Nguyễn Thu Giang Lê Đức Đàm *

* Tác giả liên hệ (k56.1714410040@ftu.edu.vn)

Abstract

This research aims to analyze the impacts of digitalization on the global value chains participation of Vietnam manufacturing firms. The data of this study were extracted from Annual Enterprises Survey (AES) and Technology and Competitiveness Survey (TCS) collected annually of manufacturing firms from 2012 to 2018 by General Statistics Office.  The results indicated that digitalization enhanced the participation in global value chains of manufacturing firms in Vietnam. Furthermore, compared to their counterparts in high-tech industries, firms that operate in low-tech industries tend to better leverage digitalization to integrate themselves into global value chains.

Keywords: Digitalization, global value chains, information communication technologies, manufacturing firms, Sâm Ngọc Linh (Panax vietnamensis Ha et Grushv.)

Tóm tắt

Mục đích nghiên cứu của bài viết là phân tích ảnh hưởng của số hóa lên tới khả năng tham gia chuỗi giá trị toàn cầu của doanh nghiệp ngành sản xuất tại Việt Nam. Số liệu trong nghiên cứu được chiết ra từ bảng Điều tra doanh nghiệp (AES) do Tổng cục Thống kê thu nhập hàng năm từ năm 2012 đến 2018 kết hợp với dữ liệu Điều tra năng lực công nghệ của doanh nghiệp ngành sản xuất (TCS). Kết quả cho thấy số hóa làm tăng khả năng doanh nghiệp ngành này tham gia vào chuỗi giá trị toàn cầu. Hơn nữa, các doanh nghiệp thuộc nhóm ngành công nghệ thấp lại có khả năng chuyển hóa lợi ích công nghệ số làm động lực tham gia vào chuỗi tốt hơn hẳn so với doanh nghiệp ở ngành công nghệ cao.

Từ khóa: công nghệ thông tin, số hóa, chuỗi cung ứng toàn cầu, doanh nghiệp ngành sản xuất, Việt Nam

Article Details

Tài liệu tham khảo

Abrell, T., Pihlajamaa, M., Kanto, L., Vom Brocke, J., & Uebernickel, F. (2016). The role of users and customers in digital innovation: Insights from B2B manufacturing firms. Information & Management, 53(3), 324-335. https://doi.org/10.1016/j.im.2015.12.005

Anh, T. T. (2021). Tham luận “Nâng cao vai trò, vị thế của Việt Nam trong mạng sản xuất và chuỗi giá trị toàn cầu” tại Đại hội Đảng Toàn quốc lần thứ XIII ngày 28/1/2021. Truy cập tại: https://baochinhphu.vn/Tin-noi-bat/Nang-vi-the-cua-Viet-Nam-trong-chuoi-gia-tri-toan-cau/421105.vgp

Asia Pacific MSME Trade Coalition (AMTC). (2018). Micro-revolution: The new stakeholders of trade in APAC. AMTC. https://alphabeta.com/wp-content/uploads/2020/06/singles-msme-report-apac.pdf

Belvedere, V., Grando, A., & Bielli, P. (2013). A quantitative investigation of the role of information and communication technologies in the implementation of a product-service system. International Journal of Production Research, 51(2), 410–426. https://doi.org/10.1080/00207543.2011.648278

Bharadwaj, A. S., Bharadwaj, S. G., & Konsynski, B. R. (1999). Information technology effects on firm performance as measured by Tobin's q. Management science, 45(7), 1008-1024. https://doi.org/10.1287/mnsc.45.7.1008

Bianchi, C., & Mathews, S. (2016). Internet marketing and export market growth in Chile. Journal of Business Research, 69(2), 426-434. https://doi.org/10.1016/j.jbusres.2015.06.048

Björkdahl, J. (2020). Strategies for digitalization in manufacturing firms. California Management Review, 62(4), 17-36. https://doi.org/10.1177/0008125620920349

Borowiecki, M., Pareliussen, J., Glocker, D., Kim, E.J., Polder, M., Rud, I. (2021). The impact of digitalisation on productivity: Firm-level evidence from the Netherlands. OECD Economics Department Working Papers, No. 1680, OECD Publishing, Paris, https://doi.org/10.1787/e800ee1d-en.

Cassetta, E., Monarca, U., Dileo, I., Di Berardino, C., & Pini, M. (2020). The relationship between digital technologies and internationalisation. Evidence from Italian SMEs. Industry and Innovation, 27(4), 311-339. https://doi.org/10.1080/13662716.2019.1696182

Cassetta, E., Monarca, U., Dileo, I., Di Berardino, C., & Pini, M. (2020). The relationship between digital technologies and internationalisation. Evidence from Italian SMEs. Industry and Innovation, 27(4), 311-339. https://doi.org/10.1080/13662716.2019.1696182

Cette, G., Nevoux, S., & Py, L. (2021). The impact of ICTs and digitalization on productivity and labor share: evidence from French firms. Economics of innovation and new technology, 1-24. https://doi.org/10.1080/10438599.2020.1849967

Chen, M. X., & Wu, M. (2018). The Value of Reputation in Trade: Evidence from Alibaba. Paper presented at Workshop on Trade and the Chinese Economy, King Center on Global Development, Stanford University, Stanford, CA, April 12–13.

Coniglio, N. (2018). Boosting Participation in GVCs: Firm-level evidence from Vietnam. A background paper for UNIDO, UIBE (2018), Global Value Chains and Industrial Development: Lessons from China, South-East and South Asia.

Consoli, D. (2012). Literature analysis on determinant factors and the impact of ICT in SMEs. Procedia – Social and Behavioral Sciences, 62, 93–97. https://doi.org/10.1016/j.sbspro.2012.09.016

Dalenogare, L. S., Benitez, G. B., Ayala, N. F., & Frank, A. G. (2018). The expected contribution of Industry 4.0 technologies for industrial performance. International Journal of production economics, 204, 383-394. https://doi.org/10.1016/j.ijpe.2018.08.019

Del Prete, D., Giovannetti, G., & Marvasi, E. (2017). Global value chains participation and productivity gains for North African firms. Review of World Economics, 153(4), 675–701.

Dong, J. Q., & Netten, J. (2017). Information Technology and External Search in the Open Innovation Age: New Findings from Germany. Technological Forecasting and Social Change, 120(1), 223-231. https://doi.org/10.1016/j.techfore.2016.12.021

ECIIA (2019). Risk in Focus 2019: Hot topics for internal auditors. http://iap.work/wp-content/uploads/2018/12/risk-in-focus-2019.pdf

Etemad, H. (2013). Introduction and Overview, in The Process of Internationalization in Emerging SMEs and Emerging Economies. Ed. H. Etemad. Cheltenham, UK and Northampton, MA: Edward Elgar Publishing, 1–36.

Forcadell, F. J., Aracil, E., & Úbeda, F. (2020). The impact of corporate sustainability and digitalization on international banks’ performance. Global Policy, 11, 18-27. https://doi.org/10.1111/1758-5899.12761

Fort, T. C. (2017). Technology and production fragmentation: Domestic versus foreign sourcing. The Review of Economic Studies, 84(2), 650-687. https://doi.org/10.1093/restud/rdw057

Giles, J., Murtazashvili, I. (2013). A control function approach to estimating dynamic probit models with endogenous regressors. Journal of Econometric Methods, 2(1), 69–87. https://doi.org/10.1515/jem-2012-0010

Girma, S., Gorg, H. & Pisu, M. (2008). Exporting, linkages and productivity spillovers from foreign direct investment. Canadian Journal of Economics, 41(1). https://doi.org/10.1111/j.1365-2966.2008.00465.x

Gopalan, S., Reddy, K., & Sasidharan, S. (2022). Does Digitalization Spur Global Value Chain Participation? Firm-Level Evidence from Emerging Markets. Information Economics and Policy, 100972. https://doi.org/10.1016/j.infoecopol.2022.100972

Guo, L., & Xu, L. (2021). The effects of digital transformation on firm performance: evidence from China’s manufacturing sector. Sustainability, 13(22), 12844. https://doi.org/10.3390/su132212844

Hagsten, E., & Kotnik, P. (2016). ICT as facilitator of internationalisation in small- and medium-sized firms. Small Business Economics, 48(2), 431–446. https://doi.org/10.1007/s11187-016-9781-2

Hsu, C. (2007). Scaling with digital connection: services innovation. 2007 IEEE International Conference on Systems, Man and Cybernetics, Vols 1/8, IEEE, New York, NY, 4057-4061.

Jean, R. J. B., Sinkovics, R. R., & Cavusgil, S. T. (2010). Enhancing international customer–supplier relationships through IT resources: A study of Taiwanese electronics suppliers. Journal of International Business Studies, 41(7), 1218-1239. https://doi.org/10.1057/jibs.2010.4

Kennedy, P. (2013). A guide to econometrics. Malden, Mass: Blackwell.

Kim, H. J. (2017). Information technology and firm performance: The role of supply chain integration. Operations Management Research, 10(1–2), 1–9. https://doi.org/10.1007/s12063-016-0122-z

Levinsohn, J. & A. Petrin (2003). Estimating Production Functions Using Inputs to Control for Unobservables. Review of Economic Studies, 70(2), pp.317–41. https://doi.org/10.1111/1467-937X.00246

Lopez-González, J. (2017). Mapping the participation of ASEAN small and medium-sized enterprises in global value chains. OECD Trade Policy Papers 203. OECD Publishing. https://doi.org/10.1787/18166873

Lu, Y., Shi, H., Luo, W. & Liu B. (2018). Productivity, Financial Constraints, and Firms' Global Value Chain Participation: Evidence from China. Economic Modelling, 73, 184–94. https://doi.org/10.1016/j.econmod.2018.03.015

Martín-Peña, M.-u., Sánchez-López, J.-a. & Díaz-Garrido, E. (2019). Servitization and digitalization in manufacturing: the influence on firm performance. Journal of Business & Industrial Marketing, 35(3), pp. 564-574. 10.1108/JBIM-12-2018-0400. https://doi.org/10.1108/JBIM-12-2018-0400

Mathews, S., Bianchi, C., Perks, K. J., Healy, M., & Wickramasekera, R. (2016). Internet marketing capabilities and international market growth. International Business Review, 25(4), 820–830. https://doi.org/10.1016/j.ibusrev.2015.10.007

Melitz, M. J. (2003). The impact of trade on intra‐industry reallocations and aggregate industry productivity. Econometrica, 71(6), 1695-1725. https://doi.org/10.1111/1468-0262.00467

Meyer, B. (2018). Innovation, Upgrading and the Depth of Internationalization in India. A background paper for UNIDO-UIBE (2018), Global Value Chains and Industrial Development: Lessons from China, South-East and South Asia.

Mikalef, P., Krogstie, J., Pappas, I. O., & Pavlou, P. (2020). Exploring the relationship between big data analytics capability and competitive performance: The mediating roles of dynamic and operational capabilities. Information & Management, 57(2), 103169. https://doi.org/10.1016/j.im.2019.05.004

Mithas, S., Tafti, A., Bardhan, I., & Goh, J. M. (2012). Information technology and firm profitability: mechanisms and empirical evidence. MIS Quarterly, 205-224. https://doi.org/10.2307/41410414

Nguyen T. M. T., Nguyen T. T. A., Nguyen T. T. V. & Pham H. G. (2021). Foreign Direct Investment -Small and Medium Enterprises Linkages and Global Value Chain Participation: Evidence from Vietnam. The Journal of Asian Finance, Economics and Business. Korea Distribution Science Association, 8(3), pp. 1217–1230. https://doi.org/10.13106/jafeb.2021.vol8.no3.1217

Nguyen, A., Pham, N., Nguyen, C. & Nguyen, N. (2008). Innovation and exports in Vietnam's SME sector. The European Journal of Development Research, 20, 262–280. https://doi.org/10.1080/09578810802060801

Osnago, A., & Tan, S. W. (2016). Disaggregating the impact of the internet on international trade. World Bank Policy Research Working Paper, (7785). https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2836532

Papke, L & Wooldridge, J. (2008). Panel data methods for fractional response variables with an application to test pass rates. Journal of Econometrics, 145(1–2), 121–133. https://doi.org/10.1016/j.jeconom.2008.05.009

Parameswaran, M. (2009). International Trade, R and D Spill-overs and Productivity: Evidence from Indian Manufacturing Industry. Journal of Development Studies, 45(8), 1249–66. https://doi.org/10.1080/00220380902862911

Paunov, C., & Rollo, V. (2016). Has the internet fostered inclusive innovation in the developing world? World Development, 78, 587–609. https://doi.org/10.1016/j.worlddev.2015.10.029

Pergelova, A., Manolova, T., Simeonova-Ganeva, R. & Yordanova, D. (2019). Democratizing Entrepreneurship? Digital Technologies and the Internationalization of Female-Led SMEs. Journal of Small Business Management, 57(1), pp. 14-39. https://doi.org/10.1111/jsbm.12494

Phương, C. T. M., & Đàm, L. Đ. (2021). Phương pháp phân tích thành phần chính và ứng dụng trong xây dựng chỉ số đổi mới sáng tạo: Tiếp cận từ các doanh nghiệp ngành chế biến chế tạo tại Việt Nam. Hội thảo Đề tài cấp Bộ “Thực trạng sử dụng công nghệ, đổi mới sáng tạo và ảnh hưởng của nó tới việc làm trong các doanh nghiệp ngành công nghiệp chế biến tại Việt Nam”. Mã số B2020 – NTH – 01.

Rachinger, M., Rauter, R., Müller, C., Vorraber, W. & Schirgi, E. (2018). Digitalization and its influence on business model innovation. Journal of Manufacturing Technology Management, 30(8), pp. 1143-1160. https://doi.org/10.1108/JMTM-01-2018-0020

Rahman, Z. (2003). Internet-based supply chain management: using the Internet to revolutionize your business. International Journal of Information Management, 23(6), 493-505. https://doi.org/10.1016/j.ijinfomgt.2003.09.004

Roberts, M. J., & Tybout, J. R. (1997). The decision to export in Colombia: An empirical model of entry with sunk costs. American economic review, 545-564. https://www.jstor.org/stable/2951363

Sasidharan, S. & Reddy, K. (2021). The Role of Digitalisation in Shaping India’s Global Value Chain Participation. Working Papers DP-2021-09, Economic Research Institute for ASEAN and East Asia (ERIA).

Sinkovics, N., & Sinkovics, R. R. (2013). The internet as an alternative path to internationalization? International Marketing Review. 30(2), 130-155. https://doi.org/10.1108/02651331311314556

Staiger, D., & Stock, J. H. (1997). Instrumental variables regression with weak instruments. Econometrica, 65(3), 557–586. https://doi.org/10.2307/2171753

Taglioni, D., & Winkler, D. (2016). Use of GVC Measures to Assess the Drivers and Impacts of GVC Participation. In Taglioni, D., & Winkler, D. (Ed.). Making global value chains work for development. (117 – 143). The World Bank. https://doi.org/10.1596/978-1-4648-0157-0_ch7

Urata, S. & Y. Baek (2020). The Determinants of Participation in Global Value Chains: A Cross-Country, Firm-Level Analysis. ADBI Working Papers, No: 1116. Tokyo: Asian Development Bank Institute.

Vinekar, V., & Teng, J. T. (2012). The Resource-Based View of IT Business Value: Complementary Investments or Embedded Knowledge? Journal of Information & Knowledge Management, 11(01), 1250005. https://doi.org/10.1142/S0219649212500050

Vu, N. H., & Nguyen, N. M. (2021). Development of small-and medium-sized enterprises through information technology adoption persistence in Vietnam. Information Technology for Development, 1-32. https://doi.org/10.1080/02681102.2021.1935201

Vu, N. H., Bui, T. A., Hoang, T. B., & Pham, H. M. (2022). Information technology adoption and integration into global value chains: Evidence from small‐and medium‐sized enterprises in Vietnam. Journal of International Development, 34(2), 259-286 https://doi.org/10.1002/jid.3591

Wang, Y., Hsu, K., Hsu, S., & Hsieh, P. (2011). Constructing an index for brand equity: A hospital example. The Service Industries Journal, 31(2), pp. 311–322. https://doi.org/10.1080/02642060902759145

Warner, K. S., & Wäger, M. (2019). Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal. Long range planning, 52(3), 326-349. https://doi.org/10.1016/j.lrp.2018.12.001

Wooldridge, J. M. (2015). Control Function Methods in Applied Econometrics. The Journal of Human Resources, 50(2), 420-445

World Bank (2020). World Development Report 2020: Trading for Development in the Age of Global Value Chains. Washington, DC.

Xiang, Z., & Gretzel, U. (2010). Role of social media in online travel information search. Tourism Management, 31, 179–188. https://doi.org/10.1016/j.tourman.2009.02.016

Zhu, K., Kraemer, K. L., Gurbaxani, V., & Xu, S. X. (2006). Migration to open-standard interorganizational systems: network effects, switching costs, and path dependency. Mis Quarterly, 30, 515-539. https://doi.org/10.2307/25148771