Social Statistics Commons^™

Fighting The Invisibility Of Domestic Violence, Yesenny Fernandez

Dissertations, Theses, and Capstone Projects

Analyzing the invisibility of domestic violence in New York City as 32% of women in the city experience intimate partner physical violence. In this project, domestic violence refers to all different kinds of violence that occur in a home between all the members who live there regardless of whether they are intimate partners or not. The data focuses on all the daily calls received by the New York Police Department (NYPD) and NYC Mayor’s Office to End Domestic and Gender-Based Violence (ENDGBV) regarding domestic violence related incidents such as physical, psychological, emotional, and sexual violence, or murder. Even though many …

Propensity Score Analysis And Machine Learning: A Comparison And Application To Post-Secondary Education Data, Khudodod Khudododov

Dissertations, Theses, and Capstone Projects

Estimation methods to identify the causal relationships between dependent and independent variables are fundamental to social science research. For social workers, these methods provide crucial knowledge about different factors' complex relationships with a particular issue. Such knowledge helps social workers be better micro, mezzo, and macro change agents.

Different causal estimation methods exist, from randomized controlled studies to methods involving observational studies. In observational studies, which is the focus of this dissertation, participants self-select into intervention. This behavior makes causal estimation more challenging. Since participants self-select into intervention or treatment, there are observed and unobserved differences between participants in the …

Diversity Still Matters: School-Level Racial Diversity, Poverty And Performance Of New York City Public Schools, Byunghwa Kim

Dissertations, Theses, and Capstone Projects

During the last few decades, schools in New York City (NYC) have experienced great demographic changes due to the massive influx of various ethnic and racial groups. Although the race and ethnicity makeup of NYC is 42% white, 29% Hispanic or Latino, 24% Black or African American and 14% Asian, 74% of Black and Hispanic students attend a school with less than 10 percent white students, while 34% of white students attend a school with more than half white peers. Also, more than 60% of Hispanic and Black students are attending schools where more than 75% of peer students experience …

Social Impacts Of Robotics On The Labor And Employment Market, Kelvin Espinal

Dissertations, Theses, and Capstone Projects

Robotics have been introduced into the workplace to perform tasks that human beings have traditionally fulfilled. Complementing or substituting human labor with robotics eliminates human involvement in functions attributable to hazardous environments, heavy lifting, toxic substances, and repetitive low-level tasks. On the other hand, they are meant to be more efficient and cost-effective, saving money, time, and labor. However, since the introduction of robotics in the workforce, societal opposition has been towards this branch of technology in fear of losing employment, wages, and purpose.

Previous studies have reported an overarching societal fear that adopting robotics in the workplace and industry …

Happiness And Policy Implications: A Sociological View, Sarah M. Kahl

Dissertations, Theses, and Capstone Projects

The World Happiness Report is released every year, ranking each country by who is “happier” and explaining the variables and data they have used. This project attempts to build from that base and create a machine learning algorithm that can predict if a country will be in a “happy” or “could be happier” category. Findings show that taking a broader scope of variables can better help predict happiness. Policy implications are discussed in using both big data and considering social indicators to make better and lasting policies.

Redlining, Neighborhood Decline, And Violence: How Discriminatory Government Policies Created Violent American Inner Cities, Richard Powell

Dissertations, Theses, and Capstone Projects

Background – The practice of redlining involved the US government categorizing certain communities, often those inhabited by people of color, as too risky for private investment. Because of the resulting disinvestment, many of those neighborhoods deteriorated throughout the latter half of the 20^th Century. It also fostered conditions in redlined neighborhoods, such as high concentrations of poverty, joblessness, and racial segregation that the criminological theory of Social Disorganization identifies as correlates of violent crime.

Research Objectives – This study sought to determine whether redlining influenced levels of social disorganization operationalized as high levels of poverty, unemployment, family disruption, and …

Analysis Of Newspaper Coverage Of Psilocybin From January 1, 1989 To December 31, 2019, Dax Oliver

Dissertations, Theses, and Capstone Projects

Psilocybin is a chemical compound that has received a lot of attention from medical researchers in recent years. However, this research is not merely a medical issue but a social and political one as well. In the 1960s, psilocybin and other psychedelic compounds were widely ingested outside of clinical settings. This alarmed some of the American public, resulting in severe legal restrictions on psilocybin use and research.

Today, many psilocybin advocates hope that it will avoid the negative public sentiment of the 1960s. To help gauge public sentiment about other psychoactive compounds, some studies have examined newspaper coverage, but there …

Asians Applying For Postsecondary Success: Students, Schools, And Socioeconomic Status, Avery M.D. Davis

Dissertations, Theses, and Capstone Projects

Higher education recruitment rates are rapidly declining as schools are stymied by dynamic demographic shifts and a competitive ecosystem. Despite the constant realities of this challenge for tertiary institutions, the complexities of the interplay for demographics, student motivation, parental influences, and school environments during the postsecondary education application process is often overlooked. This thesis analyses how these four domains impact Asian American students within the Education Longitudinal Study (ELS) in terms of the number of postsecondary schools to which they apply? This study examines a sample (N = 662) of the ELS by employing multivariate regression analysis on the number …

Class Matters: School Affluence And Other Predictors Of Attainment For Wealthy And Poor Students, Alison Brockhouse

Dissertations, Theses, and Capstone Projects

Public schools in the United States are becoming increasingly segregated by socioeconomic status. Though the educational consequences of socioeconomic segregation are well researched, segregation is often ignored or exacerbated by education reform. To learn more about the wider implications of socioeconomic segregation, this study utilizes theoretical frameworks derived from Max Weber’s theory of social stratification to analyze over 10,000 students’ experiences from the National Center for Education Statistics (NCES) Education Longitudinal Study (ELS) 2002, 2004, and 2012 waves of data collection. More specifically, this research explores the impact of attending an affluent high school on long-term educational attainment. It finds …

Sweeping Exposures: Lead Poisonings And Black Working Poor Populations In The United States, Shirley Reid

Dissertations, Theses, and Capstone Projects

The focus of my thesis is to explore some of the realities that the impoverished urban black poor populations face in America today. The goal of my thesis is to illustrate how poverty is reproduced within impoverished neighborhoods through the idea and mechanism of lead exposure, by recognizing how specific exposure to the element lead and its by-products is both a symbol and a material cause of black urban poor illness and disability. There is no mistake that people living in the U.S. are aware of the social injustices against black populations in the form of racial injustice. However, …

Stereotype Threat As An Explanation For Sexual Risk Taking Behavior In Gay Men: A Multi-Study Exploration Of Mechanisms, Inna Saboshchuk

Dissertations, Theses, and Capstone Projects

Stereotype threat is a hindrance in performance that occurs when an individual’s awareness of negative stereotypes associated with his/her group results in inadvertent conforming to that stereotype. Stereotype threat research has been conducted on myriad group and domain identifications but gay men are strikingly absent from the stereotype threat literature. One of the most prevalent stereotypes about gay men indicates they are sexually promiscuous and that this promiscuity is linked to HIV infection. In a series of three research projects, a theoretical model proposing stereotype threat as a mechanism for sexual risk taking behavior in gay men is tested. In …

Hierarchical Meta-Analysis: A Simulation Study Comparing Classical Random Effects And Fully Bayesian Methods, Nancy R. Andiloro

Dissertations, Theses, and Capstone Projects

Meta-analytic data have a natural hierarchical structure to them, where individuals are nested within studies, and have both within-and between-study variation to model. A random-effects hierarchical linear model is useful to conduct a meta-analysis because it allows one to appropriately parse out the two components of variation that exist within and across studies to determine an observed effect. Empirical Bayes estimation considers the reliability of variance estimates; when the reliability of the effect size estimate for a study is high, substantial weight is placed on that estimate. However, problems with estimation arise when the number of studies and their sample …

Assessing The Ordinality Of Response Bias With Item Response Models: A Case Study Using The Phq-9, Venessa N. Singhroy

Dissertations, Theses, and Capstone Projects

Improper scale usage in psychological and clinical assessment is an important problem. If respondents do not use the scales in a consistent manner, the reliability of a composite is likely to be attenuated. This is particularly problematic when particular items are singled out for special treatment or when subscales are of interest, not just a total score. This study used both non-parametric and parametric item response theory (IRT) methods to gain further insight into the validity of the PHQ-9, a dual purpose instrument that assesses the severity of depressive symptoms using nine Likert-scale items and allows the investigator to establish …

The Politics Of Shorter Hours And Corporate-Centered Society: A History Of Work-Time Regulation In The United States And Japan, Keisuke Jinno

Dissertations, Theses, and Capstone Projects

Shorter working hours drew much attention as a means of fighting unemployment and crisis in capitalism during the first half of the twentieth century. Nowadays, shorter work-time is rarely considered a policy option to fix economic or social issues in the United States and Japan. This dissertation presents a history of work-time regulation in the United States and Japan to examine how and why its developments and stalemate took place.

In the big picture, developments of work-time regulation during the first half of the twentieth century were a part of concessional modifications of class relations, a common phenomenon in many …

The New American Slavery: Capitalism And The Ghettoization Of American Prisons As A Profitable Corporate Business, David A. Liburd

Dissertations, Theses, and Capstone Projects

The labor of enslaved Africans and Black Americans played a large part in the history of colonial America, with the American plantation being the epicenter for all that was to be produced. While the two have never been completely tied together, capitalism and modern day slavery have been linked with one another. Some analysis sees slavery as a remote form of capitalism, a substitute, to an antiquated form of labor in the modern world.

Slave plantations adopted a new concentration in size and management, referred to by W.E. DuBois as a change "from a family institution to an industrial system."1 …

The Value Of Value-Added: Science, Technology, And Policy In Educational Evaluation, Daniel Douglas

Dissertations, Theses, and Capstone Projects

In the first decade of the 21^st century, researchers and policymakers in K-12 education began to focus on evaluating teacher and school performance based on students’ standardized test scores. One evaluative technique, value-added assessment (VAA), has been given particular attention. This research presents a comprehensive study of the theoretical, technical, historical and political dimensions VAA. Theoretically, the assumptions that underlie value-added diverge significantly from the observed operations of the schools and classrooms these models are supposed to evaluate. Technically, even if the theoretical assumptions are accepted, teachers’ actual value-added rankings are shown to be unstable across time periods and …

The Relative Impact Of Psychosocial Well-Being And Mental Health On The Relationship Between Economic Circumstance And Religiosity, Veronica Momjian

Dissertations, Theses, and Capstone Projects

Employing Norris and Inglehart’s concept of existential security as a theoretical framework, this dissertation utilizes three data points from the Americans’ Changing Lives study (1986, 1994 and 2011) to interrogate the link between the economic circumstance and religiosity. More specifically, the mediating impact of psychosocial well-being and mental health on religiosity are explored.

This dissertation hypothesizes that individuals employ religious coping strategies to deal with the stress of economic uncertainty; and when that uncertainty subsides, so too does religiosity. The results of this study show that, on average, religiosity increases during times of economic instability, and decreases when the economy …

Sociodemographic And Geospatial Correlates Of Stillbirths And Neonatal Mortality In Indonesia (1993–2007), Alka Dev

Dissertations, Theses, and Capstone Projects

Little research has focused on the determinants of stillbirth and neonatal mortality in Indonesia despite the fact that the country has one of the highest rates of stillbirths in the world and one of the highest rates of neonatal mortality in Asia. Several areas have not been explored due to data limitations, such as shared risk factors and measurement challenges, which can inform health policy and interventions and guide future research. This dissertation addresses this gap by comparing measurement challenges for stillbirth and neonatal mortality and identifying risk factors for both using Indonesian reproductive health survey data. Differences in estimates …