Abstracts of award-winning theses.
American Journal of Agricultural Economics • Dec, 2006 • Smith-Ramirez, Ricardo. "On the Evaluation of
Conservation Cost-Sharing Programs. An Application of a Monte Carlo EM
Algorithm." Ph.D. Dissertation, University of
Maryland
Smith-Ramirez, Ricardo. "On the Evaluation of Conservation
Cost-Sharing Programs. An Application of a Monte Carlo EM
Algorithm." Ph.D. Dissertation, University of Maryland. Outstanding
Ph.D. Dissertation Award.
This dissertation develops and applies a Monte Carlo Expectation
Maximization (EM) algorithm to estimate systems of linear equations with
incomplete information by maximum likelihood. Applications are carried
out on farm-level data to obtain estimates of the effects of two
conservation cost-sharing programs. Cost-sharing programs have three
features that complicate econometrics, namely, (1) participation is
endogenous; (2) programs are multi-objective, which makes it necessary
to consider a number of interrelated response variables in the analysis;
and (3) most frequently observed responses involve some type of
incomplete information (i.e., responses are discrete, censored, or just
unobserved at all). Depending on the nature of the incomplete
information, applied literature offers a number of (ad hoc) selectivity
and switching regression models to deal with these issues. All the
models, however, have a common limitation: they cannot involve a large
number of latent variables because intractable high-dimensional
integrals show up in the likelihood function. The dissertation shows
that all of these models can be treated as special cases of the
generalized linear model, which admits a GLS type solution. The
algorithm combines a Gibbs sampler in the expectation step to circumvent
high-dimensional integrals; sequential maximizations in the maximization
step; and a stochastic version of the Louis formula to estimate the
information matrix. The first application investigates the impact of
conservation cost-sharing programs in Maryland. Results indicate that
subsidies for adoption of land quality enhancing practices expand
cropping on marginal land, hence reducing permanent vegetative cover.
The second application analyzes a soil fertility remediation program in
Chile. More specifically, (1) it tests the existence of different
optimal paths to recover phosphorus fertility, and (2) it evaluates how
a subsidy affects phosphorus stock conditional on the path chosen by the
farmer.
"Parental Time and Children's Obesity Measures: A
Theoretical and Empirical Investigation." You, Wen, Texas A&M
University. Outstanding Ph.D. Dissertation Award.
This study aims to explore the different influence mothers and
fathers have on child obesity-related health outcomes. A household with
two parents and one child is modeled. The model treats the mother, the
father, and the child as three separate agents with individual
preferences. The parents' interaction is modeled within the
collective household model framework. To capture the dynamics between
the parents and the child, the parents-child interaction is modeled as a
two-stage Stackleberg game. This game structure allows the parents to
influence the child's health outcome separately while allowing the
child to have influence in the household decision-making process.
Based on this theoretical model, a general triangular system with
one child's health production equation and five health input demand
equations is derived and estimated. The empirical estimation is
performed for three systems: a pooled model, the younger children model
(of age nine to eleven), and the older children model (of age thirteen
to fifteen). The empirical results indicate that mother-related
variables show more influence on the child's Body Mass Index (BMI)
outcomes compared to father-related variables: mothers' BMI and
mothers' work-to-home stress spillover are positively related to
their children's BMI while mothers' time spent with their
children is negatively related to their children's BMI. There
exists a complementary relationship between mothers' income and
fathers' non-market work time. In the older children model,
mothers' own income increases tend to decrease their time spent
with their children.
The main contribution of this study is that it develops a general
theoretical framework to capture the dynamics in parents-child
interaction. Based on this theoretical model, empirical analysis and
future work can be conducted in a theoretically consistent way.
Yao, Richard Tolentino. "Impacts of Irrigation Development on
Agricultural Productivity, Resource Allocation, and Income Distribution:
A Longitudinal Analysis from Palawan, The Philippines." M.S.
thesis, Purdue University. Outstanding Master's Thesis Award.
This study evaluates the impacts of irrigation development on
farming communities in Palawan, the Philippines focusing on three
issues: (1) production efficiency in the lowland communities directly
affected by irrigation; (2) activity and asset allocation in the
adjacent upland communities indirectly affected by irrigation; and (3)
patterns of income inequality and poverty within and between these two
groups of communities. To study lowland production efficiency, a
stochastic frontier analysis using an error decomposition technique is
used on an unbalanced parcel-level data set. To study upland resource
allocation, a seemingly unrelated regressions approach is employed. In
studying the distributional
Thomas R. Harris is a professor and Director. Department of
Resource Economics. University Center for Economic Development
University of Nevada.
This article was presented in a principal paper session at the AAEA
annual meeting (Long Beach, CA. July 2006). The articles ill these
sessions are not subjected to the journal's standard refereeing
process.
impact, inequality indices and the Gini decomposition technique are
used. To examine irrigation's impact on poverty alleviation,
poverty indices and poverty decomposition techniques are used.
Analyses suggest that irrigation has benefited both the lowland
farmers and the adjacent upland farming communities. Lowland farmers
experienced higher technical efficiency in rice production, improved
income distribution, and lower poverty incidence with irrigation
development. Results indicate that, through hiring of farm laborers in
the lowland farming communities, irrigation serves as a channel through
which lowland agricultural development provided important economic,
environmental, and distributional benefits in the adjacent uplands.
Overall, results show strong benefits from irrigation development.
One unfavorable impact of irrigation development is that it appears to
have led to wider income inequality between lowland and upland
communities. The lowlands became relatively better off and the uplands
became relatively worse off. However, upland households with offfarm
work were found to be less worse off in absolute terms and better off in
relative terms than those with no off-farm work. (1)
(1) For this study, the term "off-farm work" refers to
working on someone else's farm. Upland farmers who had been
employed on lowland rice farms were considered to have engaged in
off-farm work.
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