Research overview
In general, I am interested in developing economic intuition for a variety of systems which often have not been traditionally studied by economists. I try to balance theoretical with applied work in analyzing the interaction between economic and ecological systems. My active research projects generally revolve around combining detailed mathematical models of ecological systems with methods of dynamic economic analysis and control, as well as incorporating results from nonmarket valuation studies into these dynamic models.
Job market paper
October 2010 |
Abstract This paper evaluates the potential for a positive externality associated with the prevention of an infectious disease. Previous economic research has provided a theoretical foundation for the provision of Pigovian subsidies to incentivize private effort to reduce disease transmission. I calculate optimal subsidies for participation in a malaria prevention program in northern Uganda, assuming a policymaker who seeks to maximize household welfare and who faces a static budget constraint dictated by available program funds. Using results from a discrete choice experiment (DCE) I designed for this purpose, I first calculate the value that households place on malaria risk reduction via insecticide spraying programs in northern Uganda. I then calibrate a malaria transmission model to published epidemiological surveys of malaria transmission for the region. By coupling the disease model with the welfare and behavioral parameters estimated from the DCE, as well as estimates of IRS program costs, I am able to calculate optimal Pigovian subsidies for spray program participation for each of the 15 villages surveyed for this exercise. Estimates from the DCE suggest that reducing monthly malaria risk by 1% is worth roughly 2% of (stated) household monthly income in northern Uganda. After linking the DCE estimates with the malaria transmission model, I find that some form of subsidy worth between $3 to $10 per household per month, or around a quarter of the median household income in any given village, is an economically efficient mechanism for correcting the positive externality associated with malaria prevention via insecticide spraying. |
Dissertation
My dissertation, consisting of four chapters, is focused on the economic control of malaria transmission. The first chapter analyzes the optimal control of insecticide resistance in malaria prevention using insecticide spraying and treated bednets. This chapter highlights the importance of understanding the nature of fitness costs associated with the evolution and mutation of resistance-conferring mosquito genes. The second chapter reports the results from a cost-effectiveness analysis of malaria control portfolios whose impacts were simulated using a generalized model of malaria transmission. The third chapter details a discrete choice experiment that was conducted in Uganda in November 2009, and which permitted the estimation of Ugandan households' valuations of government spray programs that have been conducted in the region. The experiment yield estimates of households' value associated with perceived malaria risk reductions. The fourth chapter combines the second and third chapters by coupling the behavioral model estimated from the discrete choice experiment with the dynamic transmission model used in the cost-effectiveness analysis. This will permit the analysis of the role behavioral constraints play in determining cost-effective malaria control policies.
Other research
In addition to my dissertation work, I have also done theoretical research in economic dynamics. In this work, I have analyzed time consistency in discounted infinite horizon optimal control and dynamic programming problems. Due to the similarity in mathematical tools used for this research, I have also been assisting Marc F. Bellemare, a development economist, in Duke's Sanford School of Public Policy, in the development of estimable models of sharecropping contracts.
Working papers
Biocide resistance and diverse fitness cost mechanisms in optimal malaria vector control.
with Katie Dickinson and Randall Kramer |
July 2010 |
Abstract Biological theory and evidence have pointed to the existence of fitness tradeoffs associated with organisms’ evolution of resistance to many biocides (e.g. insecticides and antibiotics). We use a simple model of malaria transmission, insecticide spraying impacts, and evolution of insecticide resistance coupled with an optimality criterion to develop intuition about how different types of fitness costs in malaria vectors impact economic insecticide policies for disease reduction. We show that large economic losses from short- and long-term malaria burden due to qualitative differences in management strategies can be incurred through misinformed assumptions about sources of evolutionary fitness costs in vectors. |
A survey to assess household perceptions of indoor residual spraying programs to control malaria in Gulu and Oyam districts of Uganda
with D. Ocan, C. Oryema, D. Miteva, J. Okello-Onen, and R. A. Kramer |
July 2010 |
Abstract BACKGROUND The spraying of insecticides on the interior of homes, commonly referred as indoor residual spraying (IRS), is an important but costly strategy for reducing malaria in northern Uganda. This region has some of the highest malaria transmission rates in the world, implying large potential benefits from IRS. In the global and environmental health communities, IRS has been a controversial strategy because of increased insecticide exposure in homes, and diffusion in the environment. Little work, however, has investigated how households perceive how effective IRS is at reducing malaria. METHODS In June through November of 2009, we organized and observed 6 focus group discussions and administered a structured questionnaire to 612 household representatives in Gulu and Oyam districts of Uganda to assess knowledge of malaria transmission and local perceptions of the spray programs. RESULTS Overall, 90% of surveyed households correctly identified mosquitoes as the cause of malaria, however 30% incorrectly identified "cold weather" as a cause. Sixty-one percent of respondents identified "standing/still water," and 55% identified "uncleared bush/grass," 26% identified rainfall, and 12% identified temperature as major factors contributing to the presence of mosquitoes in their community. Less than 1.5% of respondents identified "farming methods," "insecticide spraying," or "sleeping under a mosquito net" as a factor affecting mosquito abundance. Overall, 80% (95% CI 74.3% - 82.9% in Gulu and 80% - 89.3%) of respondents thought that spraying their homes with insecticides reduces their risk of malaria. Those who previously participated in a government spray program thought that spraying was more effective than those who had not participated (P <0.012). CONCLUSIONS
Among Gulu and Oyam residents, IRS programs are highly desirable because of their perceived effectiveness at reducing malaria. Participation in the first round of IRS in these districts was quite high, concomitant with expectations that IRS will reduce malaria. Meeting these expectations with future rounds of IRS, while simultaneously scaling up ITN distribution, are the primary challenges for malaria control programs in northern Uganda. In addition, more education about the causes of malaria and contributors to mosquito abundance would be useful in reducing malaria burden in northern Uganda. |
Revisiting a continuous choice economic experiment to test the Independenece Axiom and elicit risk preferences
March 2010 |
Abstract This paper presents findings from a study which revisits a game formulated by Loomes (1991) to test Expected Utility Theory (EUT). As with Loomes, we find evidence against EUT, namely the Independence Axiom (IA) which is a core part of that theory. However, the significance of the test of EUT was around 10%, allowing us to only marginally reject EUT in this study. |
Fully characterizing the set of time consistent discount functions.
January 2010 |
Abstract This paper reexamines the time consistency of discount functions as analyzed by Strotz (1956) and Koopmans (1960). Following on an observation by Heal (1998) regarding the time consistency of logarithmic discounting, I fully characterize the class of time consistent—but not necessarily autonomous—discount functions. I use my findings to explain an apparent “paradox,” pointed out by Gollier (2004), in the use of the gamma discounting method formulated by Weitzman (2001). |
Last updated: November 1, 2010
