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Articles 9031 - 9060 of 33798
Full-Text Articles in Medicine and Health Sciences
The Effects Of Consumer Loan Application Formats And Advertised Terms On Consumer Borrowing Decisions, Alicia M. Johnson
The Effects Of Consumer Loan Application Formats And Advertised Terms On Consumer Borrowing Decisions, Alicia M. Johnson
Graduate Theses and Dissertations
Consumers continue to demonstrate a willingness to accrue more debt. They are also more accepting of increased repayment risk via the acceptance of longer loan terms. Extant research on consumer borrowing consists primarily of experiments designed to assess consumer choices and understand how consumers evaluate loan attributes in relation to one another within consumer borrowing contexts (Kamleitner, Hoelzl, and Kirchler 2012; Ranyard et al., 2006). Thus, prior research examines consumer responses to loan information rather than the generation of loan parameters at the time of financing. With important implications for consumers, marketers of financial products, academic researchers, and federal regulators, …
Racial Differences In Tobacco Use And Risk Factors Among Young Adults: Roles Of Expectancies And Emotion Regulation, Laurel Brockenberry
Racial Differences In Tobacco Use And Risk Factors Among Young Adults: Roles Of Expectancies And Emotion Regulation, Laurel Brockenberry
Psychology Theses & Dissertations
African Americans experience higher mortality from lung cancer and other smoking-related diseases than Caucasian Americans (Kochanek et al., 2016) despite engaging in cigarette and e-cigarette use significantly less or at comparable rates to other racial groups (CDC, 2015; Schoeborn, 2013). During adolescence, smoking prevalence is lower among African Americans than Caucasian Americans, but there is a “cross-over effect” whereby smoking rates become similar later in adulthood (Belgrave et al, 2010). The mechanisms driving this effect are poorly understood. Thus, examining motivating factors for tobacco use, such as outcome expectancies and emotion regulation, may be especially illuminating for young adult African …
Narrative Synthesis Systematic Review Of Pakistani Women's Health Outcomes From Primary Care Interventions, Sara Rizvi Jafree, Qaisar Khalid Mahmood, Sohail Mujahid, Muhammad Asim, Jane Barlow
Narrative Synthesis Systematic Review Of Pakistani Women's Health Outcomes From Primary Care Interventions, Sara Rizvi Jafree, Qaisar Khalid Mahmood, Sohail Mujahid, Muhammad Asim, Jane Barlow
Community Health Sciences
Objective: Women living in Pakistan have complex health problems including infectious and non-communicable diseases, accident and injuries, and mental health problems. While a majority of these women rely on primary healthcare services for all of their healthcare needs, there has to date been no overview of the extent of their effectiveness. The objective of this review was to (1) synthesise the available evidence regarding the effectiveness of primary care based interventions aimed at improving women's mental and physical health and (2) identify the factors that promote effectiveness for women's health outcomes.
Methods: Five academic databases were searched, including PubMed, BMC …
The Effects Of Supplemental Dietary Chitosan On Broiler Performance And Myopathic Features Of White Striping, Gail Cooksey
The Effects Of Supplemental Dietary Chitosan On Broiler Performance And Myopathic Features Of White Striping, Gail Cooksey
Faculty, Staff and Student Publications
Introduction
Stroke, a life-threatening stressor, often negatively impacts stroke-survivor (SS) quality of life (QoL). Annual age-adjusted incidence and death rates for stroke are significantly higher among Black Americans than among White Americans. Racism, a significant stressor, occurs at structural, cultural, and interpersonal levels and contributes to health disparities for Black SS. Resilience, a dynamic process of positive adaptation to significant stress, is impacted by factors or resources both internal and external to the individual. This study aims to examine the effects of experiences of racism and resilience on Black SS QoL during early stroke recovery. This article presents the study …
Stepped Care Versus Standard Care For Children After Trauma: A Randomized Non-Inferiority Clinical Trial, Alison Salloum, Yuanyuan Lu, Henian Chen, Troy Quast, Judith A Cohen, Michael S Scheeringa, Kristen Salomon, Eric A Storch
Stepped Care Versus Standard Care For Children After Trauma: A Randomized Non-Inferiority Clinical Trial, Alison Salloum, Yuanyuan Lu, Henian Chen, Troy Quast, Judith A Cohen, Michael S Scheeringa, Kristen Salomon, Eric A Storch
Center for Medical Ethics and Health Policy Staff Publications
Objective: Trauma-focused cognitive-behavioral therapy (TF-CBT) is an evidence-based therapist-led treatment for children after trauma. Parents often experience barriers to treatment engagement, including cost. Stepped care TF-CBT (SC-TF-CBT) was developed as an alternative delivery system. Step One is a parent-led therapist-assisted treatment. Step Two provides therapist-led TF-CBT for children who did not benefit from Step One and require more intensive treatment. This study compared SC-TF-CBT to standard TF-CBT in a community-based non-inferiority trial.
Method: A total of 183 children (aged 4-12 years) experiencing posttraumatic stress symptoms (PTSS) and their caregivers were randomly assigned to SC-TF-CBT or standard TF-CBT within 6 community …
The Intergenerational Mortality Tradeoff Of Covid-19 Lockdown Policies, Lin Ma, Gil Shapira, Damien De Walque, Quy-Toan Do, Jed Friedman, Andrei A. Levchenko
The Intergenerational Mortality Tradeoff Of Covid-19 Lockdown Policies, Lin Ma, Gil Shapira, Damien De Walque, Quy-Toan Do, Jed Friedman, Andrei A. Levchenko
Research Collection School Of Economics
In lower-income countries, the economic contractions that accompany lockdowns to contain COVID-19 transmission can increase child mortality, counteracting the mortality reductions achieved by the lockdown. To formalize and quantify this effect, we build a macro-susceptible-infected-recovered model that features heterogeneous agents and a country-group-specific relationship between economic downturns and child mortality and calibrate it to data for 85 countries across all income levels. We find that in some low-income countries, a lockdown can produce net increases in mortality. The optimal lockdown that maximizes the present value of aggregate social welfare is shorter and milder in poorer countries than in rich ones.
A Tide Of Technical Trends: Technology Competence Among Licensed Counselors, Brittany G. Suggs, Mary Sanderfer Stull, Spencer R. Baker, Kathie T. Erwin, David M. Savinsky
A Tide Of Technical Trends: Technology Competence Among Licensed Counselors, Brittany G. Suggs, Mary Sanderfer Stull, Spencer R. Baker, Kathie T. Erwin, David M. Savinsky
Journal of Technology in Counselor Education and Supervision
The inclusion of technology in mental health care can revolutionize the accessibility, affordability, and effectiveness of counseling services, while furnishing practical solutions to reduce mental health disparities and meet widening care demands. Steered by the Coalition for Technology in Behavioral Science (CTiBS) telebehavioral health (TBH) competencies, this study employed a descriptive survey design to investigate licensed counselors’ (LCs’) perceived technology competence in mental health care. The following research question steered the study’s exploration: What is the nature of perceived technology competence among LCs? The overarching hypothesis speculated that LCs’ exposure, familiarity, and current utilization of various mental health technologies would …
Are Residents In Urban Areas Of Nigeria Exposed To Health-Impacting Levels Of Noise Pollution?, Obinna C.D. Anejionu, Elijah S. Ebinne, Kelechi I. Nwosu, Miriam G. U. Anejinou, Raphael I. Ndukwu
Are Residents In Urban Areas Of Nigeria Exposed To Health-Impacting Levels Of Noise Pollution?, Obinna C.D. Anejionu, Elijah S. Ebinne, Kelechi I. Nwosu, Miriam G. U. Anejinou, Raphael I. Ndukwu
Journal of Environmental Science and Sustainable Development
Across the world urban dwellers are facing increasing risks of exposure to noise pollution. The World Health Organization (WHO) described noise pollution as an underestimated threat that can cause various health problems to humans and wildlife. In Nigeria, urban areas are experiencing increasing levels of noise pollution. In this study, a combination of low-cost noise sensors and GIS modelling were used to conduct a preliminary investigation of the spatiotemporal patterns of noise pollution in a prominent urban area in Nigeria. This was to ascertain whether residents are exposed to dangerous noise levels that could affect their health as well as …
Perception Of Covid-19 And Reproductive Health Of Female And Male Adolescents In Urban Areas In The Sustainable Development Goals, Terry Y. R. Pristya, Chahya Kharin Herbawani, Ulya Qoulan Karima, Arnur Oktafiyanti, Nadia Ramadhanty, Asto Ginawang
Perception Of Covid-19 And Reproductive Health Of Female And Male Adolescents In Urban Areas In The Sustainable Development Goals, Terry Y. R. Pristya, Chahya Kharin Herbawani, Ulya Qoulan Karima, Arnur Oktafiyanti, Nadia Ramadhanty, Asto Ginawang
Journal of Environmental Science and Sustainable Development
Sustainable Development Goals (SDGs) in goal 3 (good health and well-being) and goal 4 (equality in education) for all specifically targeted at vulnerable groups. Adolescents were a part of it. A decade of progress in reproductive health could be stalled by covid-19. The study aimed to analyze reproductive health and adolescents’ perceptions during the covid-19 pandemic era in urban areas. This descriptive study used an online survey conducted in Jakarta. The sample consisted of 438 adolescents selected by convenience sampling technique. The results were that both female and male adolescents had poor knowledge about HIV/AIDS transmission (female = 77.0%; male …
Enhancing Physician Perspectives Of Skilled Occupational Therapy Services For Patients With Rheumatoid Arthritis, Valerie S. Trinidad
Enhancing Physician Perspectives Of Skilled Occupational Therapy Services For Patients With Rheumatoid Arthritis, Valerie S. Trinidad
Department of Occupational Therapy Entry-Level Capstone Projects
This Capstone Project, with a focus in research, sought to identify a relationship between self-reported functional performance and participation restriction as described by satisfaction with one’s execution or participation in a described occupation. A correlational study design was employed under the mentorship of Dr. Thomas Decker, EdD, OTD, OTR/L who oversaw all IRB processes, documentation, study development and deployment, as well as co-authored and provided mentorship for creation of a publishable manuscript of this project. The established Health Assessment Questionnaire Disability Index (HAQ-DI) and the newer Keele Assessment of Participation (KAP) were the two outcome measures of focus for surveying …
Successful Aging Through Aging In Place : The Perspectives Of The Elderly And Adult Children In Shenzhen, Feng Huang
Successful Aging Through Aging In Place : The Perspectives Of The Elderly And Adult Children In Shenzhen, Feng Huang
Lingnan Theses (Doctoral degree)
Aging in place (AIP) has been adopted to cope with the aging population worldwide. The present research invoked the concept of successful aging as a theoretical perspective on AIP with Shenzhen, China as the backdrop. This study adopted the successful aging model of Rowe and Kahn (1987, 1997, 1998) and employed a mixed methods with qualitative and quantitative research. It examined the AIP policies in China and Shenzhen and how the “users” (the elderly and adult children) perceive AIP and successful aging. It also explored which factors would affect successful aging through AIP. Findings showed that financial security and intergenerational …
Bias In Measurement Of Autism Symptoms By Spoken Language Level And Non-Verbal Mental Age In Minimally Verbal Children With Neurodevelopmental Disorders, Shuting Zheng, Aaron Kaat, Cristan Farmer, Audrey Thurm, Catherine A. Burrows, Stephen Kanne, Stelios Georgiades, Amy Esler, Catherine Lord, Nicole Takashashi, Kerri P. Nowell, Elizabeth A. Will Ph.D., Jane E. Roberts, Somer L. Bishop
Bias In Measurement Of Autism Symptoms By Spoken Language Level And Non-Verbal Mental Age In Minimally Verbal Children With Neurodevelopmental Disorders, Shuting Zheng, Aaron Kaat, Cristan Farmer, Audrey Thurm, Catherine A. Burrows, Stephen Kanne, Stelios Georgiades, Amy Esler, Catherine Lord, Nicole Takashashi, Kerri P. Nowell, Elizabeth A. Will Ph.D., Jane E. Roberts, Somer L. Bishop
Faculty Publications
Increasing numbers of children with known genetic conditions and/or intellectual disability are referred for evaluation of autism spectrum disorder (ASD), highlighting the need to refine autism symptom measures to facilitate differential diagnoses in children with cognitive and language impairments. Previous studies have reported decreased specificity of ASD screening and diagnostic measures in children with intellectual disability. However, little is known about how cognitive and language abilities impact the measurement of specific ASD symptoms in this group. We aggregated a large sample of young children (N = 1196; aged 31-119 months) to examine measurement invariance of ASD symptoms among minimally verbal …
Retention And Career Success Of Faculty: The Case For Building A Sense Of Belonging To The Academic Medicine Community, Wendy L. Ward
Retention And Career Success Of Faculty: The Case For Building A Sense Of Belonging To The Academic Medicine Community, Wendy L. Ward
Marshall Journal of Medicine
As attrition in the healthcare workforce rises, factors that positively impact retention, engagement, work satisfaction, and vitality for faculty in Colleges of Medicine are of critical importance. One important factor that is less often discussed is the need to develop a sense of belonging and connectedness to the institutional community. Underrepresented minority faculty particularly feel the benefit of feeling like they belong. Recommendations for enhancing faculty connectedness to a community in support of developing a sense of belonging to that community are offered.
Sexual Health Assessment Is Vital To Whole Health Models Of Care, Alex Uzdavines, Drew A Helmer, Juliette F Spelman, Kristin M Mattocks, Amanda M Johnson, John F Chardos, Kristine E Lynch, Michael R Kauth
Sexual Health Assessment Is Vital To Whole Health Models Of Care, Alex Uzdavines, Drew A Helmer, Juliette F Spelman, Kristin M Mattocks, Amanda M Johnson, John F Chardos, Kristine E Lynch, Michael R Kauth
Center for Medical Ethics and Health Policy Staff Publications
Sexual health is the state of well-being regarding sexuality. Sexual health is highly valued and associated with overall health. Overall health and well-being are more than the absence of disease or dysfunction. Health care systems adopting whole health models of care need to incorporate a holistic assessment of sexual health. This includes assessing patients' sexual orientation and gender identity (SOGI). If health systems, including but not limited to the Veterans Health Administration (VHA), incorporate sexual health into whole health they could enhance preventive care, promote healthy sexual functioning, and optimize overall health and well-being. Assessing sexual health can give providers …
Plasma Amyloid-Β Dynamics In Late-Life Major Depression: A Longitudinal Study, Ricardo S Osorio, Kaj Blennow
Plasma Amyloid-Β Dynamics In Late-Life Major Depression: A Longitudinal Study, Ricardo S Osorio, Kaj Blennow
Faculty, Staff and Student Publications
Depressed individuals are twice as likely to develop Alzheimer’s disease (AD) as compared to controls. Brain amyloid-β (Aβ) deposition is believed to have a major role in AD pathogenesis but studies also suggest associations of Aβ dynamics and depression. The aim of this study was to test if plasma Aβ levels are longitudinally associated to late-life depression. We measured plasma levels of amyloid-β1-40 (Aβ40) and amyloid-β1-42 (Aβ42) peptides longitudinally for three consecutive years in 48 cognitively intact elderly subjects with late-life major depressive disorder (LLMD) and 45 age-matched cognitively healthy controls. We found that the Aβ42/Aβ40 plasma ratio was significantly …
Let's Get Physical: Exploring The Socioemotional Motivators Of Group Exercise For Older Adults, Tessneem S. Hasan, Alyssa R. Minton, Jason Snyder, Joseph A. Mikels
Let's Get Physical: Exploring The Socioemotional Motivators Of Group Exercise For Older Adults, Tessneem S. Hasan, Alyssa R. Minton, Jason Snyder, Joseph A. Mikels
DePaul Discoveries
Approximately 75% of active adults in the U.S. do not meet the recommended levels of overall physical activity (CDC, 2021a). Given the beneficial impact of physical activity on health, an 8-week long, evidence-based group exercise program—Fit & Strong! (F&S!)—was created to improve the health of older adults (Hughes et al., 2004, 2006, 2010). Despite the clear physical benefits of F&S!, it remains unknown what motivates F&S! participants to initially participate in the program and also throughout the program. Drawing from core notions of socioemotional selectivity theory (SST; Carstensen, 2006), research has found that older adults are highly motivated to exercise …
What's In Your Soil? A Comparative Assessment Of Total Lead In Soils In Southwest Side And North Side Chicago Communities, Jennifer Garcia
What's In Your Soil? A Comparative Assessment Of Total Lead In Soils In Southwest Side And North Side Chicago Communities, Jennifer Garcia
DePaul Discoveries
In Chicago, city officials continue to locate polluting industries in predominately Black and Hispanic/Latinx neighborhoods. Lower income families are disproportionately exposed to greater amounts of toxic chemicals such as lead (Pb). While the City of Chicago focuses its effort in removing industrial sites from the North Side, a predominately white community area, sources of industrial pollution are more likely to be found in communities of color. Due to the prevalent sources of Pb on the Southwest side, residential soil is often highly disturbed and contaminated. Pb is a serious neurotoxin, and ingestion or inhalation of Pb contaminated soil and dust …
Optimization Of Dye Molecules For Use In Studying Inflammatory Caspase Enzymes, Josiah D. Stewart, Phasu Sirinit
Optimization Of Dye Molecules For Use In Studying Inflammatory Caspase Enzymes, Josiah D. Stewart, Phasu Sirinit
DePaul Discoveries
Inflammatory caspases are important enzymes in the initial immune response to pathogens. A common method of studying caspase activity is through the use of fluorogenic assays, in which the cleavage of a substrate by an enzyme results in the emission of fluorescence. Fluorogenic assays require the use of fluorophores: molecules that will fluoresce upon the cleavage of a substrate. Different fluorophores have different characteristics, and these characteristics can be analyzed in order to determine which fluorophores will be most suitable for activity assays. Two commercially available fluorophores were compared for use in fluorogenic assays of inflammatory caspases: MCA and EDANS. …
Depaul Discoveries Volume 11 Cover Art, Dina Khdair
Depaul Discoveries Volume 11 Cover Art, Dina Khdair
DePaul Discoveries
No abstract provided.
The Role Of Community Factors In Predicting Depressive Symptoms Among Chinese Workforce: A Longitudinal Study In Rural And Urban Settings, Wanlian Li, Guanghan Gao, Fei Sun, Lin Jiang
The Role Of Community Factors In Predicting Depressive Symptoms Among Chinese Workforce: A Longitudinal Study In Rural And Urban Settings, Wanlian Li, Guanghan Gao, Fei Sun, Lin Jiang
School of Social Work Faculty Publications
Background: The dual urban-rural division system in China has led to distinguishes in economic development, medical services, and education as well as in mental health disparities. This study examined whether community factors (community cohesion, supportive network size, foreseeable community threat, and medical insurance coverage) predict the depressive symptoms of Chinese workers and how community factors may work differently in rural and urban settings.
Methods: This secondary data analysis was conducted using data from the 2014 and 2016 China Labor-force Dynamics Survey (CLDS). The sample of this study includes 9,140 workers (6,157 rural labors and 2,983 urban labors) who took part …
Ketamine For Acute Pain After Trauma: The Kapt Randomized Controlled Trial, Julius Balogh, Charles E Wade, Lillian S Kao, John A Harvin
Ketamine For Acute Pain After Trauma: The Kapt Randomized Controlled Trial, Julius Balogh, Charles E Wade, Lillian S Kao, John A Harvin
Faculty, Staff and Student Publications
BACKGROUND: Evidence for effective pain management and opioid minimization of intravenous ketamine in elective surgery has been extrapolated to acutely injured patients, despite limited supporting evidence in this population. This trial seeks to determine the effectiveness of the addition of sub-dissociative ketamine to a pill-based, opioid-minimizing multi-modal pain regimen (MMPR) for post traumatic pain.
METHODS: This is a single-center, parallel-group, randomized, controlled comparative effectiveness trial comparing a MMPR to a MMPR plus a sub-dissociative ketamine infusion. All trauma patients 16 years and older admitted following a trauma which require intermediate (IMU) or intensive care unit (ICU) level of care are …
Stakeholders’ Perspectives On The Safety Of An Adaptive Riding Program For Adults Living With Dementia And Care Partners, Alicia A. Oestreich, Beth E. Fields
Stakeholders’ Perspectives On The Safety Of An Adaptive Riding Program For Adults Living With Dementia And Care Partners, Alicia A. Oestreich, Beth E. Fields
People and Animals: The International Journal of Research and Practice
The purpose of this qualitative community-based participatory research was to explore the safety perspectives of stakeholders involved in an adaptive horseback riding program designed to enhance the quality of life of adults living with dementia and their care partners. Human–animal interactions are becoming increasingly popular therapeutic interventions; however, there is still a lack of understanding about the safety considerations for providing adults living with dementia opportunities to interact with horses and the equine environment. To advance our understanding, researchers analyzed 10 semistructured interviews and two focus groups with therapeutic riding program instructors and staff, aging network specialists, and care partners …
Comparing Substance Use Outcomes By Sexual Identity Among Women: Differences Using Propensity Score Methods, Katherine J. Karriker-Jaffe, Laurie Drabble, Libo Li, Cat Munroe, Amy A. Mericle, Karen F. Trocki, Tonda L. Hughes
Comparing Substance Use Outcomes By Sexual Identity Among Women: Differences Using Propensity Score Methods, Katherine J. Karriker-Jaffe, Laurie Drabble, Libo Li, Cat Munroe, Amy A. Mericle, Karen F. Trocki, Tonda L. Hughes
Faculty Research, Scholarly, and Creative Activity
Background: Differences in alcohol, tobacco, and other drug (ATOD) use by sexual identity vary across samples of women recruited using different sampling methods. We used propensity score (PS) weighting methods to address two methodological questions: (1) Do disparities between sexual minority women (SMW) and heterosexual women persist when differences in risk and protective factors are similarly distributed between groups, and (2) Does accounting for SMW-specific resiliency factors impact differences between non-probability samples of SMW? Methods: Four samples included SMW from a longitudinal study with a nonprobability sample (n = 373), a national general population panel sample (n = 373), …
Examining Demographic And Environmental Factors In Predicting The Perceived Impact Of Cancer On Childhood And Adolescent Cancer Survivors, Nazan Cetin
Dissertations and Theses
Cancer survivors' perceptions on how cancer has impacted their lives has been identified as a "critical predictor" of psychosocial well-being and quality of life outcomes. Given the dramatic increase in survival rates and the long-term health and psychosocial challenges, as well as survivorship care barriers, this study focuses special attention on childhood and adolescent cancer survivors and is guided by Tedeschi and Calhoun's theory of posttraumatic growth and Hammond's theory of distinctiveness. This study aims to examine the influence of demographic (i.e., age at diagnosis, biological sex, race/ethnicity, type of cancer) and environmental factors (i.e., geographical location and insurance type), …
Masthead 2022, Dujpew Editorial Board
Masthead 2022, Dujpew Editorial Board
Dartmouth Undergraduate Journal of Politics, Economics and World Affairs
No abstract provided.
Letter From The Editor 2022, Dujpew Editorial Board
Letter From The Editor 2022, Dujpew Editorial Board
Dartmouth Undergraduate Journal of Politics, Economics and World Affairs
No abstract provided.
Volume I | Issue Iv | 2022, Dujpew Editorial Board
Volume I | Issue Iv | 2022, Dujpew Editorial Board
Dartmouth Undergraduate Journal of Politics, Economics and World Affairs
No abstract provided.
Triple (Identity) Threat: Multi-Layered National Identity Appeals In Republican Political Narratives During The 2016 And 2020 Presidential Elections, Brita Mackey
Dartmouth Undergraduate Journal of Politics, Economics and World Affairs
National identity, as a broadly constituted social identity category, has been shown to hold power both as a source of political mobilization and as an enforcer of democratic stability. In recent years, Republican voters have reported stronger national attachments than Democrats, perhaps due to national identity’s longstanding implicit associations with white racial identity – and the rising prominence of multiculturalist and globalist ideologies in recent decades. In light of such findings, I propose that the rhetoric of Republican political elites may function to further exacerbate a stronger sense of national identity among their base by appealing to conjoined national and …
Econometric Analysis Of The Relationship Between Domestic Economic Growth And Levels Of Inflow Of Remittances In Developing Countries, Mihail Naskovski
Econometric Analysis Of The Relationship Between Domestic Economic Growth And Levels Of Inflow Of Remittances In Developing Countries, Mihail Naskovski
Dartmouth Undergraduate Journal of Politics, Economics and World Affairs
The international global migration has produced an exponential growth of remittances, which can be defined as the transfer of funds from one country to another. This study will inspect the macroeconomic impact of remittance inflow on economic growth using panel regression, covering the period from 1981 to 2020 and focusing on a sample of 152 countries, then filtered by 4 geographical regions for additional analysis. Like many studies before, a consensus about an overall effect of the flows on global level could not be reached from his study following the analysis of the general sample. However, on a more specific …
Identifying Potential Pork-Barrel Legislation Using Machine Learning: A Preliminary Analysis, Sunil Green
Identifying Potential Pork-Barrel Legislation Using Machine Learning: A Preliminary Analysis, Sunil Green
Dartmouth Undergraduate Journal of Politics, Economics and World Affairs
Pork-barrel legislation has been criticized by some as an excessive and potentially corrupt use of Congressional appropriations. The task of finding the specific parts of legislation that have been “pork-barreled”, however, requires many hours of labor by policy researchers. Using data from government watchdogs and machine learning algorithms, the research explores the idea of creating a model to flag specific line items of appropriations bills for policy researchers to further explore as potential pork-barrel legislation. The model constructed uses data from the Earmark Database by Taxpayers for Common Sense, and the Congressional Pig Book by Citizens Against Government Waste to …