- Acemoglu, D. and Restrepo, P. (2019). Robots and jobs: Evidence from US labor markets. Journal of Political Economy.
Paper not yet in RePEc: Add citation now
Acs, Z. J., Anselin, L., and Varga, A. (2002). Patents and innovation counts as measures of regional production of new knowledge. Research Policy, 31(7):1069 – 1085.
- Alderucci, D., Branstetter, L., Hovy, E., Runge, A., and Zolas, N. (2020). Quantifying the impact of AI on productivity and labor demand: Evidence from U.S. Census microdata. mimeo, Carnegie Mellon University.
Paper not yet in RePEc: Add citation now
Ang, J. B. and Madsen, J. B. (2011). Can Second-Generation Endogenous Growth Models Explain the Productivity Trends and Knowledge Production in the Asian Miracle Economies? The Review of Economics and Statistics, 93(4):1360–1373.
Arntz, M., Gregory, T., and Zierahn, U. (2017). Revisiting the risk of automation. Economics Letters, 159:157 – 160.
Autor, D. H., Levy, F., and Murnane, R. J. (2003). The skill content of recent technological change: An empirical exploration. The Quarterly Journal of Economics, 118(4):1279–1333.
Autor, D., Dorn, D., Katz, L. F., Patterson, C., and Van Reenen, J. (2020). The fall of the labor share and the rise of superstar firms. The Quarterly Journal of Economics, 135(2):645–709.
- Babina, T., Fedyk, A., He, A. X., and Hodson, J. (2020). Artificial intelligence, firm growth, and industry concentration. Technical report.
Paper not yet in RePEc: Add citation now
- Baruffaldi, S., van Beuzekom, B., Dernis, H., Harhoff, D., Rao, N., Rosenfeld, D., and Squicciarini, M. (2020). Identifying and measuring developments in artificial intelligence: Making the impossible possible. OECD Science, Technology and Industry Working Papers, 2020/05, OECD Publishing, Paris, OECD.
Paper not yet in RePEc: Add citation now
Benassi, M., Grinza, E., and Rentocchini, F. (2019). The rush for patents in the Fourth Industrial Revolution: An exploration of patenting activity at the European Patent Office. SPRU Working Paper Series 2019-12, SPRU - Science Policy Research Unit, University of Sussex Business School.
- Beraja, M., Yang, D. Y., and Yuchtman, N. (2020). Data-intensive innovation and the state: Evidence from AI firms in China. Working paper, MIT.
Paper not yet in RePEc: Add citation now
- Bessen, J. E., Impink, S. M., Reichensperger, L., and Seamans, R. (2021). The Role of Data for AI Startup Growth. Unpublished manuscript, New York University.
Paper not yet in RePEc: Add citation now
Bloom, N., Schankerman, M., and Van Reenen, J. (2013). Identifying technology spillovers and product market rivalry. Econometrica, 81(4):1347–1393.
Blundell, R., Griffith, R., and van Reenen, J. (1999). Market share, market value and innovation in a panel of British manufacturing firms. The Review of Economic Studies, 66(3):529–554.
- Breschi, S., Lissoni, F., and Malerba, F. (2003). Knowledge-relatedness in firm technological diversification. Research Policy, 32(1):69 – 87.
Paper not yet in RePEc: Add citation now
- Brynjolfsson, E. and Mitchell, T. (2014). The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies. Norton.
Paper not yet in RePEc: Add citation now
Brynjolfsson, E., Mitchell, T., and Rock, D. (2018). What can machines learn, and what does it mean for occupations and the economy? AEA Papers and Proceedings, 108:43–47.
- Brynjolfsson, E., Rock, D., and Syverson, C. (2020). The productivity J-curve: How intangibles complement General Purpose Technologies. American Economic Journal: Macroeconomics, Forthcoming.
Paper not yet in RePEc: Add citation now
Castellani, D. (2017). The changing geography of innovation and the role of multinational enterprises. John H Dunning Centre for International Business Discussion Papers jhd-dp2017-02, Henley Business School, Reading University.
- Clancy, M. S. (2018). Inventing by combining pre-existing technologies: Patent evidence on learning and fishing out. Research Policy, 47(1):252–265.
Paper not yet in RePEc: Add citation now
- Cockburn, I. M., Henderson, R., and Stern, S. (2018). The impact of Artificial Intelligence on innovation: An exploratory analysis. In Agrawal, A. K., Gans, J., and Goldfarb, A., editors, The Economics of Artificial Intelligence: An Agenda. University of Chicago Press.
Paper not yet in RePEc: Add citation now
- Corrado, C., Criscuolo, C., Haskel, J., Himbert, A., and Jona-Lasinio, C. (2021). New evidence on intangibles, diffusion and productivity. OECD Science, Technology and Industry Working Papers 2021/10, OECD Publishing.
Paper not yet in RePEc: Add citation now
Corrocher, N., Malerba, F., and Montobbio, F. (2007). Schumpeterian patterns of innovative activity in the ICT field. Research Policy, 36(3):418 – 432.
De Ridder, M. (2019). Market Power and Innovation in the Intangible Economy. Cambridge Working Papers in Economics 1931, Faculty of Economics, University of Cambridge.
Dernis, H., Gkotsis, P., Grassano, N., Nakazato, S., Squicciarini, M., van Beuzekom, B., and Vezzani, A. (2019). World corporate top R&D investors: Shaping the future of technologies and of AI. A JRC and OECD report. Technical report.
Diez, F. J., Leigh, D., and Tambunlertchai, S. (2018). Global market power and its macroeconomic implications. IMF Working Papers 18/137, International Monetary Fund.
- EPO (2017). Patents and the Fourth Industrial Revolution. Technical report, European Patent Office, Munich.
Paper not yet in RePEc: Add citation now
Evangelista, R., Meliciani, V., and Vezzani, A. (2015). The specialisation of EU regions in fast growing and key enabling technologies. Jrc technical report, European Commission, Joint Research Centre.
- Garcia-Vega, M. (2006). Does technological diversification promote innovation?: An empirical analysis for european firms. Research Policy, 35(2):230 – 246.
Paper not yet in RePEc: Add citation now
- Gofman, M. and Jin, Z. (2019). Artificial Intelligence, human capital, and innovation. University of Rochester, mimeo.
Paper not yet in RePEc: Add citation now
- Goldfarb, A., Taska, B., and Teodoridis, F. (2020). Could Machine Learning ae a General-Purpose Technology? Evidence from online job postings. Working paper, University of Toronto.
Paper not yet in RePEc: Add citation now
Graetz, G. and Michaels, G. (2018). Robots at work. The Review of Economics and Statistics, 100(5):753– 768.
Gutierrez, G. and Philippon, T. (2019). Fading stars. AEA Papers and Proceedings, 109:312–16.
Ha, J. and Howitt, P. (2007). Accounting for trends in productivity and R&D: A Schumpeterian critique of semi-endogenous growth theory. Journal of Money, Credit and Banking, 39(4):733–774.
Hall, B. H. and Trajtenberg, M. (2004). Uncovering GPTs with patent data. Stanford university, mimeo.
- Hall, B., Jaffe, A., and Trajtenberg, M. (2001). The NBER Patent citation data file: Lessons, insights and methodological tools. Working Paper 8498, National Bureau of Economic Research.
Paper not yet in RePEc: Add citation now
- Hingley, P. and Park, W. G. (2017). Do business cycles affect patenting? Evidence from European Patent Office filings. Technological Forecasting and Social Change, 116:76 – 86.
Paper not yet in RePEc: Add citation now
Hoisl, K., Stelzer, T., and Biala, S. (2015). Forecasting technological discontinuities in the ICT industry. Research Policy, 44(2):522 – 532.
Inaba, T. and Squicciarini, M. (2017). ICT: A new taxonomy based on the international patent classification.
Kaiser, U., Kongsted, H. C., and Ronde, T. (2015). Does the mobility of R&D labor increase innovation? Journal of Economic Behavior & Organization, 110(C):91–105.
- Klinger, J., Mateos-Garcia, J., and Stathoulopoulos, K. (2020). A narrowing of ai research? Technical report.
Paper not yet in RePEc: Add citation now
Lee, J. and Lee, K. (2021). Is the fourth industrial revolution a continuation of the third industrial revolution or something new under the sun? Analyzing technological regimes using US patent data. Industrial and Corporate Change, 30(1):137–159.
Li, W. C. Y. and Hall, B. H. (2020). Depreciation of business R&D capital. Review of Income and Wealth, 66(1):161–180.
Lychagin, S., Pinkse, J., Slade, M. E., and Reenen, J. V. (2016). Spillovers in space: Does geography matter? Journal of Industrial Economics, 64(2):295–335.
- Madsen, J. B., Minniti, A., and Venturini, F. (2020). Wealth inequality in the long run: A Schumpeterian growth perspective. The Economic Journal. ueaa082.
Paper not yet in RePEc: Add citation now
Madsen, J. B., Saxena, S., and Ang, J. B. (2010). The Indian growth miracle and endogenous growth. Journal of Development Economics, 93(1):37–48.
Maraut, S., Dernis, H., Webb, C., Spiezia, V., and Guellec, D. (2008). The OECD REGPAT database: A presentation. OECD Science, Technology and Industry Working Papers 2008/2, OECD Publishing.
Martinelli, A., Mina, A., and Moggi, M. (2021). The enabling technologies of industry 4.0: examining the seeds of the fourth industrial revolution. Industrial and Corporate Change, 30(1):161–188.
Nakazato, S. and Squicciarini, M. (2021). Artificial intelligence companies, goods and services: A trademark-based analysis. OECD Science, Technology and Industry Working Papers 2021/06, OECD Publishing.
- OECD (2018). OECD Science, Technology and Innovation Outlook 2018.
Paper not yet in RePEc: Add citation now
- OECD Science, Technology and Industry Working Papers 2021/03, OECD Publishing.
Paper not yet in RePEc: Add citation now
- OECD Science, Technology and Industry Working Papers, 2017/01, OECD Publishing, Paris, OECD.
Paper not yet in RePEc: Add citation now
Petralia, S. (2020). Mapping General Purpose Technologies with patent data. Research Policy, 49(7):104013.
Rahko, J. (2014). Market value of R&D, patents, and organizational capital: Finnish evidence. Economics of Innovation and New Technology, 23(4):353–377.
Savona, M. (2019). The Value of Data:Towards a Framework to Redistribute It. SPRU Working Paper Series 2019-21, SPRU - Science Policy Research Unit, University of Sussex Business School.
- Scellato, G. (2006). Patents, firm size and financial constraints: An empirical analysis for a panel of Italian manufacturing firms. Cambridge Journal of Economics, 31(1):55–76.
Paper not yet in RePEc: Add citation now
Schettino, F., Sterlacchini, A., and Venturini, F. (2013). Inventive productivity and patent quality: Evidence from Italian inventors. Journal of Policy Modeling, 35(6):1043–1056.
Squicciarini, M. and Nachtigall, H. (2021). Demand for ai skills in jobs: Evidence from online job postings.
- Squicciarini, M., Dernis, H., and Criscuolo, C. (2013). Measuring patent quality. OECD Science, Technology and Industry Working Papers 2013/3.
Paper not yet in RePEc: Add citation now
- Trajtenberg, M. (2018). AI as the next GPT: A political-rconomy perspective. In Agrawal, A. K., Gans, J., and Goldfarb, A., editors, The Economics of Artificial Intelligence: An Agenda. University of Chicago Press.
Paper not yet in RePEc: Add citation now
- UK-IPO (2019). Artificial Intelligence. A worldwide overview of AI patents and patenting by the UK AI sector. Technical report.
Paper not yet in RePEc: Add citation now
Venturini, F. (2012). Product variety, product quality, and evidence of endogenous growth. Economics Letters, 117(1):74–77.
Venturini, F. (2015). The modern drivers of productivity. Research Policy, 44(2):357–369.
- Venturini, F. (2019). Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution. University of Perugia, mimeo.
Paper not yet in RePEc: Add citation now
- Webb, M. (2020). The impact of artificial intelligence on the labor market. Technical report, Stanford University, mimeo.
Paper not yet in RePEc: Add citation now
Webb, M., Short, N., Bloom, N., and Lerner, J. (2018). Some facts of high-tech patenting. Working Paper 24793, National Bureau of Economic Research.
- WIPO (2019). WIPO Technology Trends 2019: Artificial Intelligence. Technical report.
Paper not yet in RePEc: Add citation now
- World Development, R. (2019). The Changing Nature of Firms.
Paper not yet in RePEc: Add citation now
Yu, Z., Liang, Z., and Wu, P. (2021). How data shape actor relations in artificial intelligence innovation systems: an empirical observation from China. Industrial and Corporate Change, 30(1):251–267.