IDEAS home Printed from https://ideas.repec.org/a/bla/rdevec/v25y2021i2p582-600.html
   My bibliography  Save this article

Biased FDI spillovers in incomplete datasets: An empirical examination

Author

Listed:
  • Dea Tusha
  • Jacob A. Jordaan

Abstract

We examine biases in foreign direct investment (FDI) productivity spillovers that can arise when using incomplete datasets, by comparing estimates for Indonesia from the World Bank Enterprise Survey (WBES)—an incomplete dataset example—with estimates from the Indonesian Manufacturing Survey (MS). Furthermore, we conduct estimations on samples drawn from MS, following the sampling methodology of WBES. We find that estimates with this sampling framework are inaccurate, due to measurement error in industry‐level horizontal and vertical FDI, strong presence of small firms, and small sample size. Relaxing the WBES sampling criteria and using FDI variables from MS produces substantially more reliable findings.

Suggested Citation

  • Dea Tusha & Jacob A. Jordaan, 2021. "Biased FDI spillovers in incomplete datasets: An empirical examination," Review of Development Economics, Wiley Blackwell, vol. 25(2), pages 582-600, May.
    • Handle: RePEc:bla:rdevec:v:25:y:2021:i:2:p:582-600
    DOI: 10.1111/rode.12740
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/rode.12740
    Download Restriction: no
    File URL: https://libkey.io/10.1111/rode.12740?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sourafel Girma & Yundan Gong & Holger Görg & Sandra Lancheros, 2016. "Estimating direct and indirect effects of foreign direct investment on firm productivity in the presence of interactions between firms," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 12, pages 227-239, World Scientific Publishing Co. Pte. Ltd..
    2. Lu, Yi & Tao, Zhigang & Zhu, Lianming, 2017. "Identifying FDI spillovers," Journal of International Economics, Elsevier, vol. 107(C), pages 75-90.
    3. Irene Brambilla & Galina Hale & Cheryl Long, 2009. "Foreign Direct Investment and the Incentives to Innovate and Imitate," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 835-861, December.
    4. Zvi Griliches & Jacques Mairesse, 1995. "Production Functions: The Search for Identification," NBER Working Papers 5067, National Bureau of Economic Research, Inc.
    5. Hanousek, Jan & Kocenda, Evzen & Maurel, Mathilde, 2011. "Direct and indirect effects of FDI in emerging European markets: A survey and meta-analysis," Economic Systems, Elsevier, vol. 35(3), pages 301-322, September.
    6. Blalock, Garrick & Gertler, Paul J., 2009. "How firm capabilities affect who benefits from foreign technology," Journal of Development Economics, Elsevier, vol. 90(2), pages 192-199, November.
    7. Alex Eapen, 2012. "Social structure and technology spillovers from foreign to domestic firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 43(3), pages 244-263, April.
    8. Gorodnichenko, Yuriy & Svejnar, Jan & Terrell, Katherine, 2014. "When does FDI have positive spillovers? Evidence from 17 transition market economies," Journal of Comparative Economics, Elsevier, vol. 42(4), pages 954-969.
    9. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    10. Jacob Jordaan, 2011. "Cross-sectional estimation of FDI spillovers when FDI is endogenous: OLS and IV estimates for Mexican manufacturing industries," Applied Economics, Taylor & Francis Journals, vol. 43(19), pages 2451-2463.
    11. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    12. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Multinational Corporations and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 8, pages 101-133, Palgrave Macmillan.
    13. Javorcik, Beata S. & Spatareanu, Mariana, 2011. "Does it matter where you come from? Vertical spillovers from foreign direct investment and the origin of investors," Journal of Development Economics, Elsevier, vol. 96(1), pages 126-138, September.
    14. Javorcik, Beata Smarzynska & Spatareanu, Mariana, 2008. "To share or not to share: Does local participation matter for spillovers from foreign direct investment?," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 194-217, February.
    15. Sørensen, Bent E & Kalemli-Özcan, Sebnem & Volosovych, Vadym & Villegas-Sanchez, Carolina & Yesiltas, Sevcan, 2015. "How to construct nationally representative firm level data from the ORBIS global database," CEPR Discussion Papers 10829, C.E.P.R. Discussion Papers.
    16. Blomstrom, Magnus & Sjoholm, Fredrik, 1999. "Technology transfer and spillovers: Does local participation with multinationals matter?1," European Economic Review, Elsevier, vol. 43(4-6), pages 915-923, April.
    17. Roger Smeets, 2008. "Collecting the Pieces of the FDI Knowledge Spillovers Puzzle," The World Bank Research Observer, World Bank, vol. 23(2), pages 107-138, March.
    18. Monastiriotis, Vassilis, 2014. "Origin of FDI and domestic productivity spillovers: does European FDI have a 'productivity advantage' in the ENP countries?," LSE Research Online Documents on Economics 55267, London School of Economics and Political Science, LSE Library.
    19. Damijan, Jože P. & Rojec, Matija & Majcen, Boris & Knell, Mark, 2013. "Impact of firm heterogeneity on direct and spillover effects of FDI: Micro-evidence from ten transition countries," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 895-922.
    20. Blalock, Garrick & Gertler, Paul J., 2008. "Welfare gains from Foreign Direct Investment through technology transfer to local suppliers," Journal of International Economics, Elsevier, vol. 74(2), pages 402-421, March.
    21. 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.
    22. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    23. Klaus E Meyer & Evis Sinani, 2009. "When and where does foreign direct investment generate positive spillovers? A meta-analysis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1075-1094, September.
    24. Iršová, Zuzana & Havránek, Tomáš, 2013. "Determinants of Horizontal Spillovers from FDI: Evidence from a Large Meta-Analysis," World Development, Elsevier, vol. 42(C), pages 1-15.
    25. 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.
    26. Filip Abraham & Jozef Konings & Veerle Slootmaekers, 2010. "FDI spillovers in the Chinese manufacturing sector," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 18(1), pages 143-182, January.
    27. Jean-Jacques Dethier & Maximilian Hirn & Stéphane Straub, 2011. "Explaining Enterprise Performance in Developing Countries with Business Climate Survey Data," The World Bank Research Observer, World Bank, vol. 26(2), pages 258-309, August.
    28. Karolien Lenaerts & Bruno Merlevede, 2015. "Firm size and spillover effects from foreign direct investment: the case of Romania," Small Business Economics, Springer, vol. 45(3), pages 595-611, October.
    29. Gary H. Jefferson & Miao Ouyang, 2014. "FDI spillovers in China: why do the research findings differ so much?," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 12(1), pages 1-27, February.
    30. Jozef Konings, 2001. "The effects of foreign direct investment on domestic firms," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 9(3), pages 619-633, November.
    31. 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.
    32. Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts and Aggregate Implications," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
    33. John P. Dunne & Nicholas Masiyandima, 2016. "Foreign Firm Ownership and Productivity Spillovers in the Southern African Development Community (SADC) Region," Working Papers 596, Economic Research Southern Africa.
    34. Carlo Altomonte & Enrico Pennings, 2009. "Domestic plant productivity and incremental spillovers from foreign direct investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(7), pages 1131-1148, September.
    35. Alex Eapen, 2013. "FDI spillover effects in incomplete datasets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(7), pages 719-744, September.
    36. Jacob A Jordaan, 2017. "Producer firms, technology diffusion and spillovers to local suppliers: Examining the effects of Foreign Direct Investment and the technology gap," Environment and Planning A, , vol. 49(12), pages 2718-2738, December.
    37. Yan Zhang & Haiyang Li & Yu Li & Li‐An Zhou, 2010. "FDI spillovers in an emerging market: the role of foreign firms' country origin diversity and domestic firms' absorptive capacity," Strategic Management Journal, Wiley Blackwell, vol. 31(9), pages 969-989, September.
    38. Bwalya, Samuel Mulenga, 2006. "Foreign direct investment and technology spillovers: Evidence from panel data analysis of manufacturing firms in Zambia," Journal of Development Economics, Elsevier, vol. 81(2), pages 514-526, December.
    39. Havranek, Tomas & Irsova, Zuzana, 2011. "Estimating vertical spillovers from FDI: Why results vary and what the true effect is," Journal of International Economics, Elsevier, vol. 85(2), pages 234-244.
    40. Takii, Sadayuki, 2005. "Productivity spillovers and characteristics of foreign multinational plants in Indonesian manufacturing 1990-1995," Journal of Development Economics, Elsevier, vol. 76(2), pages 521-542, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ioannis Bournakis & Sotiris Papaioannou & Marina Papanastassiou, 2022. "Multinationals and domestic total factor productivity: Competition effects, knowledge spillovers and foreign ownership," The World Economy, Wiley Blackwell, vol. 45(12), pages 3715-3750, December.
    2. Bournakis, Ioannis & Papanastassiou, Marina & Papaioannou, Sotiris, 2020. "Multinationals and Domestic TFP: Market Shares, Agglomerations Gains and Foreign Ownership," MPRA Paper 106626, University Library of Munich, Germany.
    3. Sara L. McGaughey & Pascalis Raimondos & Lisbeth La Cour, 2018. "What is a Foreign Firm? Implications for Productivity Spillovers," CESifo Working Paper Series 7109, CESifo.
    4. Sara L. McGaughey & Pascalis Raimondos & Lisbeth Cour, 2020. "Foreign influence, control, and indirect ownership: Implications for productivity spillovers," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(9), pages 1391-1412, December.
    5. Sara L. McGaughey & Pascalis Raimondos & Lisbeth Cour, 0. "Foreign influence, control, and indirect ownership: Implications for productivity spillovers," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 0, pages 1-22.
    6. 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.
    7. Seda Köymen Özer & Selin Sayek Böke, 2017. "The Characteristics of Domestic Firms: Materializing Productivity Spillovers from FDI," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(11), pages 2562-2584, November.
    8. Jordaan,Jacob Arie & Douw,Willem & Qiang,Zhenwei, 2020. "Multinational Corporation Affiliates, Backward Linkages, and Productivity Spillovers in Developing and Emerging Economies : Evidence and Policy Making," Policy Research Working Paper Series 9364, The World Bank.
    9. Shawn W. Tan & Dea Tusha, 2023. "Foreign firm characteristics, labour market restrictions and FDI spillovers: Evidence from Moldova," The World Economy, Wiley Blackwell, vol. 46(1), pages 85-119, January.
    10. Engidaw Sisay Negash & Wenjie Zhu & Yangyang Lu & Zhikai Wang, 2020. "Does Chinese Inward Foreign Direct Investment Improve the Productivity of Domestic Firms? Horizontal Linkages and Absorptive Capacities: Firm-Level Evidence from Ethiopia," Sustainability, MDPI, vol. 12(7), pages 1-23, April.
    11. Bournakis, Ioannis & Tsionas, Mike, 2022. "Productivity with Endogenous FDI Spillovers: A Novel Estimation Approach," International Journal of Production Economics, Elsevier, vol. 251(C).
    12. Merlevede, Bruno & Schoors, Koen & Spatareanu, Mariana, 2014. "FDI Spillovers and Time since Foreign Entry," World Development, Elsevier, vol. 56(C), pages 108-126.
    13. Farole, Thomas & Winkler, Deborah, 2012. "Foreign firm characteristics, absorptive capacity and the institutional framework : the role of mediating factors for FDI spillovers in low- and middle-income countries," Policy Research Working Paper Series 6265, The World Bank.
    14. Yoshimichi Murakami & Keijiro Otsuka, 2020. "Governance, Information Spillovers, and Productivity of Local Firms: Toward an Integrated Approach to Foreign Direct Investment and Global Value Chains," The Developing Economies, Institute of Developing Economies, vol. 58(2), pages 134-174, June.
    15. Karolien Lenaerts & Bruno Merlevede, 2018. "Indirect productivity effects from foreign direct investment and multinational firm heterogeneity," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(2), pages 377-400, May.
    16. Bin Ni & Hayato Kato, 2020. "Do vertical spillovers differ by investors’ productivity? Theory and evidence from Vietnam," Review of Development Economics, Wiley Blackwell, vol. 24(3), pages 1046-1072, August.
    17. Pierre Blanchard & Claude Mathieu, 2016. "Multinationals and domestic firms in France: who gains from knowledge spillovers?," Review of Agricultural, Food and Environmental Studies, Springer, vol. 97(2), pages 109-125, September.
    18. Segundo Camino-Mogro & Natalia Bermúdez-Barrezueta & Mary Armijos, 2023. "Is FDI a potential tool for boosting firm’s performance? Firm level evidence from Ecuador," Journal of Evolutionary Economics, Springer, vol. 33(2), pages 341-391, April.
    19. Merlevede, Bruno & Schoors, Koen & Spatareanu, Mariana, 2014. "FDI Spillovers and Time since Foreign Entry," World Development, Elsevier, vol. 56(C), pages 108-126.
    20. Vujanović, Nina & Stojčić, Nebojša & Hashi, Iraj, 2021. "FDI spillovers and firm productivity during crisis: Empirical evidence from transition economies," Economic Systems, Elsevier, vol. 45(2).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:rdevec:v:25:y:2021:i:2:p:582-600. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1363-6669 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.