IDEAS home Printed from https://ideas.repec.org/p/zbw/zewdip/22002.html
   My bibliography  Save this paper

Measuring process innovation output: Results from firm-level panel data

Author

Listed:
  • Rammer, Christian

Abstract

Process innovation is an important part of firms' innovation activities and supposed to significantly contribute to positive returns from innovation. Measuring process innovation output at the firm level is still in its infancy, however. This paper reports empirical evidence on measures of process innovation output that have been collected in the German part of the Community Innovation Survey (CIS) over the past 25 years. Distinguishing between cost reduction and quality improvement, the paper finds low item non-response for the qualitative (yes/no) part of both indicators. Item non-response is much higher for quantitative information and does not decrease with questionnaire experience of firms. For both cost reduction and quality improvement, response to quantitative indicators is categorical in nature, and firms tend to report the same set of values when participating frequently in the survey. The determinants of realising the two types of process innovation output are very similar. The observed variance in the quantitative part is difficult to explain for both measures. The impact of process innovation output on firm performance is limited. While cost reduction seems to spur the export share, sales increase due to quality improvement is associated with higher profitability.

Suggested Citation

  • Rammer, Christian, 2022. "Measuring process innovation output: Results from firm-level panel data," ZEW Discussion Papers 22-002, ZEW - Leibniz Centre for European Economic Research.
  • Handle: RePEc:zbw:zewdip:22002
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/250386/1/1789626226.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. d'Aspremont, Claude & Jacquemin, Alexis, 1988. "Cooperative and Noncooperative R&D in Duopoly with Spillovers," American Economic Review, American Economic Association, vol. 78(5), pages 1133-1137, December.
    2. Ilke Van Beveren & Hylke Vandenbussche, 2010. "Product and process innovation and firms' decision to export," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(1), pages 3-24.
    3. Dobbelaere, Sabien & Luttens, Roland Iwan & Peters, Bettina, 2015. "Demand lotteries, abandonment options and the decision to start R&D and process innovation," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 26(1), pages 25-51.
    4. Jacques Mairesse & Pierre Mohnen, 2002. "Accounting for Innovation and Measuring Innovativeness: An Illustrative Framework and an Application," American Economic Review, American Economic Association, vol. 92(2), pages 226-230, May.
    5. Wörter, Martin & Rammer, Christian & Arvanitis, Spyros, 2010. "Innovation, competition and incentives for R&D," ZEW Discussion Papers 10-039, ZEW - Leibniz Centre for European Economic Research.
    6. Snyder, Hannah & Witell, Lars & Gustafsson, Anders & Fombelle, Paul & Kristensson, Per, 2016. "Identifying categories of service innovation: A review and synthesis of the literature," Journal of Business Research, Elsevier, vol. 69(7), pages 2401-2408.
    7. Mairesse, Jacques & Mohnen, Pierre, 2010. "Using Innovation Surveys for Econometric Analysis," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1129-1155, Elsevier.
    8. Simms, Christopher & Frishammar, Johan & Ford, Nicholas, 2021. "The front end in radical process innovation projects: Sources of knowledge problems and coping mechanisms," Technovation, Elsevier, vol. 105(C).
    9. Toke Reichstein & Ammon Salter, 2006. "Investigating the sources of process innovation among UK manufacturing firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(4), pages 653-682, August.
    10. Rian Beise-Zee & Christian Rammer, 2006. "Local User-Producer Interaction in Innovation and Export Performance of Firms," Small Business Economics, Springer, vol. 27(2), pages 207-222, October.
    11. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    12. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    13. Sascha Becker & Peter Egger, 2013. "Endogenous product versus process innovation and a firm’s propensity to export," Empirical Economics, Springer, vol. 44(1), pages 329-354, February.
    14. Christian Rammer & Gastón P Fernández & Dirk Czarnitzki, 2021. "Artificial Intelligence and Industrial Innovation: Evidence from Firm-Level Data," Working Papers of Department of Management, Strategy and Innovation, Leuven 674605, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
    15. Harrison, Rupert & Jaumandreu, Jordi & Mairesse, Jacques & Peters, Bettina, 2014. "Does innovation stimulate employment? A firm-level analysis using comparable micro-data from four European countries," International Journal of Industrial Organization, Elsevier, vol. 35(C), pages 29-43.
    16. Dziallas, Marisa & Blind, Knut, 2019. "Innovation indicators throughout the innovation process: An extensive literature analysis," Technovation, Elsevier, vol. 80, pages 3-29.
    17. Thomas C. Powell, 1995. "Total quality management as competitive advantage: A review and empirical study," Strategic Management Journal, Wiley Blackwell, vol. 16(1), pages 15-37.
    18. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    19. Sascha Rexhäuser & Christian Rammer, 2014. "Environmental Innovations and Firm Profitability: Unmasking the Porter Hypothesis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 57(1), pages 145-167, January.
    20. Banholzer, Nicolas & Behrens, Vanessa & Feuerriegel, Stefan & Heinrich, Sebastian & Rammer, Christian & Schmoch, Ulrich & Seliger, Florian & Wörter, Martin, 2019. "Knowledge spillovers from product and process inventions in patents and their impact on firm performance. End report," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 222367.
    21. Jens M. Arnold & Katrin Hussinger, 2010. "Exports versus FDI in German Manufacturing: Firm Performance and Participation in International Markets," Review of International Economics, Wiley Blackwell, vol. 18(4), pages 595-606, September.
    22. Jacques Mairesse & Pierre Mohnen & Elizabeth Kremp, 2005. "The Importance of R&D and Innovation for Productivity: A Reexamination in Light of the 2000 French Innovation Survey," Annals of Economics and Statistics, GENES, issue 79-80, pages 487-527.
    23. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
    24. Robin, Stéphane & Schubert, Torben, 2013. "Cooperation with public research institutions and success in innovation: Evidence from France and Germany," Research Policy, Elsevier, vol. 42(1), pages 149-166.
    25. repec:fth:harver:1473 is not listed on IDEAS
    26. Thomas Bolli & Ursula Renold & Martin Wörter, 2018. "Vertical educational diversity and innovation performance," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 27(2), pages 107-131, February.
    27. Stoian, Maria-Cristina & Dimitratos, Pavlos & Plakoyiannaki, Emmanuella, 2018. "SME internationalization beyond exporting: A knowledge-based perspective across managers and advisers," Journal of World Business, Elsevier, vol. 53(5), pages 768-779.
    28. Dirk Czarnitzki & Kornelius Kraft, 2010. "On the profitability of innovative assets," Applied Economics, Taylor & Francis Journals, vol. 42(15), pages 1941-1953.
    29. Anthony Arundel & Edward Lorenz & Bengt-Åke Lundvall & Antoine Valeyre, 2007. "How Europe's economies learn: a comparison of work organization and innovation mode for the EU-15," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(6), pages 1175-1210, December.
    30. Ilke Van Beveren & Hylke Vandenbussche, 2010. "Product and process innovation and firms' decision to export," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(1), pages 3-24.
    31. Nicolas Classen & Martin Carree & Anita Gils & Bettina Peters, 2014. "Innovation in family and non-family SMEs: an exploratory analysis," Small Business Economics, Springer, vol. 42(3), pages 595-609, March.
    32. Cassiman, Bruno & Golovko, Elena & Martínez-Ros, Ester, 2010. "Innovation, exports and productivity," International Journal of Industrial Organization, Elsevier, vol. 28(4), pages 372-376, July.
    33. Huergo, Elena & Jaumandreu, Jordi, 2004. "Firms' age, process innovation and productivity growth," International Journal of Industrial Organization, Elsevier, vol. 22(4), pages 541-559, April.
    34. Aija Leiponen & Constance E. Helfat, 2010. "Innovation objectives, knowledge sources, and the benefits of breadth," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 224-236, February.
    35. Tommaso Antonucci & Mario Pianta, 2002. "Employment Effects of Product and Process Innovation in Europe," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(3), pages 295-307.
    36. Elena Cefis & Stephanie Rosenkranz & Utz Weitzel, 2009. "Effects of coordinated strategies on product and process R&D," Journal of Economics, Springer, vol. 96(3), pages 193-222, April.
    37. Ron Adner & Daniel Levinthal, 2001. "Demand Heterogeneity and Technology Evolution: Implications for Product and Process Innovation," Management Science, INFORMS, vol. 47(5), pages 611-628, May.
    38. Stéphane Robin & Torben Schubert, 2013. "Cooperation with public research institutions and success in innovation: Evidence from France and Germany," Post-Print hal-03691900, HAL.
    39. Kamien, Morton I & Muller, Eitan & Zang, Israel, 1992. "Research Joint Ventures and R&D Cartels," American Economic Review, American Economic Association, vol. 82(5), pages 1293-1306, December.
    40. Diéguez-Soto, Julio & Garrido-Moreno, Aurora & Manzaneque, Montserrat, 2018. "Unravelling the link between process innovation inputs and outputs: The moderating role of family management," Journal of Family Business Strategy, Elsevier, vol. 9(2), pages 114-127.
    41. Erik Brouwer & Alfred Kleinknecht, 1996. "Determinants of Innovation: A Microeconometric Analysis of Three Alternative Innovation Output Indicators," Palgrave Macmillan Books, in: Alfred Kleinknecht (ed.), Determinants of Innovation, chapter 4, pages 99-124, Palgrave Macmillan.
    42. Ganglmair, Bernhard & Reimers, Imke, 2019. "Visibility of technology and cumulative innovation: Evidence from trade secrets laws," ZEW Discussion Papers 19-035, ZEW - Leibniz Centre for European Economic Research.
    43. Janger, Jürgen & Schubert, Torben & Andries, Petra & Rammer, Christian & Hoskens, Machteld, 2017. "The EU 2020 innovation indicator: A step forward in measuring innovation outputs and outcomes?," Research Policy, Elsevier, vol. 46(1), pages 30-42.
    44. Lee, Ryeowon & Lee, Jong-Ho & Garrett, Tony C., 2019. "Synergy effects of innovation on firm performance," Journal of Business Research, Elsevier, vol. 99(C), pages 507-515.
    45. Utterback, James M & Abernathy, William J, 1975. "A dynamic model of process and product innovation," Omega, Elsevier, vol. 3(6), pages 639-656, December.
    46. Möldner, Alexander Kurt & Garza-Reyes, Jose Arturo & Kumar, Vikas, 2020. "Exploring lean manufacturing practices' influence on process innovation performance," Journal of Business Research, Elsevier, vol. 106(C), pages 233-249.
    47. Haneda, Shoko & Ito, Keiko, 2018. "Organizational and human resource management and innovation: Which management practices are linked to product and/or process innovation?," Research Policy, Elsevier, vol. 47(1), pages 194-208.
    48. Czarnitzki, Dirk & Wastyn, Annelies, 2009. "Does professional knowledge management improve innovation performance at the firm level?," ZEW Discussion Papers 09-067, ZEW - Leibniz Centre for European Economic Research.
    49. Roper, Stephen & Du, Jun & Love, James H., 2008. "Modelling the innovation value chain," Research Policy, Elsevier, vol. 37(6-7), pages 961-977, July.
    50. Spence, Michael, 1984. "Cost Reduction, Competition, and Industry Performance," Econometrica, Econometric Society, vol. 52(1), pages 101-121, January.
    51. Fred Gault (ed.), 2013. "Handbook of Innovation Indicators and Measurement," Books, Edward Elgar Publishing, number 14427.
    52. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
    53. repec:adr:anecst:y:2005:i:79-80:p:19 is not listed on IDEAS
    54. Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-583, June.
    55. Richard C. Levin & Peter C. Reiss, 1988. "Cost-Reducing and Demand-Creating R&D with Spillovers," RAND Journal of Economics, The RAND Corporation, vol. 19(4), pages 538-556, Winter.
    56. Clark, Kim B., 1985. "The interaction of design hierarchies and market concepts in technological evolution," Research Policy, Elsevier, vol. 14(5), pages 235-251, October.
    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. Rammer, Christian & Schubert, Torben, 2022. "Dokumentation zu den Innovationserhebungen 2017 bis 2021," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 270423.
    2. Rammer, Christian, 2023. "Measuring process innovation output in firms: Cost reduction versus quality improvement," Technovation, Elsevier, vol. 124(C).
    3. Blind, Knut & Niebel, Crispin Miles & Rammer, Christian, 2022. "The impact of the EU General Data Protection Regulation on innovation in firms," ZEW Discussion Papers 22-047, ZEW - Leibniz Centre for European Economic Research.

    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. Rammer, Christian, 2023. "Measuring process innovation output in firms: Cost reduction versus quality improvement," Technovation, Elsevier, vol. 124(C).
    2. Wadho, Waqar & Chaudhry, Azam, 2024. "Measuring process innovation outputs and understanding their implications for firms and workers: Evidence from Pakistan," Technovation, Elsevier, vol. 136(C).
    3. Burcu Fazlıoğlu & Başak Dalgıç & Ahmet Burçin Yereli, 2019. "The effect of innovation on productivity: evidence from Turkish manufacturing firms," Industry and Innovation, Taylor & Francis Journals, vol. 26(4), pages 439-460, April.
    4. Movahedi, Mohammad & Shahbazi, Kiumars & Gaussens, Olivier, 2017. "Innovation and willingness to export: Is there an effect of conscious self-selection?," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 11, pages 1-22.
    5. Mairesse, Jacques & Mohnen, Pierre, 2010. "Using Innovation Surveys for Econometric Analysis," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1129-1155, Elsevier.
    6. Pierre Mohnen & Bronwyn Hall, 2013. "Innovation and Productivity: An Update," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 47-65, June.
    7. Liu, Rebecca & Rammer, Christian, 2016. "The contribution of different public innovation funding programs to SMEs' export performance," ZEW Discussion Papers 16-078, ZEW - Leibniz Centre for European Economic Research.
    8. Barge-Gil, Andrés & López, Alberto, 2014. "R&D determinants: Accounting for the differences between research and development," Research Policy, Elsevier, vol. 43(9), pages 1634-1648.
    9. Hall, B.H., 2011. "Innovation and productivity," MERIT Working Papers 2011-028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    10. Baumann, Julian & Kritikos, Alexander S., 2016. "The link between R&D, innovation and productivity: Are micro firms different?," Research Policy, Elsevier, vol. 45(6), pages 1263-1274.
    11. Gabriele Pellegrino & Mariacristina Piva & Marco Vivarelli, 2015. "How do new entrepreneurs innovate?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(3), pages 323-341, September.
    12. 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.
    13. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    14. Rosa Bernardini Papalia & Silvia Bertarelli & Susanna Mancinelli, 2018. "Innovation, complementarity, and exporting. Evidence from German manufacturing firms," International Review of Applied Economics, Taylor & Francis Journals, vol. 32(1), pages 3-38, January.
    15. Juan Mañez & María Rochina-Barrachina & Amparo Sanchis & Juan Sanchis, 2013. "Do process innovations boost SMEs productivity growth?," Empirical Economics, Springer, vol. 44(3), pages 1373-1405, June.
    16. Behrens, Vanessa & Berger, Marius & Hud, Martin & Hünermund, Paul & Iferd, Younes & Peters, Bettina & Rammer, Christian & Schubert, Torben, 2017. "Innovation activities of firms in Germany - Results of the German CIS 2012 and 2014: Background report on the surveys of the Mannheim Innovation Panel Conducted in the Years 2013 to 2016," ZEW Dokumentationen 17-04, ZEW - Leibniz Centre for European Economic Research.
    17. Massimiliano Bratti & Giulia Felice, 2012. "Are Exporters More Likely to Introduce Product Innovations?," The World Economy, Wiley Blackwell, vol. 35(11), pages 1559-1598, November.
    18. Jennifer González-Blanco & Jose Luis Coca-Pérez & Manuel Guisado-González, 2018. "The Contribution of Technological and Non-Technological Innovation to Environmental Performance. An Analysis with a Complementary Approach," Sustainability, MDPI, vol. 10(11), pages 1-26, November.
    19. Haddoud, Mohamed Yacine & Onjewu, Adah-Kole Emmanuel & Nowiński, Witold, 2021. "Environmental commitment and innovation as catalysts for export performance in family firms," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    20. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," 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 129-213, Elsevier.

    More about this item

    Keywords

    Process innovation; innovation output; panel data; Community Innovation Survey;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:zbw:zewdip:22002. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zemande.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.