Productivity, technological innovations and broadband connectivity: firm-level evidence for ten European countries
Tóm tắt
This study investigates the link between productivity and innovations (technological as well as non-technological), taking into account the information and communication technology (ICT) intensity of firms, measured as the proportion of broadband internet connected employees. The analysis is based on official firm-level data on innovation activities and ICT usage in firms for the years 2002–2010, linked to the business registers and the production statistics in ten European countries. The datasets encompass 117,000 firm-year observations. Estimation results reveal that firm productivity is significantly related to product innovations, but to a lesser extent than broadband connected employees. The strength of the association varies across countries and between manufacturing and service firms. As a contrast, process, marketing and organizational innovations are not significantly related to productivity in the majority of countries. Overall, broadband usage appears to be a better predictor of productivity than product innovations.
Tài liệu tham khảo
Acemoglu, D., Dorn, D., Hanson, G. H., & Price, B. (2014). Return of the Solow Paradox? IT, Productivity, and Employment in US Manufacturing (No. w19837). National Bureau of Economic Research.
Aiello, F., & Ricotta, F. (2016). Firm heterogeneity in productivity across Europe: Evidence from multilevel models. Economics of Innovation and New Technology, 25(1), 57–89.
Arvanitis, S. (2005). Computerization, workplace organization, skilled labour and firm productivity: Evidence for the Swiss business sector. Economics of Innovation and New Technology, 14(4), 225–249.
Badescu, M., & Garcés-Ayerbe, C. (2009). The impact of information technologies on firm productivity: Empirical Evidence from Spain. Technovation, 29(2), 122–129.
Barbieri, L., Piva, M., & Vivarelli, M. (2018). R&D. Embodied technological change and employment: Evidence from Italian microdata. Industrial and Corporate Change. https://doi.org/10.1093/icc/dty001.
Barron, D. N., West, E., & Hannan, M. T. (1994). A time to grow and a time to die: Growth and mortality of credit unions in New York City, 1914–1990. American Journal of Sociology, 100(2), 381–421.
Bartelsman, E. J. (2013). ICT, reallocation and productivity. European Economy-Economic Papers 486.
Bartelsman, E. J., & Doms, M. (2000). Understanding productivity: Lessons from longitudinal microdata. Journal of Economic literature, 38(3), 569–594.
Bartelsman, E. J., Hagsten, E., & Polder, M. (2018). Micro moments database for cross-country analysis of ICT, innovation, and economic outcomes. Journal of Economics and Mangement Strategy, 27(3), 626–648.
Bartelsman, E. J., van Leeuwen, G., & Polder, M. (2017). CDM using a cross-country micro moments database. Economics of Innovation and New Technology, 26(1–2), 168–182.
Baum, C. F., Lööf, H., Nabavi, P., & Stephan, A. (2017). A new approach to estimation of the R&D–innovation–productivity relationship. Economics of Innovation and New Technology, 26(1–2), 121–133.
Baumann, J., & Kritikos, A. S. (2016). The link between R&D, innovation and productivity: Are micro firms different? Research Policy, 45(6), 1263–1274.
Bernard, A. B., & Jensen, J. B. (1999). Exceptional exporter performance: Cause, effect, or both? Journal of International Economics, 47(1), 1–25.
Bertschek, I., Cerquera, D., & Klein, G. J. (2013). More bits—more bucks? Measuring the impact of broadband internet on firm performance. Information Economics and Policy, 25(3), 190–203.
Black, S. E., & Lynch, L. M. (2001). How to compete: The impact of workplace practices and information technology on productivity. Review of Economics and Statistics, 83(3), 434–445.
Blomström, M., & Kokko, A. (1998). Multinational corporations and spillovers. Journal of Economic surveys, 12(3), 247–277.
Bloom, N., & Van Reenen, J. (2011). Human resource management and productivity. CEPR discussion paper 7489.
Bresnahan, T. F., Brynjolfsson, E., & Hitt, L. M. (2002). Information technology, workplace organization, and the demand for skilled labor: Firm-level evidence. The Quarterly Journal of Economics, 117(1), 339–376.
Brynjolfsson, E., & Hitt, L. M. (2003). Computing productivity: Firm-level evidence. Review of Economics and Statistics, 85(4), 793–808.
Cardona, M., Kretschmer, T., & Strobel, T. (2013). ICT and productivity: Conclusions from the empirical literature. Information Economics and Policy, 24, 109–125.
Clerides, S. K., Lach, S., & Tybout, J. R. (1998). Is learning by exporting important? Micro-dynamic evidence from Colombia, Mexico, and Morocco. The Quarterly Journal of Economics, 113(3), 903–947.
Colombo, M. G., Croce, A., & Grilli, L. (2013). ICT services and small businesses productivity gains: An analysis of the adoption of broadband internet technology. Information Economics and Policy, 25(3), 171–189.
Crépon, B., Duguet, E., & Mairesse, J. (1998). Research, innovation and productivity: an econometric analysis at the firm level. Economics of Innovation and new Technology, 7(2), 115–158.
Crespi, G., & Zuniga, P. (2012). Innovation and productivity: evidence from six Latin American countries. World Development, 40(2), 273–290.
Criscuolo, C., Haskel, J., & Martin, R. (2003). Building the evidence base for productivity policy using business data linking. Economic Trends, 600, 39–51.
Edquist, C., Hommen, L., & McKelvey, M. (2001). Innovation and employment: Product versus process innovation. Cheltenham: Elgar.
Eurostat (2013). The multifaceted nature of ICT, final report of the ESSNet on linking microdata to analyse ICT impact. Luxembourg. http://www.cros-portal.eu.
Fazio, G., Lam, H. K., & Ritchie, F. (2006). Sample bias in microeconometric analyses of official microdata. Report to the Department of Trade and Industry URN 06/737.
Greenan, N., & Mairesse, J. (2000). Computers and productivity in France: Some evidence. Economics of Innovation and New Technology, 9(3), 275–315.
Griffith, R., Huergo, E., Mairesse, J., & Peters, B. (2006). Innovation and productivity across four European countries. Oxford Review of Economic Policy, 22(4), 483–498.
Griffith, R., Redding, S., & Simpson, H. (2004). Foreign ownership and productivity: new evidence from the service sector and the R&D lab. Oxford Review of Economic Policy, 20(3), 440–456.
Grimes, A., Ren, C., & Stevens, P. (2012). The need for speed: Impacts of internet connectivity on firm productivity. Journal of Productivity Analysis, 37(2), 187–201.
Hagsten, E. (2016). Broadband connected employees and labour productivity: a comparative analysis of 14 European countries based on distributed Microdata access. Economics of Innovation and New Technology, 25(6), 613–629.
Hagsten, E., & Sabadash, A. (2017). A neglected input to production: The role of ICT-schooled employees in firm performance article. International Journal of Manpower, 38(3), 373–391.
Hall, B. H. (2011). Innovation and productivity. Nordic Economic Policy Review, 167–204.
Hall, B. H., Lotti, F., & Mairesse, J. (2013). Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms. Economics of Innovation and New Technology, 22(3), 300–328.
Haller, S. A., & Lyons, S. (2015). Broadband adoption and firm productivity: Evidence from Irish manufacturing firms. Telecommunications Policy, 39(1), 1–13.
Hempell, T. (2005). What’s spurious, what’s real? Measuring the productivity impacts of ICT at the firm-level. Empirical Economics, 30(2), 427–464.
Hempell, T., & Zwick, T. (2008). New technology, work organisation, and innovation. Economics of Innovation and New Technology, 17(4), 331–354.
Howell, B., & Grimes, A. (2010). Productivity questions for public sector fast fibre network financiers. Communications and Strategies, 78(2), 127–145.
Huergo, E., & Jaumandreu, J. (2004). Firms’ age, process innovation and productivity growth. International Journal of Industrial Organization, 22(4), 541–559.
Ichniowski, C., Shaw, K., & Premushi, G. (1997). The effects of human resources management practices on productivity, a study of steel finishing lines. American Economic Review, 87(3), 291–313.
Jovanovic, B. (1982). Selection and the evolution of industry. Econometrica, 50(3), 649–670.
Klomp, L., & van Leeuwen, G. (2001). Linking innovation and firm performance: A new approach. International Journal of the Economics of Business, 8, 343–364.
Krasnikov, A., & Jayachandran, S. (2008). The relative impact of marketing, research-and-development, and operations capabilities on firm performance. Journal of Marketing, 72(4), 1–11.
Levinsohn, J., & Petrin, A. (2003). Estimating production functions using inputs to control for unobservables. The Review of Economic Studies, 70(2), 317–341.
Mairesse, J., & Mohnen, P. (2010). Using innovation surveys for econometric analysis. In B. H. Hall & N. Rosenberg (Eds.), Handbook of the economics of innovation (Vol. 2, pp. 1129–1155). Amsterdam: Elsevier.
Mansury, M. A., & Love, J. H. (2008). Innovation, productivity and growth in US business services: A firm-level analysis. Technovation, 28(1), 52–62.
Masso, J., & Vahter, P. (2012). The link between innovation and productivity in Estonia’s services sector. The Service Industries Journal, 32(16), 2527–2541.
Melitz, M. J. (2003). The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica, 71(6), 1695–1725.
Mohnen, P., & Hall, B. H. (2013). Innovation and productivity: An update. Eurasian Business Review, 3(1), 47–65.
OECD (Organization for Economic Cooperation and Development)/Eurostat. (2005). Guidelines for collecting and interpreting innovation Data—the Oslo manual (3rd ed.). Paris: OECD.
Olley, S., & Pakes, A. (1996). The dynamics of productivity in the telecomunications equipment industry. Econometrica, 64, 1263–1297.
Parisi, M. L., Schiantarelli, F., & Sembenelli, A. (2006). Productivity, innovation and R&D: Micro evidence for Italy. European Economic Review, 50, 2037–2061.
Polder, M., Leeuwen, G., Mohnen, P., & Raymond, W. (2010). Product, process and organizational innovation: drivers, complementarity and productivity effects. UNU-MERIT Working Paper Series, 35.
Raymond, W., Mairesse, J., Mohnen, P., & Palm, F. (2015). Dynamic models of R & D, innovation and productivity: Panel data evidence for Dutch and French manufacturing. European Economic Review, 78, 285–306.
Rochina-Barrachina, M., Mañez, J., & Sanchis-Llopis, J. (2010). Process innovations and firm productivity growth. Small Business Economics, 34(2), 147–166.
Syverson, C. (2011). What determines productivity? Journal of Economic Literature, 49(2), 326–365.
Tambe, P., & Hitt, L. M. (2012). The productivity of information technology investments: New evidence from IT labor data. Information Systems Research, 23(3-part-1), 599–617.
Van Reenen, J. (1997). Employment and technological innovation: Evidence from UK manufacturing firms. Journal of Labor Economics, 15(2), 255–284.
Wagner, J. (2007). Exports and productivity: A survey of the evidence from firm-level data. The World Economy, 30(1), 60–82.
Wagner, J. (2012). Editorial—KombiFiD: Combined firm data for Germany. Schmollers Jahrbuch, 132(3), 359.
Williamson, O. E. (1967). Hierarchical control and optimum firm size. Journal of Political Economy, 75(2), 123–138.