Machine learning in healthcare: Mirage or miracle for breaking the costs dead-lock?
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DOI: 10.31219/osf.io/tc24d
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- David M. Cutler, 2011.
"Where Are the Health Care Entrepreneurs? The Failure of Organizational Innovation in Health Care,"
NBER Chapters, in: Innovation Policy and the Economy, Volume 11, pages 1-28,
National Bureau of Economic Research, Inc.
- David M. Cutler, 2010. "Where Are The Health Care Entrepreneurs? The Failure of Organizational Innovation in Health Care," NBER Working Papers 16030, National Bureau of Economic Research, Inc.
- Cutler, David M & Richardson, Elizabeth, 1998.
"The Value of Health: 1970-1990,"
American Economic Review, American Economic Association, vol. 88(2), pages 97-100, May.
- David M. Cutler & Elizabeth Richardson, 1998. "The Value of Health: 1970-1990," JCPR Working Papers 28, Northwestern University/University of Chicago Joint Center for Poverty Research.
- Azar, José & Alekseeva, Liudmila & Gine, Mireia & Samila, Sampsa & Taska, Bledi, 2020. "The Demand for AI Skills in the Labor Market," CEPR Discussion Papers 14320, C.E.P.R. Discussion Papers.
- Brent Goldfarb, 2005. "Diffusion of general-purpose technologies: understanding patterns in the electrification of US Manufacturing 1880--1930," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(5), pages 745-773, October.
- Amitabh Chandra & Jonathan Skinner, 2012. "Technology Growth and Expenditure Growth in Health Care," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 645-680, September.
- David Autor & Anna Salomons, 2018. "Is Automation Labor-Displacing? Productivity Growth, Employment, and the Labor Share," NBER Working Papers 24871, National Bureau of Economic Research, Inc.
- Carl Shapiro, 2019. "Protecting Competition in the American Economy: Merger Control, Tech Titans, Labor Markets," Journal of Economic Perspectives, American Economic Association, vol. 33(3), pages 69-93, Summer.
- Jinhyung Lee & Jeffrey S. McCullough & Robert J. Town, 2013.
"The impact of health information technology on hospital productivity,"
RAND Journal of Economics, RAND Corporation, vol. 44(3), pages 545-568, September.
- Jinhyung Lee & Jeffrey S. McCullough & Robert J. Town, 2012. "The Impact of Health Information Technology on Hospital Productivity," NBER Working Papers 18025, National Bureau of Economic Research, Inc.
- Hal Varian, 2018.
"Artificial Intelligence, Economics, and Industrial Organization,"
NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 399-419,
National Bureau of Economic Research, Inc.
- Hal Varian, 2018. "Artificial Intelligence, Economics, and Industrial Organization," NBER Working Papers 24839, National Bureau of Economic Research, Inc.
- Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019.
"Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction,"
Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 31-50, Spring.
- Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," NBER Working Papers 25619, National Bureau of Economic Research, Inc.
- Charles Ayoubi & Boris Thurm, 2023.
"Knowledge diffusion and morality: Why do we freely share valuable information with Strangers?,"
Journal of Economics & Management Strategy, Wiley Blackwell, vol. 32(1), pages 75-99, January.
- Ayoubi, Charles & Thurm, Boris, 2020. "Knowledge Diffusion and Morality: Why do we Freely Share Valuable Information with Strangers?," OSF Preprints 78mua, Center for Open Science.
- Erik Brynjolfsson & Tom Mitchell & Daniel Rock, 2018. "What Can Machines Learn, and What Does It Mean for Occupations and the Economy?," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 43-47, May.
- James Bessen & Robert M. Hunt, 2007.
"An Empirical Look at Software Patents,"
Journal of Economics & Management Strategy, Wiley Blackwell, vol. 16(1), pages 157-189, March.
- James Bessen & Robert M Hunt, 2004. "An Empirical Look at Software Patents," Levine's Working Paper Archive 122247000000000167, David K. Levine.
- James Bessen & Robert M. Hunt, 2004. "An empirical look at software patents," Working Papers 03-17, Federal Reserve Bank of Philadelphia.
- Goolsbee, Austan & Klenow, Peter J, 2002.
"Evidence on Learning and Network Externalities in the Diffusion of Home Computers,"
Journal of Law and Economics, University of Chicago Press, vol. 45(2), pages 317-343, October.
- Austan Goolsbee & Peter J. Klenow, 1999. "Evidence on Learning and Network Externalities in the Diffusion of Home Computers," NBER Working Papers 7329, National Bureau of Economic Research, Inc.
- Matt Taddy, 2018. "The Technological Elements of Artificial Intelligence," NBER Working Papers 24301, National Bureau of Economic Research, Inc.
- Igal Hendel & Yossi Spiegel, 2014. "Small Steps for Workers, a Giant Leap for Productivity," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 73-90, January.
- Aizcorbe, Ana & Nestoriak, Nicole, 2011.
"Changing mix of medical care services: Stylized facts and implications for price indexes,"
Journal of Health Economics, Elsevier, vol. 30(3), pages 568-574, May.
- Ana Aizcorbe & Nicole Nestoriak, 2010. "Changing Mix of Medical Care Services: Stylized Facts and Implications for Price Indexes," BEA Working Papers 0064, Bureau of Economic Analysis.
- Martin Feldstein, 2017.
"Underestimating the Real Growth of GDP, Personal Income, and Productivity,"
Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 145-164, Spring.
- Martin S. Feldstein, 2017. "Underestimating the Real Growth of GDP, Personal Income and Productivity," NBER Working Papers 23306, National Bureau of Economic Research, Inc.
- David M. Cutler, 2011. "Where Are the Health Care Entrepreneurs? The Failure of Organizational Innovation in Health Care," Innovation Policy and the Economy, University of Chicago Press, vol. 11(1), pages 1-28.
- Henry Chesbrough & Richard S. Rosenbloom, 2002. "The role of the business model in capturing value from innovation: evidence from Xerox Corporation's technology spin-off companies," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(3), pages 529-555, June.
- Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
- Elhanan Helpman & Manuel Trajtenberg, 1996.
"Diffusion of General Purpose Technologies,"
NBER Working Papers
5773, National Bureau of Economic Research, Inc.
- Helpman, E. & Trajtenberg, M., 1996. "Diffusion of General Purpose Technologies," Papers 24-96, Tel Aviv - the Sackler Institute of Economic Studies.
- Trajtenberg, Manuel, 2018.
"AI as the next GPT: a Political-Economy Perspective,"
CEPR Discussion Papers
12721, C.E.P.R. Discussion Papers.
- Manuel Trajtenberg, 2018. "AI as the next GPT: a Political-Economy Perspective," NBER Working Papers 24245, National Bureau of Economic Research, Inc.
- Baumol, William J, 1993. "Health Care, Education and the Cost Disease: A Looming Crisis for Public Choice," Public Choice, Springer, vol. 77(1), pages 17-28, September.
- Miric, Milan & Boudreau, Kevin J. & Jeppesen, Lars Bo, 2019. "Protecting their digital assets: The use of formal & informal appropriability strategies by App developers," Research Policy, Elsevier, vol. 48(8), pages 1-1.
- Ajay Agrawal & John McHale & Alexander Oettl, 2018.
"Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth,"
NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 149-174,
National Bureau of Economic Research, Inc.
- Ajay Agrawal & John McHale & Alex Oettl, 2018. "Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth," NBER Working Papers 24541, National Bureau of Economic Research, Inc.
- Naomi Fukuzawa & Takanori Ida, 2016. "Science linkages between scientific articles and patents for leading scientists in the life and medical sciences field: the case of Japan," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 629-644, February.
- Chris Bojke & Adriana Castelli & Katja Grašič & Andrew Street, 2017. "Productivity Growth in the English National Health Service from 1998/1999 to 2013/2014," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 547-565, May.
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