The Effects of Technology and Innovation Adoption on Firm Performance among Small and Medium Enterprises: Evidence from Vietnam’s Logistics Sector
DOI:
https://doi.org/10.18559/ebr.2024.4.1123Keywords:
firm performance, innovation, logistics, supply chain, technologyAbstract
In Industry 4.0, technology and innovation constitute a driver for enhancing firms’ performance, particularly for small and medium-sized enterprises (SMEs). Our study aims to examine whether that statement is correct for SMEs in a developing country. We develop a generic model and employ multiple regression techniques, including ordinary least-squares, robust standard errors and weighted least squares, to test this hypothesis and address heteroskedasticity. Using a micro-level dataset including 11,630 SMEs in Vietnam’s logistics sector, an emerging logistics market in a developing country, our results reveals that the effects of technology on firm performance may differ depending on particular metrics of this performance. Furthermore, not all forms of innovation significantly affect SME performance. Control variables such as “firm’s age”, “firm’s size”, “state ownership”, “education of the manager” and “foreign activities” also play a significant role in SME performance, underscoring the importance of both internal capabilities and external technological elements.
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References
Admassie, A., & Matambalya, F. A. S. T. (2002). Technical efficiency of small- and medium- scale enterprises: Evidence from a survey of enterprises in Tanzania. Eastern Africa Social Science Research Review, 18(2), 1–29.
View in Google Scholar
Aifuwa, H. O. (2020). Sustainability reporting and firm performance in developing climes: A review of literature. Copernican Journal of Finance & Accounting, 9(1), 9–29. https://doi.org/10.12775/CJFA.2020.001
View in Google Scholar
Akhtar, T. (2022). Corporate governance, excess-cash and firm value: Evidence from ASEAN-5. Economics and Business Review, 8(4), 39–67. https://doi.org/10.18559/ebr.2022.4.3
View in Google Scholar
Al-Matari, E. M., Al-Swidi, A. K., & Fadzil, F. H. B. (2014). The measurements of firm performance’s dimensions. Asian Journal of Finance & Accounting, 6(1), 24–49. https://doi.org/10.5296/ajfa.v6i1.4761
View in Google Scholar
Alegre, J., Lapiedra, R., & Chiva, R. (2006). A measurement scale for product innovation performance. European Journal of Innovation Management, 9(4), 333–346. https://doi.org/10.1108/14601060610707812
View in Google Scholar
Ali, A., Alim, W., Ahmed, J., & Nisar, S. (2022, January). Yoke of corporate governance and firm performance: A study of listed firms in Pakistan. MPRA Paper. https://mpra.ub.uni-muenchen.de/113579/
View in Google Scholar
Amran, N. A., Yusof, M. ‘Atef M., Ishak, R., & Aripin, N. (2014). Do characteristics of CEO and chairman influence government- linked companies performance? Procedia– Social and Behavioral Sciences, 109, 799–803. https://doi.org/10.1016/j.sb-spro.2013.12.546
View in Google Scholar
Bantel, K., & Jackson, S. (1989). Top management and innovations in banking: Does the composition of the top team make a difference? Strategic Management Journal, 10, 107–124.
View in Google Scholar
Bellakhal, R., & Mouelhi, R. (2023). Digitalisation and firm performance: Evidence from Tunisian SMEs. International Journal of Productivity and Quality Management, 39(1), 42–65. https://doi.org/10.1504/IJPQM.2023.130872
View in Google Scholar
Boiko, K. (2022). R&D activity and firm performance: Mapping the field. Management Review Quarterly, 72(4), 1051–1087. https://doi.org/10.1007/s11301-021-00220-1
View in Google Scholar
Chege, S. M., Wang, D., & Suntu, S. L. (2020). Impact of information technology innovation on firm performance in Kenya. Information Technology for Development, 26(2), 316–345. https://doi.org/10.1080/02681102.2019.1573717
View in Google Scholar
Chu, Z., Xu, J., Lai, F., & Collins, B. J. (2018). Institutional theory and environmental pressures: The moderating effect of market uncertainty on innovation and firm performance. IEEE Transactions on Engineering Management, 65(3), 392–403. https://doi.org/10.1109/TEM.2018.2794453
View in Google Scholar
De Loecker, J. (2013). Detecting learning by exporting. American Economic Journal: Microeconomics, 5(3), 1–21.
View in Google Scholar
Eris, E. D., & Ozmen, O. N. T. (2012). The effect of market orientation, learning orienta- tion and innovativeness on firm performance: A research from Turkish logistics sector. International Journal of Economic Sciences and Applied Research, 5(1), 77–108.
View in Google Scholar
Erjavec, E., Redek, T., & Kostevc, Č. (2023). SMEs “growing smart”: The complementarity of intangible and digital investment in small firms and their contribution to firm performance. Economic and Business Review, 25(4), 216–232. https://doi.org/10.15458/2335-4216.1328
View in Google Scholar
European Commission. (2020). Community innovation survey 2020 (CIS2020). https://ec.europa.eu/eurostat/cache/metadata/en/inn_cis12_esms.htm
View in Google Scholar
Gërguri-Rashiti, S., Ramadani, V., Abazi-Alili, H., Dana, L. P., & Ratten, V. (2017). ICT, Innovation and firm performance: The transition economies context. Thunderbird International Business Review, 59(1), 93–102. https://doi.org/10.1002/tie.21772
View in Google Scholar
Guo, X., Li, M., Wang, Y., & Mardani, A. (2023). Does digital transformation improve the firm’s performance? From the perspective of digitalization paradox and managerial myopia. Journal of Business Research, 163, 113868. https://doi.org/10.1016/j.jbusres.2023.113868
View in Google Scholar
Gyamera, E., Atuilik, W. A., Eklemet, I., Matey, A. H., Tetteh, L. A., & Apreku-Djan, P. K. (2023). An analysis of the effects of management accounting services on the financial performance of SME: The moderating role of information technology. Cogent Business & Management, 10(1), 2183559. https://doi.org/10.1080/23311975.2023.2183559
View in Google Scholar
Hagel III, J., Seely Brown, J., & Davison, L. (2010). The best way to measure company performance. Harvard Business Review. https://hbr.org/2010/03/the-best-way-to-measure-compan
View in Google Scholar
Harris, D., Kew, H., & Taylor, A. M. R. (2020). Level shift estimation in the presence of non-stationary volatility with an application to the unit root testing problem. Journal of Econometrics, 219(2), 354–388. https://doi.org/10.1016/j.jeconom.2020.03.008
View in Google Scholar
Hayes, A. F., & Cai, L. (2007). Using heteroskedasticity-consistent standard error estimators in OLS regression: An introduction and software implementation. Behavior Research Methods, 39(4), 709–722. https://doi.org/10.3758/BF03192961
View in Google Scholar
Hidalgo, A., & López, V. (2009). Drivers and impacts of ICT adoption on transport and logistics services. Asian Journal of Technology Innovation, 17(2), 27–47. https://doi.org/10.1080/19761597.2009.9668672
View in Google Scholar
Huang, B., Cui, Y., & Chan, K. C. (2022). Firm-level financialization: Contributing factors, sources, and economic consequences. International Review of Economics & Finance, 80, 1153–1162. https://doi.org/10.1016/j.iref.2022.04.007
View in Google Scholar
Ince, H., Imamoglu, S. Z., Keskin, H., Akgun, A., & Efe, M. N. (2013). The impact of ERP systems and supply chain management practices on firm performance: Case of Turkish companies. Procedia – Social and Behavioral Sciences, 99, 1124–1133. https://doi.org/10.1016/j.sbspro.2013.10.586
View in Google Scholar
Jang, S. W., & Ahn, W. C. (2021). Financial analysis effect on management performance in the Korean logistics industry. The Asian Journal of Shipping and Logistics, 37(3), 245–252. https://doi.org/10.1016/j.ajsl.2021.06.003
View in Google Scholar
Kittipanyangam, P., & Tan, K. H. (2020). A framework for food supply chain digitalization: Lessons from Thailand. Production Planning & Control, 31(2–3), 158–172. https://doi.org/10.1080/09537287.2019.1631462
View in Google Scholar
Koellinger, P. (2008). The relationship between technology, innovation, and firm performance—empirical evidence from e-business in Europe. Research Policy, 37(8), 1317–1328. https://doi.org/10.1016/j.respol.2008.04.024
View in Google Scholar
Kromann, L., & Sørensen, A. (2019). Automation, performance and international competition: A firm-level comparison of process innovation. Economic Policy, 34(100), 691–722. https://doi.org/10.1093/epolic/eiaa002
View in Google Scholar
Le, D. V., Le, H. T. T., Pham, T. T., & Vo, L. V. (2023). Innovation and SMEs performance: Evidence from Vietnam. Applied Economic Analysis, 31(92), 90–108. https://doi.org/10.1108/AEA-04-2022-0121
View in Google Scholar
Lee, H. L. (2000). Creating value through supply chain integration. Supply Chain. Management Review, 4, 30–36.
View in Google Scholar
Long, J. S., & Ervin, L. H. (2000). Using heteroscedasticity consistent standard errors in the linear regression model. The American Statistician, 54(3), 217–224. https://doi.org/10.2307/2685594
View in Google Scholar
Lu, C. S., & Yang, C. C. (2010). Logistics service capabilities and firm performance of international distribution center operators. The Service Industries Journal, 30(2), 281–298. https://doi.org/10.1080/02642060802123392
View in Google Scholar
Mai, T., Dinh, Q., Quach, H., & Nguyen, V. (2023). Performance of Vietnamese shipping firms: A four random components stochastic frontier approach. Acta Logistica, 10(2), 319–329. https://doi.org/10.22306/al.v10i2.397
View in Google Scholar
Masood, O., Aktan, B., & Chaudhary, S. (2009). An empirical study on banks profitability in the KSA: A co-integration approach. African Journal of Business Management, 3(8), 374–382.
View in Google Scholar
Na, K., & Kang, Y. H. (2019). Relations between innovation and firm performance of manufacturing firms in Southeast Asian emerging markets: Empirical evidence from Indonesia, Malaysia, and Vietnam. Journal of Open Innovation: Technology, Market, and Complexity, 5(4), 98. https://doi.org/10.3390/joitmc5040098
View in Google Scholar
Nguyen, X., Le, T., Nguyen, A., Pham, T., & Tran, T. (2021). Supply chain risk, integration, risk resilience and firm performance in global supply chain: Evidence from Vietnam pharmaceutical industry. Uncertain Supply Chain Management, 9(4), 779–796. https://m.growingscience.com/beta/uscm/5013-supply-chain-risk-in-tegration-risk-resilience-and-firm-performance-in-global-supply-chain-evi-dence-from-vietnam-pharmaceutical-industry.html
View in Google Scholar
Nikaido, Y. (2004). Technical efficiency of small-scale industry: Application of stochastic production frontier model. Economic and Political Weekly, 39(6), 592–597.
View in Google Scholar
Nyaoke, T. A., & Muturi, P. W. (2018). Logistics automation drivers and operational performance of tea processing firms in Kisii county, Kenya. International Journal of Social Sciences and Information Technology, 4(5), 353–369.
View in Google Scholar
Nyeadi, J. D. (2023). Foreign Direct Investment and firm value: Evidence from selected countries in sub-Saharan Africa. Journal of African Business, 24(2), 260–279. https://doi.org/10.1080/15228916.2022.2042079
View in Google Scholar
Ramadani, V., Hisrich, R. D., Abazi-Alili, H., Dana, L. P., Panthi, L., & Abazi-Bexheti, L. (2019). Product innovation and firm performance in transition economies: A multi-stage estimation approach. Technological Forecasting and Social Change, 140, 271–280. https://doi.org/10.1016/j.techfore.2018.12.010
View in Google Scholar
Ramos-Hidalgo, E., Edeh, J. N., & Acedo, F. J. (2022). Innovation adaptation and post-entry growth in international new ventures. European Research on Management and Business Economics, 28(1), 100169. https://doi.org/10.1016/j.iedeen.2021.100169
View in Google Scholar
Romano, J. P., & Wolf, M. (2017). Resurrecting weighted least squares. Journal of Econometrics, 197(1), 1–19. https://doi.org/10.1016/j.jeconom.2016.10.003
View in Google Scholar
Safa, M. S. (2005). Socio-economic factors affecting the income of small-scale agroforestry farms in hill country areas in Yemen: A comparison of OLS and WLS determinants. Small-Scale Forest Economics, Management and Policy, 4(1), 117–134. https://doi.org/10.1007/s11842-005-0008-7
View in Google Scholar
Salim, M. N., & Susilowati, R. (2020). The effect of internal factors on capital structure and its impact on firm value: empirical evidence from the food and beverages industry listed on Indonesian stock exchange 2013-2017. International Journal of Engineering Technologies and Management Research, 6(7), 173–191. https://doi.org/10.29121/ijetmr.v6.i7.2019.434
View in Google Scholar
Sevinç, A., Gür, Ş., & Eren, T. (2018). Analysis of the difficulties of SMEs in Industry 4.0 applications by analytical hierarchy process and analytical network process. Processes, 6(12), 264. https://doi.org/10.3390/pr6120264
View in Google Scholar
Singh, R., Chandrashekar, D., Subrahmanya Mungila Hillemane, B., Sukumar, A., & Jafari-Sadeghi, V. (2022). Network cooperation and economic performance of SMEs: Direct and mediating impacts of innovation and internationalisation. Journal of Business Research, 148, 116–130. https://doi.org/10.1016/j.jbusres.2022.04.032
View in Google Scholar
Skvarciany, V., Jurevičienė, D., & Morkunas, M. (2019). Determinants of bank profitability: Empirical research on Lithuanian market. International Journal of Economic Policy in Emerging Economies, 12(5), 443–452. https://doi.org/10.1504/IJEPEE.2019.104637
View in Google Scholar
Srai, J., Settanni, E., Tsolakis, N., & Aulakh, P. (2019, September 26–27). Supply chain digital twins: Opportunities and challenges beyond the hype. 23rd Cambridge International Manufacturing Symposium. https://doi.org/10.17863/CAM.45897
View in Google Scholar
Sudrajat, D., Djojo, B. W., Adhikara, C. T., & Kartikasari, D. (2017, November 15– 17). The effect of ownership of logistics physical asset and integrated ICT to innovative capability and its impact on firm performance. 2017 International Conference on Information Management and Technology. https://doi.org/10.1109/ICIMTech.2017.8273550
View in Google Scholar
Sun, Q., Tong, W. H. S., & Tong, J. (2002). How does government ownership affect firm performance? Evidence from China’s privatization experience. Journal of Business Finance & Accounting, 29(1–2), 1–27. https://doi.org/10.1111/1468-5957.00422
View in Google Scholar
Susanti, F. E., Widiyanti, N., & Madyawati, E. (2022). The impact of firm size, leverage, and sales growth on company performance. Asia Pacific Journal of Business Economics and Technology, 2(1), 414–425.
View in Google Scholar
Taouab, O., & Issor, Z. (2019). Firm performance: Definition and measurement models. European Scientific Journal, 15(1), 93–106. https://doi.org/10.19044/esj.2019.v15n1p93
View in Google Scholar
Tsafnat, G., Glasziou, P., Choong, M. K., Dunn, A., Galgani, F., & Coiera, E. (2014). Systematic review automation technologies. Systematic Reviews, 3(1), 74. https://doi.org/10.1186/2046-4053-3-74
View in Google Scholar
Tuan, N., Nhan, N., Giang, P., & Ngoc, N. (2016). The effects of innovation on firm performance of supporting industries in Hanoi, Vietnam. Journal of Industrial Engineering and Management, 9(2), 413–431. https://doi.org/10.3926/jiem.1564
View in Google Scholar
Ul Hassan, M., Shaukat, S., Nawaz, M. S., & Naz, S. (2013). Effects of innovation types on firm performance: An empirical study on Pakistan’s manufacturing sector. Pakistan Journal of Commerce and Social Sciences, 7(2), 243–262.
View in Google Scholar
Wade, M., & Hulland, J. (2004). The resource-based view and information systems research: Review, extension, and suggestions for future research. MIS Quarterly, 1, 107–142.
View in Google Scholar
Wang, M. (2016). The role of innovation capability in the Australian courier industry. International Journal of Innovation Management, 20(7), 1650070. https://doi.org/10.1142/S1363919616500705
View in Google Scholar
Wang, M., & Prajogo, D. (2024). The effect of supply chain digitalisation on a firm’s performance. Industrial Management & Data Systems, 124(5), 1725–1745. https://doi.org/10.1108/IMDS-09-2023-0629
View in Google Scholar
Wang, M., Wang, B., & Abareshi, A. (2020). Blockchain technology and its role in enhancing supply chain integration capability and reducing carbon emission: A conceptual framework. Sustainability, 12(24), 10550. https://doi.org/10.3390/su122410550
View in Google Scholar
West, M. A., & Farr, J. L. (1990). Innovation and creativity at work. John Wiley & Sons. Wilson, M. N., Iravo, D. M. A., Tirimba, O. I., & Ombui, D. K. (2015). Effects of information technology on performance of logistics firms in Nairobi county. International Journal of Scientific and Research Publications, 5(4). https://www.ijsrp.org/re-search-paper-0415.php?rp=P404005
View in Google Scholar
World Bank. (2015). Small and medium enterprises (SMEs) finance resource document. World Bank Group.
View in Google Scholar
Zhang, S., Yang, D., Qiu, S., Bao, X., & Li, J. (2018). Open innovation and firm performance: Evidence from the Chinese mechanical manufacturing industry. Journal of Engineering and Technology Management, 48, 76–86. https://doi.org/10.1016/j.jengtecman.2018.04.004
View in Google Scholar
Zhong, S., Qiu, L., & Sun, B. (2020). Internet and firm development. International Journal of Crowd Science, 4(2), 171–187. https://doi.org/10.1108/IJCS-11-2019-0032
View in Google Scholar
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Copyright (c) 2024 Thanh Tuan Nguyen, Abdelghani Bekrar, Thi Muoi Le, Abdelhakim Artiba, Tarik Chargui, Thi Le Hoa Vo, Thi Thu Huong Trinh
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