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Research Profile

 

Amanda Clayton Walsh

(630) 947-2137

amanda_clayton@ncsu.edu

Statement of Research Interests

 

My research interests lie in determining causal links between household demographics and disease burden in developing nations through rigorous interdisciplinary collaboration both in the field and in traditional academic settings. In conjunction with this work, I am interested in assessing the implementation of emerging technologies for disease prevention.

 

Throughout my graduate education, I have been particularly interested in the differential impacts of dengue epidemics on the labor outcomes of male and female residents in the Peruvian Amazon. I exploit fluctuations in the timing and scale of dengue epidemics, which are arguably exogenous to the household, to isolate changes in the work hours of all primary male and female residents in in the city of Iquitos, Peru from July 2005 to June 2010. I find that dengue epidemics are associated with large, statistically significant decreases in work hours for male and female residents who work positive hours. In aggregate, females reduce work hours more than males, both in levels of the point estimates and in percentage terms relative to mean hours. This research contributes to the existing infectious disease literature by assessing the potential labor supply and labor demand impacts of epidemics among all households in an affected region, and by differentially analyzing the labor market responses of men and women.

 

Much of my graduate career has been devoted to studying mosquito-borne disease and emerging mosquito control technologies from a uniquely interdisciplinary prospective. In 2012, I was selected to be a member of the first cohort of dissertation fellows in a new interdisciplinary program at NC State titled Genetic Engineering and Society (GES) funded through an NSF-IGERT grant. My dissertation cohort comprises five doctoral students from the fields of economics, entomology, biomathematics, and communication & rhetoric. Our research has focused on the potential use of genetically modified mosquitoes to combat dengue fever and has spanned our home fields as well as the fields of epidemiology, history, ethics, regulation, and public policy. The culmination of this collaboration was the co-authorship of the introductory chapter of the forthcoming text, Genetic Control of Malaria and Dengue, edited by Zach Adelman.

 

Through coursework, meetings, and colloquia, I have developed a working knowledge of the basic methods, ideologies, and vocabulary of all of the GES program fields. I understand the research of my cohort members on a fundamental level and together, we have fostered an environment of mutual respect. My exposure to the physical sciences, humanities, and social sciences outside of economics has expanded my standards of quality research and it is my goal to continue to include interdisciplinary collaboration in my research process. I have incorporated my GES cohort research into my dissertation by compiling a theoretical chapter on the economic considerations of mosquito-borne disease control. I have also utilized concepts and theories from entomology and cultural anthropology in forming economic hypotheses in my research on the impacts of dengue epidemics on male and female labor market outcomes. Finally, I have incorporated concepts from sociology into a dissertation chapter in which I construct an index of household economic status via principle components analysis (PCA) using easily observable characteristics of the home.

 

My enthusiasm for interdisciplinary engagement is accompanied by an equal passion for field research, which I have conducted in Lima and Iquitos, Peru through independent and group research trips funded by the GES program at NC State. I obtained a ground-level understanding of household, clinical, and entomological survey methodology and practiced methods of conducting both quantitative and qualitative research on the ground. I also gained an awareness of the cultural issues involved in insect-borne disease mitigation in both urban and rural areas of the Amazon. My field research experiences have proven invaluable to the development of my current research on dengue fever and I plan to seek research travel grants in order to gain first-hand knowledge of my future research locations whenever possible.

 

While I value interdisciplinary collaboration, I also strive to maintain rigorous standards in my analytical economic research. I have extensive independent empirical research experience using STATA and ArcGIS. Outside of my dissertation research, I have also carried out empirical coding of advanced econometric techniques as a research assistant at NC State. This practical experience is complemented by formal doctoral coursework on economic theory (including global health, development, and labor economics) and advanced econometrics (econometric methods, microeconometrics, and shrinkage estimators).

 

My extensive interdisciplinary and cross-cultural engagement along with my empirical experience has provided me with the foundation necessary to conduct quality analytical research on a range of issues related to insect-borne disease, genetic engineering technologies, and household demographics. My firm grasp on the entomological, epidemiological, and cultural aspects of dengue transmission in the Peruvian Amazon has informed the theoretical and analytical models that I rely on in my current research. I intend to apply the same conceptual framework of active interdisciplinary and cross-cultural collaboration accompanied by rigorous empirical standards to all of my future research pursuits.

Publications

 

 “Transgenic Pests and Human Health: A Short Overview of Social, Cultural, and Scientific Considerations,”

with Tim Antonelli, Molly Hartzog, Sophia Webster, and Gabriel Zilnik, in Zach N. Adelman, ed., Genetic Control of Malaria and Dengue. Elsevier Inc. (forthcoming, accepted April 2014).

 
“Do You Really Get what You Paid For? Analyzing the Productive Efficiency of U.S. Health Care,”

Park Place Economist, vol. 18 (April 2010).

2010 - present

2010 - present

Presentations

 

“Genetic Pest Management and Society: An Interdisciplinary Assessment of Current and Emerging Technologies for Dengue Control”

Second Annual Conference on Governance of Emerging Technologies: Law, Policy, and Ethics (May 2014)

 

“Impact of Dengue Epidemics on Female Time Allocation”

The 10th Annual NC State University Graduate Student Research Symposium (March 2015)

3rd Place, Social Sciences & Management Category

 

“Economic Considerations in Vector-Borne Disease Management”

Genetic Engineering and Society Research Colloquium (April 2015)

Working Papers
 
Impacts of Dengue Epidemics on Household Labor Market Outcomes
Job Market Paper - Download Draft Here

Existing research on the economic impact of dengue among households focuses on individuals with clinically confirmed disease and their families. However, caregiving activities, avoidance behaviors, and changes in labor demand may cause the potential labor market impacts of an epidemic to extend beyond households that directly experience illness. I exploit exogenous fluctuations in the timing and scale of dengue epidemics in the Amazonian city of Iquitos, Peru from July 2005 to June 2010 to isolate changes in the work hours of all primary male and female residents in the region. I find that dengue epidemics are not associated with significant changes in the probability that males or females work, but are associated with large, statistically significant decreases in work hours for those who do work positive hours. In aggregate, females reduce work hours more than males, both in levels of the point estimates and relative to mean hours. 

 

Measuring Economic Wellbeing Using Observable House Characteristics
Download Draft Here

Household surveys in developing countries increasingly collect information on physical housing attributes in lieu of monetary data to proxy for wellbeing. Best practices regarding the construction of indices from these data have not been widely explored. Using data from the Peruvian National Household Survey, I analyze the sorting of households into economic classes when varying the method used to generate an index via principal components analysis. I suggest best practices regarding the selection of econometric methods and the scale of index construction. I subdivide each geographic subsample into economic classes based on local sample distributions of the nationally-formed index. The constructed index accurately differentiates housing attributes of varying quality and corresponds strongly with income and consumption measures. The index is also consistent with household demographic variables typically associated with wellbeing. The results are relevant to research in countries where reliable monetary proxies for wellbeing are costly to acquire.

 

Economic Considerations in Mosquito-Borne Disease Prevention

Dengue fever is a growing global health concern with symptoms similar to those of the flu. The common occurrence of epidemic levels of dengue transmission is said to overburden health care systems in the developing world. However, the broader economic impact of these epidemics is still largely unknown. While interest within the scientific community and among health officials in developing countries is extensive, there is little research within the Economics literature on dengue. I review the existing Economics literature on dengue and discuss important avenues for future research. I provide a summary of dengue transmission, treatment, and prevention. I then review economic research related to dengue and other non-fatal mosquito-borne illnesses, including benefit-cost analyses and willingness-to-pay studies for disease interventions, the specific impact of dengue transmission and prevention on women in developing countries, and the economic impact of implementing genetically modified mosquito technologies for dengue prevention. 

 

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