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Industrial linkage, vertical integration and firm performance: evidence from textile and garment industry in Egypt

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  • Kenichi Kashiwagi

    (The Alliance for Research on the Mediterranean and North Africa (ARENA))

  • Erina Iwasaki

    (Sophia University)

Abstract

Developing industrial linkages as spatial binding forces has become crucial for improving firms’ productivity. This paper examines the impacts of the adoption of forward and financial linkages on the vertical integration and performance of textile and garment firms in Egypt. This study uses a sample of 1020 micro-, small-, and medium-sized enterprises, employing propensity score matching to mitigate the endogeneity bias caused by the self-selection problem in adopting industrial linkages. Inverse-probability-weighted regression adjustment is applied as a doubly robust estimator to quantify the impact. The results confirm the positive impact of forward linkage on total factor productivity (TFP). We also found that financial linkage positively affects labor productivity, TFP, and vertical integration, while its impact on exports was marginal. Adopting financial linkage can increase the value-added per labor by 11–13 thousand Egyptian pounds and increase vertical integration by 13 percentage points. Industrial linkages have not realized an impact on exports in the current market structure; however, extending financial linkage works as an alternative to mitigating financial constraints. We underscore the significance of the policy that fosters forward and financial linkages to induce vertical integration and productivity growth.

Suggested Citation

  • Kenichi Kashiwagi & Erina Iwasaki, 2024. "Industrial linkage, vertical integration and firm performance: evidence from textile and garment industry in Egypt," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 803-828, February.
  • Handle: RePEc:spr:qualqt:v:58:y:2024:i:1:d:10.1007_s11135-023-01667-y
    DOI: 10.1007/s11135-023-01667-y
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    References listed on IDEAS

    as
    1. Davide Del Prete & Giorgia Giovannetti & Enrico Marvasi, 2017. "Global value chains participation and productivity gains for North African firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 675-701, November.
    2. Zhining Hu & Jianghuai Zheng & Jialing Wang, 2011. "Impact of Industrial Linkages on Firm Performance in Development Zones," Chinese Economy, Taylor & Francis Journals, vol. 44(2), pages 78-105, March.
    3. Amiti, Mary & Smarzynska Javorcik, Beata, 2008. "Trade costs and location of foreign firms in China," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 129-149, February.
    4. Darush Yazdanfar & Peter Öhman, 2016. "The impact of trade credit use on firm profitability: empirical evidence from Sweden," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 13(2), pages 116-129, August.
    5. Rasiah, Rajah, 1994. "Flexible Production Systems and Local Machine-Tool Subcontracting: Electronics Components Transnationals in Malaysia," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 18(3), pages 279-298, June.
    6. Brülhart, Marius & Mathys, Nicole A., 2008. "Sectoral agglomeration economies in a panel of European regions," Regional Science and Urban Economics, Elsevier, vol. 38(4), pages 348-362, July.
    7. Dongya Li & Yi Lu & Travis Ng & Jun Yang, 2016. "Does Trade Credit Boost Firm Performance?," Economic Development and Cultural Change, University of Chicago Press, vol. 64(3), pages 573-602.
    8. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    9. Pasquale Sarnacchiaro & Flavio Boccia, 2018. "Some remarks on measurement models in the structural equation model: an application for socially responsible food consumption," Journal of Applied Statistics, Taylor & Francis Journals, vol. 45(7), pages 1193-1208, May.
    10. Barbara Sianesi, 2004. "An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 133-155, February.
    11. Huang, Zuhui & Zhang, Xiaobo & Zhu, Yunwei, 2008. "The role of clustering in rural industrialization: A case study of the footwear industry in Wenzhou," China Economic Review, Elsevier, vol. 19(3), pages 409-420, September.
    12. Wahyu Widodo & Ruhul Salim & Harry Bloch, 2015. "The effects of agglomeration economies on technical efficiency of manufacturing firms: evidence from Indonesia," Applied Economics, Taylor & Francis Journals, vol. 47(31), pages 3258-3275, July.
    13. Fafchamps, Marcel & Hamine, Said El, 2017. "Firm productivity, wages, and agglomeration externalities," Research in Economics, Elsevier, vol. 71(2), pages 291-305.
    14. Takahiro FUKUNISHI, 2009. "Has Low Productivity Constrained The Competitiveness Of African Firms? A Comparison Of Kenyan And Bangladeshi Garment Firms," The Developing Economies, Institute of Developing Economies, vol. 47(3), pages 307-339, September.
    15. Martin Andersson & Hans Lööf, 2011. "Agglomeration and productivity: evidence from firm-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 601-620, June.
    16. Myoungsub Choi & Taelim Choi, 2017. "Agglomeration, productivity, and high-growth firms in the manufacturing sector of South Korea," International Journal of Urban Sciences, Taylor & Francis Journals, vol. 21(1), pages 58-71, January.
    17. Massimiliano Agovino & Agnese Rapposelli, 2015. "Agglomeration externalities and technical efficiency in Italian regions," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(5), pages 1803-1822, September.
    18. Daniel J. Graham & Patricia S. Melo & Piyapong Jiwattanakulpaisarn & Robert B. Noland, 2010. "Testing For Causality Between Productivity And Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(5), pages 935-951, December.
    19. Murat Seker & Federica Saliola, 2018. "A cross-country analysis of total factor productivity using micro-level data," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 18(1), pages 13-27.
    20. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    21. Lee, Hsiao-Hui & Zhou, Jianer & Wang, Jingqi, 2017. "Impact of Trade Credit Financing on Firm Performance in Supply Chains," Foundations and Trends(R) in Technology, Information and Operations Management, now publishers, vol. 10(3-4), pages 253-269, December.
    22. Giulio Cainelli & Roberto Ganau & Donato Iacobucci, 2016. "Do Geographic Concentration and Vertically Related Variety Foster Firm Productivity? Micro-Evidence from Italy," Growth and Change, Wiley Blackwell, vol. 47(2), pages 197-217, June.
    23. Raymond Fisman & Inessa Love, 2003. "Trade Credit, Financial Intermediary Development, and Industry Growth," Journal of Finance, American Finance Association, vol. 58(1), pages 353-374, February.
    24. Peter Debaere & Joonhyung Lee & Myungho Paik, 2010. "Agglomeration, backward and forward linkages: evidence from South Korean investment in China," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 43(2), pages 520-546, May.
    25. Keijiro Otsuka, 2006. "Cluster‐Based Industrial Development: A View From East Asia," The Japanese Economic Review, Japanese Economic Association, vol. 57(3), pages 361-376, September.
    26. Kenichi Kashiwagi & Erina Iwasaki, 2020. "Effect of agglomeration on technical efficiency of small and medium‐sized garment firms in Egypt," African Development Review, African Development Bank, vol. 32(1), pages 14-26, March.
    27. Peter Debaere & Joonhyung Lee & Myungho Paik, 2010. "Agglomeration, backward and forward linkages: evidence from South Korean investment in China," Canadian Journal of Economics, Canadian Economics Association, vol. 43(2), pages 520-546, May.
    28. Flavio Boccia & Pasquale Sarnacchiaro, 2018. "The Impact of Corporate Social Responsibility on Consumer Preference: A Structural Equation Analysis," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(2), pages 151-163, March.
    29. John E. Akoten & Keijiro Otsuka, 2007. "From Tailors to Mini-Manufacturers: The Role of Traders in the Performance of Garment Enterprises in Kenya," Journal of African Economies, Centre for the Study of African Economies, vol. 16(4), pages 564-595, August.
    30. Patibandla, Murali, 1998. "Structure, organizational behavior, and technical efficiency: The case of an Indian industry," Journal of Economic Behavior & Organization, Elsevier, vol. 34(3), pages 419-434, March.
    31. Choksy, Umair Shafi & Ayaz, Muhammad & Al-Tabbaa, Omar & Parast, Mahour, 2022. "Supplier resilience under the COVID-19 crisis in apparel global value chain (GVC): The role of GVC governance and supplier’s upgrading," Journal of Business Research, Elsevier, vol. 150(C), pages 249-267.
    32. Lai, Shaojie & Chen, Lihan & Wang, Qing Sophie & Anderson, Hamish, 2022. "Natural disasters, trade credit, and firm performance," Economic Modelling, Elsevier, vol. 116(C).
    33. Rabellotti, Roberta, 1995. "Is there an "industrial district model"? Footwear districts in Italy and Mexico compared," World Development, Elsevier, vol. 23(1), pages 29-41, January.
    34. Bao, Xiaohua & Gao, Lei & Jin, Yu & Sun, Jin, 2023. "Industrial agglomeration and firm exports: Micro-evidence based on input-output linkages," Economic Modelling, Elsevier, vol. 119(C).
    35. Long, Cheryl & Zhang, Xiaobo, 2011. "Cluster-based industrialization in China: Financing and performance," Journal of International Economics, Elsevier, vol. 84(1), pages 112-123, May.
    36. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    37. Jianqing Ruan & Xiaobo Zhang, 2009. "Finance and Cluster-Based Industrial Development in China," Economic Development and Cultural Change, University of Chicago Press, vol. 58(1), pages 143-164, October.
    38. John Humphrey & Hubert Schmitz, 2002. "How does insertion in global value chains affect upgrading in industrial clusters?," Regional Studies, Taylor & Francis Journals, vol. 36(9), pages 1017-1027.
    39. Schmitz, Hubert & Musyck, Bernard, 1994. "Industrial districts in Europe: Policy lessons for developing countries?," World Development, Elsevier, vol. 22(6), pages 889-910, June.
    40. Schmitz, Hubert & Nadvi, Khalid, 1999. "Clustering and Industrialization: Introduction," World Development, Elsevier, vol. 27(9), pages 1503-1514, September.
    41. Shahidur R. Khandker & Gayatri B. Koolwal & Hussain A. Samad, . "Handbook on Impact Evaluation : Quantitative Methods and Practices," World Bank Publications, The World Bank, number 2693, September.
    42. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    43. Gabriel Natividad, 2014. "Integration and Productivity: Satellite-Tracked Evidence," Management Science, INFORMS, vol. 60(7), pages 1698-1718, July.
    44. Visser, Evert-jan, 1999. "A Comparison of Clustered and Dispersed Firms in the Small-Scale Clothing Industry of Lima," World Development, Elsevier, vol. 27(9), pages 1553-1570, September.
    45. Hu, Yong & Fisher-Vanden, Karen & Su, Baozhong, 2020. "Technological spillover through industrial and regional linkages: Firm-level evidence from China," Economic Modelling, Elsevier, vol. 89(C), pages 523-545.
    46. Khalid Nadvi, 2008. "Global standards, global governance and the organization of global value chains," Journal of Economic Geography, Oxford University Press, vol. 8(3), pages 323-343, May.
    47. Zaid BAKHT & Tatsufumi YAMAGATA & Mohammad YUNUS, 2009. "Profitability And Diversity Among Knitwear‐Producing Firms In Bangladesh: The Prospects Of A Labor‐Intensive Industry In A Least Developed Country," The Developing Economies, Institute of Developing Economies, vol. 47(3), pages 340-366, September.
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    More about this item

    Keywords

    Forward linkage; Financial linkage; Trade credit; Propensity score matching; Textile and garment; Egypt;
    All these keywords.

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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