When Technological Advance Meets Physician Learning in Drug Prescribing
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References listed on IDEAS
- Manski, Charles F, 1990.
"Nonparametric Bounds on Treatment Effects,"
American Economic Review, American Economic Association, vol. 80(2), pages 319-323, May.
- Manski, C.F., 1989. "Nonparametric Bounds On Treatment Effects," Working papers 8909, Wisconsin Madison - Social Systems.
- Janet M. Currie & W. Bentley MacLeod, 2018.
"Understanding Doctor Decision Making: The Case of Depression,"
NBER Working Papers
24955, National Bureau of Economic Research, Inc.
- Janet M. Currie & W. Bentley MacLeod, 2020. "Understanding Doctor Decision Making: The Case of Depression," Working Papers 2020-77, Princeton University. Economics Department..
- Atella, Vincenzo & Belotti, Federico & Bojke, Chris & Castelli, Adriana & Grašič, Katja & Kopinska, Joanna & Piano Mortari, Andrea & Street, Andrew, 2019. "How health policy shapes healthcare sector productivity? Evidence from Italy and UK," Health Policy, Elsevier, vol. 123(1), pages 27-36.
- repec:wly:hlthec:v:26:y:2017:i::p:106-126 is not listed on IDEAS
- Joshua D. Angrist, 2004.
"Treatment effect heterogeneity in theory and practice,"
Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
- Angrist, Joshua, 2003. "Treatment Effect Heterogeneity in Theory and Practice," IZA Discussion Papers 851, Institute of Labor Economics (IZA).
- Joshua Angrist, 2004. "Treatment Effect Heterogeneity in Theory and Practice," Econometric Society 2004 North American Winter Meetings 186, Econometric Society.
- Joshua D. Angrist, 2003. "Treatment Effect Heterogeneity in Theory and Practice," NBER Working Papers 9708, National Bureau of Economic Research, Inc.
- Deaton, Angus & Cartwright, Nancy, 2018.
"Understanding and misunderstanding randomized controlled trials,"
Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
- Angus Deaton & Nancy Cartwright, 2016. "Understanding and Misunderstanding Randomized Controlled Trials," Working Papers august_25.pdf, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
- Angus Deaton & Nancy Cartwright, 2017. "Understanding and misunderstanding randomized controlled trials," Working Papers 2017-10, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
- Angus Deaton & Nancy Cartwright, 2016. "Understanding and Misunderstanding Randomized Controlled Trials," NBER Working Papers 22595, National Bureau of Economic Research, Inc.
- Eleonora Fichera & James Banks & Luigi Siciliani & Matt Sutton, 2017. "Does Patient Health Behaviour respond to Doctor’s Effort?," Department of Economics Working Papers 62/17, University of Bath, Department of Economics.
- Imbens, Guido W & Angrist, Joshua D, 1994.
"Identification and Estimation of Local Average Treatment Effects,"
Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
- Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers 0118, National Bureau of Economic Research, Inc.
- Vincenzo Atella & Joanna Kopinska, 2014. "The impact of cost-sharing schemes on drug compliance in Italy: evidence based on quantile regression," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 59(2), pages 329-339, April.
- Vincenzo Atella & Federico Belotti & Domenico Depalo, 2017.
"Drug therapy adherence and health outcomes in the presence of physician and patient unobserved heterogeneity,"
Health Economics, John Wiley & Sons, Ltd., vol. 26(S2), pages 106-126, September.
- Vincenzo Atella & Federico Belotti & Domenico Depalo, 2011. "Drug therapy adherence and health outcomes in presence of physician and patient unobserved heterogeneity," CEIS Research Paper 186, Tor Vergata University, CEIS, revised 22 Jun 2017.
- Fichera, Eleonora & Banks, James & Siciliani, Luigi & Sutton, Matt, 2018. "Does patient health behaviour respond to doctor effort?," Journal of Economic Behavior & Organization, Elsevier, vol. 156(C), pages 225-251.
- Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
- Gafni, Amiram & Charles, Cathy & Whelan, Tim, 1998. "The physician-patient encounter: The physician as a perfect agent for the patient versus the informed treatment decision-making model," Social Science & Medicine, Elsevier, vol. 47(3), pages 347-354, August.
- repec:bla:scotjp:v:46:y:1999:i:2:p:111-34 is not listed on IDEAS
- Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2005. "Evaluating the effect of education on earnings: models, methods and results from the National Child Development Survey," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(3), pages 473-512, July.
- Atella, Vincenzo & Conti, Valentina, 2014. "The effect of age and time to death on primary care costs: The Italian experience," Social Science & Medicine, Elsevier, vol. 114(C), pages 10-17.
- Jay Bhattacharya & Azeem M. Shaikh & Edward Vytlacil, 2008. "Treatment Effect Bounds under Monotonicity Assumptions: An Application to Swan-Ganz Catheterization," American Economic Review, American Economic Association, vol. 98(2), pages 351-356, May.
- Anthony Scott & Sandra Vick, 1999. "Patients, Doctors and Contracts: An Application of Principal‐Agent Theory to the Doctor‐Patient Relationship," Scottish Journal of Political Economy, Scottish Economic Society, vol. 46(2), pages 111-134, May.
- Propper, Carol & Avdic, Daniel & von Hinke Kessler Scholder, Stephanie & Lagerqvist, Bo & Vikström, Johan, 2019. "Information shocks and provider responsiveness: evidence from interventional cardiology," CEPR Discussion Papers 13627, C.E.P.R. Discussion Papers.
- Guido W. Imbens & Donald B. Rubin, 1997. "Estimating Outcome Distributions for Compliers in Instrumental Variables Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 555-574.
- James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
- Vincenzo Atella & Francesco D’Amico, 2015.
"Who is responsible for your health: is it you, your doctor or the new technologies?,"
The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(8), pages 835-846, November.
- Atella, Vincenzo & D'Amico, Francesco, 2015. "Who is responsible for your health: is it you, your doctor or the new technologies?," LSE Research Online Documents on Economics 60349, London School of Economics and Political Science, LSE Library.
- Dyfrig A. Hughes & Adrian Bagust & Alan Haycox & Tom Walley, 2001. "The impact of non‐compliance on the cost‐effectiveness of pharmaceuticals: a review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 10(7), pages 601-615, October.
- Edward Vytlacil, 2002. "Independence, Monotonicity, and Latent Index Models: An Equivalence Result," Econometrica, Econometric Society, vol. 70(1), pages 331-341, January.
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Cited by:
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Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 110-126, October.
- Depalo, D.;, 2019. "Explaining the causal effect of adherence to medication on cholesterol through the marginal patient," Health, Econometrics and Data Group (HEDG) Working Papers 19/13, HEDG, c/o Department of Economics, University of York.
- Daniel Avdic & Katharina E. Blankart, 2021.
"A hard look at soft cost-control measures in healthcare organizations: Evidence from preferred drug policies in Germany,"
Papers
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- Avdic, Daniel & Blankart, Katharina, 2021. "A Hard Look at “Soft” Cost‐control Measures in Healthcare Organizations: Evidence from Preferred Drug Policies in Germany," CINCH Working Paper Series (since 2020) 74978, Duisburg-Essen University Library, DuEPublico.
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More about this item
JEL classification:
- I1 - Health, Education, and Welfare - - Health
- I12 - Health, Education, and Welfare - - Health - - - Health Behavior
- O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
NEP fields
This paper has been announced in the following NEP Reports:- NEP-HEA-2019-09-09 (Health Economics)
- NEP-ICT-2019-09-09 (Information and Communication Technologies)
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