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Superstars or Super-Villains? Productivity Spillovers and Firm Dynamics in Indonesia

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  • Mohammad Zeqi Yasin

Abstract

Do industrial "superstars" help others up or crowd them out? We examine the relationship between the spillovers of superstar firms (those with the top market share in their industry) and the productivity dynamics in Indonesia. Employing data on Indonesian manufacturing firms from 2001 to 2015, we find that superstar exposures in the market raise both the productivity level and the growth of non-superstar firms through horizontal (within a sector-province) and vertical (across sectors) channels. When we distinguish by ownership, foreign superstars consistently encourage productivity except through the horizontal channel. In contrast, domestic superstars generate positive spillovers through both horizontal and vertical linkages, indicating that foreign firms do not solely drive positive externalities. Furthermore, despite overall productivity growth being positive in 2001-2015, the source of negative growth is mainly driven by within-group reallocation, evidence of misallocation among surviving firms, notably by domestic superstars. Although Indonesian superstar firms are more efficient in their operations, their relatively modest growth rates suggest a potential stagnation, which can be plausibly attributed to limited innovation activity or a slow pace of adopting new technologies.

Suggested Citation

  • Mohammad Zeqi Yasin, 2025. "Superstars or Super-Villains? Productivity Spillovers and Firm Dynamics in Indonesia," Papers 2510.11139, arXiv.org.
  • Handle: RePEc:arx:papers:2510.11139
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    1. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    2. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    3. Calì, Massimiliano & Presidente, Giorgio, 2025. "Robots for economic development," Labour Economics, Elsevier, vol. 96(C).
    4. Francesca de Nicola & Norman Loayza & Ha Nguyen, 2024. "Productivity loss and misallocation of resources in Southeast Asia," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 29(4), pages 2152-2169, October.
    5. Alonso Alfaro-Ureña & Isabela Manelici & Jose P Vasquez, 2022. "The Effects of Joining Multinational Supply Chains: New Evidence from Firm-to-Firm Linkages," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(3), pages 1495-1552.
    6. Dierk Herzer & Julian Donaubauer, 2018. "The long-run effect of foreign direct investment on total factor productivity in developing countries: a panel cointegration analysis," Empirical Economics, Springer, vol. 54(2), pages 309-342, March.
    7. Salvador Barrios & Holger Görg & Eric Strobl, 2016. "Spillovers through backward linkages from multinationals: Measurement matters!," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 11, pages 213-226, World Scientific Publishing Co. Pte. Ltd..
    8. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2025. "A Practical Guide to Shift-Share Instruments," Journal of Economic Perspectives, American Economic Association, vol. 39(1), pages 181-204, Winter.
    9. Perugini, Cristiano & Vecchi, Michela & Venturini, Francesco, 2017. "Globalisation and the decline of the labour share: A microeconomic perspective," Economic Systems, Elsevier, vol. 41(4), pages 524-536.
    10. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    11. Leblebicioğlu, Asli & Weinberger, Ariel, 2021. "Openness and factor shares: Is globalization always bad for labor?," Journal of International Economics, Elsevier, vol. 128(C).
    12. Mike G. Tsionas & Subal C. Kumbhakar, 2023. "Productivity and Performance: A GMM approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(2), pages 331-344, April.
    13. Julian di Giovanni & Andrei A. Levchenko & Isabelle Mejean, 2017. "Large Firms and International Business Cycle Comovement," American Economic Review, American Economic Association, vol. 107(5), pages 598-602, May.
    14. Rodríguez-Pose, Andrés & Tselios, Vassilis & Winkler, Deborah & Farole, Thomas, 2013. "Geography and the Determinants of Firm Exports in Indonesia," World Development, Elsevier, vol. 44(C), pages 225-240.
    15. Philippe Aghion & Ufuk Akcigit & Antonin Bergeaud & Richard Blundell & David Hemous, 2019. "Innovation and Top Income Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 1-45.
    16. Ciliberto, Federico & Jäkel, Ina C., 2021. "Superstar exporters: An empirical investigation of strategic interactions in Danish export markets," Journal of International Economics, Elsevier, vol. 129(C).
    17. Bournakis, Ioannis, 2021. "Spillovers and productivity: Revisiting the puzzle with EU firm level data," Economics Letters, Elsevier, vol. 201(C).
    18. Zhang, Hongsheng & Wei, Yueling & Ma, Shuzhong, 2021. "Overcoming the “Solow paradox”: Tariff reduction and productivity growth of Chinese ICT firms," Journal of Asian Economics, Elsevier, vol. 74(C).
    19. Toshiyuki Matsuura & Hisamitsu Saito, 2023. "Foreign direct investment and labor demand by skill in Indonesian manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 159(4), pages 921-941, November.
    20. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    21. Sajid Anwar & Sizhong Sun, 2019. "Firm heterogeneity and FDI-related productivity spillovers: A theoretical investigation," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 28(1), pages 1-10, January.
    22. Nathapornpan PIYAAREEKUL UTTAMA & Nicolas PERIDY, 2010. "Foreign Direct Investment and Productivity Spillovers: the Experience of ASEAN Countries," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 25, pages 298-323.
    23. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    24. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    25. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2024. "The Rise of Star Firms: Intangible Capital and Competition," The Review of Financial Studies, Society for Financial Studies, vol. 37(3), pages 882-949.
    26. Hanhyung Pyo & Sangheon Lee, 2018. "Are there spillover effects of large firms’ growth in supply chain networks? Evidence from the Korean economy," Applied Economics Letters, Taylor & Francis Journals, vol. 25(17), pages 1208-1211, October.
    27. Smith, Vernon L., 1974. "Optimal costly firm entry in general equilibrium," Journal of Economic Theory, Elsevier, vol. 9(4), pages 397-417, December.
    28. Laura Márquez-Ramos, 2022. "A Survey of Papers Using Indonesian Firm-Level Data: Research Questions and Insights for Novel Policy-Relevant Research in Economics," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 58(2), pages 141-166, May.
    29. Filip Abraham & Yannick Bormans, 2020. "The Impact of Superstar Firms on the Labor Share: Evidence from Belgium," De Economist, Springer, vol. 168(3), pages 369-402, September.
    30. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    31. Thang Ngoc Bach, 2019. "State owned enterprises and capital misallocation in Vietnam," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 24(3), pages 430-451, July.
    32. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    33. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    34. Griliches, Zvi & Regev, Haim, 1995. "Firm productivity in Israeli industry 1979-1988," Journal of Econometrics, Elsevier, vol. 65(1), pages 175-203, January.
    35. Brock, William A., 1972. "On models of expectations that arise from maximizing behavior of economic agents over time," Journal of Economic Theory, Elsevier, vol. 5(3), pages 348-376, December.
    36. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    37. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    38. Jim Huangnan Shen & Hao Wang & Steve Chu‐Chia Lin, 2021. "Productivity Gap and Inward FDI Spillovers: Theory and Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(2), pages 24-48, March.
    39. Daniel Trefler, 2004. "The Long and Short of the Canada-U. S. Free Trade Agreement," American Economic Review, American Economic Association, vol. 94(4), pages 870-895, September.
    40. André Spithoven & Bruno Merlevede, 2023. "The productivity impact of R&D and FDI spillovers: characterising regional path development," The Journal of Technology Transfer, Springer, vol. 48(2), pages 560-590, April.
    41. Genthner, Robert & Kis-Katos, Krisztina, 2022. "Foreign investment regulation and firm productivity: Granular evidence from Indonesia," Journal of Comparative Economics, Elsevier, vol. 50(3), pages 668-687.
    42. Suyanto & Salim, Ruhul A. & Bloch, Harry, 2009. "Does Foreign Direct Investment Lead to Productivity Spillovers? Firm Level Evidence from Indonesia," World Development, Elsevier, vol. 37(12), pages 1861-1876, December.
    43. Krisna Gupta, 2023. "The Heterogeneous Impact of Tariffs and Ntms on Total Factor Productivity for Indonesian Firms," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 59(2), pages 269-300, May.
    44. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    45. Luosha Du & Ann Harrison & Gary Jefferson, 2022. "FDI Spillovers and Industrial Policy: The Role of Tariffs and Tax Holidays," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 9, pages 215-232, World Scientific Publishing Co. Pte. Ltd..
    46. Jan De Loecker & Frederic Warzynski, 2012. "Markups and Firm-Level Export Status," American Economic Review, American Economic Association, vol. 102(6), pages 2437-2471, October.
    47. Aghion, Philippe & Howitt, Peter, 2023. "The Creative Destruction Approach to Growth Economics," European Review, Cambridge University Press, vol. 31(4), pages 312-325, August.
    48. Firooz, Hamid & Liu, Zheng & Wang, Yajie, 2025. "Automation and the rise of superstar firms," Journal of Monetary Economics, Elsevier, vol. 151(C).
    49. Orlic, Edvard & Hashi, Iraj & Hisarciklilar, Mehtap, 2018. "Cross sectoral FDI spillovers and their impact on manufacturing productivity," International Business Review, Elsevier, vol. 27(4), pages 777-796.
    50. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    51. Simcha Barkai, 2020. "Declining Labor and Capital Shares," Journal of Finance, American Finance Association, vol. 75(5), pages 2421-2463, October.
    52. Li, Xing & Chen, Xi & Hou, Keqiang, 2024. "FDI technology spillovers in Chinese supplier-customer networks," International Review of Financial Analysis, Elsevier, vol. 94(C).
    53. Yannick Bormans & Angelos Theodorakopoulos, 2023. "Productivity dispersion, wage dispersion and superstar firms," Economica, London School of Economics and Political Science, vol. 90(360), pages 1145-1172, October.
    54. Gabriele Rovigatti & Vincenzo Mollisi, 2018. "Theory and practice of total-factor productivity estimation: The control function approach using Stata," Stata Journal, StataCorp LLC, vol. 18(3), pages 618-662, September.
    55. Xu, Xiang & Li, David Daokui & Zhao, Mofei, 2018. "“Made in China” matters: Integration of the global labor market and the global labor share decline," China Economic Review, Elsevier, vol. 52(C), pages 16-29.
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