IDEAS home Printed from https://ideas.repec.org/p/unm/unumer/2019013.html
   My bibliography  Save this paper

What a firm produces matters: diversi cation, coherence and performance of Indian manufacturing

Author

Listed:
  • Dosi, Giovanni

    (Institute of Economics, Sant'Anna School of Advanced Studies, Pisa)

  • Mathew, Nanditha

    (UNU-MERIT, and Institute of Economics, Sant'Anna School of Advanced Studies, Pisa, and IBIMET-CNR, Florence)

  • Pugliese, Emanuele

    (European Commission, Joint Research Centre (JRC), Seville, Institute of Complex Systems, CNR, Rome)

Abstract

Economic growth and development of a country involves accumulation of knowledge and dynamic capabilities (Cimoli et al., 2009). Past research has begun to investigate the capability accumulation and macro-economic development of countries and sectors (Dosi et al., 1990), also by means of introduction of new products (Hausmann and Rodrik, 2003). In this work, recognizing that firms are the actual domain in which production takes place, we focus on the firm-level process of capability accumulation and diversification in a developing country. We investigate the relationship between diversification (and coherent diversification) and firm performance by employing an extensive database of Indian manufacturing firms with detailed information on product mix of firms. We claim that such an understanding of firms' incentives to diversify is relevant not only for the corporate management, but also for the diversification of countries and thereby its development. First, we explore the reasons behind firms' strategy to diversify, i.e, which firms choose a broad product scope and whether the change in the scope of the firm results in improved performance in terms of firm profitability and sales growth. Second, we look at the idiosyncratic characteristics of different products, by emphasizing the synergies of a product line with respect to the overall product basket of the firm. In this line, we develop a measure that captures the synergies and economies of scope between different products, and observe that the firms' future performance crucially depend on the interactions between the products that comprise its basket. Overall, our results are consistent with an intangible- capabilities model of firm diversification: diversification results in improved firm performance if the firm has underused capabilities and the new production line is able to exploit them.

Suggested Citation

  • Dosi, Giovanni & Mathew, Nanditha & Pugliese, Emanuele, 2019. "What a firm produces matters: diversi cation, coherence and performance of Indian manufacturing," MERIT Working Papers 2019-013, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  • Handle: RePEc:unm:unumer:2019013
    as

    Download full text from publisher

    File URL: https://unu-merit.nl/publications/wppdf/2019/wp2019-013.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Owen A. Lamont & Christopher Polk, 2001. "The Diversification Discount: Cash Flows Versus Returns," Journal of Finance, American Finance Association, vol. 56(5), pages 1693-1721, October.
    2. repec:bla:jfinan:v:59:y:2004:i:2:p:507-535 is not listed on IDEAS
    3. Nicholas Vonortas, 1999. "How do Participants in Research Joint Ventures Diversify?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 15(3), pages 263-281, November.
    4. Tarun Khanna & Krishna Palepu, 2000. "Is Group Affiliation Profitable in Emerging Markets? An Analysis of Diversified Indian Business Groups," Journal of Finance, American Finance Association, vol. 55(2), pages 867-891, April.
    5. Pinelopi K Goldberg & Amit K Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Multiproduct Firms and Product Turnover in the Developing World: Evidence from India," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 1042-1049, November.
    6. Alexander McKelvie & Johan Wiklund, 2010. "Advancing Firm Growth Research: A Focus on Growth Mode Instead of Growth Rate," Entrepreneurship Theory and Practice, , vol. 34(2), pages 261-288, March.
    7. Constantinos C. Markides, 1995. "Diversification, restructuring and economic performance," Strategic Management Journal, Wiley Blackwell, vol. 16(2), pages 101-118.
    8. Alex Coad & Christina Guenther, 2013. "Diversification patterns and survival as firms mature," Small Business Economics, Springer, vol. 41(3), pages 633-649, October.
    9. Giovanni Dosi & Keith Pavitt & Luc Soete, 1990. "The Economics of Technical Change and International Trade," LEM Book Series, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy, number dosietal-1990, November.
    10. J. Michael Geringer & Paul W. Beamish & Richard C. Dacosta, 1989. "Diversification strategy and internationalization: Implications for mne performance," Strategic Management Journal, Wiley Blackwell, vol. 10(2), pages 109-119, March.
    11. H. Kurt Christensen & Cynthia A. Montgomery, 1981. "Corporate economic performance: Diversification strategy versus market structure," Strategic Management Journal, Wiley Blackwell, vol. 2(4), pages 327-343, October.
    12. Giulio Bottazzi & Davide Pirino, 2010. "Measuring Industry Relatedness and Corporate Coherence," LEM Papers Series 2010/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    13. Lionel Nesta & Pier-Paolo Saviotti, 2006. "Firm knowledge and market value in biotechnology," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(4), pages 625-652, August.
    14. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    15. Rebecca Henderson & Iain Cockburn, 1994. "Measuring Competence? Exploring Firm Effects in Pharmaceutical Research," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 63-84, December.
    16. Giovanni Dosi & Marco Faillo & Luigi Marengo, 2003. "Organizational Capabilities, Patterns of Knowledge Accumulation and Governance Structures in Business Firms. An Introduction," LEM Papers Series 2003/11, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    17. Giovanni Dosi, 1984. "Technical Change and Industrial Transformation," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-349-17521-5, December.
    18. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    19. Andrea Zaccaria & Matthieu Cristelli & Andrea Tacchella & Luciano Pietronero, 2014. "How the Taxonomy of Products Drives the Economic Development of Countries," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-17, December.
    20. Vojislav Maksimovic & Gordon Phillips, 2002. "Do Conglomerate Firms Allocate Resources Inefficiently Across Industries? Theory and Evidence," Journal of Finance, American Finance Association, vol. 57(2), pages 721-767, April.
    21. Douglas J. Miller, 2004. "Firms' technological resources and the performance effects of diversification: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 25(11), pages 1097-1119, November.
    22. Chen, Sheng-Syan & Ho, Kim Wai, 2000. "Corporate diversification, ownership structure, and firm value: The Singapore evidence," International Review of Financial Analysis, Elsevier, vol. 9(3), pages 315-326.
    23. Nanditha Mathew, 2017. "Drivers of firm growth: micro-evidence from Indian manufacturing," Journal of Evolutionary Economics, Springer, vol. 27(3), pages 585-611, July.
    24. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    25. E. Santarelli & H. T. Tran, 2013. "Diversification Strategies and Firm Performance: A Sample Selection Approach," Working Papers wp896, Dipartimento Scienze Economiche, Universita' di Bologna.
    26. David J. Teece & Richard Rumelt & Giovanni Dosi & Sidney Winter, 2000. "Understanding Corporate Coherence: Theory and Evidence," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 9, pages 264-293, Edward Elgar Publishing.
    27. Maddala, G.S., 1986. "Disequilibrium, self-selection, and switching models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 3, chapter 28, pages 1633-1688, Elsevier.
    28. Cimoli, Mario & Dosi, Giovanni & Stiglitz, Joseph E. (ed.), 2009. "Industrial Policy and Development: The Political Economy of Capabilities Accumulation," OUP Catalogue, Oxford University Press, number 9780199235278.
    29. Breschi, Stefano & Lissoni, Francesco & Malerba, Franco, 2003. "Knowledge-relatedness in firm technological diversification," Research Policy, Elsevier, vol. 32(1), pages 69-87, January.
    30. Richard A. Bettis, 1981. "Performance differences in related and unrelated diversified firms," Strategic Management Journal, Wiley Blackwell, vol. 2(4), pages 379-393, October.
    31. Margaret S. McMillan & Dani Rodrik, 2011. "Globalization, Structural Change and Productivity Growth," NBER Working Papers 17143, National Bureau of Economic Research, Inc.
    32. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    33. Hausmann, Ricardo & Rodrik, Dani, 2003. "Economic development as self-discovery," Journal of Development Economics, Elsevier, vol. 72(2), pages 603-633, December.
    34. Matsusaka, John G, 2001. "Corporate Diversification, Value Maximization, and Organizational Capabilities," The Journal of Business, University of Chicago Press, vol. 74(3), pages 409-431, July.
    35. John R. Graham & Michael L. Lemmon & Jack G. Wolf, 2002. "Does Corporate Diversification Destroy Value?," Journal of Finance, American Finance Association, vol. 57(2), pages 695-720, April.
    36. Dosi, Giovanni & Grazzi, Marco & Mathew, Nanditha, 2017. "The cost-quantity relations and the diverse patterns of “learning by doing”: Evidence from India," Research Policy, Elsevier, vol. 46(10), pages 1873-1886.
    37. David J. Teece, 2003. "Towards an Economic Theory of the Multiproduct Firm," World Scientific Book Chapters, in: Essays In Technology Management And Policy Selected Papers of David J Teece, chapter 15, pages 419-446, World Scientific Publishing Co. Pte. Ltd..
    38. Giovanni Dosi & Marco Grazzi & Daniele Moschella, 2017. "What do firms know? What do they produce? A new look at the relationship between patenting profiles and patterns of product diversification," Small Business Economics, Springer, vol. 48(2), pages 413-429, February.
    39. Choelsoon Park, 2003. "Prior performance characteristics of related and unrelated acquirers," Strategic Management Journal, Wiley Blackwell, vol. 24(5), pages 471-480, May.
    40. Cimoli, Mario & Dosi, Giovanni, 1995. "Technological Paradigms, Patterns of Learning and Development: An Introductory Roadmap," Journal of Evolutionary Economics, Springer, vol. 5(3), pages 243-268, September.
    41. James Robins & Margarethe F. Wiersema, 1995. "A resource‐based approach to the multibusiness firm: Empirical analysis of portfolio interrelationships and corporate financial performance," Strategic Management Journal, Wiley Blackwell, vol. 16(4), pages 277-299.
    42. Xavier Cirera & William F. Maloney, 2017. "The Innovation Paradox," World Bank Publications - Books, The World Bank Group, number 28341.
    43. Andrew Delios & Dean Xu & Paul W Beamish, 2008. "Within-country product diversification and foreign subsidiary performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(4), pages 706-724, June.
    44. 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.
    45. Manuel Ammann & Daniel Hoechle & Markus Schmid, 2012. "Is there Really No Conglomerate Discount?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 39(1-2), pages 264-288, January.
    46. Stefano Valvano & Davide Vannoni, 2003. "Diversification Strategies and Corporate Coherence Evidence from Italian Leading Firms," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 23(1), pages 25-41, August.
    47. Andrew Delios & Paul W. Beamish, 1999. "Geographic scope, product diversification, and the corporate performance of Japanese firms," Strategic Management Journal, Wiley Blackwell, vol. 20(8), pages 711-727, August.
    48. Kim,Linsu & Nelson,Richard R. (ed.), 2000. "Technology, Learning, and Innovation," Cambridge Books, Cambridge University Press, number 9780521770033, October.
    49. Piscitello, Lucia, 2000. "Relatedness and coherence in technological and product diversification of the world's largest firms," Structural Change and Economic Dynamics, Elsevier, vol. 11(3), pages 295-315, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Aistleitner, Matthias & Gräbner, Claudius & Hornykewycz, Anna, 2021. "Theory and empirics of capability accumulation: Implications for macroeconomic modeling," Research Policy, Elsevier, vol. 50(6).
    2. Mathew, Nanditha & Napolitano, Lorenzo & Rizzo, Ugo, 2020. "The role of domestic-firm knowledge in foreign R&D collaborations: Evidence from co-patenting in Indian firms," MERIT Working Papers 2020-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

    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. Giovanni Dosi & Nanditha Mathew & Emanuele Pugliese, 2019. "What a firm produces matters: diversification, coherence and performance of Indian manufacturing firms," LEM Papers Series 2019/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Francesco Lamperti & Mariana Mazzucato & Andrea Roventini & Gregor Semieniuk, 2019. "The Green Transition: Public Policy, Finance, and the Role of the State," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 88(2), pages 73-88.
    3. Dosi, Giovanni & Mathew, Nanditha & Pugliese, Emanuele, 2022. "What a firm produces matters: Processes of diversification, coherence and performances of Indian manufacturing firms," Research Policy, Elsevier, vol. 51(8).
    4. Bernardo Caldarola & Dario Mazzilli & Lorenzo Napolitano & Aurelio Patelli & Angelica Sbardella, 2023. "Economic complexity and the sustainability transition: A review of data, methods, and literature," Papers 2308.07172, arXiv.org, revised Mar 2024.
    5. Angelica Sbardella & Andrea Zaccaria & Luciano Pietronero & Pasquale Scaramozzino, 2021. "Behind the Italian Regional Divide: An Economic Fitness and Complexity Perspective," LEM Papers Series 2021/30, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. Eum, Wonsub & Lee, Jeong-Dong, 2022. "The co-evolution of production and technological capabilities during industrial development," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 454-469.
    7. Ron Adner & Peter Zemsky, 2016. "Diversification and Performance: Linking Relatedness, Market Structure, and the Decision to Diversify," Strategy Science, INFORMS, vol. 1(1), pages 32-55, March.
    8. repec:spo:wpmain:info:hdl:2441/46k9rkvut99i7qnn4vqm25t53b is not listed on IDEAS
    9. Dosi, Giovanni & Roventini, Andrea & Russo, Emanuele, 2019. "Endogenous growth and global divergence in a multi-country agent-based model," Journal of Economic Dynamics and Control, Elsevier, vol. 101(C), pages 101-129.
    10. Filippo Bontadini & Mercedes Campi & Marco Due~nas, 2023. "Being at the core: firm product specialisation," Papers 2302.02767, arXiv.org, revised Mar 2023.
    11. repec:hal:spmain:info:hdl:2441/46k9rkvut99i7qnn4vqm25t53b is not listed on IDEAS
    12. Emanuele Pugliese & Lorenzo Napolitano & Andrea Zaccaria & Luciano Pietronero, 2017. "Coherent diversification in corporate technological portfolios," Papers 1707.02188, arXiv.org.
    13. Filippo Bontadini & Mercedes Campi & Marco Due~nas, 2023. "Being at the core: firm product specialisation," Papers 2302.02767, arXiv.org, revised Mar 2023.
    14. Emanuele Pugliese & Lorenzo Napolitano & Andrea Zaccaria & Luciano Pietronero, 2019. "Coherent diversification in corporate technological portfolios," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-22, October.
    15. Dosi, Giovanni & Nelson, Richard R., 2010. "Technical Change and Industrial Dynamics as Evolutionary Processes," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 51-127, Elsevier.
    16. Chen, Chiung-Jung & Yu, Chwo-Ming Joseph, 2012. "Managerial ownership, diversification, and firm performance: Evidence from an emerging market," International Business Review, Elsevier, vol. 21(3), pages 518-534.
    17. Castañeda, Gonzalo & Pietronero, Luciano & Romero-Padilla, Juan & Zaccaria, Andrea, 2022. "The complex dynamic of growth: Fitness and the different patterns of economic activity in the medium and long terms," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 231-246.
    18. E. Santarelli & H. T. Tran, 2013. "Diversification Strategies and Firm Performance: A Sample Selection Approach," Working Papers wp896, Dipartimento Scienze Economiche, Universita' di Bologna.
    19. Guerras-Martín, Luis Ángel & Ronda-Pupo, Guillermo Armando & Zúñiga-Vicente, José Ángel & Benito-Osorio, Diana, 2020. "Half a century of research on corporate diversification: A new comprehensive framework," Journal of Business Research, Elsevier, vol. 114(C), pages 124-141.
    20. Giovanni Dosi & Marco Grazzi & Daniele Moschella, 2017. "What do firms know? What do they produce? A new look at the relationship between patenting profiles and patterns of product diversification," Small Business Economics, Springer, vol. 48(2), pages 413-429, February.
    21. Lee, Hyunmin, 2023. "Strategic similarity in the co-evolution of technological and business diversification for firm growth: Evidence from smart-manufacturing related firms," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    22. Nanditha Mathew & George Paily, 2022. "STI-DUI innovation modes and firm performance in the Indian capital goods industry: Do small firms differ from large ones?," The Journal of Technology Transfer, Springer, vol. 47(2), pages 435-458, April.

    More about this item

    Keywords

    Diversification; Coherence; Endogenous Switching;
    All these keywords.

    JEL classification:

    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:unm:unumer:2019013. 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: Ad Notten (email available below). General contact details of provider: https://edirc.repec.org/data/meritnl.html .

    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.