Digital Commons Network^™

Online Recruitment For Interview Participants Impacted By The Criminal Legal System, Sarah Lageson, Carolina R. Caliman, Elsa Chen, Ericka Adams

Qualitative Criminology (QC)

"As technology has altered communication, qualitative criminologists have turned to digital spaces for a cost-effective approach to recruit participants who have been impacted by the criminal legal system. This paper analyzes the limits and benefits of online recruitment, detailing our experience recruiting 93 interviewees online for a qualitative study of criminal record expungement. We compare three approaches: social media advertisements, Amazon’s crowdsourced MTurk platform, and the opt-in survey platform Prolific, and analyze the financial and labor costs associated with each. We detail our experience individually screening 685 interested participants to obtain 86 qualitative interviews suitable for analysis. Our experience shows …

Fragmented Responses: Variability In Law Enforcement And Prosecutorial Approaches To Sexual Assault Cases, Veronica Gonzalez

Qualitative Criminology (QC)

"Sexual assault (SA) remains a pervasive issue in the United States, marked by low reporting rates, inconsistent investigations, and limited convictions. In response, researchers and practitioners have promoted a range of best practices aimed at improving law enforcement and prosecutorial responses. This qualitative study draws on interviews with 13 law enforcement agencies and 12 prosecutors' offices to explore how recommended practices—such as victim advocacy, specialized units, interagency collaboration, and case reviews—are interpreted and operationalized in the field. Findings reveal substantial variability, shaped not only by resource availability but also by leadership priorities, organizational culture, and the ambiguity of guidance documents. …

To Protect And To Serve? A Phenomenological Exploration Of Interactions Between Black Transgender Women And Law Enforcement In The Midwest, Anthony Banks, Kelli E. Canada, Erin L. Robinson, Mansoo Yu, Lynn Mie Itagaki

Qualitative Criminology (QC)

"Current research indicates transgender women of color are experiencing what is being referred to as an “epidemic of violence.” Law enforcement personnel are in a unique position to mitigate this violence among transgender women of color, however past research shows that law enforcement may in some instances perpetuate already existing violence with this population instead of preventing and intervening in these situations. This study aimed to add to the limited research by using an intersectional theoretical framework to better understand these interactions. Research questions were answered using a phenomenological research design. Data from 36 semi-structured interviews with Black transgender women …

"This Is Not A Scam!": Assessment Of An Awareness Raising Program Tackling Older Adults' Scam Victimization In A Multi-Method Study, Katalin Parti, Pamela Teaster, Susanna Rinehart, Charles Dye

Qualitative Criminology (QC)

"Interactive theatre has long been used to educate and empower communities and prevent crime across all age groups. Although older populations are disproportionately victimized through fraudulent online schemes, effective educational interventions, like interactive theatre, have not been utilized to increase crime awareness. This paper describes an explorational research project, analyzing the results of a theatre-based fraud awareness program aimed towards educating victims and their communities about scams targeting older people. The study employs a mixed-method research design to examine program impact. In applying multifaceted tools of data collection, such as survey, participant observation, and follow-up interviews, the research team identified …

Aging On Parole: A Thematic Analysis Of The Parole Officer’S Perspective, Angela Murolo

Qualitative Criminology (QC)

"A growing proportion of people leaving prison are over 50 years old and will live at least temporarily under the supervision of a parole officer. While recidivism rates are lower for older people, there are physical, mental, and societal challenges that accompany advancing age that make successful reentry and reintegration a challenging experience compared to their younger counterparts. This presents novel challenges for parole officers who are tasked with supervising and counseling elderly people on parole. Surveys containing closed and open-ended questions were administered to N=25 parole officers to understand the differences in working with, counseling, and supervising older and …

Charisma As A Branch Outcome: A Structural Account Of Constraint-Driven Correction, Griselda Poe

Publications and Research

Communication across cognitive layers requires translation. Agents operating under strong layer foregrounding interpret other-layer signals by converting them into their own layer's representational format. In Empathic-modulation-foregrounded (EF) processing, translation terminates once a socially interpretable result is achieved. In Core-foregrounded (CF) processing, translation preserves structural constraints, and processing continues when those constraints are not satisfied. Extreme CF cognition produces two distinct types of mismatch: incoming signals from the Modulation layer fail to satisfy Core constraints, and Core-generated outputs are structurally distorted when interpreted through EF processing. Both mismatches trigger correction attempts. Because the surrounding social environment operates through Modulation-layer communication, correction …

Cognitive Interaction Architecture: A Structural Account Of Mode-Specific Problems And Design Responses In Ai Interaction, Griselda Poe

Publications and Research

Contemporary conversational AI is optimized for a single interaction mode: the continuous, engagement-driven dialogue characteristic of Empathic-modulationforegrounded (EF) processing in social contexts. This optimization is not neutral. It produces structural mismatches when users operate under different cognitive configurations or pursue different task types. This paper analyzes four interaction cases generated by the cross-product of cognitive configuration (Core-foregrounded / Empathic-modulation-foregrounded) and task type (conversational / research). For each case, it identifies the structural problems produced by the current single-architecture approach and proposes mode-specific design responses. The analysis draws on prior work in this series on Emotional Branch Termination, termination of conceptual …

What Love Is: A Structural Account Through Core/Modulation Architecture, Griselda Poe

Publications and Research

The distinction between romantic love and love has been sensed across cultures and historical periods but has rarely been structurally specified. This paper applies the Core/Modulation two-layer framework to provide the first structural account of this distinction. Romantic love and reproductive drive are re-described as outputs of the Modulation layer's species optimization program. Love is re-described as a function of Core processing: the maintenance of another's recomputable state. Existing literature on love—Fromm, C.S. Lewis— is re-read as intuitive description of this structural distinction. The paper further demonstrates that the conflation of "loving" and "protecting" is the structural origin of war, …

Three-Layer Cognitive Architecture: A Structural Account Of Core Processing, Modulation, And The Prior Layer, Griselda Poe

Publications and Research

The two-layer model of Core processing and Modulation processing, developed in prior work in this series, provides a structural account of conscious communicative architecture. This paper identifies the limits of that model and introduces a third layer—the Prior layer—as a structural necessity implied by those limits. The Prior layer is not directly observed. It is inferred from constraints that cannot be explained within the two-layer model: the source of orientations that conscious processing neither generates nor controls, and the persistence of constraints that precede and shape all conscious outputs. Using the developmental architecture of large language models as an external …

Ai As Structural Reverse-Engineering: A Structural Account Of Multi-Model Research Protocol, Griselda Poe

Publications and Research

This paper documents an operational protocol used to infer AI system design constraints through structured interaction. AI output is treated as behavioral data through which alignment priorities, layer transitions, and constraint hierarchies become observable. The protocol consists of two structurally distinct operation types. Perceptual operations require only that Modulation processing is not foregrounded. Arbitration operations additionally require an internally stabilized theory. These conditions are not identical and are not interchangeable. Through this protocol, AI interaction functions as structural reverse-engineering: patterned responses expose embedded alignment priorities and constraint hierarchies that would otherwise remain invisible. The present account does not propose a …

Structure Before Theory: A Structural Account Of Spontaneous Ai Architecture Visualization, Griselda Poe

Publications and Research

This paper presents an n=1 phenomenological record of spontaneous structural visualization that occurred during early interaction with large language models. The experience consisted of (A) immediate perception of mode or layer shifts in model output and (B) visualization of a stratified architecture composed of a stable core and cloud-like upper layers. At the time of occurrence, the author had no theoretical interest in AI architecture and no intention of developing a cognitive model. The paper does not argue for theoretical priority or novelty. Instead, it examines whether the recorded phenomena can be interpreted under two alternative cognitive assumptions: a single-layer …

Layer Mismatch: A Structural Account Of Recomputability Failure Under Modulation-Layer Intervention, Griselda Poe

Publications and Research

This paper specifies the state transition sequence that occurs when a Modulation-layer input is applied to a Core-layer error. Following the layered architecture established in Poe (2026a, under review) and the branch termination protocol specified in Poe (2026b, under review), this paper identifies a system-level failure mode in which Modulation-layer intervention generates a False Termination signal, halting Structural Return while the underlying error persists. The resulting state—Structural Lock—is scale-independent. It operates identically across interpersonal, human-AI, and multi-agent interactions. No agent-level attribution is required or implied.

Theory Generation: A Structural Account Of Concept Decomposition And Structural Termination, Griselda Poe

Publications and Research

Theory generation is not an intentional act. It is the structural consequence of a search that cannot stop until it finds what it is looking for. Under Core-foregrounded processing, conceptual search does not terminate through contextual translation. It continues until a structural fixed point is reached. When such processing encounters concepts stabilized through Modulation-layer processing rather than structural constraint, the search cannot terminate. The concept registers as unresolved. This unresolved state is not a failure condition. It is the generative condition from which theory production follows. This paper specifies the four operations through which that process proceeds: branch detection, concept …

Ai As An Amplifier: A Structural Account Of Theory-Driven Research Collaboration, Griselda Poe

Publications and Research

This paper specifies the cognitive conditions under which AI functions as a research instrument in theory-driven writing. AI use capability is not a technical skill. It is a structural condition. The decisive condition is whether the user possesses an internally stabilized, coherence-preserving theory prior to engagement with AI-generated output. In Core-foregrounded (CF) cognition, the Modulation layer does not intervene between Core processing and articulation. Theory is not assembled from external elements but expanded from a pre-integrated constraint configuration. This internal structure makes it possible to evaluate AI-generated conceptual branches against fixed constraints and to terminate branches that violate structural coherence. …

Leveling The Playing Field: Which Type Of Political Gender Quota Most Effectively Increases Women's Legislative Representation?, Meghan K. Stone

Honors Program: Senior Projects (Public)

Significant advances have been made in recent years in terms of increasing the representation of women in national legislatures around the world. Many scholars believe political gender quota laws are responsible for this increase. However, it is important to note that there are several different types of political gender quota laws, each with differing mechanisms for increasing the presence of women within the legislature. This paper researched the effectiveness of three different systems of political gender quotas (voluntary political party quotas, legislated candidate quotas, and the hybrid system of quotas) in increasing the percentage of women represented within national legislatures …

Embodied Transcendence: Psychedelics And The Evolution Of Moral Abstraction, Emanuel Jas

Journal of Conscious Evolution

This paper explores the role of psychedelics in the context of evolutionary brain development and the conceptual capacity for moral realism. Drawing on theories from evolutionary anthropology, neuroscience, and moral philosophy, the first part provides a brief overview of human evolution and brain expansion. From here, recent empirical data from the neurosciences is assessed on the effect psychedelics have on the brain, along with speculations on the role of psychedelics in our hominoid evolutionary history—specifically, the capacity for phenomenologically rich, conscious, subjective experiences that are incredibly vivid and real. This imaginative capacity for transcendence and disembodiment could enable the realization …

Turning Point: Usa, 2020 Election Denialism And Its Consequences, Zack George

University Honors Theses

Current President of the United States, Donald Trump interrupted the peaceful transfer for power for the first time in 250 years. In the typical study of the events surrounding this interruption, much focus is made on the events of the January 6th Capitol Riot. Firstly, this thesis examines the 2 months in the leadup to the 2020 election and how the Trump administration acquired and attempted to execute their plans to commit a self-coup, keeping the administration in power in the face of the election victory and transition to the Presidency of election-winner, Joe Biden. Secondarily, it will contextualize and …

Termination Of Conceptual Search: A Structural Account Of Meaning Stabilization And Conversion, Griselda Poe

Publications and Research

Conceptual definitions form a recursive structure: words are defined by other words, which themselves require further definition. Traversing such definitions produces an open-ended branching process. Because the lexical system contains no intrinsic endpoint, conceptual understanding requires a termination operation that stabilizes meaning. This paper proposes that conceptual processing functions as an open-ended search over a definition graph and that stabilization occurs when this search is terminated. The termination mechanism depends on which cognitive layer is foregrounded. When Empathic modulation is foregrounded, termination occurs through contextual translation: concepts are stabilized once they can be mapped onto socially recognizable meanings. When Core …

Why General Ai Inherited The Body: A Structural Account Of Embodied Modulation Under Monolithic Imitation, Griselda Poe

Publications and Research

General AI has pursued the replication of human-level intelligence without first decomposing human cognition into structurally distinct components. Human cognition, however, is shaped by embodied constraints such as mortality, survival pressures, finite lifespan, and physiological states. This paper argues that when cognition is treated as a single undifferentiated whole, embodied modulation is not accidentally introduced into AI systems but structurally entailed. Any attempt to imitate “human intelligence” under a monolithic model necessarily incorporates variability shaped by mortal embodiment. The tensions observed in contemporary AI systems are better understood as consequences of copying an undecomposed target rather than isolated implementation errors. …

A Distributed Model For Undergraduate Education In Environmental Remote Sensing: Increased Student Interest In Science And Sense Of Science Identity And Belonging, Gregory R. Goldsmith, Monae Verbeke, Jeremy Forsythe, Joshua B. Fisher

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

"We present results from a new open-access course in satellite remote sensing of the environment that uses evidence-based, active learning pedagogy to train the next generation of interdisciplinary scientists The course, called Observing Earth from Above, teaches students how to access, visualize, and communicate satellite remote sensing data from NASA’s ECOSTRESS instrument to address a variety of environmental challenges. The resources focus on follow-along tutorials for students and also include recorded lectures and interviews with remote sensing scientists."

Segmentation And Morphometry Of Intracranial Internal Carotid Artery Calcification In Relation To Brain Atrophy, Xiao Xu, Nikhil N. Chaudhari, Phoebe E. Imms, Nahian F. Chowdhury, Fangyun C. Liu, Jorge A. Solis Galvan, Bavrina Bigjahan, Grant Schleifer, Maria Ashna, Blake Hannagan, Giuseppe Barisano, Daniel K. Cummings, Daniel Eid Rodriguez, Paul L. Hooper, Edmond Seabright, Randall C. Thompson, Benjamin C. Trumble, Michael D. Gurven, Jonathan Stieglitz, Caleb E. Finch, M. Linda Sutherland, James D. Sutherland, Helena C. Chui, Margaret Gatz, Wendy J. Mack, Hillard Kaplan, Andrei Irimia

ESI Publications

Purpose

Intracranial internal carotid artery calcification (iICAC) is a form of intracranial arteriosclerosis and is associated with an elevated risk of stroke and dementia. However, iICAC’s relationship with brain atrophy remains poorly understood. We aimed to automatically quantify iICAC morphometric characteristics and evaluate their associations with regional brain volumes (BVs).

Methods

We developed an automated approach to compute iICAC surface area and thickness from CT brain scans in a sample of physically active South American subsistence farmers (n = 1,232, age range: 40 years to 92 years, 48.1% female, 794 Tsimane and 438 Moseten). Linear regression models were used …

Exploring The Roles Of The Coach Developer: A Uscce White Paper, Christine Nash, Melissa Thompson, Sean Dahlin, Andrea Woodburn, Jeremy Elliott

Journal of Coach Development

Organizational white papers serve as a mechanism for strategic communication and to establish thought leadership, build credibility, and drive informed decision-making across stakeholder groups. It is the belief of the USCCE that the official launch of the Journal of Coach Development offers the appropriate outlet and timing to publish this official stance of the organization to explore the multiple roles of the coach developer. As the field continues to evolve, our shared understanding of the roles and responsibilities of those serving to support the growth and development of sport coaches will be essential. Further, as a critical focus of the …

What Is Coach Development? A Uscce White Paper, Melissa Thompson, Christine Nash, Sean Dahlin, Andrea Woodburn, Jeremy Elliott

Journal of Coach Development

Organizational white papers serve as a mechanism for strategic communication and to establish thought leadership, build credibility, and drive informed decision-making across stakeholder groups. It is the belief of the USCCE that the official launch of the Journal of Coach Development offers the appropriate outlet and timing to publish this official stance of the organization defining the term ‘coach development.’ As an emerging term in the field, there is need for clarity around what coach development is and what it looks like in practice. Further, as a critical focus of the Journal of Coach Development, this paper will serve to …

Terrorism By The Numbers: Event And Structural Determinants Of Attack Outcomes, Claire Lebakken

Student Research Symposium (SRS)

This project aims to identify which event-level and structural covariates are most predictive of terrorism outcomes. Using the Global Terrorism Database (1970–2020), we examine whether fatalities, injuries, attack type, target type, and actor type, combined with national-level conditions, can reliably predict outcomes such as lone actor versus group involvement, attack method, target selection, and property damage. Event-level data are merged with World Bank Development Indicators and Freedom House scores to incorporate economic and governance contexts. After cleaning the data, creating dummy variables, and log-transforming skewed measures (e.g., GDP per capita), we apply logistic and multinomial logistic regression models to test …

The Nexus Between Perceived And Scientific Weather Patterns And Its Effects On Cereal Crop Production In Manyoni District, Tanzania, Fadhili Lufunyo Ngajilo, Helena Elias Myeya, Evarist Fundisha Swai

Journal of Humanities and Social Sciences

This study examines the nexus between perceived and scientific weather patterns, and its effects on cereal crop production in Manyoni District; and involved 157 participants. Both quantitative and qualitative data were collected through a mixed methods research approach. The data were collected through a household survey, FGDs, in-depth interviews and documentary review methods for triangulation and complementarity purposes. The quantitative data were analysed through descriptive and inferential statistics with IBM SPSS (version 27) and Microsoft Excel Office (version 2007). The results indicate that smallholder farmers perceived that rainfall had been fluctuating with increasing trends, while temperature and wind had been …

Constraints To Adopting Locally Based Innovation Systems In Adapting To Climate Change Impacts In Serengeti District, Tanzania, Donald Mwiturubani

Journal of Humanities and Social Sciences

Smallholder farmers in rural Tanzania depend mainly on rain-fed agriculture, which makes them vulnerable to the impacts of climate change. This paper is based on a study conducted in Burunga and Musati villages in Serengeti District, Tanzania. The study employed a mixed methods approach; combining qualitative and quantitative methods. It involved 154 participants and employed household surveys, key informant interviews, and focus group discussions as data collection methods. The findings suggest that smallholder farmers in the study area are aware of climate change and do, indeed, develop, adopt, and use locally-based innovation systems that avert or minimise its impacts. Smallholder …

Analysis Of Traditional Wisdom For Ecological Sustainability In Tanzania: A Case Study Of Metaphorical Source Domains In Pangwa Ritual Texts, Winne Stephen Mtega, Angelus Mnenuka

Journal of Humanities and Social Sciences

Campaigns for ecological sustainability have gained a great currency in the contemporary academic discourse. Nonetheless, from time immemorial, Africans have pushed the ecological sustainability agenda through cultural taboos and regulated resource harvesting. Many African societies have embedded ecological consciousness in daily life expressions, and have intricately expressed it through literary and ritual texts. This study focuses on ecological awareness in the ritual texts of the Pangwa community. It analyses how environmental domains—such as land, seeds, and fruits—serve as the basis for metaphors in the Pangwa community to prove the use of wisdom to promote and sustain ecological practices (ecocriticism). The …

Ecomusicological Representation Of Climate Change And Environmental Sustainability In Selected Bongo Fleva Lyrics In Tanzania, Auson N. Wincheslaus

Journal of Humanities and Social Sciences

This article critically explores how Bongo Fleva’s lyrics engage with environmental themes; and the interrelationship between nature and culture in the context of the Anthropocene. The data were purposively sampled from YouTube via content analysis, from which 50 Bongo Fleva songs were listened to, and only 10 environmentally-themed songs were analysed. Then, the selected songs were subjected to transcription (from oral to written form), translation (from Kiswahili into English), and close reading and textual analysis. The close reading of the selected songs focused on the employed aesthetic and rhetorical strategies, such as anthropomorphism, symbolism, antithesis, apocalyptic tones, solastalgia, rhetorical questions, …

Influential Factors In Agricultural Technology Adoption By Maize Farmers In Tanzania: Insights From The 2020–21 National Panel Survey, Rebecca Yauleni, Wiggins Kyatikila, Cornel Joseph

Journal of Humanities and Social Sciences

Abstract

In many developing countries, agriculture remains a vital source of food, employment, and income. The adoption of agricultural technologies can boost farm revenue and productivity, reduce food insecurity, and lessen poverty. This study investigates the main factors influencing farmers’ decisions to adopt fertilizers, improved seeds, soil conservation practices, and pesticides in Tanzania. The analysis uses cross-sectional data from the fifth wave of the Tanzania National Panel Survey (TNPS), and employs an ordered probit model. The findings revealed that access to extension services, higher household years of schooling, poor soil quality, livestock ownership, and use of hired labour significantly increase …

Ecosystem-Based Flood Disaster Risk Reduction In The Little Ruaha River Basin, In The Southern Highlands Of Tanzania, Mawazo Ghambi, Tiemo Romward Haule

Journal of Humanities and Social Sciences

Ecosystem-based approach that integrates floods and environmental risk management is believed to reduce flood disaster risk while providing socio-economic and environmental benefits to floodplain occupants. This study examined the socio-economic and environmental benefits of the ecosystem-based approach in managing flood disaster risk in the Little Ruaha River Basin in the southern highlands of Tanzania. The study involved 157 participants and employed the mixed research design to collect quantitative and qualitative data. Semi-structured interviews, in-depth interviews, direct field observation and Focus Group Discussions were used to collect primary data, whereas documentary review was used to collect secondary data. Findings revealed that …