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Assessing an experimental approach to industrial policy evaluation: Applying RCT+ to the case of Creative Credits

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  • Bakhshi, Hasan
  • Edwards, John S.
  • Roper, Stephen
  • Scully, Judy
  • Shaw, Duncan
  • Morley, Lorraine
  • Rathbone, Nicola

Abstract

Experimental methods of policy evaluation are well-established in social policy and development economics but are rare in industrial and innovation policy. In this paper, we consider the arguments for applying experimental methods to industrial policy measures, and propose an experimental policy evaluation approach (which we call RCT+). This approach combines the randomised assignment of firms to treatment and control groups with a longitudinal data collection strategy incorporating quantitative and qualitative data (so-called mixed methods). The RCT+ approach is designed to provide a causative rather than purely summative evaluation, i.e. to assess both ‘whether’ and ‘how’ programme outcomes are achieved. In this paper, we assess the RCT+ approach through an evaluation of Creative Credits – a UK business-to-business innovation voucher initiative intended to promote new innovation partnerships between SMEs and creative service providers. The results suggest the potential value of the RCT+ approach to industrial policy evaluation, and the benefits of mixed methods and longitudinal data collection.

Suggested Citation

  • Bakhshi, Hasan & Edwards, John S. & Roper, Stephen & Scully, Judy & Shaw, Duncan & Morley, Lorraine & Rathbone, Nicola, 2015. "Assessing an experimental approach to industrial policy evaluation: Applying RCT+ to the case of Creative Credits," Research Policy, Elsevier, vol. 44(8), pages 1462-1472.
  • Handle: RePEc:eee:respol:v:44:y:2015:i:8:p:1462-1472
    DOI: 10.1016/j.respol.2015.04.004
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    1. Angus Deaton, 2010. "Instruments, Randomization, and Learning about Development," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 424-455, June.
    2. Hewitt-Dundas, Nola & Roper, Stephen, 2011. "Creating advantage in peripheral regions: The role of publicly funded R&D centres," Research Policy, Elsevier, vol. 40(6), pages 832-841, July.
    3. James J. Heckman & Jeffrey A. Smith, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring.
    4. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    5. Roper, Stephen & Arvanitis, Spyros, 2012. "From knowledge to added value: A comparative, panel-data analysis of the innovation value chain in Irish and Swiss manufacturing firms," Research Policy, Elsevier, vol. 41(6), pages 1093-1106.
    6. Garcia, Abraham & Mohnen, Pierre, 2010. "Impact of government support on R&D and innovation," MERIT Working Papers 2010-034, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    7. Donaldson, Stewart I. & Gooler, Laura E., 2003. "Theory-driven evaluation in action: lessons from a $20 million statewide Work and Health Initiative," Evaluation and Program Planning, Elsevier, vol. 26(4), pages 355-366, November.
    8. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    9. Gary Burtless, 1995. "The Case for Randomized Field Trials in Economic and Policy Research," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 63-84, Spring.
    10. Johan Lambrecht & Fabrice Pirnay, 2005. "An evaluation of public support measures for private external consultancies to SMEs in the Walloon Region of Belgium," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 17(2), pages 89-108, March.
    11. Miriam Bruhn & David McKenzie, 2009. "In Pursuit of Balance: Randomization in Practice in Development Field Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 200-232, October.
    12. Meuleman, Miguel & De Maeseneire, Wouter, 2012. "Do R&D subsidies affect SMEs’ access to external financing?," Research Policy, Elsevier, vol. 41(3), pages 580-591.
    13. Lerner, Josh, 1999. "The Government as Venture Capitalist: The Long-Run Impact of the SBIR Program," The Journal of Business, University of Chicago Press, vol. 72(3), pages 285-318, July.
    14. Espen Bratberg & Astrid Grasdal & Alf Erling Risa, 2002. "Evaluating Social Policy by Experimental and Nonexperimental Methods," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(1), pages 147-171, March.
    15. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    16. Trüby, Johannes & Rammer, Christian & Müller, Kathrin, 2008. "The Role of Creative Industries in Industrial Innovation," ZEW Discussion Papers 08-109, ZEW - Leibniz Centre for European Economic Research.
    17. Tuomas Takalo & Tanja Tanayama, 2010. "Adverse selection and financing of innovation: is there a need for R&D subsidies?," The Journal of Technology Transfer, Springer, vol. 35(1), pages 16-41, February.
    18. Paul Nightingale & Alex Coad, 2014. "Muppets and gazelles: political and methodological biases in entrepreneurship research," Industrial and Corporate Change, Oxford University Press, vol. 23(1), pages 113-143, February.
    19. repec:pri:rpdevs:deaton_instruments_randomization_learning_all_04april_2010 is not listed on IDEAS
    20. Bratberg, Espen & Grasdal, Astrid & Risa, Alf Erling, 2002. " Evaluating Social Policy by Experimental and Nonexperimental Methods," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(1), pages 147-171.
    21. Maarten Cornet & Björn Vroomen & Marc van der Steeg, 2006. "Do innovation vouchers help SMEs to cross the bridge towards science?," CPB Discussion Paper 58, CPB Netherlands Bureau for Economic Policy Analysis.
    22. Nola Hewitt-Dundas & Stephen Roper, 2009. "Output Additionality of Public Support for Innovation: Evidence for Irish Manufacturing Plants," European Planning Studies, Taylor & Francis Journals, vol. 18(1), pages 107-122, September.
    23. Rosenbusch, Nina & Brinckmann, Jan & Bausch, Andreas, 2011. "Is innovation always beneficial? A meta-analysis of the relationship between innovation and performance in SMEs," Journal of Business Venturing, Elsevier, vol. 26(4), pages 441-457, July.
    24. Forsman, Helena, 2011. "Innovation capacity and innovation development in small enterprises. A comparison between the manufacturing and service sectors," Research Policy, Elsevier, vol. 40(5), pages 739-750, June.
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    Cited by:

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    3. Kleine, Marco & Heite, Jonas & Huber, Laura Rosendahl, 2022. "Subsidized R&D collaboration: The causal effect of innovation vouchers on innovation outcomes," Research Policy, Elsevier, vol. 51(6).
    4. Daunfeldt, Sven-Olov & Halvarsson, Daniel & Gustavsson Tingvall, Patrik & McKelvie, Alexander, 2021. "Do Targeted R&D Grants Towards Potential Highgrowth Firms Increase Employment and Demand for High Human Capital Workers?," HFI Working Papers 23, Institute of Retail Economics (Handelns Forskningsinstitut).
    5. Viktorie Klimova & Klaudia Glittova & Vladimir Zitek, 2023. "Innovation vouchers and cooperation: a different approach in two countries with a shared history," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 14, pages 22-44, December.
    6. Chiara Dalle Nogare & Monika Murzyn-Kupisz, 2021. "Do museums foster innovation through engagement with the cultural and creative industries?," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 45(4), pages 671-704, December.
    7. Klaudia Bracio & Marek Szarucki, 2020. "Mixed Methods Utilisation in Innovation Management Research: A Systematic Literature Review and Meta-Summary," JRFM, MDPI, vol. 13(11), pages 1-27, October.
    8. Erik E. Lehmann & Matthias Menter, 2018. "Public cluster policy and performance," The Journal of Technology Transfer, Springer, vol. 43(3), pages 558-592, June.

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