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Non-parametric analysis of technical efficiency: factors affecting efficiency of handloom industry of Sirajganj district

Author

Listed:
  • Md Awal Al Kabir

    (Jahangirnagar University)

  • Abu Rashed Osman

    (Sohar University)

  • Shah Mohammad Mazeedul Hoque

    (Healthcare World Online)

  • Jeremy Brown

    (Sohar University)

  • Shah Md Safiul Hoque

    (Sohar University)

Abstract

The purpose of this study was to determine the technical efficiency of the handloom sector of Bangladesh, along with the factors affecting the technical efficiency by employing the data envelopment technique. This study used a random sample of 314 handloom entrepreneurs from the district of Sirajganj, Bangladesh. The results revealed that only 45% of handloom firms were technically efficient, implying growth potential. Moreover, bootstrap truncated regression reveals that entrepreneur-specific factors (such as education, training, gender, and working experience), as well as firm-specific factors including (advanced technology, ICT, location, labor productivity, female labor ratio, and capital-labor ratio, government support), has a significant influence on technical efficiency of the handloom microenterprises of Sirajganj. The study recommends enhancing the personal development of handloom entrepreneurs through training, education, and ICT integration. Additionally, it suggests that development organizations provide supportive measures such as education access and low-cost loans to facilitate technology adoption and modernization.

Suggested Citation

  • Md Awal Al Kabir & Abu Rashed Osman & Shah Mohammad Mazeedul Hoque & Jeremy Brown & Shah Md Safiul Hoque, 2025. "Non-parametric analysis of technical efficiency: factors affecting efficiency of handloom industry of Sirajganj district," SN Business & Economics, Springer, vol. 5(5), pages 1-20, May.
  • Handle: RePEc:spr:snbeco:v:5:y:2025:i:5:d:10.1007_s43546-025-00812-z
    DOI: 10.1007/s43546-025-00812-z
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Mohammad Jaforullah, 1999. "Production technology, elasticity of substitution and technical efficiency of the handloom textile industry of Bangladesh," Applied Economics, Taylor & Francis Journals, vol. 31(4), pages 437-442.
    3. Bijoy Kumar Dey & Gurudas Das & Ujjwal Kanti Paul, 2023. "Technical efficiency and its determinants of handloom micro-enterprises in the Indian state of Assam: a two-stage double-bootstrap DEA approach," Indian Growth and Development Review, Emerald Group Publishing Limited, vol. 16(2), pages 123-140, March.
    4. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    5. Maman Setiawan & Nury Effendi & Ratni Heliati & Alfi Syahrin Ario Waskito, 2019. "Technical efficiency and its determinants in the Indonesian micro and small enterprises," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(6), pages 1157-1173, October.
    6. Concetta Castiglione & Davide Infante & Marta Zieba, 2018. "Technical efficiency in the Italian performing arts companies," Small Business Economics, Springer, vol. 51(3), pages 609-638, October.
    7. Jason Hecht, 2018. "Research and development and labour productivity: do high-tech firms exhibit labour- or capital-saving technical change?," Applied Economics, Taylor & Francis Journals, vol. 50(16), pages 1790-1811, April.
    8. James Ang & Jakob Madsen, 2015. "Imitation versus innovation in an aging society: international evidence since 1870," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(2), pages 299-327, April.
    9. Banker, Rajiv D., 1984. "Estimating most productive scale size using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 17(1), pages 35-44, July.
    10. Sangho Kim, 2003. "Identifying And Estimating Sources Of Technical Inefficiency In Korean Manufacturing Industries," Contemporary Economic Policy, Western Economic Association International, vol. 21(1), pages 132-144, January.
    11. Justo De Jorge-Moreno & Oscar Rojas Carrasco, 2015. "Technical efficiency and its determinants factors in Spanish textiles industry (2002-2009)," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 42(3), pages 346-357, August.
    12. Anup Kumar Bhandari & Pradip Maiti, 2007. "Efficiency of Indian Manufacturing Firms: Textile Industry as a Case Study," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 6(1), pages 71-88, April.
    13. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    14. Zoltan J. Acs & Saul Estrin & Tomasz Mickiewicz & László Szerb, 2018. "Entrepreneurship, institutional economics, and economic growth: an ecosystem perspective," Small Business Economics, Springer, vol. 51(2), pages 501-514, August.
    15. Justo De Jorge-Moreno & Oscar Rojas Carrasco, 2015. "Technical efficiency and its determinants factors in Spanish textiles industry (2002-2009)," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 42(3), pages 346-357, August.
    16. Kapelko, Magdalena & Oude Lansink, Alfons, 2017. "Dynamic multi-directional inefficiency analysis of European dairy manufacturing firms," European Journal of Operational Research, Elsevier, vol. 257(1), pages 338-344.
    17. Mohamed Goaïed & Rym Ayed-Mouelhi, 2000. "Efficiency Measurement With Unbalanced Panel Data: Evidence from Tunisian Textile, Clothing and Leather Industries," Journal of Productivity Analysis, Springer, vol. 13(3), pages 249-262, May.
    18. Douglas Holtz-Eakin & Chihwa Kao, 2003. "Entrepreneurship and Economic Growth: The Proof Is in the Productivity," Center for Policy Research Working Papers 50, Center for Policy Research, Maxwell School, Syracuse University.
    19. Anup Kumar Bhandari & Subhash C. Ray, 2012. "Technical Efficiency In The Indian Textiles Industry: A Non‐Parametric Analysis Of Firm‐Level Data," Bulletin of Economic Research, Wiley Blackwell, vol. 64(1), pages 109-124, January.
    20. Hugo Erken & Piet Donselaar & Roy Thurik, 2018. "Total factor productivity and the role of entrepreneurship," The Journal of Technology Transfer, Springer, vol. 43(6), pages 1493-1521, December.
    21. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
    22. Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
    23. Aparajita Singh & Haripriya Gundimeda, 2021. "Measuring technical efficiency and shadow price of water pollutants for the leather industry in India: a directional distance function approach," Journal of Regulatory Economics, Springer, vol. 59(1), pages 71-93, February.
    24. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    25. Charoenrat, Teerawat & Harvie, Charles, 2014. "The efficiency of SMEs in Thai manufacturing: A stochastic frontier analysis," Economic Modelling, Elsevier, vol. 43(C), pages 372-393.
    26. Nile W. Hatch & Jeffrey H. Dyer, 2004. "Human capital and learning as a source of sustainable competitive advantage," Strategic Management Journal, Wiley Blackwell, vol. 25(12), pages 1155-1178, December.
    27. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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