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Articles 3421 - 3450 of 12760
Full-Text Articles in Social and Behavioral Sciences
C-Tran Bus Stop Accessibility Action Plan, Grace Alston, Michelle Auster, Zoe Beckley, Noah Crawford, Ryan Gallo, Angelique Wallmann
C-Tran Bus Stop Accessibility Action Plan, Grace Alston, Michelle Auster, Zoe Beckley, Noah Crawford, Ryan Gallo, Angelique Wallmann
Master of Urban and Regional Planning Workshop Projects
Project Background
C-TRAN is the regional public transportation provider for the Clark County Public Transportation Benefit Area in Southwest Washington, providing connections to the Portland, Oregon, metro region. C-TRAN connects people to opportunities, supports economic vitality, and enhances the quality of life for the community.
The challenge - 66% of C-TRAN’s bus stops are non-ADA compliant, C-TRAN’s existing capital investment strategy lacks community input and a multi-year application.
The Opportunity - Our Bus Stop Accessibility Action Plan will leverage community engagement and social metric data to develop a long-term investment strategy.
Investigating Potential Bias In Public Acceptance Of Restorative Justice: The Influence Of Situational And Offender Characteristics, Kiara Haynes
Student Theses
Restorative Justice has been an emerging justice mechanism in the U.S. since the 1970s that advocates are working to expand more widely throughout the justice system. Due to victims and the broader community of the offender being an integral part of the Restorative Justice process, it is critical to consider the general public's support of this novel justice mechanism, as well as the influence that social biases among the public may have on the experience of defendants going through the system. The study conducted examined the effect that social biases toward an offender's personal characteristics have on attitudes and opinions …
The Security Of Llm-Generated Code, Christopher Brian Gonzalez Ayala
The Security Of Llm-Generated Code, Christopher Brian Gonzalez Ayala
Student Theses
The rapid adoption of Large Language Models (LLMs) in software development has transformed coding practices by enabling automated code generation, completion, and optimization. Despite these advantages, concerns persist regarding the security and reliability of LLM-generated code. This study presents a comprehensive evaluation of both the functional correctness and security of code produced by three prominent LLMs as of early 2026. A total of 4,800 code snippets were generated using 100 security-focused programming prompts derived from the OWASP Top 10:2025, translated across eight natural languages and two phrasing styles (literal and natural developer-oriented prompts). To assess performance, a multi-stage experimental framework …
Adversarial Robustness Of Perceptual Hashing Systems: A Unified Security Evaluation Framework, Avijit Roy
Adversarial Robustness Of Perceptual Hashing Systems: A Unified Security Evaluation Framework, Avijit Roy
Student Theses
Social network platforms, child safety organizations, and image provenance systems use perceptual hashing to identify known child sexual abuse material (CSAM), support content moderation and reverse image search, and verify image integrity. Perceptual hashing works by producing similar fingerprints for visually similar images, even after common transformations such as compression, resizing, or minor brightness changes. This useful similarity-preserving property also creates an adversarial attack surface, as attackers can use AI-assisted or conventional image manipulation techniques to move a hash across a matching threshold while maintaining visual similarity, often without access to specialized hardware.
The security failures produced by adversarial attacks …
A Qualitative And Quantitative Comparative Analysis Of Ballistic Bone Trauma From Frangible And Full Metal Jacket Projectiles, Hajar S. Hassan
A Qualitative And Quantitative Comparative Analysis Of Ballistic Bone Trauma From Frangible And Full Metal Jacket Projectiles, Hajar S. Hassan
Student Theses
Ballistic bone research is essential as 90% of homicides with the use of a firearm include injuries to bone. Forensic anthropologists use ballistic bone trauma to gather details and reconstruct an event, but ballistic bone trauma depends on many intrinsic and extrinsic factors. These factors include the type of bone, the type of firearm, and the type of ammunition. As new ammunition and firearms emerge, the literature on ballistic bone trauma remains limited. This novel study compares the bone trauma from the most common projectile, the full metal jacket, to a frangible projectile which is made to break upon impact. …
Walking The Path Of Conocimiento: Understanding And Navigating Workplace Conflict Through A Chicana Feminist Lens, Elisa A. Ortega-Schultz
Walking The Path Of Conocimiento: Understanding And Navigating Workplace Conflict Through A Chicana Feminist Lens, Elisa A. Ortega-Schultz
Dissertations
The growing presence of Latinas in the U.S. workforce underscores the need for deeper understanding of their workplace experiences. Latinas represent one of the fastest growing segments of the labor force; however, research consistently shows that this growth is not matched by equitable access to leadership, compensation, or culturally responsive workplace environments. Latinas continue to experience persistent barriers related to pay inequity, career advancement, cultural belonging, and overall well-being.
Conflict frameworks that account for the unique experiences of Latinas are needed, as dominant approaches rooted in neutrality, procedural efficiency, and Western individualism often fail to account for the embodied, relational, …
The More Things Change...Reaffirming Our Commitment To Cil’S Core Values, Jane Hammons, Laureen Cantwell-Jurkovic, Jessica Denke, Allison Hosier, Sarah Lemire
The More Things Change...Reaffirming Our Commitment To Cil’S Core Values, Jane Hammons, Laureen Cantwell-Jurkovic, Jessica Denke, Allison Hosier, Sarah Lemire
Communications in Information Literacy
The new co-editors of Communications in Information Literacy reaffirm their commitment to the journal's values.
Less Prep, More Presence: Implementing Pattern Teaching In Library Instruction Lesson Planning To Reduce Stress, Liana Bayne-Lin
Less Prep, More Presence: Implementing Pattern Teaching In Library Instruction Lesson Planning To Reduce Stress, Liana Bayne-Lin
Faculty Scholarship
As a liaison librarian at an R2 university, I support three STEM departments in their teaching and learning needs. Like many liaison librarians, one of the main activities I do to provide that support is guest lecturing in classes on information literacy topics like finding, using, evaluating, and citing scientific information sources. Like many liaison librarians, I didn't get a lot of pedagogy instruction in library school, and had to learn by doing during my first year. And, like many teaching librarians, my desire to connect with my students in a genuine, authentic way is deep.
Going into the second …
Understanding Formal Financial Access In Indonesia: Evidence From Micro Data, M. Aulia Rachman, Yozi Aulia Rahman, Maulida Dewi Pangestika, Risanda Alirastra Budiantoro
Understanding Formal Financial Access In Indonesia: Evidence From Micro Data, M. Aulia Rachman, Yozi Aulia Rahman, Maulida Dewi Pangestika, Risanda Alirastra Budiantoro
Economics and Finance in Indonesia
This study examines the determinants of access to formal financial institutions using secondary household survey data from Indonesian Family Life Survey, Wave 5 (IFLS-5). Logistic regression analysis reveals that loan amount, savings, education level, age, housing status, and internet usage are positively and significantly associated with greater access. Individuals with higher savings, higher education, and homeownership exhibit a higher probability of utilizing formal financial services. Although the significance of internet usage varies across models, it remains a strong predictor when properly controlled, particularly due to its role in enhancing digital literacy. In contrast, income and health insurance ownership do not …
Issue 24: Reducing Bias In Border Technology: Policy Recommendations For The Equitable Implementation Of Facial Recognition Technology At Canadian Borders, Aniela Kola, Menka Belanger, Rukaiya Merchant
Issue 24: Reducing Bias In Border Technology: Policy Recommendations For The Equitable Implementation Of Facial Recognition Technology At Canadian Borders, Aniela Kola, Menka Belanger, Rukaiya Merchant
International Migration Research Centre
No abstract provided.
Trace: Temporal Rhetorical Analysis And Consistency Evaluation For Legislative Speech, David Hernandez
Trace: Temporal Rhetorical Analysis And Consistency Evaluation For Legislative Speech, David Hernandez
Master's Theses
Legislators frequently discuss the same policy issues across multiple hearings and legislative sessions, sometimes maintaining consistent positions and other times modifying or reframing their stance over time. Understanding how these positions evolve is important for analyzing political discourse and democratic accountability, yet identifying such shifts at scale remains difficult.
We introduce TRACE (Temporal Rhetorical Analysis and Consistency Evaluation), a system built on the Digital Democracy Database (DDDB) for detecting rhetorical inconsistency in California legislative hearing testimony. TRACE organizes utterances into speaker-anchored timelines indexed by bill and session, then applies hybrid semantic retrieval — combining dense BGE embeddings with BM25 lexical …
Conga Santiaguera: A Century Of Innovation And Competition, Nick Herman
Conga Santiaguera: A Century Of Innovation And Competition, Nick Herman
Dissertations, Theses, and Capstone Projects
Santiago de Cuba is home to the island’s biggest, oldest, and most famous carnival. Any local resident will confirm that “sin conga no hay carnaval (without conga there is no carnival).” In Santiago, conga refers to a vibrant street procession, the music that drives it, and the ensemble that makes the music. Conga Santiaguera: A Century of Innovation and Competition presents a musical history of the conga from roughly 1910 to 2010. This project, https://cuny.manifoldapp.org/projects/conga employs an eBook, musical analysis, oral histories, and audiovisual media to show how the conga has been constantly reinvigorated by innovation, competition, and Afro-Diasporic …
Temporal Integration In Music And Aesthetic Judgments: Assessing Musical Taste Through A Transformer-Based Approach, Sophia M. Senderak
Temporal Integration In Music And Aesthetic Judgments: Assessing Musical Taste Through A Transformer-Based Approach, Sophia M. Senderak
Dissertations, Theses, and Capstone Projects
Music unfolds over time, requiring listeners to integrate information moment by moment to make aesthetic judgments. Although we know that music is likely processed on multiple timescales, it is not known which musical features contribute to short versus long timeframes. This study examined whether a computational measure of temporal integration could help explain aesthetic responses to music. Participants (N = 28) listened to 32 sixty-second clips of classical and electronic music, and continuously rated their enjoyment with a dial. After listening, they then gave an overall liking judgment for each clip. To quantify temporal integration, we derived an integration measure …
Lethal Autonomous Weapons Systems And The Principles Of Distinction And Proportionality, Nicholas Cromie
Lethal Autonomous Weapons Systems And The Principles Of Distinction And Proportionality, Nicholas Cromie
Dissertations, Theses, and Capstone Projects
Lethal Autonomous Weapons Systems (LAWS) challenge the core principles of International Humanitarian Law (IHL), distinction and proportionality, by delegating life-and-death decisions to algorithms rather than human judgment. This dissertation examines whether LAWS can conform to these principles and, if so, under what conditions. Through process tracing, the study traces the historical integration of disruptive weapons technologies, including chemical, biological, nuclear, and armed drones, into IHL-compliant frameworks or their exclusion via prohibition. Each case reveals distinct pathways: outright bans for indiscriminate or inherently inhumane systems (chemical and biological weapons), normative restraint and limited acceptance despite destructive power (nuclear weapons) and phased …
Goddess In A Trash Can: Religious Ritual Disposal In New York City Public Parks, Zoe Oro-Hahn
Goddess In A Trash Can: Religious Ritual Disposal In New York City Public Parks, Zoe Oro-Hahn
Dissertations, Theses, and Capstone Projects
Practitioners of Afro-Caribbean religions, including Santería, Vodou, Espiritismo, and Las 21 Divisiones, utilize the New York City Public Parks system to hold rituals, connect with spirits and ancestors, and dispose of religious remains leftover from trabajos (workings) and brujería (witchcraft). Utilizing photos from Van Cortlandt Park in the Bronx, my thesis considers the religious, political, social, and practical rationale behind this phenomenon, explores the rituals occurring, and provides policy suggestions that balance religious needs of practitioners with the safety and wellbeing of New York City’s parks.
Neural Correlates Of Recognition Memory And Metamemory In Breast Cancer Survivors: An Event-Related Potential Study, Dishari Zaman Azad
Neural Correlates Of Recognition Memory And Metamemory In Breast Cancer Survivors: An Event-Related Potential Study, Dishari Zaman Azad
Dissertations, Theses, and Capstone Projects
Breast cancer survivors (BCS) often report noticeable cognitive difficulties despite showing limited impairment on standardized neuropsychological tests. Some have theorized that this is simply an insensitivity of standardized testing to subtle cognitive changes (test-insensitivity hypothesis), whereas others have suggested there are early neural changes that are detected by patients but precede detection by these tests (early signal hypothesis) or that when they achieve normal performance, it is through saliently effortful compensatory processes (compensation hypothesis). The present study tested these theories by assessing metamemory and recognition memory retrieval in BCS and non-cancer controls (NCC) using both behavioral and event-related potential (ERP) …
A Hot Topic: Congressional Polarization And Climate Change, Mercedes R.P. Wilby
A Hot Topic: Congressional Polarization And Climate Change, Mercedes R.P. Wilby
Dissertations, Theses, and Capstone Projects
Scholars offer competing explanations for how congressional polarization develops and operates. The literature variously points to shifting agendas, procedural change, or member adaptation or replacement. In this project, I study how congressional polarization occurs by asking what mechanisms account for the emergence of climate policy polarization. Climate policy is a useful test case to evaluate these competing theories. As a relatively low-salience, highly technical issue that is neither new nor inherently ideological, it is not an obvious candidate for deep partisan division. Yet climate policy has become sharply polarized, extending partisan disagreement even to the underlying science.
In order to …
Implicit Attitudes Toward Hearing Aid Visibility: Conspicuous Versus Inconspicuous Hearing Aid Colors, Orly R. Ames
Implicit Attitudes Toward Hearing Aid Visibility: Conspicuous Versus Inconspicuous Hearing Aid Colors, Orly R. Ames
Dissertations, Theses, and Capstone Projects
Hearing aid stigma remains a significant barrier to treatment uptake, with device visibility frequently identified as a contributing factor. Although prior research has examined visibility in relation to hearing aid size and style, the role of color as a distinct aesthetic dimension has not been systematically investigated. The present study assessed whether hearing aid color affects implicit and explicit attitudes toward hearing aids and whether such evaluations differ across contexts. Twenty-six adults who were not current hearing aid users participated in an online quantitative multi-method study consisting of an Implicit Association Test (IAT) and self-report questionnaires. The IAT measured implicit …
Covert Scrambling To The Edge In Tshangla: An Analysis Of Wh- In-Situ, Tshering Y. Dorji
Covert Scrambling To The Edge In Tshangla: An Analysis Of Wh- In-Situ, Tshering Y. Dorji
Dissertations, Theses, and Capstone Projects
This thesis investigates the syntactic derivation of wh- in-situ constructions in Tshangla, an understudied Tibeto-Burman language of Bhutan. Argument wh-items can remain in-situ in islands—including sentential subjects, adjunct clauses, relative clauses, and coordinate structures—while projecting their scope to the matrix level. This island-insensitivity for certain wh-items suggests a lack of movement in the narrow syntax, yet diagnostic tests, including crossover effects, reconstruction effects, and parasitic gap licensing, provide compelling evidence for a movement-based account. I propose an analysis involving covert LF scrambling to the left edge of an island clause. This movement is driven by semantic requirements …
Urban Sacred Grove: A Visioning For Collective Care, Preservation, Environmental Justice, And Resilience, Oluwadara A. Ojugbele
Urban Sacred Grove: A Visioning For Collective Care, Preservation, Environmental Justice, And Resilience, Oluwadara A. Ojugbele
Dissertations, Theses, and Capstone Projects
My capstone explores how the concept of sacred groves—a community-based practice of conserving forest areas for cultural, spiritual, or religious purposes—can be reimagined as a framework for urban environmental stewardship and community care. Sacred groves have historically varied across time and place but consistently serve as protected spaces that honor divine forces, ancestors, and community values. In the Yoruba context, groves demarcate lush forests as abodes for oriṣas (divine forces) and spiritual beings, often containing shrines and artifacts that embody cultural beliefs. My capstone draws on the sacred grove concept and aims to illustrate how urban communities might adopt sacred …
Race And The Enduring Logic Of Exclusion In U.S. Immigration Policy, 1882–2025, Kejda Nikollaj
Race And The Enduring Logic Of Exclusion In U.S. Immigration Policy, 1882–2025, Kejda Nikollaj
Dissertations, Theses, and Capstone Projects
This thesis examines how immigration law in the United States has historically functioned as an instrument of racial exclusion and argues that this logic continues to shape contemporary policy and enforcement. Although overtly racist laws such as the Chinese Exclusion Act (1882) or the National Origins Act (1924) have long been repealed, their underlying rationales and structures continue to survive under the modern language of legality, security, and national interest. This study argues that restrictive immigration policies tend to emerge when racial and social insecurities intersect, allowing old hierarchies to be revived under new legal justifications. Through a comparative historical …
Turning Boycott Into A Sustainable Opportunity: Leveraging Boycott To Boost Local Production And Enhance Local Market Competitiveness In Egypt, Alaa Maher
Theses and Dissertations
While existing literature largely concentrates on the consumer behavior dimensions of boycotts, limited attention has been paid to their structural economic implications for FDI and local production. This paper frames the 2023 boycott campaign as a demand shock in Egypt’s food and beverages sector. Dependency theory is applied to assess the pre-boycott stage, where MNCs’ market power created structural dependencies within the sector. Dynamic capabilities theory is employed to explain the heterogeneity in firm responses during the boycott and their attempts to acquire sustainable market share. Using a multi-case study design, qualitative in-depth interviews were conducted across 16 firms in …
How Much And How Fast Do Investors Respond To Equity Premium Changes? Evidence From Wealth Taxation, Andreas Fagereng, Luigi Guiso, Marius Ring
How Much And How Fast Do Investors Respond To Equity Premium Changes? Evidence From Wealth Taxation, Andreas Fagereng, Luigi Guiso, Marius Ring
Cowles Foundation Discussion Papers
Using administrative panel data on Norwegian investors’ portfolios, we document strong but slow portfolio allocation responses to a persistent wealth-tax-induced shock to the equity premium. Short-run responses resemble the modest sensitivity documented using surveys. The longer-run responses are much larger and can be rationalized by moderate risk aversion. We document that equity premium shocks affect stock market entry but not exits, suggesting that entry costs dominate participation costs. Our finding of slow responses supports the asset-pricing literature that uses adjustment frictions to explain important asset-pricing puzzles, and has implications for optimal capital taxation when tax rates differ across assets.
Can Generative Ai Make Farming Decisions? Current Status And Future Pathways: A Case Study In Row Crop Production With Chatgpt, Nipuna Chamara, Yufeng Ge, Joe Luck, Yu Pan, Saleh Taghvaeian, Cory Walters, Christopher Proctor, Daran Rudnick, Daren Redfearn
Can Generative Ai Make Farming Decisions? Current Status And Future Pathways: A Case Study In Row Crop Production With Chatgpt, Nipuna Chamara, Yufeng Ge, Joe Luck, Yu Pan, Saleh Taghvaeian, Cory Walters, Christopher Proctor, Daran Rudnick, Daren Redfearn
Department of Agricultural and Biological Systems Engineering: Faculty Publications
The agricultural decision-making process is experience-based, knowledge-dependent, time-sensitive, complex, and driven by historical data. Planting, fertilization, irrigation, and chemigation are key categories in farm decision-making, and currently there is no one-shot decision-support tool that covers all these activities. Generative Artificial Intelligence (AI) models are more advanced than traditional machine learning and deep learning models. These models have been trained on vast amounts of data from the internet, allowing them to accept unstructured data in various forms and generate human-like text, solutions to problems, and scenario predictions. Given this capability, we became interested in exploring the potential of generative AI in …
Structured Telehealth Community Health Worker-Clinician Feedback And Diabetes Outcomes: A Randomized Clinical Trial, Elizabeth Vaughan, Xiaoying Yu, Amber Amspoker, Aanand Naik, Ashok Balasubramanyam, Craig Johnston, Christi Ballantyne, Salim S. Virani, Shelton Brown, Kristina Mena
Structured Telehealth Community Health Worker-Clinician Feedback And Diabetes Outcomes: A Randomized Clinical Trial, Elizabeth Vaughan, Xiaoying Yu, Amber Amspoker, Aanand Naik, Ashok Balasubramanyam, Craig Johnston, Christi Ballantyne, Salim S. Virani, Shelton Brown, Kristina Mena
Population Health, East Africa
Importance Community health workers (CHWs) improve chronic disease management in underserved populations, but scalable integration strategies are limited.
Objective To evaluate whether a multidimensional intervention incorporating telementored CHWs and a structured participant-CHW-clinician feedback loop can improve diabetes outcomes.
Design, Setting, and Participants This 12-month randomized clinical trial was conducted at 3 institutionally and geographically diverse community clinics in Texas between September 1, 2023, and April 30, 2025, and included low-income, uninsured White Hispanic adults with type 2 diabetes identified through clinic databases. Data were analyzed between May 1 and July 31, 2025.
Intervention Individuals were randomized 1:1 to the intervention …
An Analysis Of Public Library Services For The Tribal Community In Rayalaseema Region With A Special Reference To Healthcare And Hygiene, P Ramu Naik Mr, V. K. Dhanyasree Dr
An Analysis Of Public Library Services For The Tribal Community In Rayalaseema Region With A Special Reference To Healthcare And Hygiene, P Ramu Naik Mr, V. K. Dhanyasree Dr
Library Philosophy and Practice (e-journal)
Public libraries have long been recognised as critical societal institutions, serving as information, education, and community engagement centres. In the context of tribal communities, their role in disseminating health information is particularly significant. Tribal populations often face unique health challenges and disparities, making access to accurate and reliable health information vital to their well-being. This study examines the pivotal role that public libraries play in disseminating health information to tribal people. The study is conducted among 13 branch libraries in the tribal areas of Rayalaseema region. A structured questionnaire was used for the survey. The results show that even though …
Teaching Peace Where Borders Divide: Interdisciplinary Praxis In A Criminal Justice Program, Lucas Espinoza
Teaching Peace Where Borders Divide: Interdisciplinary Praxis In A Criminal Justice Program, Lucas Espinoza
Criminal Justice Faculty Publications
This article describes a criminal justice senior-level undergraduate course, CRIJ 4350: Peace, Nonviolence, & Justice, at a Hispanic-serving institution known as the University of Texas Rio Grande Valley, in the U.S.-Mexico borderlands. The course centers five key frameworks: critical pedagogy, intersectionality, decolonial theory, restorative and transformative justice, and trauma-informed care, as this course departs from carceral models of justice education. Grounded in theory, literature, and research from criminal justice, criminology, peace and conflict studies, sociology, political science, ethics/philosophy, social justice, human rights, and critical pedagogy, the course centers student reflection from course evaluations, relationships, and experiences of a faculty member. …
Leadership Revisited, Allen Vean Dmd
Leadership Revisited, Allen Vean Dmd
Metro Denver Dental Society Articulator Magazine
This Reflections examines the importance of communication, collaboration and human connection in dental practice management. Dr. Allen Vean draws parallels between healthcare teams and organizational leadership models, and discusses how trust, morale and team engagement directly impact patient care and practice culture. The article also explores the evolving role of AI and technology in dentistry while emphasizing that human interaction remains essential to long-term success. The author implores dentists to foster stronger team relationships to create patient-centered practice environments.
Screening Tools For Maternal Mental Health In Africa: A Systematic Review, Joyce Jebet, Irene Mageto, Benard Mutwiri, Abednego Ongeso, Ruth Wagathu, Rose Maina, Denis Munene, Kawira Kithuci, Peter Gatiti
Screening Tools For Maternal Mental Health In Africa: A Systematic Review, Joyce Jebet, Irene Mageto, Benard Mutwiri, Abednego Ongeso, Ruth Wagathu, Rose Maina, Denis Munene, Kawira Kithuci, Peter Gatiti
School of Nursing & Midwifery, East Africa
Background:
Maternal health during pregnancy and the postnatal period encompasses mental health, which is a key aspect in enhancing a positive outcome. Despite screening for other possible complications during pregnancy and the postnatal period, very little attention has been paid to screening for mental health. Screening is a key tool in early diagnosis and, eventually, timely diagnosis and management in cases where complications arise.
Aim:
This study aimed to assess the available maternal mental health screening tools and compare the outcome on their utilization during pregnancy and postnatal periods in the African continent.
Methodology:
This was a …
Perceived Risk Of Substance Use And Associations With Early Experimentation: A Latent Profile Analysis Using Abcd Study Data, Alejandra Fernandez, Deanna M. Barch, Micah E. Johnson, Hugh Garavan, Alexandra S. Potter, Sarahjane L. Dube, Nicholas Allgaier, Ethan T. Hunt, Miguel Ángel Cano, Sandra Estrada Gonzalez
Perceived Risk Of Substance Use And Associations With Early Experimentation: A Latent Profile Analysis Using Abcd Study Data, Alejandra Fernandez, Deanna M. Barch, Micah E. Johnson, Hugh Garavan, Alexandra S. Potter, Sarahjane L. Dube, Nicholas Allgaier, Ethan T. Hunt, Miguel Ángel Cano, Sandra Estrada Gonzalez
Psychological Science Faculty Publications
Objective: The current study aims to determine heterogenous latent profiles of substance use perceived harm and examine the concurrent associations between profiles and substance use experimentation.
Methods: We used data from the Adolescent Brain Cognitive DevelopmentSM Study (5.1 data release) 1-year follow up. Participants (N = 11184) were 52.2% male between the ages of 9 and 14 (M age = 10.48, SD = 0.65). Latent profile analysis was used with 11 perceived harm indicators. Multinomial logistic regression was used to determine the association between profile membership and substance use experimentation (i.e., alcohol sipping, tobacco puffing, and cannabis puffing).
Results: …