Peer Reviewed Publications
Research in Economics Journals
“Information Technology, Access, and Use of Prescription Drugs", with Petri Böckerman, Mika Kortelainen, Mikko Nurminen, and Tanja Saxell. [paper] (published 30 April 2024) The Journal of the European Economic Association. https://doi.org/10.1093/jeea/jvae034
Abstract
We estimate the effects of health information technology designed to improve access to medication while limiting overuse through easier prescription renewal and improved information provision. We focus on benzodiazepines, a commonly prescribed class of mental health and insomnia medications, which are highly effective but potentially addictive. We study the staggered rollout of a nationwide electronic prescribing system over four years in Finland and use population-wide, individual-level administrative data sets. We find that e-prescribing increases average benzodiazepine use due to increased prescription renewals. The increase is most pronounced for younger patients. E-prescribing can improve the health of elderly patients and may help to balance the access-overuse trade-off. Without additional monitoring for addiction in place, it may, however, also have unintended health consequences for younger patients, who are more likely to develop mental and behavioral health disorders.
“Information Integration, Coordination Failures, and Quality of Prescribing”, with Petri Böckerman, Mikko Nurminen, and Tanja Saxell. The Journal of Human Resources. 0921-11910R2; (published ahead of print December 7, 2022) https://doi.org/10.3368/jhr.0921-11910R2 [paper]
Abstract
Poor information flows hamper coordination, potentially leading to suboptimal decisions in health care. We examine the effects of a large-scale policy of health information integration. We use the staggered adoption of a nationwide electronic prescribing system over four years in Finland and prescription-level administrative data. Our results show no discernible effect on the probability of co-prescribing harmful drugs on average, but the heterogeneity analysis reveals that this probability reduces in rural regions, by 35 percent. This substantial reduction is driven by interacting prescriptions from different physicians and generalists. Information integration can therefore improve the coordination of physicians' interdependent decisions.
"Temporary and Persistent Overweight and Long-Term Labor Market Outcomes", with Ari Hyytinen. International Journal of Health Economics and Management. (2022). https://doi.org/10.1007/s10754-021-09315-4 [paper]
Abstract
We study how the duration of being overweight earlier in life is related to subsequent long-term labor market outcomes. Our data on fraternal and identical twins born and raised in the same household contain weight measurements of the twins during their early adulthood measured in 1975, 1981, and 1990 and is linked to register-based administrative data on the earnings and employment from 1990 to 2009. When combined, these data enable an empirical strategy that controls for the family environment and genes shared by twins. We find that being persistently overweight during early adulthood is negatively associated with long-term earnings for both women and men. We find that for women, the association is driven by a decrease in labor market attachment, whereas for men, the association is driven by lower annual earnings.
“Quality and Competition between Public and Private Firms,” with Ching-to Albert Ma. Journal of Economic Behavior & Organization, Vol. 140, 336 − 353, 2017. https://doi.org/10.1016/j.jebo.2017.05.012 [paper]
Abstract
We study a multistage, quality-then-price game between a public firm and a private firm. The market consists of a set of consumers who have different quality valuations. The public firm aims to maximize social surplus, whereas the private firm maximizes profit. In the first stage, both firms simultaneously choose qualities. In the second stage, both firms simultaneously choose prices. Consumers' quality valuations are drawn from a general distribution. Each firms’ unit production cost is an increasing and convex function of quality. There are multiple equilibria. In some, the public firm chooses a low quality, and the private firm chooses a high quality. In others, the opposite is true. We characterize subgame-perfect equilibria. Equilibrium qualities are often inefficient, but under some conditions on consumer valuation distribution, equilibrium qualities are first best. Various policy implications are drawn.
Research in Health Policy
"Growth of Private Pay Senior Housing Communities in Metropolitan Statistical Areas in the United States: 2015–2019”, with Katherine E. M. Miller, Jiayi Zhao, and Norma B. Coe. Medical Care Research and Review. 2023;0(0). https://doi.org/10.1177/10775587221106
"Face masks to prevent transmission of respiratory diseases: Systematic review and meta-analysis of randomized controlled trials on face mask use," with Ollila HM, Partinen M, Koskela J, Borghi J, Savolainen R, Rotkirch A. PLoS ONE . 2022 17(12): e0271517. https://doi.org/10.1371/journal.pone.0271517
"The Unintended Consequences of Medicare's Wage Index Adjustment on Device Intensive Hospital Procedures: The Case of Transcatheter Aortic Valve Replacement (TAVR) versus Surgical Aortic Valve Replacement (SAVR)", with Guy David, Candace Gunnarsson, Michael Ryan, Seth Clancy, Gunnar Gunnarsson, Kimberly Moore, and William Irish. The American Journal of Managed Care. 2022;28(3):e96-e102. https://doi.org/10.37765/ajmc.2022.88842
Working papers
“Multi-Dimensional Product Differentiation in a Mixed Oligopoly”, solo-authored, Revise and Resubmit, The Review of Industrial Organization.
“Improving Performance Through Allocation and Competition: Evidence from a Patient Choice Reform”, with Mika Kortelainen, Konsta Lavaste, Tanja Saxell, and Luigi Siciliani [paper]
“The Effects of Minimum Wage and Overtime Protections on the Direct Care Workforce”, with Norma B. Coe and Katherine E. M. Miller
Work in Progress
“Market-Level Effects of a Public School Choice”, with Isa Kuosmanen
“Payment Regulation, Entry, and Quality Misperception,” solo-authored
“Residential Long-Term Care: Impact of Supply and Competition on Residential Sorting,” with Norma B. Coe
“Physician-Patient Attribution, Incentives, and Consequences on Patient Care,” with Guy David and Benjamin Ukert