Social and Behavioral Sciences Commons^™

A Suite Of Tools For Roc Analysis Of Spatial Models, Jean François Mas, Britaldo Soares Filho, Robert Gilmore Pontius, Michelle Farfán Gutiérrez, Hermann Rodrigues

Geography

The Receiver Operating Characteristic (ROC) is widely used for assessing the performance of classification algorithms. In GIScience, ROC has been applied to assess models aimed at predicting events, such as land use/cover change (LUCC), species distribution and disease risk. However, GIS software packages offer few statistical tests and guidance tools for ROC analysis and interpretation. This paper presents a suite of GIS tools designed to facilitate ROC curve analysis for GIS users by applying proper statistical tests and analysis procedures. The tools are freely available as models and submodels of Dinamica EGO freeware. The tools give the ROC curve, the …

Design And Interpretation Of Intensity Analysis Illustrated By Land Change In Central Kalimantan, Indonesia, Robert Gilmore Pontius, Yan Gao, Nicholas M. Giner, Takashi Kohyama, Mitsuru Osaki, Kazuyo Hirose

Geography

Intensity Analysis has become popular as a top-down hierarchical accounting framework to analyze differences among categories, such as changes in land categories over time. Some aspects of interpretation are straightforward, while other aspects require deeper thought. This article explains how to interpret Intensity Analysis with respect to four concepts. First, we illustrate how to analyze whether error could account for non-uniform changes. Second, we explore two types of the large dormant category phenomenon. Third, we show how results can be sensitive to the selection of the domain. Fourth, we explain how Intensity Analysis' symmetric top-down hierarchy influences interpretation with respect …

Measuring The Temporal Instability Of Land Change Using The Flow Matrix, D. S.M. Runfola, Robert Gilmore Pontius

Geography

This article introduces the Flow matrix, which expresses the sizes of transitions among categories between two time points. We use the Flow matrix to create a metric R that measures the instability of annual change among time intervals that partition the time extent. Specifically, R is the proportion of change that would need to be reallocated to different time interval(s) to achieve uniform change during the time extent. This article computes R for 10 Long Term Ecological Research (LTER) sites and for seven case studies from published land change data. Of the 10 LTER sites analyzed, the Andrews site in …

Affordable Fares, Sustainable Public Transport: The Fare Review Mechanism Committee Report, Sock Yong Phang

Research Collection School Of Economics

The public transport system in Singapore is the main mode of transport for the majority of the population. It is important that public transport remains generally affordable and accessible, with measures to help various commuter groups through fare assistance schemes. Household surveys show that public transport has become more affordable as a proportion of monthly household income over the years. Public transport fares have increased, but at a much lower rate than increases in income. At the same time, increasing fuel costs and other changes in the public transport landscape since 2005 mean that the public transport industry faces declining …

Robust Bayesian Model Selection, Yong Li, Jun Yu

Research Collection School Of Economics

This paper extends the robust Bayesian inference in misspecified models of Müller (2013, Econometrica) to Bayesian model selection of a set of misspecified models. It is shown that when a model is misspecified, under the Kullback-Leibler loss function, the risk associated with Müller's posterior is less (weakly) than that with the original posterior distribution asymptotically. Based on this new result, two new information criteria are proposed for model selection under model misspecification. Sufficient conditions are provided for the risk associated with Müller's posterior to be strictly smaller.

Grandchild Care, Intergenerational Transfers, And Grandparents’ Labor Supply, Christine Ho

Research Collection School Of Economics

One-fifth of children aged below five with employed mothers benefit from grandparent provided child care as their main source of daycare in the U.S. Using data from the Health and Retirement Study, we investigate how grandchild care needs relate to intergenerational transfers of time and money and grandparents’ labor supply behavior. We find that grandparents with a new born grandchild are more likely to provide grandchild care while married grandparents are also more likely to be employed and provide financial help. Grandparents with grandchildren living close by provided higher time transfers while married grandmothers with resident grandchildren also worked longer …

A Spatial Analysis Of The Italian Second Republic, Massimiliano Landi, Ricardo Pelizzo

Research Collection School Of Economics

The Optimal Classification method is applied to a newly created data set to provide a spatial map of the Italian Second Republic (1996–2008). A bi-dimensional political space was found in the XIII Legislature and virtually a one-dimensional political space in the XIV and XV Legislatures. In addition, the main dimension is explained along the government–opposition dimension rather than on the traditional left–right dimension. During the Second Republic, Italy experienced changes in the electoral system and in the format of parties. The data are used to discuss the implications of either change on the dimensionality space. It was found that the …

Geographic Decomposition Of Inequality In Health And Wealth: Evidence From Cambodia, Tomoki Fujii

Research Collection School Of Economics

Applying the small-area estimation methods to Cambodia data, we decompose the total inequality in wealth (consumption) and health (child undernutrition) indicators into within-location and between-location components. Because the knowledge of the pattern of spatial disparity in poverty and undernutrition is important for the geographic targeting of resources, we conduct a geographic decomposition of the variance of the Foster-Greere-Thorbecke index in addition to the standard decomposition exercise based on the generalized entropy measures. We find that a sizable proportion of wealth inequality is due to between-location inequality, whereas health inequality is mainly due to within-location inequality.

Geographic Decomposition Of Inequality In Health And Wealth: Evidence From Cambodia, Tomoki Fujii

Research Collection School Of Economics

The small-area estimation developed by Elbers, Lanjouw and Lanjouw (2002, 2003), in which a census and a survey are combined to produce the estimates of welfare measures for small geographic areas, has become a standard tool for poverty analysis in developing countries. The small-area estimates are typically plotted on a map, which are commonly called a poverty map. Poverty maps proved useful for policy analysis and formulation, and have become increasingly popular among policy-makers and researchers. In Cambodia, poverty maps have been used by various international organizations, ministries and non-governmental organizations for analyzing the poverty situations for their operation areas, …

Semiparametric Estimation In Triangular System Equations With Nonstationarity, Jiti Gao, Peter C. B. Phillips

Research Collection School Of Economics

A system of multivariate semiparametric nonlinear time series models is studied with possible dependence structures and nonstationarities in the parametric and nonparametric components. The parametric regressors may be endogenous while the nonparametric regressors are assumed to be strictly exogenous. The parametric regressors may be stationary or nonstationary and the nonparametric regressors are nonstationary integrated time series. Semiparametric least squares (SLS) estimation is considered and its asymptotic properties are derived. Due to endogeneity in the parametric regressors, SLS is not consistent for the parametric component and a semiparametric instrumental variable (SIV) method is proposed instead. Under certain regularity conditions, the SIV …

Assessing Importance And Satisfaction Judgments Of Intermodal Work Commuters With Electronic Survey Methodology, Mti Report Wp 12-01, Steven D. Silver

Mineta Transportation Institute

Recent advances in multivariate methodology provide an opportunity to further the assessment of service offerings in public transportation for work commuting. We offer methodologies that are alternative to direct rating scale and have advantages in the quality and precision of measurement. The alternative of methodology for adaptive conjoint analysis for the measurement of the importance of attributes in service offering is implemented. Rasch scaling methodology is used for the measurement of satisfaction with these attributes. Advantages that these methodologies introduce for assessment of the respective constructs and use of the assessment are discussed. In a first study, the conjoint derived …

Cognitive Conflict Adaptation In Generalized Anxiety Disorder, Scott A. Baldwin, Michael J. Larson, Ann Clawson, Peter E. Clayson

Faculty Publications

ndividuals with generalized anxiety disorder (GAD) display poor emotional conflict adaptation, a cogni- tive control process requiring the adjustment of performance based on previous-trial conflict. It is unclear whether GAD-related conflict adaptation difficulties are present during tasks without emotionally-salient stimuli. We examined conflict adaptation using the N2 component of the event-related potential (ERP) and behavioral responses on a Flanker task from 35 individuals with GAD and 35 controls. Groups did not differ on conflict adaptation accuracy; individuals with GAD also displayed intact RT conflict adaptation. In contrast, individuals with GAD showed decreased amplitude N2 principal component for conflict adap- tation. …

Effectiveness Of Groups For Adolescents With Type 1 Diabetes Mellitus And Their Parents, Jessica C. Kichler, Astrida S. Kaugars, Patricia Marik, Laura Nabors, Ramin Alemzadeh

Psychology Faculty Research and Publications

Peer- and family-based group therapies have been used as separate interventions to improve adjustment and self-management among youth with Type 1 diabetes mellitus. This study replicates a treatment protocol that combined these two types of diabetes management groups, while also using a wait-list control design methodology within an outpatient mental health clinic setting. General psychosocial and diabetes-related variables were assessed at baseline, immediately posttreatment, and 4 months posttreatment. Youths’ medical information, including metabolic control values, was extracted from medical charts for the 6 months prior to baseline and 6 months after treatment ended. At 4 months posttreatment, parents and youth …

Examining Rural-Urban Population Change In The Southeastern United States, Buddhi Raj Gyawali, Anquinette Hill, Swagata “Ban” Banerjee, Duncan Chembezi, Colemore Christian, James Bukenya, Maifan Silitonga

Journal of Rural Social Sciences

This study examined the factors that influenced population change in 875 counties in the southeastern United States between 1970 and 2000, using U.S. Census data. Binary logistic regression models were used to examine the relationship between socioeconomic factors and population change. The results of marginal probability estimates indicate that race and employment factors have been strongly related to population change in these counties. African-American-dominant counties have lost population to urban areas of more diverse counties. Our results suggest that individuals place high importance on better education, job opportunities, and living conditions in their decisions to move from their traditional places …

The Social Architecture Of Local Food Tourism: Challenges And Opportunities For Community Economic Development, Michael L. Dougherty, Laura E. Brown, Gary Paul Green

Journal of Rural Social Sciences

Local food tourism—culinary tourism with an explicit emphasis on local food systems—is emerging as a “green” model for community economic development. However, do local food tourism networks constitute a net gain to community economies in all contexts? This article explores that question through surveys and interviews with farmers, restaurateurs, and food tourists in three Wisconsin counties. Framing our discussion using the community capitals framework, we argue that economic benefits do accrue to communities from participation in these networks, but the net gains are ambiguous. Specifically, involvement in local food tourism networks increases stocks of social and human capital, deepens marketing …

Stakeholder Perceptions Of Socioenvironmental Impacts From Unconventional Natural Gas Development And Hydraulic Fracturing In The Haynesville Shale, Anthony E. Ladd

Journal of Rural Social Sciences

Environmental controversy over unconventional natural gas development utilizing horizontal drilling and hydraulic “fracking” has been on the rise in recent years. While most of the media attention has been focused on the conflicts in states like Pennsylvania, New York, Texas, and Colorado, the discovery of huge natural gas reserves in the Haynesville Shale formation in 2008 set off a drilling rush that has resulted in differential benefits and risks for various residents. Drawing on current research and extensive interview data collected from a relevant cross-section of community stakeholders, this study offers a descriptive and comparative analysis of the types of …

Perception Of The Natural Gas Industry And Engagement In Individual Civic Actions, Gene L. Theodori

Journal of Rural Social Sciences

Data collected in a general population survey from a random sample of individuals in Tarrant County, Texas, were used to empirically examine issues associated with public perception of the natural gas industry. Further, the associations of public perception of the energy industry with individual actions that (a) may or may not have been taken and/or (b) may or may not be taken in response to the exploration and production of natural gas were investigated. Echoing findings from research in two neighboring Barnett Shale counties (Theodori 2009), members of the public in Tarrant County appear to dislike certain potentially problematic social …

Women Of The River: Grassroots Organizing And Natural Disaster, Larry G. Morton, Samuel R. Terrazas, Matthew G. Herriman

Journal of Rural Social Sciences

This study, a sub-study of a larger project, the Missouri Mobile Home Estates Project, examines the grassroots efforts of three women in an impoverished Midwestern river community to improve the lives of the children living there. The women’s efforts included infrastructure improvements, a summer meal program for the children, a food bank, and a thrift shop. This community was devastated by floods in 1973, 1986, and 1993; at these times, crisis intervention services were provided to the residents. Yet, it appears little assistance was offered to the community between these floods, despite the community’s well-publicized crime and poverty. Using a …

Ua12/2/1 Topper Extra, Wku Student Affairs

WKU Administration Documents

Special edition of the College Heights Herald featuring athletics.

• Pratt, Elliott. New Sheriff in Town – Brandon Doughty
• Aulbach, Lucas. New-look Toppers Boast New Faces at Some Positions – Football
• Aulbach, Lucas. Hard-hitting Andrew Jackson a Leader for WKU’s Defense
• Aulbach, Lucas. Toppers Playing with New Faces on Offense
• Aulbach, Lucas. Topper Defense Young on the Line, Experienced in the Backfield
• Pratt, Elliott. Bobby Petrino’s Road to the Hill
• WKU Players to Watch
• University of Kentucky Players to Watch

Overcoming Shortage Of Pharmacists To Provide Pharmaceutical Services In Public Health Centers In Indonesia, Yuyun Yuniar, Max Joseph Herman

Kesmas

Indonesia masih menghadapi keterbatasan jumlah apoteker di puskesmas, sehingga pihak pemerintah daerah dan puskesmas harus berupaya mengatasi permasalahan tersebut. Penelitian ini bertujuan untuk menggambarkan ketersediaan dan distribusi tenaga pelayanan kefarmasian di puskesmas serta permasalahan dan alternatif pemecahannya. Data diambil dari hasil Riset Fasilitas Kesehatan (Rifaskes) tahun 2011I. Data kuantitatif tentang tenaga pelayanan kefarmasian di puskesmas dianalisis secara deskriptif berdasarkan regional. Data kualitatif sebagai pendukung diperoleh melalui wawancara mendalam dengan bagian kepegawaian dinas kesehatan dan apoteker empat puskesmas di Kota Bogor dan Bekasi, 3 kemudian dianalisis dengan metode analisis tema. Hasil analisis menunjukkan bahwa Sulawesi memiliki persentase puskesmas dengan tenaga apoteker …

On Vernacular Scottishness And Its Limits: Devolution And The Spectacle Of "Voice", Scott Hames

Studies in Scottish Literature

This essay asks why vernacular cultural expression has been so central to discussion of Scottish national autonomy, traces the literary and political contours of vernacular discourse in the period of Scottish devolution, and concludes with a provisional sketch of three "vernacularities" (democratic, romantic and identitarian) and with reflections on how literary criticism might move beyond the "representative” paradigms of vernacular voice to engage with voice as a principle of agency and action.

Project Ngage: Network Supported Hiv Care Engagement For Younger Black Men Who Have Sex With Men And Transgender Persons, Dexter R. Voisin

Faculty Scholarship

Background: Young Black men who have sex with men and transgender persons (YBMSMT) aged 13-29 carry the nation's highest burden of new HIV infections. Studies indicate that YBMSMT have poor retention in care, which is associated with reduced medication adherence and increased virologic failure. Objective: Project nGage is a randomized controlled (RCT) trial evaluating the feasibility and preliminary efficacy of a brief, dyadic intervention designed to promote adherence to HIV primary care in safety-net clinics. Network visualization is used to identify and engage a support confidant (SC) from participants' social networks. A social work interventionist then meets with the SC …

Adjuration By Alexander Pushkin, J. M. Mcbirnie

Transference

Translated from the Russian with commentary by J.M. McBirnie.

A Nomad’S Progression To The Settled Life By Yuri Vaella, Claude Clayton Smith

Transference

Translated from the Russian by Claude Clayton Smith and Alexander Vaschenko with commentary by Claude Clayton Smith.

After The War By Arseny Tarkovsky, Philip Metres, Dimitri Psurtsev

Transference

Translated from the Russian by Philip Metres and Dimitri Psurtsev with commentary by Philip Metres.

Transference Vol. 1, Summer 2013

Transference

Transference is published by the Department of World Languages and Literatures at Western Michigan University. Dedicated to the celebration of poetry in translation, the journal publishes translations from Arabic, Chinese, French and Old French, German, Classical Greek and Latin, Japanese, and Russian into English verse. Transference contains translations as well as commentaries on the art and process of translating.

The Influence Of Parental Aspirations, Attitudes, And Engagement On Children's Very Low Food Security, Elizabeth T. Powers

University of Kentucky Center for Poverty Research Discussion Paper Series

Survey of Income and Program Participation data are used to investigate the relationship between parenting and children’s very low food security. Parenting is characterized along five domains (emotional outlook, support, education desires, activities with the child excluding meals, and television viewing rules). Food security definitions are obtained from questions in a special SIPP module that are based on the USDA’s core food security module. Graphical evidence indicates that parenting patterns differ distinctly for households experiencing various levels of food insecurity. Descriptive regression evidence suggests that some of the parenting attributes are significantly associated with children’s food insecurity, even controlling for …

Risk And Protective Factors Associated With Prevalence Of Vlfs In Children Among Children Of Foreign-Born Mothers, John Cook

University of Kentucky Center for Poverty Research Discussion Paper Series

This research examined VLFS in children among households with foreign-born (FB) mothers compared to US-born mothers through three research questions: Is mother’s foreign-born status (FBS) associated with VLFS in children, and can association be explained by mothers’ socio-demographic characteristics? Are FB mothers more or less likely to receive nutrition or non-nutrition assistance benefits, or work for pay than US-born mothers? Do mothers’ FBS, or protective/risk factors associated with FBS, modify associations of negative economic shocks and hardships with VLFS in children? Data are on approximately 44,000 mother-child (ages<48 Mos.) dyads collected from household surveys administered under a "sentinel surveillance" system over 1998-2012 at teaching hospitals and clinics in seven US cities. Bivariate and multivariate logistic regression models tested study hypotheses. Mothers' FBS is strongly positively associated with VLFS in children after controlling for available risk and protective factors. FB mothers are less likely to receive SNAP and non-nutrition assistance (TANF, LIHEAP or housing subsidies), but more likely to receive WIC and to be employed than US-born mothers. FB mothers are no more likely to report negative reasons for not receiving SNAP or TANF, or losing jobs or decreasing work hours than US-born, and reported "immigration concerns" rarely. No need/chose not to participate are most frequently reported reasons for not receiving SNAP and TANF; pregnancy/maternity leave and "market conditions" for lost jobs and decreased work hours. Economic shocks and hardships are positively associated with VLFS in children, but Mothers' FBS does not interact with shocks and hardships to modify those associations.

Childhood Externalizing Behavior Problems, Maternal Depression, And Father Involvement In Low-Income African American Families, Sara Johns

Master's Theses and Doctoral Dissertations

Data indicate that up to 25% of preschoolers are exhibiting clinical levels of externalizing behaviors. Among children in at-risk populations, such as those attending Head Start preschools, estimates of clinical levels of externalizing behavior problems are as high as 30%. Studies of early childhood externalizing behavior problems indicate the potential for stability of elevated externalizing behaviors over time and the association of these behaviors with a variety of negative outcomes. Maternal depression and father involvement may be important predictors of externalizing behavior. The current study investigated the nature of the relationship between maternal depression, father involvement, and child externalizing behaviors …

Fearless: Raksmeymony Yin, Raksmeymony Yin

SURGE

This summer, Raksmeymony Yin ’14, otherwise known as Rex, fearlessly taught from his own lesson plans, graded students’ papers, and organized brand new curriculums as one of twelve interns at the Breakthrough Collaborative in Philadelphia. During the nine-week program, Rex worked long hours in and outside of the classroom, effecting change by investing in the education of dozens of middle school students.