
The Effect of Knowledge Spillover on Productivity Enhancement in Asia Countries
Abstract
This research examines the impact of knowledge transfer on Total Factor Productivity (TFP) enhancement within APO (Asia Productivity Organization) member countries, focusing on the ICT (Information and Communications Technology) sector. It reveals that both domestic and foreign R&D capital stocks significantly boost productivity, with domestic inputs having a greater effect. The study underscores that larger technological gaps correlate with lower TFP, suggesting that narrowing these gaps through knowledge spillovers or improved human capital can increase productivity. Challenges are institutional barriers, limited absorptive capacity, and financial constraints hinder effective knowledge transfer. The findings advocate for targeted policies that enhance R&D investments, foster human capital development, and strengthen international R&D collaboration, particularly in developing nations, to optimize long-term productivity gains across various high-tech industries.
Keywords:
Absorptive capacity, Asia, Fixed effect model, Human capital, ICT, Knowledge spillover, ProductivityAcknowledgment
This manuscript is based in part on a previously published international report, APO Productivity Outlook 2024 (Asian Productivity Organization, 2024). The present article substantially revises and expands that work, and the relevant portions are used here with appropriate permission and acknowledgment.
AI Acknowledgment
Generative AI or AI-assisted technologies were not used in any way to prepare, write, or complete essential authoring tasks in this manuscript.
Conflict of Interest
The authors declare that there are no conflicts of interest in this research.
Funding
The authors received no financial support for the research, authorship, and/or publication of this article.
References
- Aaronson, D., Rissman, E. R., & Sullivan, D. G. (2004). Can sectoral reallocation explain the jobless recovery? Economic Perspectives-Federal Reserve Bank of Chicago, 28(2), 36–49.
-
Adler, G., Duval, R., Furceri, D., Çelik, S. K., Koloskova, K., & Ribeiro, M. P. (2017). Gone with the headwinds: Global productivity. IMF Staff Discussion Notes No. 2017/004.
[https://doi.org/10.5089/9781475589672.006]
-
Aghion, P., & Jaravel, X. (2015). Knowledge spillovers, innovation and growth. The Economic Journal, 125(583), 533–573.
[https://doi.org/10.1111/ecoj.12199]
- Ali, N., Hayat, U., & Manan, S. (2023). Knowledge spillover and domestic productivity across countries: The role of economic opportunities. International Journal of Contemporary Issues in Social Sciences, 2(4), 1428–1445.
-
Audretsch, D., & Belitski, M. (2020). The role of R&D and knowledge spillovers in innovation and productivity. European Economic Review, 123(C).
[https://doi.org/10.1016/j.euroecorev.2020.103391]
-
Benhabib, J., & Spiegel, M. (1994). The role of human capital in economic development evidence from aggregate cross-country data. Journal of Monetary Economics, 34(2), 143–173.
[https://doi.org/10.1016/0304-3932(94)90047-7]
-
Bernal, P., Carree, M., & Lokshin, B. (2022). Knowledge spillovers, R&D partnerships and innovation performance. Technovation, 115.
[https://doi.org/10.1016/j.technovation.2022.102456]
-
Cameron, G., Proudman, J., & Redding, S. (2005). Technological convergence, R&D, trade and productivity growth. European Economic Review, 49(3), 775–807.
[https://doi.org/10.1016/S0014-2921(03)00070-9]
-
Cantwell, J. A. (1993). Corporate technological specialisation in international industries. In Industrial concentration and economic inequality (pp. 216–232).
[https://doi.org/10.4337/9781035334599.00019]
-
Chen, S., & Dauchy, E. (2018). International technology sourcing and knowledge spillovers: Evidence from OECD countries. International Monetary Fund.
[https://doi.org/10.5089/9781484345429.001]
- Cho, S., & Kim, J. R. (2021). Population aging in Korea: implications for fiscal sustainability. Seoul Journal of Economics, 34(2), 238–264.
-
Coe, D. T., & Helpman, E. (1995). International R&D spillovers. European Economic Review, 39(5), 859–887.
[https://doi.org/10.1016/0014-2921(94)00100-E]
-
Crespi, G., Garone L. F., Maffioli, A., & Stein, E. (2020). Public support to R&D, productivity, and spillover effects: Firm-level evidence from Chile. World Development, 130(4).
[https://doi.org/10.1016/j.worlddev.2020.104948]
- Demmou, L., Stefanescu, I., & Arquie, A. (2019). Productivity growth and finance: The role of intangible assets-A sector level analysis. Economics department working papers No. 1547.
-
Engelbrecht, H. (1997). International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation. European Economic Review, 41(8), 1479–1488.
[https://doi.org/10.1016/S0014-2921(96)00046-3]
-
Engelbrecht, H. (2002). Human capital and international knowledge spillovers in TFP growth of a sample of developing countries: An exploration of alternative approaches. Applied Economics, 34(7), 831–841.
[https://doi.org/10.1080/00036840110061947]
-
Engelbrecht, H. J. (1997). International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation. European Economic Review, 41(8), 1479–1488.
[https://doi.org/10.1016/S0014-2921(96)00046-3]
-
Eugster, J., Ho, G., Jaumotte, F., & Piazza, R. (2018). International knowledge spillovers. IMF Working Paper No. 18/269. https://ssrn.com/abstract=3333721
[https://doi.org/10.5089/9781484385067.001]
-
Feinberg, E., & Majumdar, K. (2001). Technology spillovers from foreign direct investment in the Indian pharmaceutical industry. Journal of international Business Studies, 32(3), 421–437.
[https://doi.org/10.1057/palgrave.jibs.8490975]
-
Foster-McGregor, N., Pöschl, J., & Stehrer, R. (2017). The importance of absorptive capacities: Productivity effects of international R&D spillovers through intermediate inputs. Economics of Innovation and New Technology, 26(8), 719–733.
[https://doi.org/10.1080/10438599.2016.1257445]
-
Fracasso, A., & Vittucci Marzetti, G. (2015). International trade and R&D spillovers. Journal of International Economics, 96(1), 138–149.
[https://doi.org/10.1016/j.jinteco.2015.01.010]
-
Gömleksiz, M. (2023). International knowledge spillovers and economic growth: New evidence from high-tech imports and R&D cooperation. Istanbul Journal of Economics, 73(1), 281–306.
[https://doi.org/10.26650/ISTJECON2022-1195566]
-
Gonçalves, E., Taveira, G., Labrador, A., & Pio, J. G. (2021). Is trade openness a carrier of knowledge spillovers for developed and developing countries? Structural Change and Economic Dynamics, 58(C), 66–75.
[https://doi.org/10.1016/j.strueco.2021.03.006]
-
Griffith, R., Redding, S., & Van Reenen, J. (2004). Mapping the two faces of R&D: Productivity growth in a panel of OECD industries. Review of Economics and Statistics, 86(4), 883–895.
[https://doi.org/10.1162/0034653043125194]
-
Griliches, Z. (1980). R & D and the productivity slowdown. The American Economic Review, 70(2), 343–348.
[https://doi.org/10.3386/w0434]
-
Griliches, Z. (1992). The search for R&D spillovers. Scandinavian Journal of Economics, 94, 29–47.
[https://doi.org/10.2307/3440244]
- Han, J. (2018). Measuring social returns to R&D and two countervailing spillovers. KDI Policy Study 2018-18(Kor). https://ssrn.com/abstract=3491580
-
Jordaan, J., Douw, W., & Qiang, C. Z. (2020). Multinational corporation affiliates, backward linkages, and productivity spillovers in developing and emerging economies: Evidence and policy making (Policy Research Working Paper Series 9364). The World Bank.
[https://doi.org/10.1596/1813-9450-9364]
-
Kao, C., Chiang, M., & Chen, B. (1999). International R&D spillovers: An application of estimation and inference in panel cointegration. Oxford Bulletin of Economics and Statistics, 61, 691–709.
[https://doi.org/10.1111/1468-0084.61.s1.16]
- Kaur, M., & Singh, L. (2017). Knowledge spillovers across developing. Seoul Journal of Economics, 30(3), 319–352.
-
Kim, T., Maskus, K., & Oh, K. Y. (2014). Effects of knowledge spillovers on knowledge production and productivity growth in Korean manufacturing firms. Asian Economic Journal, 28(1), 63–79.
[https://doi.org/10.1111/asej.12025]
-
Lichtenberg, F. R., & van Pottelsberghe de la Potterie, B. (1998). International R&D spillovers: A comment. European Economic Review, 42(8), 1483-1491.
[https://doi.org/10.1016/S0014-2921(97)00089-5]
- McGowan, M. A., Andrews, D., Criscuolo, C., & Nicoletti, G. (2015). The future of productivity. OECD.
-
Min, S., Kim, J., & Sawng, Y. W. (2020). The effect of innovation network size and public R&D investment on regional innovation efficiency. Technological Forecasting and Social Change, 155.
[https://doi.org/10.1016/j.techfore.2020.119998]
- Nelson, R. R., & Phelps, E. S. (1966). Investment in humans, technological diffusion, and economic growth. The American Economic Review, 56(1/2), 69–75.
-
Nonnis, A., Bounfour, A., & Kim, K. (2023). Knowledge spillovers and intangible complementarities: Empirical case of European countries. Research Policy, 52(1).
[https://doi.org/10.1016/j.respol.2022.104611]
- Piermartini, R., & Rubínová, S. (2014). Knowledge spillovers through international supply chains (WTO working paper ERSD-2014-11). World Trade Organization.
-
Singh, L. (2004). Technological progress, structural change and productivity growth in the manufacturing sector of South Korea. World Review of Science, Technology and Sustainable Development, 1(1), 37–49.
[https://doi.org/10.1504/WRSTSD.2004.004854]
- Ubaldo, M., Lawless, M., & Siedschlag, I. (2018). Productivity spillovers from multinational activity to local firms in Ireland. OECD Productivity Working Papers No. 16.