IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-03691878.html
   My bibliography  Save this paper

Public policy, innovation and total factor productivity : An application to Taiwan's manufacturing industry

Author

Listed:
  • Chia-Lin Chang

    (NCHU - National Chung Hsing University)

  • Stéphane Robin

    (BETA - Bureau d'Économie Théorique et Appliquée - INRA - Institut National de la Recherche Agronomique - UNISTRA - Université de Strasbourg - UL - Université de Lorraine - CNRS - Centre National de la Recherche Scientifique)

Abstract

This paper analyses the impact of innovation on productivity in Taiwan. Using a panel of 48,794 firms observed over the 1997-2003 period and distributed across 23 industries. we compute total factor productivity (TFP) by estimating Translog production functions with C, L, E, M inputs. We evaluate the impact of being an innovator on TFP using propensity score matching. The rationale is that, over the period, innovating firms are likely to have benefited from one of many innovation policy measures known as statute for upgrading industry (SUI) (until 1999) or "New SUI" (after 1999). Our results show a significantly negative effect of being an innovator on TFP in most industries, both before and after 1999. This suggests that firms having innovation expenditures either perform less well than the others because of unobserved factors. or are further away from the production frontier. Therefore, innovation in Taiwan seems to be associated with catching-up strategies.

Suggested Citation

  • Chia-Lin Chang & Stéphane Robin, 2008. "Public policy, innovation and total factor productivity : An application to Taiwan's manufacturing industry," Post-Print hal-03691878, HAL.
  • Handle: RePEc:hal:journl:hal-03691878
    DOI: 10.1016/j.matcom.2008.01.005
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    1. repec:bla:obuest:v:63:y:2001:i:1:p:115-43 is not listed on IDEAS
    2. F. M. Scherer, 1986. "Innovation and Growth: Schumpeterian Perspectives," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262691027, April.
    3. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    4. Beason, Richard & Weinstein, David E, 1996. "Growth, Economies of Scale, and Targeting in Japan (1955-1990)," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 286-295, May.
    5. Chialin Chang & Stéphane Robin, 2006. "Doing R&D and/or Importing Technologies: The Critical Importance of Firm Size in Taiwan’s Manufacturing Industries," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 29(3), pages 253-278, November.
    6. Sascha O. Becker & Marco Caliendo, 2007. "Sensitivity analysis for average treatment effects," Stata Journal, StataCorp LP, vol. 7(1), pages 71-83, February.
    7. Scott,John T., 2005. "Purposive Diversification and Economic Performance," Cambridge Books, Cambridge University Press, number 9780521022583, October.
    8. Chan, M W Luke & Mountain, Dean C, 1983. "Economies of Scale and the Tornqvist Discrete Measure of Productivity Growth," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 663-667, November.
    9. Scott, John T., 2005. "Corporate social responsibility and environmental research and development," Structural Change and Economic Dynamics, Elsevier, vol. 16(3), pages 313-331, September.
    10. Basant, Rakesh & Fikkert, Brian, 1996. "The Effects of R&D, Foreign Technology Purchase, and Domestic and International Spillovers on Productivity in Indian Firms," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 187-199, May.
    11. Arild Aakvik, 2001. "Bounding a Matching Estimator: The Case of a Norwegian Training Program," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(1), pages 115-143, February.
    12. Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J., 2005. "Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 15-51.
    13. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    14. Berndt, Ernst R. & Christensen, Laurits R., 1973. "The translog function and the substitution of equipment, structures, and labor in U.S. manufacturing 1929-68," Journal of Econometrics, Elsevier, vol. 1(1), pages 81-113, March.
    15. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    16. Odagiri, Hiroyuki, 1983. "R & D Expenditures, Royalty Payments, and Sales Growth in Japanese Manufacturing Corporations," Journal of Industrial Economics, Wiley Blackwell, vol. 32(1), pages 61-71, 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. Xueqing Wang & Yuan Chen & Bingsheng Liu & Yinghua Shen & Hui Sun, 2013. "A total factor productivity measure for the construction industry and analysis of its spatial difference: a case study in China," Construction Management and Economics, Taylor & Francis Journals, vol. 31(10), pages 1059-1071, October.
    2. repec:lic:licosd:32112 is not listed on IDEAS
    3. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    4. Wei Wei & Qiao Fan & Aijun Guo, 2022. "China’s Industrial TFPs at the Prefectural Level and the Law of Their Spatial–Temporal Evolution," Sustainability, MDPI, vol. 15(1), pages 1-21, December.
    5. Dimitrios Giokas & Nicolaos Eriotis & Ioannis Dokas, 2015. "Efficiency and productivity of the food and beverage listed firms in the pre-recession and recessionary periods in Greece," Applied Economics, Taylor & Francis Journals, vol. 47(19), pages 1927-1941, April.
    6. Xiao Xiang & Qiao Fan, 2024. "Advancing Green TFP Calculation: A Novel Spatiotemporal Econometric Solow Residual Method and Its Application to China’s Urban Industrial Sectors," Mathematics, MDPI, vol. 12(9), pages 1-33, April.
    7. Mohamad Yunus, Norhanishah & Said, Rusmawati & Law, Siong Hook, 2014. "Do Cost of Training, Education Level and R&D Investment Matter towards Influencing Labour Productivity?," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 48(1), pages 133-142.

    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. Gaigne, Carl & Latouche, Karine & Turolla, Stephane, 2012. "Vertical Ownership and Trade: Firm-level evidence from France," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 125020, Agricultural and Applied Economics Association.
    2. Chia-Lin Chang & Stéphane Robin, 2012. "Knowledge sourcing and firm performance in an industrializing economy: the case of Taiwan (1992–2003)," Empirical Economics, Springer, vol. 42(3), pages 947-986, June.
    3. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    4. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 7, pages 307-458, Elsevier.
    5. Mason, Nicole M. & Wineman, Ayala & Kirimi, Lilian & Mather, David, 2016. "The Effects of Kenya’s ‘Smarter’ Input Subsidy Program on Smallholder Behavior and Incomes: Do Different Quasi-Experimental Approaches Lead to the Same Conclusions?," Food Security Collaborative Working Papers 232090, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    6. Githiomi, Caroline & Muriithi, Beatrice & Irungu, Patrick & Mwungu, Chris M. & Diiro, Gracious & Affognon, Hippolyte & Mburu, John & Ekesi, Sunday, 2019. "Economic analysis of spillover effects of an integrated pest management (IPM) strategy for suppression of mango fruit fly in Kenya," Food Policy, Elsevier, vol. 84(C), pages 121-132.
    7. Hartmut Lehmann & Jochen Kluve, 2010. "Assessing Active Labour Market Policies in Transition Economies," AIEL Series in Labour Economics, in: Floro Ernesto Caroleo & Francesco Pastore (ed.), The Labour Market Impact of the EU Enlargement, pages 275-307, Springer.
    8. Jones A.M & Rice N, 2009. "Econometric Evaluation of Health Policies," Health, Econometrics and Data Group (HEDG) Working Papers 09/09, HEDG, c/o Department of Economics, University of York.
    9. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    10. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
    11. Fries, Jan & Göbel, Christian & Maier, Michael F., 2013. "Do employment subsidies reduce early apprenticeship dropout?," ZEW Discussion Papers 13-053, ZEW - Leibniz Centre for European Economic Research.
    12. Hagen, Tobias, 2016. "Econometric Evaluation of a Placement Coaching Program for Recipients of Disability Insurance Benefits in Switzerland," VfS Annual Conference 2016 (Augsburg): Demographic Change 145736, Verein für Socialpolitik / German Economic Association.
    13. Chang, Chia-Lin & Oxley, Les, 2009. "Industrial agglomeration, geographic innovation and total factor productivity: The case of Taiwan," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(9), pages 2787-2796.
    14. Ibanez, Marcela & Blackman, Allen, 2016. "Is Eco-Certification a Win–Win for Developing Country Agriculture? Organic Coffee Certification in Colombia," World Development, Elsevier, vol. 82(C), pages 14-27.
    15. Abdellatif Chatri & Khadija Hadef & Naima Samoudi, 2021. "Micro-econometric evaluation of subsidized employment in morocco: the case of the "Idmaj" program," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-13, December.
    16. Paul Attewell & David Monaghan, 2016. "How Many Credits Should an Undergraduate Take?," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(6), pages 682-713, September.
    17. Hagen, Tobias, 2016. "Econometric evaluation of a placement coaching program for recipients of disability insurance benefits in Switzerland," Working Paper Series 10, Frankfurt University of Applied Sciences, Faculty of Business and Law.
    18. Johar, Meliyanni, 2009. "The impact of the Indonesian health card program: A matching estimator approach," Journal of Health Economics, Elsevier, vol. 28(1), pages 35-53, January.
    19. Lee, Sun Youn & Ohtake, Fumio, 2014. "Procrastinators and hyperbolic discounters: Transition probabilities of moving from temporary into regular employment," Journal of the Japanese and International Economies, Elsevier, vol. 34(C), pages 291-314.
    20. E. Santarelli & H. T. Tran, 2013. "Diversification Strategies and Firm Performance: A Sample Selection Approach," Working Papers wp896, Dipartimento Scienze Economiche, Universita' di Bologna.

    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:hal:journl:hal-03691878. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.