Endogeneity in pharmaceutical knowledge generation: An instrument‐free copula approach for Poisson frontier models
Author
Abstract
Suggested Citation
DOI: 10.1111/jems.12491
Download full text from publisher
References listed on IDEAS
- Simar, Léopold & Vanhems, Anne & Van Keilegom, Ingrid, 2016.
"Unobserved heterogeneity and endogeneity in nonparametric frontier estimation,"
Journal of Econometrics, Elsevier, vol. 190(2), pages 360-373.
- Simar, Leopold & Vanhems, Anne & Van Keilegom, Ingrid, 2013. "Unobserved heterogeneity and endogeneity in nonparametric frontier estimation," LIDAM Discussion Papers ISBA 2013054, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Simar, Leopold & Vanhems, Anne & Van Keilegom, Ingrid, 2016. "Unobserved heterogeneity and endogeneity in nonparametric frontier estimation," LIDAM Reprints ISBA 2016007, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984.
"Econometric Models for Count Data with an Application to the Patents-R&D Relationship,"
Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
- Jerry A. Hausman & Bronwyn H. Hall & Zvi Griliches, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," NBER Technical Working Papers 0017, National Bureau of Economic Research, Inc.
- Camilla Mastromarco & Léopold Simar, 2021.
"Latent heterogeneity to evaluate the effect of human capital on world technology frontier,"
Journal of Productivity Analysis, Springer, vol. 55(2), pages 71-89, April.
- Mastromarco, Camilla & Simar, Léopold, 2021. "Latent heterogeneity to evaluate the effect of human capital on world technology frontier," LIDAM Reprints ISBA 2021009, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Michelle Alexopoulos, 2011.
"Read All about It!! What Happens Following a Technology Shock?,"
American Economic Review, American Economic Association, vol. 101(4), pages 1144-1179, June.
- Michelle Alexopoulos, 2004. "Read All About it: What happens following a technology shock," 2004 Meeting Papers 56, Society for Economic Dynamics.
- Michelle Alexopoulos, 2010. "Read All About it!! What happens following a technology shock?," Working Papers tecipa-391, University of Toronto, Department of Economics.
- Haschka, Rouven E. & Herwartz, Helmut, 2020. "Innovation efficiency in European high-tech industries: Evidence from a Bayesian stochastic frontier approach," Research Policy, Elsevier, vol. 49(8).
- Eduardo Fé & Richard Hofler, 2013.
"Count data stochastic frontier models, with an application to the patents–R&D relationship,"
Journal of Productivity Analysis, Springer, vol. 39(3), pages 271-284, June.
- Eduardo Fé-Rodríguez & Richard Hofler, 2009. "Count Data Stochastic Frontier Models, with an application to the patents-R&D Relationship," Economics Discussion Paper Series 0916, Economics, The University of Manchester.
- Siebert, Ralph Bernd, 2017. "A structural model on the impact of prediscovery licensing and research joint ventures on innovation and product market efficiency," International Journal of Industrial Organization, Elsevier, vol. 54(C), pages 89-124.
- Ludwig Fahrmeir & Stefan Lang, 2001. "Bayesian inference for generalized additive mixed models based on Markov random field priors," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 50(2), pages 201-220.
- Rouven Edgar Haschka & Katharina Schley & Helmut Herwartz, 2020. "Provision of health care services and regional diversity in Germany: insights from a Bayesian health frontier analysis with spatial dependencies," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(1), pages 55-71, February.
- repec:adr:anecst:y:2005:i:79-80:p:07 is not listed on IDEAS
- Dirk Czarnitzki & Andrew A. Toole, 2011.
"Patent Protection, Market Uncertainty, and R&D Investment,"
The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 147-159, February.
- Czarnitzki, Dirk & Toole, Andrew A., 2006. "Patent protection, market uncertainty, and R&D investment," ZEW Discussion Papers 06-056, ZEW - Leibniz Centre for European Economic Research.
- Toole, Andrew A. & Czarnitzki, Dirk, 2008. "Patent Protection, Market Uncertainty, and R&D Investment," ZEW Discussion Papers 06-056 [rev.], ZEW - Leibniz Centre for European Economic Research.
- Jaffe, Adam B, 1986.
"Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value,"
American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
- Adam B. Jaffe, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits and Market Value," NBER Working Papers 1815, National Bureau of Economic Research, Inc.
- Edwin Mansfield, 1986. "Patents and Innovation: An Empirical Study," Management Science, INFORMS, vol. 32(2), pages 173-181, February.
- Valentina Meliciani, 2000. "The relationship between R&D, investment and patents: a panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 32(11), pages 1429-1437.
- Windmeijer, F A G & Silva, J M C Santos, 1997.
"Endogeneity in Count Data Models: An Application to Demand for Health Care,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 281-294, May-June.
- Frank Windmeijer & Joao Santos Silva Santos Silva, 1996. "Endogeneity in count data models; an application to demand for health care," IFS Working Papers W96/15, Institute for Fiscal Studies.
- Nelson, Andrew J., 2009. "Measuring knowledge spillovers: What patents, licenses and publications reveal about innovation diffusion," Research Policy, Elsevier, vol. 38(6), pages 994-1005, July.
- Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005.
"Market Value and Patent Citations,"
RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
- Hall, Bronwyn H. & Jaffe, A & Trajtenberg, M, 2005. "Market value and patent citations," Department of Economics, Working Paper Series qt0cs6v2w7, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Peter J. Danaher & Michael S. Smith, 2011. "Modeling Multivariate Distributions Using Copulas: Applications in Marketing," Marketing Science, INFORMS, vol. 30(1), pages 4-21, 01-02.
- Wang, Ning & Hagedoorn, John, 2014. "The lag structure of the relationship between patenting and internal R&D revisited," Research Policy, Elsevier, vol. 43(8), pages 1275-1285.
- Cincera, Michele, 1997. "Patents, R&D, and Technological Spillovers at the Firm Level: Some Evidence from Econometric Count Models for Panel Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 265-280, May-June.
- Siegel, Donald S & Westhead, Paul & Wright, Mike, 2003. "Science Parks and the Performance of New Technology-Based Firms: A Review of Recent U.K. Evidence and an Agenda for Future Research," Small Business Economics, Springer, vol. 20(2), pages 177-184, March.
- Hashimoto, Akihiro & Haneda, Shoko, 2008. "Measuring the change in R&D efficiency of the Japanese pharmaceutical industry," Research Policy, Elsevier, vol. 37(10), pages 1829-1836, December.
- Drivas, Kyriakos & Economidou, Claire & Tsionas, Efthymios G., 2014. "A Poisson Stochastic Frontier Model with Finite Mixture Structure," MPRA Paper 57485, University Library of Munich, Germany.
- Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
- Amsler, Christine & Prokhorov, Artem & Schmidt, Peter, 2016.
"Endogeneity in stochastic frontier models,"
Journal of Econometrics, Elsevier, vol. 190(2), pages 280-288.
- Amsler, Christine & Artem, Prokhorov & Peter, Schmidt, 2015. "Endogeneity in Stochastic Frontier Models," Working Papers 2015-01, University of Sydney Business School, Discipline of Business Analytics.
- Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, December.
- Tran, Kien C. & Tsionas, Efthymios G., 2015. "Endogeneity in stochastic frontier models: Copula approach without external instruments," Economics Letters, Elsevier, vol. 133(C), pages 85-88.
- Melissa A. Schilling, 2015. "Technology Shocks, Technological Collaboration, and Innovation Outcomes," Organization Science, INFORMS, vol. 26(3), pages 668-686, June.
- Jeffrey Furman & Margaret K. Kyle & Alain Cockburn & Rebecca M. Henderson, 2005.
"Public & Private Spillovers: Location and the Productivity of Pharmaceutical Research,"
Annals of Economics and Statistics, GENES, issue 79-80, pages 165-188.
- Jeffrey L. Furman & Margaret K. Kyle & Iain M. Cockburn & Rebecca Henderson, 2006. "Public & Private Spillovers, Location and the Productivity of Pharmaceutical Research," NBER Working Papers 12509, National Bureau of Economic Research, Inc.
- Pieri, Fabio & Vecchi, Michela & Venturini, Francesco, 2018. "Modelling the joint impact of R&D and ICT on productivity: A frontier analysis approach," Research Policy, Elsevier, vol. 47(9), pages 1842-1852.
- Ilan Oshri & Julia Kotlarsky & Leslie P. Willcocks, 2015. "The Handbook of Global Outsourcing and Offshoring," Palgrave Macmillan Books, Palgrave Macmillan, edition 3, number 978-1-137-43744-0, September.
- Jaffe, Adam B., 1989. "Characterizing the "technological position" of firms, with application to quantifying technological opportunity and research spillovers," Research Policy, Elsevier, vol. 18(2), pages 87-97, April.
- Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, November.
- Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
- Jan-Michael Becker & Dorian Proksch & Christian M. Ringle, 2022. "Revisiting Gaussian copulas to handle endogenous regressors," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 46-66, January.
- Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1, July.
- Kumbhakar,Subal C. & Lovell,C. A. Knox, 2003. "Stochastic Frontier Analysis," Cambridge Books, Cambridge University Press, number 9780521666633.
- Szücs, Florian, 2018. "Research subsidies, industry–university cooperation and innovation," Research Policy, Elsevier, vol. 47(7), pages 1256-1266.
- Kutlu, Levent, 2010. "Battese-coelli estimator with endogenous regressors," Economics Letters, Elsevier, vol. 109(2), pages 79-81, November.
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.- Haschka, Rouven E. & Herwartz, Helmut, 2020. "Innovation efficiency in European high-tech industries: Evidence from a Bayesian stochastic frontier approach," Research Policy, Elsevier, vol. 49(8).
- Choi, Mincheol & Lee, Chang-Yang, 2021. "Technological diversification and R&D productivity: The moderating effects of knowledge spillovers and core-technology competence," Technovation, Elsevier, vol. 104(C).
- Georg von Graevenitz & Stuart J. H. Graham & Amanda F. Myers, 2022.
"Distance (still) hampers diffusion of innovations,"
Regional Studies, Taylor & Francis Journals, vol. 56(2), pages 227-241, February.
- Georg von Graevenitz & Stuart J.H. Graham & Amanda Myers, 2019. "Distance (Still) Hampers Diffusion of Innovations," Working Papers 98, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
- Georg von Graevenitz & Stuart J. H. Graham & Amanda Myers, 2019. "Distance (Still) Hampers Diffusion of Innovations," Working Paper series, University of East Anglia, Centre for Competition Policy (CCP) 2019-05R, Centre for Competition Policy, University of East Anglia, Norwich, UK..
- Balsmeier, Benjamin & Buchwald, Achim & Stiebale, Joel, 2014. "Outside directors on the board and innovative firm performance," Research Policy, Elsevier, vol. 43(10), pages 1800-1815.
- Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
- Gernot Hutschenreiter & Serguei Kaniovski, 1999. "Embodied Technology Diffusion in the Austrian Economy," WIFO Studies, WIFO, number 7711.
- T. Ravichandran & Shu Han & Sunil Mithas, 2017. "Mitigating Diminishing Returns to R&D: The Role of Information Technology in Innovation," Information Systems Research, INFORMS, vol. 28(4), pages 812-827, December.
- Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
- Pietro Moncada-Paternò-Castello & Peter Voigt, 2010. "Proceedings of CONCORD 2010: 2nd European Conference on Corporate R&D "An Engine for Growth, a Challenge for European Policy". Academic Forum - Summary Report," JRC Research Reports JRC60863, Joint Research Centre.
- Yang Yu & Edward C. Jaenicke, 2020. "Estimating Food Waste as Household Production Inefficiency," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(2), pages 525-547, March.
- O'Mahony, Mary & Vecchi, Michela, 2009. "R&D, knowledge spillovers and company productivity performance," Research Policy, Elsevier, vol. 38(1), pages 35-44, February.
- Isaksson, Olov H.D. & Simeth, Markus & Seifert, Ralf W., 2016. "Knowledge spillovers in the supply chain: Evidence from the high tech sectors," Research Policy, Elsevier, vol. 45(3), pages 699-706.
- Thomas Bolli & Martin Woerter, 2013. "Technological Diversification and Innovation Performance," KOF Working papers 13-336, KOF Swiss Economic Institute, ETH Zurich.
- de Rassenfosse, Gaétan & Schoen, Anja & Wastyn, Annelies, 2014.
"Selection bias in innovation studies: A simple test,"
Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 287-299.
- De Rassenfosse, Gaétan & Wastyn, Annelies, 2012. "Selection bias in innovation studies: A simple test," ZEW Discussion Papers 12-012, ZEW - Leibniz Centre for European Economic Research.
- Gaétan de Rassenfosse & Anja Schoen & Annelies Wastyn, 2013. "Selection Bias in Innovation Studies. A Simple Test," Melbourne Institute Working Paper Series wp2013n08, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- Mercedes Gumbau-Albert & Joaquin Maudos, 2009.
"Patents, technological inputs and spillovers among regions,"
Applied Economics, Taylor & Francis Journals, vol. 41(12), pages 1473-1486.
- Mercedes Gumbau Albert & Joaquín Maudos Villarroya, 2006. "Patents, Technological Inputs And Spillovers Among Regions," Working Papers. Serie EC 2006-11, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Gumbau-Albert, Mercedes & Maudos, Joaquin, 2009. "Patents, technological inputs and spillovers among regions," MPRA Paper 15260, University Library of Munich, Germany.
- Michele Cincera, 2005.
"Firms' productivity growth and R&D spillovers: An analysis of alternative technological proximity measures,"
Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(8), pages 657-682.
- Michele Cincera, 2005. "Firms' productivity growth and R&D spillovers: an analysis of alternative technological proximity measures," ULB Institutional Repository 2013/5490, ULB -- Universite Libre de Bruxelles.
- Cincera, Michele, 2005. "Firms' Productivity Growth and R&D Spillovers: An Analysis of Alternative Technological Proximity Measures," CEPR Discussion Papers 4894, C.E.P.R. Discussion Papers.
- Michele Cincera, 2005. "Firms’ productivity growth and R&D spillovers: An analysis of alternative technological proximity measures," ULB Institutional Repository 2013/289621, ULB -- Universite Libre de Bruxelles.
- Mustafa U. Karakaplan & Levent Kutlu, 2019. "School district consolidation policies: endogenous cost inefficiency and saving reversals," Empirical Economics, Springer, vol. 56(5), pages 1729-1768, May.
- Tran, Kien C. & Tsionas, Efthymios G., 2015. "Endogeneity in stochastic frontier models: Copula approach without external instruments," Economics Letters, Elsevier, vol. 133(C), pages 85-88.
- Grazia Cecere & Sascha Rexhäuser & Patrick Schulte, 2019.
"From less promising to green? Technological opportunities and their role in (green) ICT innovation,"
Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(1), pages 45-63, January.
- Cecere, Grazia & Rexhäuser, Sascha & Schulte, Patrick, 2019. "From less promising to green? Technological opportunities and their role in (green) ICT innovation," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 28(1), pages 45-63.
- Cecere, Grazia & Rexhäuser, Sascha & Schulte, Patrick, 2015. "From less promising to green? Technological opportunities and their role in (green) ICT innovation," ZEW Discussion Papers 15-091, ZEW - Leibniz Centre for European Economic Research.
- Grazia Cecere & Sascha Rexhäuser & Patrick Schulte, 2019. "From less promising to green? Technological opportunities and their role in (green) ICT innovation," Post-Print hal-01940260, HAL.
- Ugo Rizzo & Nicolò Barbieri & Laura Ramaciotti & Demian Iannantuono, 2020.
"The division of labour between academia and industry for the generation of radical inventions,"
The Journal of Technology Transfer, Springer, vol. 45(2), pages 393-413, April.
- Ugo Rizzo & Nicolò Barbieri & Laura Ramaciotti & Demian Iannantuono, 2017. "The division of labour between academia and industry for the generation of radical inventions," SEEDS Working Papers 0817, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Nov 2017.
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:bla:jemstr:v:31:y:2022:i:4:p:942-960. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.kellogg.northwestern.edu/research/journals/JEMS/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.