IDEAS home Printed from https://ideas.repec.org/a/kap/jproda/v35y2011i3p263-269.html
   My bibliography  Save this article

A note on testing for complementarity and substitutability in the case of multiple practices

Author

Listed:
  • Martin Carree
  • Boris Lokshin
  • René Belderbos

Abstract

Recent empirical studies of firm-level performance have tested complementarity in the case of multiple practices. These papers have drawn conclusions using potentially biased estimates of pair-wise interaction effects. We develop a consistent and simple testing framework and test it against alternatives.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Martin Carree & Boris Lokshin & René Belderbos, 2011. "A note on testing for complementarity and substitutability in the case of multiple practices," Journal of Productivity Analysis, Springer, vol. 35(3), pages 263-269, June.
  • Handle: RePEc:kap:jproda:v:35:y:2011:i:3:p:263-269
    DOI: 10.1007/s11123-010-0189-8
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11123-010-0189-8
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11123-010-0189-8?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
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Giovanni Maggi & Gene M. Grossman, 2000. "Diversity and Trade," American Economic Review, American Economic Association, vol. 90(5), pages 1255-1275, December.
    2. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    3. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    4. Catozzella, Alessandra & Vivarelli, Marco, 2007. "The Catalysing Role of In-House R & D in Fostering the Complementarity of Innovative Inputs," IZA Discussion Papers 3126, Institute of Labor Economics (IZA).
    5. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    6. Gourieroux, Christian & Holly, Alberto & Monfort, Alain, 1982. "Likelihood Ratio Test, Wald Test, and Kuhn-Tucker Test in Linear Models with Inequality Constraints on the Regression Parameters," Econometrica, Econometric Society, vol. 50(1), pages 63-80, January.
    7. Susan Athey & Scott Stern, 2002. "The Impact of Information Technology on Emergency Health Care Outcomes," RAND Journal of Economics, The RAND Corporation, vol. 33(3), pages 399-432, Autumn.
    8. René Belderbos & Martin Carree & Boris Lokshin, 2006. "Complementarity in R&D Cooperation Strategies," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 28(4), pages 401-426, June.
    9. Keld Laursen & Nicolai J. Foss, 2003. "New human resource management practices, complementarities and the impact on innovation performance," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 27(2), pages 243-263, March.
    10. James Love & Stephen Roper, 2009. "Organizing the Innovation Process: Complementarities in Innovation Networking," Industry and Innovation, Taylor & Francis Journals, vol. 16(3), pages 273-290.
    11. Casey Ichniowski & Kathryn Shaw & Giovanna Prennushi, 1995. "The Effects of Human Resource Management Practices on Productivity," NBER Working Papers 5333, National Bureau of Economic Research, Inc.
    12. Eugenio J. Miravete & José C. Pernías, 2006. "Innovation Complementarity And Scale Of Production," Journal of Industrial Economics, Wiley Blackwell, vol. 54(1), pages 1-29, March.
    13. Leiponen, Aija, 2005. "Skills and innovation," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 303-323, June.
    14. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    15. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    16. Galia, Fabrice & Legros, Diego, 2004. "Complementarities between obstacles to innovation: evidence from France," Research Policy, Elsevier, vol. 33(8), pages 1185-1199, October.
    17. Kodde, David A & Palm, Franz C, 1986. "Wald Criteria for Jointly Testing Equality and Inequality Restriction s," Econometrica, Econometric Society, vol. 54(5), pages 1243-1248, September.
    18. Arora, Ashish, 1996. "Testing for complementarities in reduced-form regressions: A note," Economics Letters, Elsevier, vol. 50(1), pages 51-55, January.
    19. repec:dau:papers:123456789/10093 is not listed on IDEAS
    20. Wolak, Frank A., 1989. "Local and Global Testing of Linear and Nonlinear Inequality Constraints in Nonlinear Econometric Models," Econometric Theory, Cambridge University Press, vol. 5(1), pages 1-35, April.
    21. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    22. N. E. Savin, 1980. "The Bonferroni and the Scheffé Multiple Comparison Procedures," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 255-273.
    23. Susan Athey & Scott Stern, 1998. "An Empirical Framework for Testing Theories About Complimentarity in Organizational Design," NBER Working Papers 6600, National Bureau of Economic Research, Inc.
    24. Arora, Ashish & Gambardella, Alfonso, 1990. "Complementarity and External Linkages: The Strategies of the Large Firms in Biotechnology," Journal of Industrial Economics, Wiley Blackwell, vol. 38(4), pages 361-379, June.
    25. Brian Cozzarin & Jennifer Percival, 2006. "Complementarities between organisational strategies and innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(3), pages 195-217.
    26. Wolak, Frank A., 1989. "Testing inequality constraints in linear econometric models," Journal of Econometrics, Elsevier, vol. 41(2), pages 205-235, June.
    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. Resende, Marcelo & Strube, Eduardo & Zeidan, Rodrigo, 2014. "Complementarity of innovation policies in Brazilian industry: An econometric study," International Journal of Production Economics, Elsevier, vol. 158(C), pages 9-17.
    2. Lokshin, B. & Carree, M.A. & Belderbos, R.A., 2004. "Testing for complementarity and substitutability in case of multiple practices," Research Memorandum 002, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
    3. Zand, Fardad & Van Beers, Cees & Van Leeuwen, George, 2011. "Information technology, organizational change and firm productivity: A panel study of complementarity effects and clustering patterns in Manufacturing and Services," MPRA Paper 46469, University Library of Munich, Germany.
    4. Ennen, Edgar & Richter, Ansgar, 2009. "The Whole Is More Than the Sum of Its Parts - Or Is It? A Review of the Empirical Literature on Complementarities in Organizations," MPRA Paper 15666, University Library of Munich, Germany.
    5. Caroline Mothe & Uyen T. Nguyen-Thi & Phu Nguyen-Van, 2015. "Complementarities in organizational innovation practices: evidence from French industrial firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(6), pages 569-595, September.
    6. Hottenrott, Hanna & Rexhäuser, Sascha & Veugelers, Reinhilde, 2016. "Organisational change and the productivity effects of green technology adoption," Resource and Energy Economics, Elsevier, vol. 43(C), pages 172-194.
    7. Ballot, Gérard & Fakhfakh, Fathi & Galia, Fabrice & Salter, Ammon, 2015. "The fateful triangle: Complementarities in performance between product, process and organizational innovation in France and the UK," Research Policy, Elsevier, vol. 44(1), pages 217-232.
    8. Antonioli, Davide & Mancinelli, Susanna & Mazzanti, Massimiliano, 2013. "Is environmental innovation embedded within high-performance organisational changes? The role of human resource management and complementarity in green business strategies," Research Policy, Elsevier, vol. 42(4), pages 975-988.
    9. repec:ipg:wpaper:2014-488 is not listed on IDEAS
    10. Mazzanti, Massimiliano & Mancinelli, Susanna, 2007. "SME Performance, Innovation and Networking Evidence on Complementarities for a Local Economic System," Knowledge, Technology, Human Capital Working Papers 9554, Fondazione Eni Enrico Mattei (FEEM).
    11. Gilli, Marianna & Mancinelli, Susanna & Mazzanti, Massimiliano, 2014. "Innovation complementarity and environmental productivity effects: Reality or delusion? Evidence from the EU," Ecological Economics, Elsevier, vol. 103(C), pages 56-67.
    12. Gérard Ballot & Fathi Fakhfakh & Fabrice Galia & Ammon Salter, 2011. "The Fateful Triangle Complementarities between product, process and organizational innovation in the UK and France," Working Papers halshs-00812141, HAL.
    13. Hottenrott, Hanna & Rexhäuser, Sascha & Veugelers, Reinhilde, 2012. "Green innovations and organizational change: Making better use of environmental technology," ZEW Discussion Papers 12-043, ZEW - Leibniz Centre for European Economic Research.
    14. Barge-Gil, Andrés & López, Alberto, 2013. "R&D and productivity: In search of complementarity between research and development activities," MPRA Paper 43808, University Library of Munich, Germany.
    15. Caroline Mothe & Uyen T. Nguyen-Thi & Phu Nguyen-Van, 2015. "Assessing complementarity in organizational innovations for technological innovation: the role of knowledge management practices," Applied Economics, Taylor & Francis Journals, vol. 47(29), pages 3040-3058, June.
    16. Caroline Mothe & Uyen T. Nguyen-Thi & Phu Nguyen-Van, 2014. "Are organizational innovation practices complements or substitutes for technological innovation performance?," Working Papers of BETA 2014-12, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    17. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    18. Marco Capasso & Nelson Correa, 2010. "ICT and Knowledge Complementarities: A Factor Analysis on Growth," Chapters, in: Mario Cimoli & André A. Hofman & Nanno Mulder (ed.), Innovation and Economic Development, chapter 8, Edward Elgar Publishing.
    19. Doran, Justin, 2012. "Are different forms of innovation complements or substitutes?," MPRA Paper 44580, University Library of Munich, Germany.
    20. Van de Vrande, Vareska & Vanhaverbeke, Wim & Duysters, Geert, 2009. "Additivity and complementarity in external technology sourcing: The added value of corporate venture capital investments," MPRA Paper 26419, University Library of Munich, Germany, revised 2010.
    21. Abel Lucena, 2011. "The Organizational Designs of R&D Activities and their Performance Implications: Empirical Evidence for Spain," Industry and Innovation, Taylor & Francis Journals, vol. 18(2), pages 151-176.

    More about this item

    Keywords

    Complementarity; Supermodularity; Firm performance; C12; D24;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:kap:jproda:v:35:y:2011:i:3:p:263-269. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.