Digital Commons Network^™

A Rationale For Social Return On Investment, Catherine Ipsen, Christopher Clapp, Jordan A. Costello

Employment

This fact sheet compares the utility of two different return on investment (ROI) models for assessing the value of VR services. In this fact sheet, the research team compares data from the Virginia VR program to demonstrate differences between the social and taxpayer ROI models and makes a case for using social ROI for assessing VR services.

Examining Clinical Educators’ Readiness For Artificial Intelligence In Medical Education: An Exploratory Qualitative Study, Tim Murphy, Ginger Vaughn, Rob E. Carpenter, Benjamin Mckinney, Rochell Mcwhorter

Human Resource Development Faculty Publications and Presentations

Artificial intelligence (AI), treated in this study as an umbrella term for AI-enabled clinical and educational technologies rather than as a single platform, is reshaping medical education, including how diagnostic skills, treatment planning, and patient care are taught. This study examines AI integration in medical education through the perceptions and readiness of clinical educators. Guided by the Unified Theory of Acceptance and Use of Technology, the study explores factors influencing AI adoption in medical training, including performance expectancy, effort expectancy, social influence, and facilitating conditions. In this exploratory study, semi-structured interviews were conducted with 15 clinical educators in the south-central …

The Risk Protection Value Of “Moral Hazard”, Angie Acquatella, Victoria Marone

Cowles Foundation Discussion Papers

Health insurance lowers the out-of-pocket price of healthcare, and it is well-established that this leads to higher utilization of care. This manifestation of “moral hazard” is typ ically viewed as a social cost of insurance. Within a standard model, this paper shows that a consumer’s ability to change her behavior in response to insurance can also play a central role in the ability of insurance to protect her from risk. We provide a theoretical characterization of this channel and quantify its importance empirically. Under stan dard parameterizations and estimates in the literature, we find that insurance-induced healthcare utilization can account …

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.

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 …

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 …

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 …

Developing And Sustaining Indigenous Nursing Leadership: The Heal Southwest Leadership Cohort, Cristina Rivera Carpenter, Adriann Begay

Indigenous Health Posters and Presentations

While Indigenous Peoples represent 2.9% of the total United States (US) population (Office of Minority Health, 2025), only 0.4% of the 4.7 million Registered Nurses (RN) in the US are Indigenous (AACN, 2024). This disparity in nursing representation impacts healthcare delivery and access in Indigenous communities. Healthcare services in Indigenous communities, such as those provided through Indian Health Services (IHS) and 638 facilities, often face high vacancies and high turnover rates (Kruse 2022). There are gaps in mentorship, professional development, community of practice, and available curriculum to practicing Indigenous Nurses who serve their communities. These gaps must be addressed to …

The Roles Of Shame In Ex-Christians' Personal Experiences And Deconversion Journeys, Anaya Bruno

Florida Atlantic Undergraduate Research Journal

Although the benefits of religion on individuals’ mental wellbeing have been well-studied, research exploring aspects of religion that may prove harmful to mental wellbeing is limited. This study explores the roles of shame in the experiences of ex-Christians that led to their deconversion. The study’s results have implications for understanding the experiences of religious trauma, considering that chronic shame has been linked to the development of trauma. Respondents, recruited via Reddit, answered survey questions about the ways in which they perceived shame to influence their religious experiences, personal experiences, and religious deconversion. Inductive thematic analysis was utilized to derive themes …

Man, Cut The Crop: Effects Of Cropectomies On Survival And Behavior In Drosophila Melanogaster, Emily Peraza

Florida Atlantic Undergraduate Research Journal

The gut-brain axis mediates communication between the digestive and nervous systems to regulate physiology and behavior. Its dysfunction profoundly impacts human health and causes disease. Region-specific hormones and neurotransmitters in the digestive system respond to several processes to signal the brain, but the mechanisms of gut-brain signaling are not fully defined. Drosophila melanogaster is a powerful model for studying gut biology by showing remarkable similarity to mammalian digestive systems, as both regulate energy by distributing nutrients. We refined a minimally invasive surgical protocol to remove the crop from adult flies. We then utilized the Activity Recording CAFE (ARC) and Drosophila …

Exploring Gender Differences In Perceptions Of Ai's Impact On Social Media, Samkit Bothra

Florida Atlantic Undergraduate Research Journal

Artificial Intelligence (AI) is increasingly shaping social media through content personalization and moderation, raising questions about its influence on public opinion and trust in digital news. Gender plays a key role in shaping perceptions of AI’s impact, with men and women potentially viewing its applications differently. This study explored gender-based perspectives on AI’s role in social media, focusing on its effects on information credibility and privacy. Data from 155 participants, collected via Amazon Mechanical Turk, were analyzed using IBM’s SPSS. The first hypothesis proposed that women would be more skeptical than men about AI's use in news, citing greater concerns …