Data-Driven Characterization Of Counties In The Prison Industrial Complex Using Clustering Analysis, Riley N. Tuccio

Capstone Projects

This project investigates the complex relationship between counties that house prisons in the United States and the rurality associated with them. The central research question explores how both county characteristics, such as variables corresponding to cost of living and demographics of a county, and prison characteristics, such as programming available to inmates and staffing levels, differ across the census-designated rural-urban distinctions. Furthermore, the study examines whether modern data science methods can more accurately define and distinguish these characteristics, providing a nuanced understanding of the Prison Industrial Complex (PIC) and its manifestation across various American communities. The motivation for this research …

Breaking Point: Exploring Side Bets, Support, And Pension Investment As Predictors Of Turnover Intention In Urban Policing, Kenneth M. Quick, Kevin T. Wolff

Publications and Research

Guided by Becker’s side-bet theory, this study examines turnover intentions among officers in the New York City Police Department by assessing pension investment and affective commitment as accumulated organizational “side bets,” alongside job satisfaction, perceived organizational support, and workplace conditions. Data was drawn from an online survey of 1,454 officers. Population weights based on gender, race/ethnicity, and rank were applied to improve representativeness. Weighted multinomial logistic regression models examined predictors of turnover intention, while second-difference tests of average marginal effects (AMEs) assessed whether workplace factors operated differently across tenure groups. Results indicate that perceived organizational attitudes and workplace conditions significantly …

Purdue University Extension Program Evaluation Professional Development Pilot Study To Assess Evaluation Competencies Among Educators, Mariah K. Awan, Rama Radhakrishna, Hui-Hui Wang

Journal of Human Sciences and Extension

For the first part of this study, we conducted a descriptive research study with Purdue Extension educators to determine their evaluation competencies and their perceived level of importance for evaluation activities. We also asked about their competence in evaluation methods. For part two, we interviewed Purdue Extension administrators about their perceptions of Program Evaluation as a whole within Indiana Extension. The interview protocol questions were related to perceived roles of administrators, perceived strengths and opportunities for Purdue Extension Program Evaluation efforts, evaluation knowledge needed by educators, and possible future evaluation directions for Purdue Extension. We found that educators indicated mid-level …

Working Out Loud Resilience In Cooperative Extension: Results From An Internal Pilot Program, Lyndi M. Buckingham-Schutt, Debra Sellers, Barbara Dunn Swanson, Jody Catherine Gatewood

Journal of Human Sciences and Extension

This study evaluates Working Out Loud (WOL) Resilience, a program designed to enhance resilience through peer-to-peer learning, targeting social isolation and self-determination. The WOL Resilience pilot program, delivered by Iowa State University Extension and Outreach facilitators, included 29 participants and 5 facilitators over 8 weeks. Participants engaged in weekly sessions focusing on 8 resilience attributes. Evaluation included baseline, midpoint, and post surveys; facilitator feedback forms; and interviews. Results showed improvements in resilience attributes from baseline to post-program and indicated high program acceptability and positive behavioral changes. The peer-to-peer learning model proved beneficial for participants and feasible for delivery through Extension …

Using Needs Assessments To Hear The Voices Of Extension Non-Clients, Odunayo O. Omotilewa, Omolola A. Adedokun

Journal of Human Sciences and Extension

Using data from the University of Kentucky (UK) Extension statewide community needs assessment, this study uncovers the Extension education needs of Kentuckians who are not familiar with the Extension program. Typically, the Extension program development and evaluation model begins with a needs assessment to identify and prioritize community needs, issues, and/or opportunities that can be addressed through targeted educational programming/outreach. As such, needs assessments amplify and empower the voices of community members, especially those who may not be familiar with Extension, and uncover their self-reported need for practical education and assistance. This study investigates differences in Extension education needs between …

Building Community Leadership Capacity Through Extension Partnerships: An Evaluation Case Study, Paul A. Hill, Lendel K. Narine

Journal of Human Sciences and Extension

This evaluation study examines the effectiveness of the Leadership Dixie program in enhancing leadership capacity among participants in Washington County, Utah. As a program partner, Utah State University (USU) Extension conducted the evaluation on the program’s 25th class, comprising 27 participants (N = 27). The program, characterized by 10 monthly “Challenge Day” field tours, was evaluated using two instruments to collect data on participant learning and satisfaction levels, overall program experience, demographics, and impacts on social capital, interpersonal leadership skills, community engagement, and volunteerism. Results indicate strong positive outcomes in social capital, community engagement, and volunteerism while highlighting areas for …

Needs Assessment For Evaluation Competencies Among Extension And Outreach Professionals, Mariah K. Awan, Hui-Hui Wang, Rama Radhakrishna

Journal of Human Sciences and Extension

We conducted an extensive literature review to develop an assessment tool with both quantitative and qualitative items that can be used to conduct a statewide needs assessment of professional development needs in program evaluation for Extension educators and similar non-profit organizations. This tool can be used to identify priority topics for evaluating professional development trainings and materials. It can be easily distributed via Qualtrics. The results of the literature review and the needs assessment survey instrument are shared.

Agricultural Extension Agents’ Perceptions Regarding The Use Of Social Media In Extension Work, Howard M. Wallace Ii, K. S. U. Jayaratne, Wendy Warner, Dara Bloom, Julia Mckeown

Journal of Human Sciences and Extension

Social media enables Extension agents to reach a large group of clients efficiently. However, research on agricultural Extension agents’ perceptions about social media use in Extension work is limited. The purpose of this study was to determine the perceptions of agricultural Extension agents regarding the use of social media in Extension work. This was a descriptive research study conducted online. Findings confirmed that agricultural Extension agents in North Carolina State find social media helpful in Extension work, such as for the distribution of information to their clients and extending its reach to a larger audience. Extension agents perceive that using …

Affirming Farmer Assets And Visions: Results From A Pilot Appreciative-Inquiry-Based Asset-Mapping Workshop, Andrew R. Smolski, Elisabeth Ramsey, Cathy Royal, Michael Schulman

Journal of Human Sciences and Extension

Cooperative Extension Services and non-profit farm advocacy organizations assist farmers through network development and resource referrals to access information and services needed to operate resilient farms. One method for building networks and assessing existing resources is through participatory asset-mapping tools to document community strengths. In this research brief, we describe the results of a pilot study to test, evaluate, and refine an asset-mapping tool based on Appreciative Inquiry principles. Our goal in the pilot project was to assist the assembled farmers in identifying objectives for a sustainable future and understanding the existing set of resources that would empower them toward …

Geomapping With Python: An Innovative Data Visualization Technique, Tirna Purkait, Dipti Dev

Journal of Human Sciences and Extension

No abstract provided.

A Comparison Of Regional Food Systems And Food Security In Rural Mississippi And Italy, Reinhard M. Knerr, Athan M. Gregory, Anne Cafer

Journal of Human Sciences and Extension

In the Mississippi (MS) Delta, more than 40% of residents are food-insecure despite predominantly agricultural land use. We hypothesized that limited social networks and non-navigable food market systems constrain MS producers, limit market viability, and hinder regional food sovereignty. This ethnography compared rural Italian and Mississippian food systems through semi-structured interviews of food producers, processors, and marketers. We described differences in social networks between groups that led to differential capacities to share capital and to overcome producer and labor constraints. We also described key differences in governmental and Extension support of local food systems. Finally, we provided suggestions for addressing …

Making Digital Connections: Extension Educators’ Perceptions And Use Of Qr Codes, Kobina D. Fanyinkah, Jefferson D. Miller, Casandra Cox, Will Doss

Journal of Human Sciences and Extension

While Extension educators recognize the potential of digital tools for outreach, there are still barriers to adoption, effective implementation, and acceptance. The goal of this study was to evaluate Extension educators’ perceptions concerning quick-reponse (QR) codes in outreach activities, including their effectiveness, integration, and barriers faced when using them. The study used a qualitative approach in the form of semi-structured interviews of twelve Extension professionals purposely sampled from the Ozark region of the Arkansas Cooperative Extension Service. Participants perceived the effective use of the technology to be related to their target clients’ age and technological proficiency. Additionally, Extension professionals reported …

Financial Wisdom Across Political Identities: Exploring Insights From A Convenience Sample Of Participants During The Global Pandemic, Miguel Quiñones, Virginia Zuiker, Yiting Li, Hanna Yu

Journal of Human Sciences and Extension

The COVID-19 pandemic triggered a global economic crisis that magnified financial hardships and revealed how political affiliation shapes financial behavior. This study examined how U.S. residents with differing political orientations navigated financial uncertainty, drawing on open-ended survey responses collected in fall 2020. Results show both commonalities and nuanced differences across political lines. Across groups, participants emphasized saving for emergencies, living within their means, seeking financial support, and building skills to increase income—underscoring the universality of core financial principles during crises. However, distinctions also emerged: Republican participants more frequently emphasized self-sufficiency, often seeking additional jobs or withdrawing from retirement funds; Independents …

Perspectives Of Scholars, Families, And Advisors On 360-Degree Video Technology In Graduate Education, Oluwatobi A. Mogbojuri, Bridget A. Walsh, Matthew Aguirre

Journal of Human Sciences and Extension

This study explored the experiences of scholars in creating and sharing 360-degree videos, as well as the perspectives of families and advisors who viewed the videos. Focus groups and individual interviews were conducted online using a videoconferencing platform. Perspectives from 20 participants (15 scholars, three advisors, and two family members) were analyzed using thematic analysis. Three primary themes were identified: (1) barriers to 360-degree video use, (2) perspective shifts and limited change, and (3) storytelling and scholar visibility. Findings suggest that 360-degree video technology may be an innovative tool for enhancing recruitment and retention, especially for historically marginalized groups, through …

Reflections On Participation In Collective Impact Initiatives: Through The Lens Of Extension Practitioners, Omolola A. Adedokun, Marian Jaitto-Jeffrey, Jacqueline Corum

Journal of Human Sciences and Extension

Collective Impact (CI) continues to gain recognition as a useful model for guiding the development, implementation, and evaluation of cross-sectoral efforts addressing complex social issues, including substance use recovery and workforce development. However, application of CI in Extension is very scant, and evaluation of its implementation, process, and outcomes remains a persistent challenge. Hence, the need for rigorous process and outcome evaluations of CI initiatives to build the literature base. Using a mix of focus group and survey methods, this process evaluation study examined Extension professionals’ experiences in two CI initiatives, with a specific focus on their perceptions of the …

Evaluating The Lasting Impacts Of A Dialogue-To-Change Program On Racial Understanding Using Ripple Effect Mapping, Mary Emery, Anuradha Choudhary, Mike D. Stout, Grace Langford, Eric Walcott, Marcia Ostrom

Journal of Human Sciences and Extension

This paper explores the impacts of Coming Together for Racial Understanding (Coming Together), using Ripple Effect Mapping (REM). REM is a participatory evaluation tool that captures and analyzes intended and unintended outcomes. This method maps how individual change leads to wider changes in interactions and activities, from personal, interpersonal, institutional, and cultural levels to the widest ripple of the potential for change in policy, structure, and accepted practice. We adapted REM for virtual settings using Google Jamboard to hold two REM sessions with 20 participants and used mapping results to populate a follow-up survey for 2018 and 2019 training participants. …

Culturally Responsive Evaluation In Extension Programs For Indigenous Youth, Sara M. Tomis, J.C. Bunch, Amy Harder, T. Grady Roberts

Journal of Human Sciences and Extension

Indigenous communities, deserving and in need of salient Extension services, experience disparity in programming and culturally responsive evaluation because of historic and current social and financial barriers. An exploration of culturally responsive evaluation practices in Extension programs serving Indigenous youth audiences is warranted to identify areas for improvement. A focus group of Extension professionals was conducted to investigate evaluation practice within a federally funded Extension program. Findings indicated that Extension professionals were committed to operating and evaluating in ways that respected Indigenous culture, but improvements in culturally responsive practice are needed among both university and federal partners.

Lasting Memories: Effects Of Previous Healthcare Experiences On Young Adults’ Pain Tolerance, Emily Goldstein Sigman, Sherwood Burns-Nader

Journal of Human Sciences and Extension

This cross-sectional study investigated the connections between previous healthcare experiences, young adults’ pain tolerance, and healthcare fear and anxiety. Prior healthcare experiences, current fear of medical procedures, and pain tolerance were reported by 257 young adults via a survey. Structural equation modeling revealed that increased numbers of previous healthcare experiences were associated with higher pain tolerance and decreased fear and anxiety towards healthcare procedures in young adulthood. Conversely, individuals with fewer previous healthcare experiences exhibited lower pain tolerance and heightened fear and anxiety towards medical procedures as young adults. These findings suggest that the relationship between previous healthcare experiences and …

78 | Paneas V: Paneion Excavations 1988–1993; Part I, Zvi Uri Ma‘Oz

IAA Reports—Monograph Series of the Israel Antiquities Authority

This volume is the first of two presenting the results of the excavations conducted at Paneas by Z.U. Ma'oz in the area that housed the sanctuary of Pan (Paneion) established in the Roman period. It presents the archaeological remains uncovered at the site, shedding light on activity prior to the establishment of Paneion, the construction and use of the sanctuary, and the continued human presence after the Roman period, when the site ceased to function as a cultic compound. The chapters include an introduction to the excavations, a discussion of the site's name and identification, geological aspects, the stratigraphy of …

Made In America, Hidden By Ai: Ai Shopping Chatbots Reveal How Amazon And Walmart Hurt American Manufacturers And Deceive Shoppers, Erie Meyer, Zachary Harris

Center for Law and the Economy

This article investigates the capabilities of two AI shopping agents — Alexa for Shopping and Sparky, operated by Amazon and Walmart respectively — to identify country of origin for products on their respective platforms and flag potential “Made in USA” misrepresentations — where products with “Made in USA” in their title or listing have another country or “imported” listed as their country of origin. This article finds that (1) Amazon and Walmart have the technical capability to detect and flag “Made in USA” fraud; (2) “Made in USA” fraud appears to be common on both Amazon and Walmart; (3) Amazon …

The Implementation Of Smart City Initiatives In Addressing Climate Change Challenges For The Transformation Of Jakarta Into A Resilient Global City, Roby Dwiputra, Nurulitha Andini Susetyo, Apriano Hanindito Amanza

CSID Journal of Infrastructure Development

Jakarta, a densely populated delta city and Indonesia's former capital undergoing post-relocation transformation, faces escalating climate change impacts, including land subsidence and tidal flooding. Annual subsidence rates of 5–25 cm in northern areas and recurrent tidal floods, including the December 2025 event, pose significant threats to urban sustainability and economic stability. This study employs a qualitative descriptive–analytic approach using a single-case study of Jakarta. Smart city initiatives are examined as governance instruments for climate resilience, drawing on secondary data from regulatory documents, real-time digital monitoring platforms, and global smart city performance indicators. The analysis applies thematic and comparative techniques supported …

Impact Of Carbon Credits As Revenue Enhancers In Blended Adaptation Finance For Nature-Based Resilience Solutions Across Emerging Economies, U.L. Narasimha Rao

CSID Journal of Infrastructure Development

Emerging economies face an annual adaptation finance gap of $300–$500 billion. Nature-based resilience solutions (NbRS) such as mangroves and agroforestry remain critically underfunded despite their cost-effective climate benefits. Carbon credits have been examined mainly in mitigation contexts; their role as revenue enhancers in blended adaptation finance for NbRS is untested. This study had three objectives: quantifying revenue uplift from credits, evaluating how certification reduces investor risk, and forecasting scalability under different blend ratios. A qualitative comparative case study was applied to 12 NbRS projects across emerging economies. Eight cases were from India; the rest came from Kenya and Indonesia. Data …

Believing And Belonging: Americans’ Religious Practices And Their Trust In Government, Hwayong Shin

Weidenbaum Center Survey (WCS) Reports

Data from the Weidenbaum Center Survey (WCS) offer new insights into Americans’ religious and political lives by addressing two broad questions. First, how religious are Americans today, and how does religiosity vary across age and partisan groups? Waves 1–8 of the WCS, conducted between 2023 and 2026, are used to answer this question. Second, how are different forms of religiosity associated with trust in government, and do these relationships differ across age and partisan groups? To answer this question, this article leverages Waves 6–8 of the WCS, which included measures of trust in government, conducted between 2025 and 2026. The …

Nebraska And The Midwest Agtech Ecosystem: Benchmarking Innovation Investment And Translation Gaps, Ankit Chandra, Ishani Lal, Brennan Costello

Department of Agricultural and Biological Systems Engineering: Presentations and White Papers

Agricultural innovation is central to the sustainable transformation of food systems, yet the capital that finances it is unevenly distributed relative to where food is produced. This paper develops a diagnostic framework for measuring this mismatch and applies it across the U.S. Midwest from 2021 to 2025, with particular emphasis on Nebraska's structural position within this landscape. Drawing on venture capital deal-flow data, 17 stakeholder interviews, and a novel strength-weakness-opportunity-gap (SWOG) ecosystem mapping methodology, we document $736 million in tracked Midwest AgTech funding across eight states (Nebraska, Iowa, Missouri, Illinois, Indiana, Kansas, North Dakota, and South Dakota). We introduce three …

Reconciling Faith And Academic Identity: Evangelical Christian Identity And Ontological Confusion In Sport Studies, Sean Burke

Movement and Being: The Journal of the Christian Society for Kinesiology, Leisure and Sports Studies

This paper investigates the interplay of ontological confusion and Evangelical Christian identity within the context of qualitative sport studies research. Employing a reflexive autoethnographic method, I explore my personal experiences as an Evangelical Christian and as a social scientist who grapples with the complexities of paradigmatic confusion. Personal vignettes highlight the influence of sporting spaces and figures such as Tim Tebow and Kurt Warner in shaping my faith, identity, and framework for understanding reality. The analysis delves into the challenges posed by competing paradigmatic orientations, including positivism and social constructivism. These paradigms reveal the inherent difficulty of aligning scholarly inquiry …

Female Athletes With Differences Of Sex Development (Dsd): A Christian Perspective On Fairness And Compassion, Angela M. Robles

Movement and Being: The Journal of the Christian Society for Kinesiology, Leisure and Sports Studies

One of the most significant controversies in elite women’s sport relates to the participation of female athletes with differences of sex development (DSD), as demonstrated by recent Olympic debates surrounding athletes like Imane Khelif and Caster Semenya. Today, a complex challenge continues to evolve at the intersection of DSD and competitive sports, and it requires careful consideration. The central argument of this paper is that DSD athletes are worthy of compassionate treatment grounded in their inherent dignity, and is founded on the understanding of what it means for humans to be created in the image of God (imago Dei). The …

A Holistic Christian Perspective On Wellness For College Students - A Qualitative Analysis, Shari L. Jurgens, Deb Majewski, Jessica Clevering

Movement and Being: The Journal of the Christian Society for Kinesiology, Leisure and Sports Studies

Aim: This study sought to explore the impact of a Christ-centered, holistic wellness course on college-aged students’ understanding of key wellness principles. The goal was to gain insight into how students comprehend and apply these principles considering their spiritual and personal development.

Background: Wellness education for undergraduate students is both timely and essential, especially within Christian higher education, where nurturing the whole person is a core value. A common misconception is that wellness pertains only to physical and mental health. However, Scripture affirms that human flourishing involves a harmony of body, mind, and spirit. A holistic, biblically informed approach to …

The Virtue Of Hope In Sports Through Spe Salvi And Its Role In Faith, Resilience, And Character Formation In Student-Athletes, Hansson G. Labisig, Arvin D. Eballo

Movement and Being: The Journal of the Christian Society for Kinesiology, Leisure and Sports Studies

Pope Benedict XVI, in Spe Salvi, presents hope as a transformative and redemptive virtue that enables believers to live and suffer differently, rooted in faith in God. He writes, “The one who has hope lives differently.” This study develops a theological-pastoral framework for integrating the virtue of hope into the faith formation of student-athletes within Catholic educational institutions, positioning sport as a genuine locus theologicus for Religious Education and evangelization. Employing the See–Judge–Act methodology, it draws from Spe Salvi, Aquinas’s Summa Theologiae, and the Vatican document Giving the Best of Yourself, in dialogue with C. R. Snyder’s psychological theory …

Long-Run Effects Of H-1b Immigration On The U.S. Economy, Ran Abramitzky, Leah Boustan, Ahmet Gulak, Jens Hainmueller

Cowles Foundation Discussion Papers

We study the effects of H-1B immigration on U.S. industries that employ H-1B workers and their trading partners. Using a novel cross-industry design and the 1999–2003 expansion of the H-1B visa cap for identification, we find that H-1B exposure raised incomes for natives and pre-existing immigrants, with gains concentrated in non-STEM occupations. Income gains propagate forward through supply chains to downstream industries but not backward to upstream industries, consistent with a productivity shock rather than a labor supply shock. We find no direct effect on patenting, suggesting that productivity gains arise from better task execution rather than patentable invention.

Policy For Graduate Thesis-Adjacent Series In Digital Commons, Joshua Neds-Fox

Digital Commons Information

Policy for Graduate Thesis-Adjacent Series in Digital Commons

Graduate programs at Wayne State are increasingly requiring terminal projects that are not traditional theses or dissertations. These outputs require series in Digital Commons @ Wayne State that operate outside the established thesis/dissertation protocol in the repository. For the purpose of this policy, these will be referred to as Capstone series.

Content Guidelines for Digital Commons @ Wayne State require that student work is accepted on a case-by-case basis, determined by repository administrators. Because Capstone series are negotiated between the program and the repository administrator, they meet this requirement. and deposits to …