of Agricultural Education and Extension 24: 65–87. [Google Scholar] [CrossRef]
- World Bank Group. 2019. Ghana Digital Economy Diagnostic. Washington, DC: World Bank. Available online: https://openknowledge.worldbank.org/handle (accessed on 2 October 2020).
Frequency | % | |
---|---|---|
Geographical Zones | ||
Coastal zone | 73 | 16.1 |
Coastal Savannah zone | 73 | 16.1 |
Forest zone | 241 | 53.2 |
Savannah zone | 66 | 14.6 |
Sex | ||
Male | 185 | 40.8 |
Female | 268 | 59.2 |
Business category | ||
Food processing | 87 | 19.2 |
Cash crop processing | 67 | 14.8 |
Kente weaving | 44 | 9.7 |
Other textile & garment | 46 | 10.2 |
Wood works | 11 | 2.4 |
Metal works | 55 | 12.1 |
Poetry & ceramics | 56 | 12.4 |
Others (Building) | 87 | 19.2 |
Age of innovation/business | ||
0–2 years | 52 | 11.5 |
3–5 years | 333 | 73.5 |
6–10 years | 65 | 14.3 |
Over 10 years | 3 | 0.7 |
Types of indigenous innovation | ||
Further application of indigenous knowledge | 151 | 33.3 |
Use of indigenous inputs | 35 | 7.7 |
Adaptation of technology to indigenous knowledge | 12 | 2.6 |
Both further application and use of indigenous inputs | 169 | 37.3 |
Both further application and adaptation of technology | 71 | 15.7 |
Both use of indigenous inputs and adaptation of technology | 15 | 3.3 |
Total Sample | 453 | 100 |
Items | Loadings | SE | t-Statistics | p-Values | CA | CR | AVE |
---|---|---|---|---|---|---|---|
Employment (Emp) | 0.837 | 0.897 | 0.748 | ||||
Emp1 | 0.585 | 0.078 | 7.493 | 0.000 | |||
Emp2 | 0.801 | 0.036 | 22.219 | 0.000 | |||
Emp3 | 0.850 | 0.028 | 30.780 | 0.000 | |||
Emp4 | 0.670 | 0.051 | 13.155 | 0.000 | |||
Emp5 | 0.953 | 0.006 | 156.771 | 0.000 | |||
Emp6 | 0.943 | 0.010 | 93.360 | 0.000 | |||
Feeling of Achieved Success (FoS) | 0.909 | 0.932 | 0.733 | ||||
FoS1 | 0.788 | 0.018 | 44.141 | 0.000 | |||
FoS2 | 0.870 | 0.012 | 75.074 | 0.000 | |||
FoS3 | 0.915 | 0.008 | 114.563 | 0.000 | |||
FoS4 | 0.885 | 0.008 | 104.295 | 0.000 | |||
FoS5 | 0.817 | 0.015 | 53.818 | 0.000 | |||
Sales | 0.883 | 0.910 | 0.671 | ||||
Sales1 | 0.662 | 0.039 | 16.801 | 0.000 | |||
Sales2 | 0.828 | 0.024 | 35.234 | 0.000 | |||
Sales3 | 0.828 | 0.023 | 36.451 | 0.000 | |||
Sales4 | 0.896 | 0.014 | 66.333 | 0.000 | |||
Sales5 | 0.861 | 0.014 | 60.058 | 0.000 | |||
Finance (Fin) | 0.940 | 0.949 | 0.635 | ||||
Fin1 | 0.948 | 0.005 | 190.012 | 0.000 | |||
Fin2 | 0.706 | 0.038 | 18.689 | 0.000 | |||
Fin3 | 0.638 | 0.035 | 18.115 | 0.000 | |||
Fin4 | 0.656 | 0.034 | 19.174 | 0.000 | |||
Fin5 | 0.872 | 0.015 | 56.867 | 0.000 | |||
Fin6 | 0.916 | 0.008 | 119.907 | 0.000 | |||
Fin7 | 0.600 | 0.036 | 16.495 | 0.000 | |||
Fin8 | 0.768 | 0.018 | 42.842 | 0.000 | |||
Fin9 | 0.967 | 0.005 | 176.356 | 0.000 | |||
Fin10 | 0.965 | 0.006 | 164.086 | 0.000 | |||
Fin11 | 0.575 | 0.041 | 13.881 | 0.000 | |||
Organisational Factors (OrgF) | 0.871 | 0.904 | 0.653 | ||||
OrgF1 | 0.816 | 0.019 | 41.944 | 0.000 | |||
OrgF2 | 0.815 | 0.022 | 37.802 | 0.000 | |||
OrgF3 | 0.853 | 0.016 | 54.938 | 0.000 | |||
OrgF4 | 0.703 | 0.036 | 19.742 | 0.000 | |||
OrgF5 | 0.845 | 0.011 | 77.942 | 0.000 | |||
Regulation (Reg) | 0.919 | 0.933 | 0.635 | ||||
Reg1 | 0.854 | 0.016 | 54.759 | 0.000 | |||
Reg2 | 0.859 | 0.015 | 58.727 | 0.000 | |||
Reg3 | 0.771 | 0.022 | 34.697 | 0.000 | |||
Reg4 | 0.843 | 0.017 | 50.693 | 0.000 | |||
Reg5 | 0.685 | 0.032 | 21.341 | 0.000 | |||
Reg6 | 0.755 | 0.030 | 25.447 | 0.000 | |||
Reg7 | 0.744 | 0.026 | 28.160 | 0.000 | |||
Reg8 | 0.847 | 0.018 | 46.396 | 0.000 |
Constructs | 1 | 2 | 3 | 4 | 5 | 6 |
---|---|---|---|---|---|---|
| - | |||||
| 0.326 | - | ||||
| 0.185 | 0.195 | - | |||
| 0.150 | 0.604 | 0.081 | - | ||
| 0.386 | 0.130 | 0.112 | 0.146 | - | |
| 0.329 | 0.654 | 0.295 | 0.456 | 0.041 | - |
Model’s Summary | ||||||
---|---|---|---|---|---|---|
Construct | R2 | R2 Adjusted | Q2 | SRMR | ||
Sales | 0.090 | 0.088 | 0.089 | 0.071 | ||
Employment | 0.065 | 0.063 | 0.043 | |||
Feeling of Success | 0.363 | 0.362 | 0.309 | |||
Hypotheses | Path | VIF | β | SE | t-Values | p-Values |
H1a | Reg ≥ Sales | 1.000 | 0.300 | 0.041 | 7.341 | 0.000 |
H1b | Reg ≥ Emp | 1.000 | 0.255 | 0.036 | 7.134 | 0.000 |
H1c | Reg ≥ FoS | 1.000 | 0.603 | 0.030 | 20.107 | 0.000 |
Hypotheses | Path | β | SE | t-Values | p-Values | R2 (Q2) |
---|---|---|---|---|---|---|
H2 | Reg ≥ Inno. Perf | 0.369 | 0.042 | 8.704 | 0.000 | 0.468 (0.150) |
H3 | Fin ≥ Inno. Perf. | 0.166 | 0.057 | 2.893 | 0.004 | |
H4 | OrgF. ≥ Inno. Perf. | 0.275 | 0.056 | 4.929 | 0.000 | |
H5 | Fin * Reg ≥ Inn. Perf. | 0.092 | 0.034 | 2.730 | 0.006 | |
H6 | OrgF * Reg ≥ Inn. Perf. | 0.097 | 0.045 | 2.155 | 0.000 |
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Adjimah, H.P.; Atiase, V.Y.; Dzansi, D.Y. Examining the Role of Regulation in the Commercialisation of Indigenous Innovation in Sub-Saharan African Economies: Evidence from the Ghanaian Small-Scale Industry. Adm. Sci. 2022, 12, 118. https://doi.org/10.3390/admsci12030118
Adjimah HP, Atiase VY, Dzansi DY. Examining the Role of Regulation in the Commercialisation of Indigenous Innovation in Sub-Saharan African Economies: Evidence from the Ghanaian Small-Scale Industry. Administrative Sciences. 2022; 12(3):118. https://doi.org/10.3390/admsci12030118
Chicago/Turabian StyleAdjimah, Harrison Paul, Victor Yawo Atiase, and Dennis Yao Dzansi. 2022. "Examining the Role of Regulation in the Commercialisation of Indigenous Innovation in Sub-Saharan African Economies: Evidence from the Ghanaian Small-Scale Industry" Administrative Sciences 12, no. 3: 118. https://doi.org/10.3390/admsci12030118
APA StyleAdjimah, H. P., Atiase, V. Y., & Dzansi, D. Y. (2022). Examining the Role of Regulation in the Commercialisation of Indigenous Innovation in Sub-Saharan African Economies: Evidence from the Ghanaian Small-Scale Industry. Administrative Sciences, 12(3), 118. https://doi.org/10.3390/admsci12030118