Drug therapy adherence and health outcomes in presence of physician and patient unobserved heterogeneity
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- 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.
References listed on IDEAS
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998.
"An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics,"
Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
- J. Fitzgerald & P. Gottschalk & R. Moffitt, "undated". "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Institute for Research on Poverty Discussion Papers 1156-98, University of Wisconsin Institute for Research on Poverty.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of income Dynamics," Economics Working Paper Archive 379, The Johns Hopkins University,Department of Economics.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1997. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Boston College Working Papers in Economics 394, Boston College Department of Economics.
- John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," NBER Technical Working Papers 0220, National Bureau of Economic Research, Inc.
- Cropper, M L, 1981. "Measuring the Benefits from Reduced Morbidity," American Economic Review, American Economic Association, vol. 71(2), pages 235-240, May.
- Verbrugge, Lois M. & Jette, Alan M., 1994. "The disablement process," Social Science & Medicine, Elsevier, vol. 38(1), pages 1-14, January.
- Wagstaff, Adam, 1986. "The demand for health : Some new empirical evidence," Journal of Health Economics, Elsevier, vol. 5(3), pages 195-233, September.
- Terence C. Cheng & Pravin K. Trivedi, 2015.
"Attrition Bias in Panel Data: A Sheep in Wolf's Clothing? A Case Study Based on the Mabel Survey,"
Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1101-1117, September.
- Cheng, T. C. & Trivedi, P. K., 2014. "Attrition Bias in Panel Data: A Sheep in Wolf's Clothing? A Case Study Based on the MABEL Survey," Health, Econometrics and Data Group (HEDG) Working Papers 14/04, HEDG, c/o Department of Economics, University of York.
- Terence C. Cheng & Pravin K. Trivedi, 2014. "Attrition Bias in Panel Data: A Sheep in Wolf’s Clothing? A Case Study Based on the MABEL Survey," Melbourne Institute Working Paper Series wp2014n14, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- John M. Abowd & Francis Kramarz & David N. Margolis, 1999.
"High Wage Workers and High Wage Firms,"
Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
- John M. Abowd & Francis Kramarz & David N. Margolis, 1994. "High Wage Workers and High Wage Firms," NBER Working Papers 4917, National Bureau of Economic Research, Inc.
- Abowd, J.M. & Kramarz, F. & Margolis, D.N., 1995. "High-Wage Workers and High-Wage Firms," Cahiers de recherche 9503, Universite de Montreal, Departement de sciences economiques.
- Abowd, J.M. & Kramarz, F. & Margolis, D.N., 1995. "High-Wage Workers and High-Wage Firms," Cahiers de recherche 9503, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- John M. Abowd & Francis Kramarz & David Margolis, 1999. "High Wage Workers and High Wage Firms," Post-Print halshs-00353892, HAL.
- John M. Abowd & Francis Kramarz & David Margolis, 1999. "High Wage Workers and High Wage Firms," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00353892, HAL.
- David Margolis, 1995. "High Wage Workers and High Wage Firms," Post-Print halshs-00378229, HAL.
- John M. Abowd & Francis Kramarz & David N. Margolis, 1994. "High-Wage Workers and High-Wage Firms," CIRANO Working Papers 94s-23, CIRANO.
- Titus J. Galama & Patrick Hullegie & Erik Meijer & Sarah Outcault, 2012.
"Is There Empirical Evidence For Decreasing Returns To Scale In A Health Capital Model?,"
Health Economics, John Wiley & Sons, Ltd., vol. 21(9), pages 1080-1100, September.
- Titus Galama & Patrick Hullegie & Erik Meijer & Sarah Outcault, 2012. "Empirical Evidence for Decreasing Returns to Scale in a Health Capital Model," Working Papers WR-928, RAND Corporation.
- Galama, T. & Hullegie, P. & Meijer, E. & Outcault, S., 2012. "Empirical evidence for decreasing returns to scale in a health capital model," Health, Econometrics and Data Group (HEDG) Working Papers 12/05, HEDG, c/o Department of Economics, University of York.
- 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.
- M. Hashem Pesaran & Qiankun Zhou, 2018.
"Estimation of time-invariant effects in static panel data models,"
Econometric Reviews, Taylor & Francis Journals, vol. 37(10), pages 1137-1171, November.
- M. Hashem Pesaran & Qiankun Zhou, 2014. "Estimation of Time-invariant Effects in Static Panel Data Models," CESifo Working Paper Series 4983, CESifo.
- Frank, Richard G. & Zeckhauser, Richard J., 2007.
"Custom-made versus ready-to-wear treatments: Behavioral propensities in physicians' choices,"
Journal of Health Economics, Elsevier, vol. 26(6), pages 1101-1127, December.
- Richard G. Frank & Richard J. Zeckhauser, 2007. "Custom Made Versus Ready to Wear Treatments; Behavioral Propensities in Physician's Choices," NBER Working Papers 13445, National Bureau of Economic Research, Inc.
- Verbeek, Marno & Nijman, Theo, 1992.
"Testing for Selectivity Bias in Panel Data Models,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(3), pages 681-703, August.
- Verbeek, M. & Nijman, T., 1990. "Testing For Selectivity Bias In Panel Data Models," Papers 9018, Tilburg - Center for Economic Research.
- Verbeek, M.J.C.M. & Nijman, T.E., 1990. "Testing for selectivity bias in panel data models," Discussion Paper 1990-18, Tilburg University, Center for Economic Research.
- Nijman, T.E. & Verbeek, M.J.C.M., 1992. "Testing for selectivity in panel data models," Other publications TiSEM 7ec34a6c-1d84-4052-971c-d, Tilburg University, School of Economics and Management.
- Anna A. Levine Taub & Anton Kolotilin & Robert S. Gibbons & Ernst R. Berndt, 2011. "The Diversity of Concentrated Prescribing Behavior: An Application to Antipsychotics," NBER Working Papers 16823, National Bureau of Economic Research, Inc.
- 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.
- Galama, T. & Hullegie, P. & Meijer, E. & Outcault, S., 2012.
"Empirical evidence for decreasing returns to scale in a health capital model,"
Health, Econometrics and Data Group (HEDG) Working Papers
12/05, HEDG, c/o Department of Economics, University of York.
- Titus Galama & Patrick Hullegie & Erik Meijer & Sarah Outcault, 2012. "Empirical Evidence for Decreasing Returns to Scale in a Health Capital Model," Working Papers 928, RAND Corporation.
- Adam Wagstaff, 1993. "The demand for health: An empirical reformulation of the Grossman model," Health Economics, John Wiley & Sons, Ltd., vol. 2(2), pages 189-198, July.
- Michael Grossman, 1972. "The Demand for Health: A Theoretical and Empirical Investigation," NBER Books, National Bureau of Economic Research, Inc, number gros72-1, June.
- Mariana Carrera & Dana Goldman & Geoffrey Joyce, 2013. "Heterogeneity in Cost-Sharing and Cost-Sensitivity, and the Role of the Prescribing Physician," NBER Working Papers 19186, National Bureau of Economic Research, Inc.
- Gerdtham, U. -G. & Johannesson, M. & Lundberg, L. & Isacson, D., 1999. "The demand for health: results from new measures of health capital," European Journal of Political Economy, Elsevier, vol. 15(3), pages 501-521, September.
- Vincenzo Atella & Franco Peracchi & Domenico Depalo & Claudio Rossetti, 2006. "Drug compliance, co‐payment and health outcomes: evidence from a panel of Italian patients," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 875-892, September.
- Sergei Koulayev & Niels Skipper & Emilia Simeonova, 2013. "Who Is in Control? The Determinants of Patient Adherence with Medication Therapy," NBER Working Papers 19496, National Bureau of Economic Research, Inc.
- 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.
Citations
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Cited by:
- Domenico Depalo, 2020.
"Explaining the causal effect of adherence to medication on cholesterol through the marginal patient,"
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.
- Katharina E. Blankart & Frank R. Lichtenberg, 2020. "Are patients more adherent to newer drugs?," Health Care Management Science, Springer, vol. 23(4), pages 605-618, December.
- Federico Belotti & Joanna Kopinska & Alessandro Palma & Andrea Piano Mortari, 2022.
"Health status and the Great Recession. Evidence from electronic health records,"
Health Economics, John Wiley & Sons, Ltd., vol. 31(8), pages 1770-1799, August.
- Federico Belotti & Joanna Kopinska & Alessandro Palma & Andrea Piano Mortari, 2018. "Health Status and the Great Recession. Evidence from Electronic Health Records," CEIS Research Paper 425, Tor Vergata University, CEIS, revised 16 Dec 2020.
- Domenico Depalo & Jay Bhattacharya & Vincenzo Atella & Federico Belotti, 2019. "When Technological Advance Meets Physician Learning in Drug Prescribing," NBER Working Papers 26202, National Bureau of Economic Research, Inc.
- Di Novi, Cinzia & Leporatti, Lucia & Levaggi, Rosella & Montefiori, Marcello, 2022. "Adherence during COVID-19: The role of aging and socio-economics status in shaping drug utilization," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 1-14.
- Lucia Leporatti & Rosella Levaggi & Marcello Montefiori, 2021. "Beyond price: the effects of non-financial barriers on access to drugs and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(4), pages 519-529, June.
- Katharina E. Blankart & Friederike Arndt, 2020. "Physician-Level Cost Control Measures and Regional Variation of Biosimilar Utilization in Germany," IJERPH, MDPI, vol. 17(11), pages 1-14, June.
- Joan Costa‐Font & Rosella Levaggi, 2020. "Innovation, aging, and health care: Unraveling “silver” from “red” herrings?," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 3-7, October.
- Cinzia Di Novi & Lucia Leporatti & Marcello Montefiori, 2020. "Older patients and geographic barriers to pharmacy access: When nonadherence translates to an increased use of other components of health care," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 97-109, October.
- Atella, Vincenzo & Belotti, Federico & Giaccherini, Matilde & Medea, Gerardo & Nicolucci, Antonio & Sbraccia, Paolo & Mortari, Andrea Piano, 2024. "Lifetime costs of overweight and obesity in Italy," Economics & Human Biology, Elsevier, vol. 53(C).
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More about this item
Keywords
Health outcomes; Adherence; Physician heterogeneity; Patient heterogeneity.;All these keywords.
JEL classification:
- 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
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
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