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Articles 751 - 780 of 22937
Full-Text Articles in Social and Behavioral Sciences
Best Integrated Writing Fall 2025 - Complete Edition, Wright State University School Of Humanities And Cultural Studies, Tracy Smith, Kristie Mckiernan
Best Integrated Writing Fall 2025 - Complete Edition, Wright State University School Of Humanities And Cultural Studies, Tracy Smith, Kristie Mckiernan
Best Integrated Writing
Best Integrated Writing includes excellent student writing from Integrated Writing courses taught at Wright State University.
Method Development And Optimization For The Detection Of Synthetic Cannabinoids In Hair Using Lc-Msms, Linda K. Obeng
Method Development And Optimization For The Detection Of Synthetic Cannabinoids In Hair Using Lc-Msms, Linda K. Obeng
Student Theses
Synthetic cannabinoids represent one of the most prevalent and high-risk classes of New Psychoactive Substances (NPS), continuously evolving in structure and potency. Their widespread presence in seized materials and toxicology casework underscores the growing need for reliable analytical methods capable of detecting these compounds in biological matrices. Hair offers several advantages for drug testing, including a long detection window, minimal invasiveness, and resistance to adulteration; however, detecting synthetic cannabinoids in hair remains challenging due to their low incorporation levels and structural diversity. This study focuses on the method development and optimization of an LC-MS/MS technique for the detection of selected …
Neurobehavioral Mechanisms Of Psychotic-Like Experiences And Cannabis Use, Ethan Campbell
Neurobehavioral Mechanisms Of Psychotic-Like Experiences And Cannabis Use, Ethan Campbell
Psychology ETDs
As cannabis use has increased steadily over the past decade, there is critical need to evaluate early cannabis use as a potential risk factor for the development of psychosis. Neurobehavioral mechanisms underlying novelty salience could clarify how cannabis exposure may influence subclinical psychotic-like experiences (PLEs). The present study leveraged dynamic functional connectivity and task-fMRI to assess the role of novelty processing in cannabis use and PLEs. A group of brain regions dynamically tied to the salience network while viewing short films were found to increase their activation as a function of stimulus novelty during a novelty bandit task. PLEs were …
The Chemistry Of Color: A Comparative Analysis Of Natural And Synthetic Dyes In Textile Application, Caitlyn Pinaga Cpht
The Chemistry Of Color: A Comparative Analysis Of Natural And Synthetic Dyes In Textile Application, Caitlyn Pinaga Cpht
Honors Program Theses and Research Projects
The Chemistry of Color: A Comparative Analysis of Natural and Synthetic Dyes in Textile Application examines how color functions at the intersection of chemistry, culture, and environmental responsibility. This project traces the evolution of dyeing from ancient natural pigment traditions, rooted in ecological knowledge, agricultural practices, and cultural identity, to the industrial rise of synthetic dyes, whose laboratory precision enabled unprecedented consistency, brightness, and global textile expansion. Through experimental swatch analysis, the study compares the behavior of natural dyes derived from plants and food sources with modern fiber-reactive and synthetic dye classes on a range of fibers including cotton, bamboo …
Patent Searching With Uspto, Derwent Innovation And Lens.Org, Ibis Anette Moreno-Lozano
Patent Searching With Uspto, Derwent Innovation And Lens.Org, Ibis Anette Moreno-Lozano
Day Family Research Lab Workshop Series
No abstract provided.
The Timing Of Pubertal Onset Affects Adults Anxiety Behavior In A Sex-Specific Manner, Evan Raubenolt
The Timing Of Pubertal Onset Affects Adults Anxiety Behavior In A Sex-Specific Manner, Evan Raubenolt
Honors Projects
This study aims to look at the relationship between the timing of pubertal onset and its long-term effects on adult anxiety behavior in rats. Though the topic of pubertal onset has been frequently discussed in developmental research, its exact effects have been inconsistent. Human models have shown that early and late maturing males are associated with a notable increase in adult anxiety behavior, while in rat models, similar sex-specific effects regarding anxiety have been demonstrated, though those studies focus on a causal relationship between exposure to stress and age of pubertal onset. This study first aims to examine that relationship …
Improving Profitability Of Small And Medium Sized Farms Though Economic Optimization Of Wheel-Line Irrigation, John B. Barker, Ryan A. Larsen, Matt A. Yost
Improving Profitability Of Small And Medium Sized Farms Though Economic Optimization Of Wheel-Line Irrigation, John B. Barker, Ryan A. Larsen, Matt A. Yost
Funded Research Records
No abstract provided.
From Collision To Coexistence: Data-Driven Approaches To Reducing Wildlife Rehabilitation Center Intakes, Alice Anastos
From Collision To Coexistence: Data-Driven Approaches To Reducing Wildlife Rehabilitation Center Intakes, Alice Anastos
Honors Projects
This project investigates the primary anthropogenic drivers of wildlife admissions at Lake Erie Nature and Science Center using a quantitative analysis of 10,172 intake records from the WILD-ONe database. Window collisions were by far the leading cause of admission, accounting for 54% of all intakes. Orphaning represented 12%, followed by vehicle collisions (5%) and domestic cat attacks (4%). By integrating findings from current wildlife rehabilitation research, this study identifies evidence-based strategies, such as bird-safe window treatments, public education on natural animal behavior, and targeted urban planning, that can substantially reduce preventable injuries. These results underscore the need for context-specific outreach …
A Pilot Study Of Life Model Informed Therapy And Its Efficacy For Reducing Anxiety And Increasing Joy In Adults, William R. Mouer
A Pilot Study Of Life Model Informed Therapy And Its Efficacy For Reducing Anxiety And Increasing Joy In Adults, William R. Mouer
Doctoral Dissertations and Projects
This pilot study researched Life Model Informed Therapy (LMIT), a modality developed into a six-week treatment targeted to decrease anxiety and increase joy in adults that self-reported as having anxiety. Fourteen participants were recruited by Facebook ads in the Charlotte, North Carolina area. Outcome data were collected using the State Joy Scale (SJS) and Beck Anxiety Inventory (BAI). Participants received the same LMIT treatment for six consecutive, weekly, one-hour sessions. Participants self-reported on their joy and anxiety levels at three periods of time, including a pre-treatment, post-treatment and one month after-treatment test. Two one-way RM-ANOVA tests were conducted. Results of …
Exploring The Relationship Between Loneliness And Real-Time Measurements Of Gsr And Hrv During Concept Mapping, And Cortisol And Oxytocin Levels, Jangwon Seo
Masters Theses
This study attempts to explore loneliness among college students from a bio-physio-psycho-social perspective, and it utilizes real-time physiological measurements (GSR and HRV) and biomarkers (cortisol and oxytocin) in conjunction with psychosocial assessments. The study employs both qualitative and quantitative methods, which involve concept mapping exercises, with the aim of comprehending the full nature of how loneliness interacts with physiological and psychological processes. At Time 1 (T1) we found significant positive correlations between loneliness and elevated GSR levels, which is indicative of increased sympathetic arousal (r = .35, p < .01). Additionally, there were significant negative correlations between loneliness and mean RR intervals in HRV that indicated autonomic dysregulation featured by increased sympathetic activities as well as reduced parasympathetic functions (r = -.28, p < .05). However, at Time 2 (T2), these correlations were not significant indicating possible temporal fluctuations due to adaptive responses or extraneous variables such social support systems or coping mechanisms. The qualitative data from concept mapping enriched the analysis by providing deeper insights into the cognitive and emotional processes underlying loneliness. Despite limitations like demographic skewness, funding constraints, logistical challenges, etc., this, therefore, highlights the need for multidimensional investigations of psychological phenomena. This has implications for future research as well as clinical practice, which could include using these integrative measures to develop holistic interventions for mental health disorders.
Exploring Retention And Satisfaction Among Arkansas County-Level Cooperative Extension Employees: A Job Embeddedness Perspective, Rebecca M. Simon
Exploring Retention And Satisfaction Among Arkansas County-Level Cooperative Extension Employees: A Job Embeddedness Perspective, Rebecca M. Simon
Graduate Theses and Dissertations
Abstract This quantitative study investigated the retention of county-level employees within the Arkansas Cooperative Extension Service (CES) using Job Embeddedness Theory (JET) as the theoretical framework. The research aimed to describe levels of job embeddedness, job satisfaction, and intent to stay, and to examine the relationships among these variables. A census of 328 CES employees was conducted, yielding a 53% response rate. Data were collected through a validated online survey and analyzed using descriptive statistics, correlation analysis, and multiple regression. Results indicated high scores in organizational fit and sacrifice dimensions, while links to organization and community were comparatively lower. Age …
The Power Of Core Memories In Financial Education For Gen Alpha Children, Karen Richel
The Power Of Core Memories In Financial Education For Gen Alpha Children, Karen Richel
Journal of Human Sciences and Extension
Financial education plays a critical role in shaping lifelong financial behaviors and decision-making skills. To create a lasting impact, it is essential to establish core memories associated with money management from an early age. This article explores the significance of these foundational experiences and their role in financial education for Gen Alpha children.
A series of eight immersive financial education events was developed to meet state and national standards for students in pre-kindergarten through sixth grade. These events employ play-based and object-based learning approaches, immersing students in engaging, age-appropriate activities that incorporate real-world scenarios. By creating a fun and memorable …
Enhancing Youth Learning Outcomes Of Travel Programs Through Storytelling, Gary Ellis, Parisa Paymard, Dottie Goebel, Darlene Locke, William F. Zanolini, Emily Catalan, Kelley Ranly
Enhancing Youth Learning Outcomes Of Travel Programs Through Storytelling, Gary Ellis, Parisa Paymard, Dottie Goebel, Darlene Locke, William F. Zanolini, Emily Catalan, Kelley Ranly
Journal of Human Sciences and Extension
We conducted two studies to evaluate strategies that Extension educators may use to enrich youth travel program experiences. Study 1 evaluated the effects of telling stories about attractions before site visits on youth experiences and learning outcomes on site. Seventeen youth in a 4-H program designed to promote cultural understanding visited eight attractions in Costa Rica. The evening before visiting three sites, youth were told a fictional or cross-fictional story about the sites. The stories elicited imaginary travel to the site (narrative transportation). After visiting the sites, the youth reported the extent to which they felt like they were in …
Food Access And Food Insecurity Among Early Childhood Educators And Staff Prior To And During The Covid-19 Pandemic: A Mixed Methods Pilot Study, Rahel Mathews, Leah Pylate, Will Davis, Elizabeth Thorne, Jamila Taylor, Shecoya White, Bennett Pope, Emma Bryant
Food Access And Food Insecurity Among Early Childhood Educators And Staff Prior To And During The Covid-19 Pandemic: A Mixed Methods Pilot Study, Rahel Mathews, Leah Pylate, Will Davis, Elizabeth Thorne, Jamila Taylor, Shecoya White, Bennett Pope, Emma Bryant
Journal of Human Sciences and Extension
Emerging research indicates that 40% of early childhood education (ECE) workers experience food insecurity. The purpose of this study was to describe the food insecurity and food access of Head Start teachers and staff in Mississippi before the COVID-19 pandemic and to understand how COVID-19 affected food access. A mixed-methods design was employed using cross-sectional surveys, at two different time points, and three focus groups. Three Head Start centers from the Mississippi Coast participated. Approximately 52% of teacher and staff respondents experienced food insecurity before COVID-19; during the pandemic, their level of food insecurity worsened from low to very low …
Teaching Leadership In The Context Of Crisis: Connecting Organizational Leadership And Crisis Competencies In A Faculty Leadership Education Program, Caitlin Lunzmann, Nicole Lamee Perez Stedman, Matthew Sowcik
Teaching Leadership In The Context Of Crisis: Connecting Organizational Leadership And Crisis Competencies In A Faculty Leadership Education Program, Caitlin Lunzmann, Nicole Lamee Perez Stedman, Matthew Sowcik
Journal of Human Sciences and Extension
This research focused on enhancing leadership instruction in colleges of agriculture. A multi-institutional research team initiated a program to teach agricultural and natural resource faculty how to create leadership-oriented case studies for undergraduates. Forty faculty members participated in an online training academy centered on Bolman and Deal’s Organizational Frames and case study writing. Following the academy, these faculty members participated in field experiences in the southeastern U.S. to gather data on natural disasters, which they used to write case studies about leadership in agriculture. Though the program focused on organizational leadership, it also discussed leadership in the context of natural …
Exploring The Educational Needs Of Family Caregivers For Patients With Dementia, Karen L. Franck, Janet Fox, Ann A. Berry, Kristen Johnson, Jessica Taylor, Matt Devereaux
Exploring The Educational Needs Of Family Caregivers For Patients With Dementia, Karen L. Franck, Janet Fox, Ann A. Berry, Kristen Johnson, Jessica Taylor, Matt Devereaux
Journal of Human Sciences and Extension
Family members who care for patients diagnosed with Alzheimer’s and dementia often face significant stressors and challenges that impact their quality of life. As part of a project to develop Extension educational materials and resources specifically for family caregivers, we conducted an online needs assessment survey with 196 adults in the U.S. Participants identified doctors, the internet, and caregiver support groups as top sources of information about dementia. They were interested in strategies to help them manage stress, address patient behavioral issues, and access locally available resources. Furthermore, they were interested in attending educational programs with other caregivers. These findings …
The Price Of Priorities: How Human Choices Fuel Climate And Ecological Decline, Keisha Hickman
The Price Of Priorities: How Human Choices Fuel Climate And Ecological Decline, Keisha Hickman
Biological Sciences Undergraduate Honors Theses
This thesis examines the ways in which human priorities and behaviors contribute to the escalating climate crisis and ecological systems. We will first analyze the role of social media in shaping public discourse on climate change and critically evaluate the priorities of institutions that have the means to assist in wildlife conservation. Both speak to the current behaviors of humankind prioritizing their own entertainment over meaningful efforts to mitigate climate change and preserve biodiversity. We will then shift to exploring the profound impact of human population growth and its associated activities on other species and ecosystems. Finally, the thesis will …
Investigating The Levels Of Burnout Of New Extension Agent Hires Throughout Their First Employment Year, Matt Benge, Amy Harder, Lendel K. Narine
Investigating The Levels Of Burnout Of New Extension Agent Hires Throughout Their First Employment Year, Matt Benge, Amy Harder, Lendel K. Narine
Journal of Human Sciences and Extension
The objectives of this paper were to describe new Extension agent hires’ levels of burnout during their first year on the job, and to determine if there are significant predictors for burnout based on new Extension agent hires’ gender and age. We implemented a longitudinal quantitative research design using the Maslach Burnout Inventory to measure burnout with 58 new Extension agent hires. Survey data were collected monthly throughout the new agents’ first year on the job. New Extension professionals’ burnout levels did increase over the course of their first year on the job. Female agents experienced slightly higher levels of …
Let’S Talk Mental Health: An Assessment Of Oregon Agricultural Stakeholders Discussing Mental Health, Whitney Stone, Lauren Chase, Taylor Foerster
Let’S Talk Mental Health: An Assessment Of Oregon Agricultural Stakeholders Discussing Mental Health, Whitney Stone, Lauren Chase, Taylor Foerster
Journal of Human Sciences and Extension
Working in agriculture presents some unique mental health stressors, including financial difficulties, climate variability, and isolation. Currently, Extension offers mental health literacy programming addressing mental health and suicide in agricultural communities; however, some of the programming is underattended, and resources are underutilized. We sought to find out how communicating about mental health resources was perceived by agricultural stakeholders who work closely with farmers and ranchers, including agribusiness employees, leaders in the community, and pre-service agriculture teachers. Through this mixed-method study using focus groups and a survey, we wanted to find out the perceptions of mental health resources to help inform …
Rural Mental Health Challenges: Addressing Community-Specific Needs Of Rural Mississippians, Mary Marshall Waller, Mary Nelson Robertson, Holli H. Seitz, Michael R. Nadorff, David R. Buys
Rural Mental Health Challenges: Addressing Community-Specific Needs Of Rural Mississippians, Mary Marshall Waller, Mary Nelson Robertson, Holli H. Seitz, Michael R. Nadorff, David R. Buys
Journal of Human Sciences and Extension
America’s mental health crisis uniquely impacts rural areas. Challenges surrounding intention and accessibility to engage in mental health-fostering behaviors exacerbate disparities in rural mental healthcare. In this study, Cooperative Extension personnel assess rural Mississippians’ intention to engage in mental health-fostering behaviors, accessibility to mental health-fostering behaviors, and helpfulness of increased access to resources for mental health challenges to determine if relationships exist between these variables. Rural Mississippi adults were recruited via an online survey panel to complete a 147-item web-based questionnaire (n = 274). Findings suggest rural adults’ intention to engage in mental health-fostering behaviors favored connecting with family and …
The Effects Of The Cooking For One Curriculum On Nutrition, Food Safety, Food Resource Management, And Physical Activity Behaviors: A Pilot Study, Tyler B. Becker Dr., Ronald L. Gibbs Jr, Becky Henne, Erika Garner
The Effects Of The Cooking For One Curriculum On Nutrition, Food Safety, Food Resource Management, And Physical Activity Behaviors: A Pilot Study, Tyler B. Becker Dr., Ronald L. Gibbs Jr, Becky Henne, Erika Garner
Journal of Human Sciences and Extension
The number of single adult households has increased over the previous decades, and few health education interventions address these unique living situations, which come with various economic challenges. The Cooking for One curriculum is a cooking-based intervention designed to improve nutrition, food safety, food resource management, and physical activity (PA) behaviors among single adults. This curriculum includes six lessons, each with an educational and hands-on cooking component. Participants included 1,546 adults recruited through Supplemental Nutrition Assistance Education programs in the state of Michigan. Each of the participants underwent the six-lesson Cooking for One curriculum. Prior to and following the intervention, …
Foundational Phases For Community Development: A Model For Enhancing Cooperative Extension’S Role Within The Community, George Grant, Kristina Hains
Foundational Phases For Community Development: A Model For Enhancing Cooperative Extension’S Role Within The Community, George Grant, Kristina Hains
Journal of Human Sciences and Extension
The Cooperative Extension System (CES) plays a vital role in community education and development across the United States. The objective of this article is to demonstrate the historical and present-day significance of the CES as a catalyst for community development practice, while overlaying a community development model applicable to CES. A literature review is provided on the historical origins, organizational structure, and leadership responsibilities of agents and specialists relevant to community development research and practice. The researchers suggest a novel conceptual model, the Foundational Phases for Community Development, to assist agents and specialists across all areas of programming for engaging …
Bridging The Communication Gap In Natural Disaster Information: An Exploratory Study Of Extension Service Websites, Emmanuel Chisom Okolo, Rafael Landaverde, Laxmi Prasanna Kandi, Kim E. Dooley, Sarah Mccord, Kelsi Opat, Abdul Saboor Rahmany
Bridging The Communication Gap In Natural Disaster Information: An Exploratory Study Of Extension Service Websites, Emmanuel Chisom Okolo, Rafael Landaverde, Laxmi Prasanna Kandi, Kim E. Dooley, Sarah Mccord, Kelsi Opat, Abdul Saboor Rahmany
Journal of Human Sciences and Extension
Natural disasters are expected to become more frequent and severe, increasing the need for effective disaster management. Governments are emphasizing community awareness and local self-reliance, with the Cooperative Extension Services (CES) playing a vital role in distributing science-based knowledge and supporting preparedness efforts. This qualitative content analysis (QCA), guided by Framing Theory, examined how CES disseminated weather-related disaster preparedness and response information from 2003 to 2023 on Extension Service websites. We explored: (1) the frequency of information on natural disaster preparedness and response published on Extension Service websites, (2) dissemination methods, and (3) the quality of disaster preparedness and response …
Full Issue, Volume 13, Number 3, Donna J. Peterson Dr., Scott Cummings, Elizabeth Gregory North
Full Issue, Volume 13, Number 3, Donna J. Peterson Dr., Scott Cummings, Elizabeth Gregory North
Journal of Human Sciences and Extension
No abstract provided.
Post-Fire Soil Health Assessment Of The Grasslands And Woodlands In The Semi-Arid Nebraska Sandhills, Stephanie M. Lugo
Post-Fire Soil Health Assessment Of The Grasslands And Woodlands In The Semi-Arid Nebraska Sandhills, Stephanie M. Lugo
Department of Agronomy and Horticulture: Dissertations, Theses, and Student Research
Grasslands in the Nebraska Sandhills are shaped by natural wildfires, which help maintain the structure and function of native grasslands. In recent decades, afforestation with ponderosa pine and eastern redcedar has introduced new woodlands that altered the region’s fire dynamics and raised important questions about the effects of wildfire on different vegetation types. As wildfires become more frequent, understanding their impacts on soil health in grasslands and woodlands becomes increasingly important. This study examines the short-term effects of the 2022 Bovee Fire on physical, chemical, and biological soil properties in native grasslands and ponderosa pine and eastern redcedar afforested woodlands. …
Enduring Efffects Of Juvenile Fluoxetine Exposure On Serotonin Transporter Expression Within The Hippocampus And Prefrontal Cortex Of Male C57bl/6 Mice, Daniel Eduardo Calvo
Enduring Efffects Of Juvenile Fluoxetine Exposure On Serotonin Transporter Expression Within The Hippocampus And Prefrontal Cortex Of Male C57bl/6 Mice, Daniel Eduardo Calvo
Open Access Theses & Dissertations
Prescription rates of fluoxetine, the most dispensed selective serotonin reuptake inhibitor, have been rising among the juvenile population. Since adolescence is a critical developmental period in which the brain undergoes pruning, chronic increases in serotonin levels may lead to long-term neurobiological changes in brain regions responsible for emotional regulation. Thus, using mice as a model system, this thesis evaluated how adolescent fluoxetine exposure (AFE) influences the expression of serotonin transporters (SERT) in the adult hippocampus and prefrontal cortex. To do this, postnatal day (PD)-35 male C57BL/6 mice were administered with fluoxetine (250 mg/l in their drinking water) for 15 consecutive …
Mindreading And Embodiment: Beyond Mirror Neurons., Sanad Al Khatib
Mindreading And Embodiment: Beyond Mirror Neurons., Sanad Al Khatib
College of Arts & Sciences Senior Theses
This paper examines the question: how do we figure out what other people are thinking and why they act as they do, or put differently, how is it that we can read minds in daily life? For decades, the dominant view held that we explain and predict other people’s behavior by attributing to them mental states such as beliefs, desires, and intentions, represented symbolically in the brain. The embodied simulation model challenges this view, proposing that understanding others primarily relies on mirror neurons that activate both when we perform an action and when we observe someone else performing it. This …
Environmental Sanitation In Long-Term Care Facilities: A Focus On Regulations And Implementations, Ruwan Dissanayake Dissanayake Mudiyanselage
Environmental Sanitation In Long-Term Care Facilities: A Focus On Regulations And Implementations, Ruwan Dissanayake Dissanayake Mudiyanselage
All Theses
Environmental sanitation is a fundamental component of infection prevention in long-term care facilities (LTCFs), where residents are at increased risk due to advanced age, underlying health conditions, and communal living arrangements. Despite its critical role, significant gaps remain in implementing environmental sanitation procedures and the regulatory frameworks that guide them.
This study combines two components: (1) an across-state regulatory review of environmental sanitation in LTCF regulations and (2) a cross-sectional survey assessing environmental sanitation characteristics of nursing homes (NHs) and assisted living facilities (ALFs) and Rural and Urban LTCF observation study in South Carolina (SC) . For the regulatory review …
Multiple Aspects Of Environmental Temperature Have Complex Interactions With Avian Parental Behavior To Influence Offspring Outcomes, William H. Kirkpatrick
Multiple Aspects Of Environmental Temperature Have Complex Interactions With Avian Parental Behavior To Influence Offspring Outcomes, William H. Kirkpatrick
Graduate Theses and Dissertations
Anthropogenic climate change is projected to shift not only average temperatures across the globe, but also the amount of thermal variation experienced in the natural environment. Exposure to shifts in averages and a wider range of thermal experiences will cause shifts in wildlife behavior. In avian species, behaviors exhibited during reproduction have implications for the well-being of their offspring. Here, I explore specific incubation behaviors in four species: Scaled Quail (Callipepla squamata), Northern Bobwhite Quail (Colinus virginianus), Tree Swallows (Tachycineta bicolor), and Eastern Bluebirds (Sialia sialis). I examined constancy, or the percentage of time on the nest, and off-bout duration, …
Predicting Accelerated And Delayed Aging In Global Settings: Biobehavioral Age Gaps And The Role Of Global Exposomes, Hernan Hernandez, Hernando Santamaria-Garcia, Sebastian Moguilne, Agustina Legaz, Pavel Prado, Jhosmary Cuadros, Liset Gonzalez, Cyprian Mostert, Chinedu Momoh, Zul Merali
Predicting Accelerated And Delayed Aging In Global Settings: Biobehavioral Age Gaps And The Role Of Global Exposomes, Hernan Hernandez, Hernando Santamaria-Garcia, Sebastian Moguilne, Agustina Legaz, Pavel Prado, Jhosmary Cuadros, Liset Gonzalez, Cyprian Mostert, Chinedu Momoh, Zul Merali
Brain and Mind Institute
Background: Global health challenges like aging and dementia are shaped bysocioeconomic disparities, environmental factors, and social determinants of health.We developed a behavioral age gap (BAG), measuring the difference between expectedbehavioral age and chronological age
Method: We utilized a cross-sectional sample (n = 161,981) comprising countriesfrom Latin America, Europe, Asia, and Africa. Behavioral age was estimated usinga Gradient Boosting Regressor with 10-fold cross-validation, incorporating multiplerisk factors (hypertension, diabetes, heart disease, female sex, visual impairment andhearing impairment) and protective factors (cognition, functional ability, education)associated with healthy aging. BAG was calculated as the difference between predictedand chronological age, and adjusted gaps were derived …