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Firm performance and markets: survival analysis of medium and large manufacturing enterprises in Indonesia

Author

Listed:
  • Rifai Afin

    (Corvinus University of Budapest)

  • Keresztély Tibor

    (Corvinus University of Budapest)

  • Cserháti Ilona

    (Corvinus University of Budapest)

Abstract

This study identifies the effect of firm performance, especially efficiency, on firm survival. This study applies efficiency calculations using a translog model based on both time-invariant and time-varying production functions and the Ackerberg–Caves–Frazer (ACF) model to overcome the endogeneity problem in the estimation of the production function. The data used are firm-level data, which are medium and large manufacturing company censuses with an observation period from 1995 to 2015. This study used two estimation techniques: the Cox proportional hazard model and Poisson regression. I estimate the Cox regression with firm-level data, whereas the Poisson regression is estimated with aggregate data for 2-digit ISIC. Estimates at the aggregate 2-digit ISIC level are intended to not only see the effect of efficiency on companies that survive but also on companies that enter and exit. Firm-level evidence shows that a company’s efficiency reduces the hazard ratio or increases its survival time. Moreover, consistent with firm-level results, the aggregate-level estimation shows that efficiency increases the chances of survival and entry of companies into Indonesia and reduces the rate of company exit from the Indonesian market. This shows that a company's level of technical efficiency makes an important contribution to the survival of manufacturing companies in Indonesia.

Suggested Citation

  • Rifai Afin & Keresztély Tibor & Cserháti Ilona, 2025. "Firm performance and markets: survival analysis of medium and large manufacturing enterprises in Indonesia," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(1), pages 107-151, March.
  • Handle: RePEc:spr:epolin:v:52:y:2025:i:1:d:10.1007_s40812-024-00302-7
    DOI: 10.1007/s40812-024-00302-7
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    as
    1. Ian Domowitz & R. Glenn Hubbard & Bruce C. Petersen, 1986. "Business Cycles and the Relationship Between Concentration and Price-Cost Margins," RAND Journal of Economics, The RAND Corporation, vol. 17(1), pages 1-17, Spring.
    2. Saten Kumar & Yuriy Gorodnichenko & Olivier Coibion, 2023. "The Effect of Macroeconomic Uncertainty on Firm Decisions," Econometrica, Econometric Society, vol. 91(4), pages 1297-1332, July.
    3. Serguei Kaniovski & Michael Peneder, 2008. "Determinants of firm survival: a duration analysis using the generalized gamma distribution," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 35(1), pages 41-58, March.
    4. Satya Paul & Sriram Shankar, 2020. "Estimating efficiency effects in a panel data stochastic frontier model," Journal of Productivity Analysis, Springer, vol. 53(2), pages 163-180, April.
    5. Cheng Shu & Sharon A. Simmons, 2018. "Firm survival in traded industries: does localization moderate the effects of founding team experience?," Small Business Economics, Springer, vol. 50(3), pages 643-655, March.
    6. Joachim Wagner, 2016. "Exports, Imports and Firm Survival: First Evidence for Manufacturing Enterprises in Germany," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 10, pages 341-367, World Scientific Publishing Co. Pte. Ltd..
    7. Januszewski, Silke I. & Koke, Jens & Winter, Joachim K., 2002. "Product market competition, corporate governance and firm performance: an empirical analysis for Germany," Research in Economics, Elsevier, vol. 56(3), pages 299-332, September.
    8. Elena Cefis & Orietta Marsili, 2005. "A matter of life and death: innovation and firm survival," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(6), pages 1167-1192, December.
    9. Utterback, James M. & Suarez, Fernando F., 1993. "Innovation, competition, and industry structure," Research Policy, Elsevier, vol. 22(1), pages 1-21, February.
    10. Ari Kokko & Tran Toan Thang, 2014. "Foreign Direct Investment and the Survival of Domestic Private Firms in Viet Nam," Asian Development Review, MIT Press, vol. 31(1), pages 53-91, March.
    11. Tzouvelekas, Evaggelos, 2000. "Approximation Properties and Estimation of the Translog Production Function with Panel Data," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 1(01), pages 1-16, January.
    12. Fernando F. Suárez & James M. Utterback, 1995. "Dominant designs and the survival of firms," Strategic Management Journal, Wiley Blackwell, vol. 16(6), pages 415-430.
    13. Mark J. O. Bagley, 2019. "Networks, geography and the survival of the firm," Journal of Evolutionary Economics, Springer, vol. 29(4), pages 1173-1209, September.
    14. Michal Rychnovský, 2018. "Survival Analysis As A Tool For Better Probability Of Default Prediction," Acta Oeconomica Pragensia, Prague University of Economics and Business, vol. 2018(1), pages 34-46.
    15. Antonio Palestrini, 2015. "Firm Size Distribution and the Survival Bias," Economics Bulletin, AccessEcon, vol. 35(3), pages 1630-1637.
    16. Alessandra Guariglia & Marina-Eliza Spaliara & Serafeim Tsoukas, 2016. "To What Extent Does the Interest Burden Affect Firm Survival? Evidence from a Panel of UK Firms during the Recent Financial Crisis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(4), pages 576-594, August.
    17. Lecraw, Donald J., 1978. "Determinants of capacity utilization by firms in less developed countries," Journal of Development Economics, Elsevier, vol. 5(2), pages 139-153, June.
    18. Silvia Muzi & Filip Jolevski & Kohei Ueda & Domenico Viganola, 2023. "Productivity and firm exit during the COVID-19 crisis: cross-country evidence," Small Business Economics, Springer, vol. 60(4), pages 1719-1760, April.
    19. Kubo, Katsuyuki & Phan, Huu Viet, 2019. "State ownership, sovereign wealth fund and their effects on firm performance: Empirical evidence from Vietnam," Pacific-Basin Finance Journal, Elsevier, vol. 58(C).
    20. Kim, H Youn, 1992. "The Translog Production Function and Variable Returns to Scale," The Review of Economics and Statistics, MIT Press, vol. 74(3), pages 546-552, August.
    21. Chen, Tain-Jy & Ku, Ying-Hua, 2000. "The effect of foreign direct investment on firm growth: the case of Taiwan's manufacturers," Japan and the World Economy, Elsevier, vol. 12(2), pages 153-172, May.
    22. Silvia Liverani & Lucy Leigh & Irene L. Hudson & Julie E. Byles, 2021. "Clustering method for censored and collinear survival data," Computational Statistics, Springer, vol. 36(1), pages 35-60, March.
    23. Ana M. Fernandes & Caroline Paunov, 2015. "The Risks of Innovation: Are Innovating Firms Less Likely to Die?," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 638-653, July.
    24. Joachim Wagner & John Philipp Weche Gelübcke, 2012. "Foreign Ownership and Firm Survival: First Evidence for Enterprises in Germany," International Economics, CEPII research center, issue 132, pages 117-139.
    25. Dimara, Efthalia & Skuras, Dimitris & Tsekouras, Kostas & Tzelepis, Dimitris, 2008. "Productive efficiency and firm exit in the food sector," Food Policy, Elsevier, vol. 33(2), pages 185-196, April.
    26. Maria Guadalupe & Julie M. Wulf, 2008. "The Flattening Firm and Product Market Competition: The Effect of Trade Liberalization," Harvard Business School Working Papers 09-067, Harvard Business School.
    27. 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.
    28. Catherine M. Banbury & Will Mitchell, 1995. "The effect of introducing important incremental innovations on market share and business survival," Strategic Management Journal, Wiley Blackwell, vol. 16(S1), pages 161-182.
    29. Nilanjan Basu & Xing Wang, 2011. "Evidence On The Relation Between Inventory Changes, Earnings And Firm Value," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 5(3), pages 1-14.
    30. repec:cii:cepiei:2012-q4-132-4 is not listed on IDEAS
    31. Cefis, Elena & Marsili, Orietta, 2012. "Going, going, gone. Exit forms and the innovative capabilities of firms," Research Policy, Elsevier, vol. 41(5), pages 795-807.
    32. P. Holmes & A. Hunt & I. Stone, 2010. "An analysis of new firm survival using a hazard function," Applied Economics, Taylor & Francis Journals, vol. 42(2), pages 185-195.
    33. Lieberman, Marvin B., 1989. "Capacity utilization: Theoretical models and empirical tests," European Journal of Operational Research, Elsevier, vol. 40(2), pages 155-168, May.
    34. John Baldwin & Beiling Yan, 2011. "The death of Canadian manufacturing plants: heterogeneous responses to changes in tariffs and real exchange rates," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(1), pages 131-167, April.
    35. Ray, Subhash C. & Walden, John & Chen, Lei, 2021. "Economic measures of capacity utilization: A nonparametric short-run cost function analysis," European Journal of Operational Research, Elsevier, vol. 293(1), pages 375-387.
    36. Stearns, Timothy M. & Carter, Nancy M. & Reynolds, Paul D. & Williams, Mary L., 1995. "New firm survival: Industry, strategy, and location," Journal of Business Venturing, Elsevier, vol. 10(1), pages 23-42, January.
    37. Zoltán J. Ács & Catherine Armington & Ting Zhang, 2015. "The determinants of new-firm survival across regional economies: The role of human capital stock and knowledge spillover," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 18, pages 344-368, Edward Elgar Publishing.
    38. Ghazali, Ahmad & Khaw, Karren Lee-Hwei & Zainir, Fauzi Bin, 2022. "Development vs. political views of government ownership: How does it affect investment efficiency?," Finance Research Letters, Elsevier, vol. 48(C).
    39. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    40. Efthymios Tsionas & Theodore Papadogonas, 2006. "Firm exit and technical inefficiency," Empirical Economics, Springer, vol. 31(2), pages 535-548, June.
    41. J. Myles Shaver & Will Mitchell & Bernard Yeung, 1997. "The effect of own‐firm and other‐firm experience on foreign direct investment survival in the United States, 1987–92," Strategic Management Journal, Wiley Blackwell, vol. 18(10), pages 811-824, November.
    42. Hans P. Binswanger, 1974. "A Cost Function Approach to the Measurement of Elasticities of Factor Demand and Elasticities of Substitution," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 56(2), pages 377-386.
    43. 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.
    44. Bach Nguyen & Hoa Do & Chau Le, 2022. "How much state ownership do hybrid firms need for better performance?," Small Business Economics, Springer, vol. 59(3), pages 845-871, October.
    45. Laura Alfaro & Maggie Xiaoyang Chen, 2012. "Surviving the Global Financial Crisis: Foreign Ownership and Establishment Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 4(3), pages 30-55, August.
    46. Kao, Erin Hui-Chuan & Liu, Jin-Tan, 2022. "Extensive margins of trade and firm survival," Economics Letters, Elsevier, vol. 218(C).
    47. Khaled Elsayed, 2014. "Inventory management over firm life cycle: some empirical evidence," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 19(4), pages 431-450.
    48. Andrew B. Bernard & Fredrik Sjoholm, 2003. "Foreign Owners and Plant Survival," NBER Working Papers 10039, National Bureau of Economic Research, Inc.
    49. Rajshree Agarwal & David B. Audretsch, 2001. "Does Entry Size Matter? The Impact of the Life Cycle and Technology on Firm Survival," Journal of Industrial Economics, Wiley Blackwell, vol. 49(1), pages 21-43, March.
    50. Audretsch, David B & Mahmood, Talat, 1995. "New Firm Survival: New Results Using a Hazard Function," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 97-103, February.
    51. Haraguchi, Nobuya & Cheng, Charles Fang Chin & Smeets, Eveline, 2017. "The Importance of Manufacturing in Economic Development: Has This Changed?," World Development, Elsevier, vol. 93(C), pages 293-315.
    52. Wu, Yangru & Zhang, Junxi, 2001. "The Effects of Inflation on the Number of Firms and Firm Size," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(2), pages 251-271, May.
    53. Satoshi Honma & Jin-Li Hu, 2018. "A meta-stochastic frontier analysis for energy efficiency of regions in Japan," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 7(1), pages 1-16, December.
    54. Audretsch, David B, 1991. "New-Firm Survival and the Technological Regime," The Review of Economics and Statistics, MIT Press, vol. 73(3), pages 441-450, August.
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    More about this item

    Keywords

    Firm survival; Efficiency; Market structure; Macroeconomic stability;
    All these keywords.

    JEL classification:

    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

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