Technical Efficiency of the Indonesian Textile and Textile Product Industry
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This study investigates the determinants of the Indonesian textile and textile product (TPT) industry's technical efficiency. Employing the rich, balanced panel data of 3,365 firms over 2007-2013 with a non-parametric approach to the Data Envelopment Analysis (DEA) Bootstrapping and Tobit regression, this study discovers that the production operations are inefficient, especially the companies upstream. The improvement of technical efficiency is driven by firm size, market concentration, foreign ownership, and exports. An intriguing finding is that the capital-labour ratio negatively impacts efficiency, implying higher capital for production will make the production even more inefficient. The machines in most TPT firms are old, so larger capital may not help. This study recommends the government design policies that support the machinery restructuration so that capital can support production efficiency.
Al-Muharrami, S., & Matthews, K. (2009). Market power versus efficient-structure in Arab GCC banking. Applied Financial Economics, 19(18), 1487-1496.
Amornkitvikai, Y. & Harvie, C. (2010). Identifying and measuring technical inefficiency factors: evidence from unbalanced panel data for Thai listed manufacturing enterprises, Working Paper No 05-10, Department of Economics, University of Wollongong.
Assaf, A., & Matawie, K. M. (2010). Improving the accuracy of DEA efficiency analysis: a bootstrap application to the health care foodservice industry. Applied Economics, 42(27), 3547-3558.
Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management science, 30(9), 1078-1092.
Charnes, A., Cooper, W. W., & Rhodes, E. (1981). Evaluating program and managerial efficiency: an application of data envelopment analysis to program follow through. Management science, 27(6), 668-697.
Ciani, A., Hyland, M. C., Karalashvili, N., Keller, J. L., & Tran, T. T. (2020). Making It Big: Why Developing Countries Need More Large Firms. World Bank Publications.
Coelli, T. J., Rao, D. S. P., O'Donnell, C. J., & Battese, G. E. (2005). An introduction to efficiency and productivity analysis. Springer Science and Business Media.
Debreu, G. (1951). The measurement of productive efficiency. Econometrica, 19(3), 273-292.
Esquivias, M. A., & Harianto, S. K. (2020). Does competition and foreign investment spur industrial efficiency?: firm-level evidence from Indonesia. Heliyon, 6(8), e04494.
Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253-281.
Gumbau-Albert, M., & Maudos, J. (2002). The determinants of efficiency: the case of the Spanish industry. Applied Economics, 34(15), 1941-1948.
Greene, W. H. (2012). 7th Econometric Analysis- 7th Edition. New York: Pearson Education
Haryanto, T., Talib, B. A., & Salleh, N. H. M. (2015). An analysis of technical efficiency variation in Indonesian rice farming. Journal of Agricultural Science, 7(9), 144.
Henry, M., Kneller, R., & Milner, C. (2009). Trade, technology transfer and national efficiency in developing countries. European Economic Review, 53(2), 237-254.
Joshi, R. N., & Singh, S. P. (2012). Technical efficiency and its determinants in the Indian garment industry. Journal of the Textile Institute, 103(3), 231-243.
Le, H. Q., & Pomfret, R. (2011). Technology spillovers from foreign direct investment in Vietnam: horizontal or vertical spillovers? Journal of the Asia Pacific Economy, 16(2), 183-201.
Lozano, S., & Moreno, P. (2014). Network fuzzy data envelopment analysis. In Performance Measurement with Fuzzy Data Envelopment Analysis (pp. 207-230). Springer: Berlin, Heidelberg.
Purwono, R., Mubin, M. K., & Yasin, M. Z. (2018). Do Infrastructures Influence the Efficiency Convergence of the Indonesian Economy? Seoul Journal of Economics, 31(3).
Rezitis, A. N., & Kalantzi, M. A. (2016). Investigating technical efficiency and its determinants by data envelopment analysis: An application in the Greek food and beverages manufacturing industry. Agribusiness, 32(2), 254-271.
Sari, D. W. (2019). The Potential Horizontal and Vertical Spillovers from Foreign Direct Investment on Indonesian Manufacturing Industries. Economic Papers: A journal of applied economics and policy, 38(4), 299-310.
Sari, D. W., Khalifah, N. A., & Suyanto, S. (2016). The spillover effects of foreign direct investment on the firms' productivity performances. Journal of Productivity Analysis, 46(2-3), 199-233.
Selim, S., & Bursalıoğlu, S. A. (2015). Efficiency of higher education in Turkey: A bootstrapped two-stage DEA approach. International Journal of Statistics and Applications, 5(2), 56-67.
Setiawan, M., Emvalomatis, G., & Lansink, A. O. (2012). The relationship between technical efficiency and industrial concentration: Evidence from the Indonesian food and beverages industry. Journal of Asian Economics, 23(4), 466-475.
Simar, L., & Wilson, P. W. (1998). Sensitivity analysis of efficiency scores: How to bootstrap in non-parametric frontier models. Management science, 44(1), 49-61.
Sunarto. (2010). Evaluasi Kinerja Kantor-Kantor Pelayanan Pajak Pratama di Pulau Jawa: Penerapan Data Envelopment Analysis (DEA). Thesis MPKP FE Universitas Indonesia.
Svedin, D., & Stage, J. (2016). Impacts of foreign direct investment on efficiency in Swedish manufacturing. SpringerPlus, 5(1), 614.
Tipi, T., Yildiz, N., Nargeleçekenler, M., & Çetin, B. (2009). Measuring the technical efficiency and determinants of efficiency of rice (Oryza sativa) farms in Marmara region, Turkey. New Zealand Journal of Crop and Horticultural Science, 37(2), 121-129.
Trofimenko, N. (2008). Learning by exporting: Does it matter where one learns? Evidence from Colombian manufacturing firms. Economic Development and Cultural Change, 56(4), 871-894.
Tziogkidis, P. (2012). Bootstrap DEA and hypothesis testing. Cardiff Economics Working Papers No. E2012/18.
Usman, M., Hassan, A., Mahmood, F., & Shahid, H. (2014). Performance of textile sector of Pakistan: application of data envelopment analysis approach. International Review of Management and Business Research, 3(3), 1683.
Yasin, M. Z. (2020). Firm's Trade Activities to Promote Technical Efficiency and Total Factor Productivity: The Growth Accounting and The Stochastic Frontier Approach''. Economics Bulletin, 40(4), 3020-3032.
Yasin, M. Z. (2021). Technical efficiency and total factor productivity growth of Indonesian manufacturing industry: does openness matter?. Studies in Microeconomics, 23210222211024438.
Wooldridge, J. M. (2016). Introductory econometrics: A modern approach. Nelson Education.
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