Intangible Investment and TFP: Evidence from Small and Medium-Sized Manufacturing in Iran

EsmaeilySadrabadi, Forough

doi:10.48308/jep.5.2.153

Intangible Investment and TFP: Evidence from Small and Medium-Sized Manufacturing in Iran

Document Type : Original Article

Author

Forough EsmaeilySadrabadi

Assistant Professor of Economics, Department of Economics, Faculty of Humanities & Social Sciences, Ardakan University, Ardakan, Iran

10.48308/jep.5.2.153

Abstract

Intangibles refer to capitals like machinery or structures, in the sense that creating them requires foregoing consumption today (investment) to achieve more output in the future. However, unlike machinery or structures, intangibles lack a physical presence. This type of investment has had a significant impact on increasing productivity for industries in Iran. On the other hand, since small and medium industries make up more than 80% of all industries, the effect of this type of investment on the TFP of these industries is of paramount importance. To measure intangible investment, the CHS approach has been used for both groups of different sizes. Therefore, in this study, we have tried to examine the effect of intangible investment on increasing the productivity of these industries. The results for industries with a four-digit ISIC code during the years 1996 to 2021 show that intangible investment not only positively affects the TFP of small and medium enterprises, but also that this effect is significantly larger than that for large enterprises. In general, intangible investment positively affects increasing TFP in all industries. Furthermore, the size of industries and companies has a decisive role on the degree of influence of intangible investment on TFP. Hence, for reaching the highest productivity, it is recommended to focus intangible investment on SMEs.

Keywords

References

Acemoglu, D., Dorn, D., Hanson, G. H., & Price, B. (2014).Return of the Solow paradox? IT, productivity, andemployment in US manufacturing. American EconomicReview, 104(5), 394-399. doi: https://doi.org/10.1257/aer.104.5.394

Acemoglu, D., & Zilibotti, F. (2001). Productivity differences.The Quarterly Journal of Economics,116(2), 563-606. doi:https://doi.org/10.1162/00335530151144104

Albis Salas, N., Mora Holguin, H., Lucio-Arias, D., Sánchez, E.C. ,& Villarreal, N. (2023). Innovation and productivity in small and medium-sized enterprises: evidence from the Colombian manufacturing sector. Journal of Small Business and Enterprise Development, 30(5), 1011-1034. Doi: https://doi.org/10.1108/JSBED-12-2021-0502.

Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968.

Arellano, M.,& Bover, O. (1995) Another Look at the Instrumental Variable Estimation of Error-Component Models. Journal of Econometrics, 68(1), 29-52. http://dx.doi.org/10.1016/0304-4076(94)01642-D

Anderson,T.W.,& Hsiao,CH.(1981). Estimation of Dynamic Models with Error Components.Journal of the American Statistical Association, 76(375), 598-606.Doi: https://doi.org/10.2307/2287517.

Ayyagari, M., Beck,T. ,& Demirgüç-Kunt,A. (2007). Small and Medium Enterprises across the Globe. Small Business Economics, 29(4), 415-434. http://www.jstor.org/stable/40229581.

Antoldi,F.,Cerrato,D.,&Depperu,D.(2012). Export Consortia in Developing Countries: Successful Management of Cooperation among SMEs. Berlin: Springer Science & Business Media. ISBN 9783642248788.

Aga, G., Francis, D.C., & Rodriguez Meza,J.(2015). SMEs, Age, and Jobs: A Review of the Literature, Metrics, and Evidence. Policy Research Working, (7493). World Bank, Washington, DC. http://hdl.handle.net/10986/23455.

Baltagi, B.H. (2005). Econometric Analysis of Panel Data. Springer Texts in Business and conomics.ISBN:978-3-030-53953-5.

Barro, R. J., & Sala-i-Martin, X. (1995). Economic Growth.McGraw-Hill. New York.

Beck, T., Demirgüç-Kunt,A.,& Peria,M. (2008). Bank Financing for SMEs around the World: Drivers, Obstacles. Business Models, and Lending Practices. Policy Research Working Paper 4785. World Bank, Washington, DC.

Bell,S .(2015). Small and medium enterprises (SMEs) finance. Available in: http://www.worldbank.org/en/topic/financialsector/brief/smes-finance.

Chen,S.,& Lee, D.(2023). Small and vulnerable: SME productivity in the great productivity slowdown. Journal of Financial Economics.147(1), 49-74.

Doi: https://doi.org/10.1016/j.jfineco.2021.09.007

Cong Dinh, KH., Quang Ngo , TH.,& Van Nguyen, D.(2023). Firm-level digital technology and Total Factor Productivity in a developing country: Evidence from panel data in Vietnam. Cuadernos de Economía, 46(130), 41-55.

Corrado, C., Hulten,C.,& Sichel ,D .(2005).Measuring investment and technology: an expanded framework. National Bureau of Economic Research,University of Chicago Press.

Corrado, C., Hulten,C.,& Sichel ,D. (2009) .Intangible investment and U.S. economic growth. Review of Income and Wealth, 55 (3). Doi:10.1111/j.1475-4991.2009.00343.x.

Corrado,C., Haskel,J., Jona-Lasinio,C.,&Iommi,M.(2012).Intangible Investment and Growth in Advanced Economies: Measurement Methods and Comparative Results. ZA Discussion Papers.Institute for the Study ofLabor IZA .Bonn. 6733.

Corrado, C., Haskel,J., &Jona-Lasinio, C. (2014).Intangibles and Industry Productivity Growth: Evidence from the EU.IARIW 33rdGeneral ConferenceRotterdam.24-30.

Corrado,C.,Haskel,J.,&Jona-Lasinio,C.(2021).Artificial Inteligence and productivity:an intangible assets approach. Oxford Review of Economic Policy, 37(3), 435-458. Doi:10.1093/oxrep/grab018.

Cueto, L., Frisnedi, A., Collera, R., Batac, K., & Agaton, C. (2021). Digital Innovations in MSMEs during Economic Disruptions: Experiences and Challenges of Young Entrepreneurs. AdministrativeSciences, 12(1),1-25. Doi:10.3390/admsci12010008. ISSN 2076-3387.

Dietrich, A. (2010). Explaining Loan Rate Differentials between Small and Large Companies: Evidence from Switzerland. Small Business Economics, 34(8),481-494. DOI: 10.1007/s11187-010-9273-8

Diewert, W. E. (2014). US TFP growth and the contribution of changes in export and import prices to real income growth. Journal of Productivity Analysis. 41 (1), 19-39.Doi: https://doi.org/10.1007/s11123-013-0369-4

El-hadj, M. B., & Brada, J. C. (2009). Total factor productivity growth, structural change and convergence in the new members of the European Union. Comparative economic studies, 51(4), ,421-446.Doi: https://doi.org/10.1057/ces.2009.8

EsmaeilySadrabadi F., & Jahangard,E.(2021). Total Factor Productivity and Intangible Investment in Different Levels of Technology: A Case Study of Iranian Manufacturing Industries. International Journal of New Political Economy, 3(2), 27-50.

Doi: https://doi.org/10.52547/jep.3.2.27.

EamaeilySadrabadi F.,Jahangard E.,Mohammadi T.,& Salem AA.(2021). The effect of intangible investment on the total factor productivity of production in Iran's manufacturing industries. Quarterly Journal of Quantitative Economics, 20(3), 78-109. (In Persian).https://doi.org/10.22055/jqe.2021.37224.2363

EsmaeilySadrabadi,F.,Jahangard,E.,Mohammadi,T.,&Salem, A.A. (2023). Intangible Investment in Industries with Higher Digital Technology Intensity and Total Factor Productivity. Iranian Journal of Economic Research. 28(94), 7-46. (In Persian)

Doi: https://doi.org/10.22054/ijer.2021.60583.969

Gibson, T., & van der Vaart, H. J. (2008). Defining SMEs: a less imperfect way of defining small and medium enterprises in developing countries.Brooking global economy and development.

Haskel, J., & Westlake, S. (2017) .Investmentism without Investment: The Rise of the Intangible Economy. Princeton University Press.

Hintzmann, C., Lladós Masllorens, J., & Ramos, R. (2021). Intangible Assets and Labor Productivity Growth, Economies, 9(2), 1-21. Doi:10.7238/in3wps.v0i0. 2711.

Jianguo,W., & Qamruzzaman,Md.(2017). An Assessment of Total Factor Productivity (TFP) of SME Business in Bangladesh using DEA-based Malmquist Productivity Index (MPI). ABC Journal of Advanced Research, 6(1), 31-40.doi: http://dx.doi.org/10.18034/abcjar.v6i1.68

Liang , Y. (2021). Intangible capital in U.S. manufacturing. Economics Letters,199 (C), 109-697

Fischer,E,& Reuber, R. (2000). Industrial Clusters and SME Promotion in Developing Countries. Commonwealth Secretariat. ISBN 9780850926484.

Majid, M.S.A., Faisal,F., Fahlevi,H., Azhari,A., & Juliansyah, H. (2021). Decomposing total factor productivity of SMEs in agricultural sector in Aceh, Indonesia. IOP Conference Series: Earth and Environmental Science, 951.

Doi: 10.1088/1755-1315/951/1/012051.

Griliches, Z. (1979). Issues in assessing the contribution of research and development to productivity growth.Bell Journal of economics. 10(1), 92-116.

Doi: https://doi.org/10.2307/3003321

Griliches , Z. (1991).The Search for R&D Spillovers. NBER Working Paper, 3768. Doi: 10.3386/w3768.

Griliches , Z (1992).Output Measurement in the Service Sectors. National Bureauof Economic research,University of Chicago Press. Retrieved from https://press.uchicago.edu/ucp/books/book/chicago/O/bo3624384.html

Griliches,Z.,& Mairesse,J.(1995).Production Function:The Search For The Identification.National Burea Of Economic Research,(w5067). Retrieved from https://ssrn.com/abstract=225845

Kaliski , B. S.(2001). Encyclopedia of busine and finance. Macmillan Reference USA.New York. ISBN:0-02-866061-7.

Matyas,L.,& Sevestre ,P.(2008). The Econometrics of Panel Data. Fundamentals and Recent Developments in Theory and Practice. ISBN: 978-3-540-75889-1.

Manez, J.A., Rochina-Barrachina, M.E., Sanchis, A., & Sanchis,J.A. (2013). Do process innovations boost SMEs productivity growth?Empirical Economics (44), 1373–1405 . https://doi.org/10.1007/s00181-012-0571-7.

OECD Publishing. (2018). Financing SMEs and Entrepreneurs.155– 173. , ISBN 9789264249462. Retrieved from Doi:10.1787/fin_sme_ent-2016-11-en.

Olorunshola, D., & Odeyemi, T. (2021). Virtue or vice? Public policies and Nigerian entrepreneurial venture performance. Journal of Small Business and Enterprise Development, 30(1), 100–119. doi:10.1108/JSBED-07-2021-0279.

Petrakis, P.E., & Kostis, P.C. (2012). The Role of Knowledge and Trust in SMEs. Journal of the Knowledge Economy, 6, 105-124. Retrieved from https://link.springer.com/article/10.1007/s13132-012-0115-6.

Rico, P., & Cabrer-Borrás, B. (2020). Intangible capital and business productivity. Economic Research-Ekonomska Istraživanja, 33, 3034- 3048.

DOI: https://doi.org/10.1080/1331677X.2019.1699139.

Rijkers,B., Arouri,H., Freund, C, &Nucifora, A. (2014). Which firms create the most jobs in developing countries? Labour Economics, 31, 84–102. DOI: 10.1016/j.labeco.2014.10.003

Stiroh,K.j.(2002). Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say? The American Economic Review. 92(5), 1559-1576.

DOI: 10.1257/000282802762024638.

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