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Articles 1 - 30 of 405
Full-Text Articles in Community Psychology
Exploring Primary Care Providers’ Compassionate Care And Their Evidence-Based Practice With Death, Grief, And Loss: Patient Experience And Perspective, Kathryn Krzykala
Exploring Primary Care Providers’ Compassionate Care And Their Evidence-Based Practice With Death, Grief, And Loss: Patient Experience And Perspective, Kathryn Krzykala
Dissertations
Research on primary care providers’ (PCPs) education regarding Death, Grief, and Loss (DGL) remains limited. Specifically, data is lacking regarding patients' perceptions and opinions on what they need and expect from their PCPs regarding grief and loss. This exploratory mixed-method study comprised 146 participants who had experienced death and non-death loss. It examined participants' perceptions of 1) PCP compassion, 2) PCP utilization of evidence-based grief and loss practices, 3) their own level of comfort discussing DGL with their PCPs during medical visits, and 4) their personal grief and loss experiences. The findings revealed that PCPs' grief-informed evidence-based treatment, as reflected …
If Pets Are Family: Pet Loss And The Need For Grief Equity In One Health, Michele L. Whitney
If Pets Are Family: Pet Loss And The Need For Grief Equity In One Health, Michele L. Whitney
Journal of One Health Systems
One Health frameworks increasingly recognize pets as integral to human health and well-being. However, these models often overlook the health and equity implications of pet loss. Culturally mediated grief experiences following pet bereavement represent a critical grief equity gap in One Health systems. Drawing on findings from a qualitative study of African American adults who experienced pet loss, along with existing literature, this Viewpoint highlights how pet loss is not only an emotional experience but also a socially structured one shaped by cultural norms, social recognition, and access to support. These dynamics contribute to inequities in how grief is experienced …
Determinants Of Corporal Punishment And Severe Physical Punishment In Egypt: A Mixed-Methods Analysis For Child Protection Policy, Marwa Moustafa Nassef
Determinants Of Corporal Punishment And Severe Physical Punishment In Egypt: A Mixed-Methods Analysis For Child Protection Policy, Marwa Moustafa Nassef
Theses and Dissertations
Corporal punishment (CP) and severe physical punishment (SPP) remain a major public health, child rights, and child protection policy concern. In Egypt, despite legislative reforms, survey-weighted analysis of the 2021 Egypt Family Health Survey (EFHS) 2021 (CAPMAS, 2022) reveals prevalence rates of 60.5% for CP and 27.4% for SPP among children aged 1–14 (author’s calculations using EFHS-2021, n=7623), yet evidence distinguishing the determinants of routine corporal punishment from escalation to severe physical punishment remains limited in low- and middle-income contexts. Guided by Bronfenbrenner’s ecological framework, this mixed-methods study identifies key drivers of CP and its escalation to SPP among Egyptian …
Clinician Perspectives On Fistula Mental Health, Victoria K. Leonard
Clinician Perspectives On Fistula Mental Health, Victoria K. Leonard
Doctoral Dissertations
Background – Obstetric fistula is a childbirth injury caused by prolonged labor that leads to stillbirth and incontinence, spurring social exclusion and isolation. These layers of trauma put women with fistula at great risk for psychological suffering, which has profound negative socioeconomic impacts on them, their families, and communities. This study captured treatment as usual at Comprehensive Community Based Rehabilitation in Tanzania (CCBRT), the country’s largest provider of fistula care.
Method – Improving holistic fistula treatment requires engaging the clinicians who care for women with fistula. This study aimed to investigate the training, beliefs, and treatment approaches of nurses and …
Navigating Recovery: A Qualtitive Study Of Harm Reduction And Sobriety Among African American In Redlined Chicago Neighborhoods, Erica N. Tate
Navigating Recovery: A Qualtitive Study Of Harm Reduction And Sobriety Among African American In Redlined Chicago Neighborhoods, Erica N. Tate
Dissertations
This qualitative study examines the lived experiences of African American individuals residing in historically redlined communities in Chicago who are maintaining sobriety using harm reduction strategies. Grounded in the context of structural inequities, the study explores how social determinants of health, including limited healthcare access, transportation barriers, and community disinvestment, shape recovery pathways. Semi-structured interviews were conducted with individuals in sustained recovery and providers, and the data were analyzed using inductive and deductive thematic approaches. Findings indicate that recovery is an ongoing process influenced by environmental exposure, trauma, and access to support systems.
Participants identified harm reduction strategies, such as …
The Effects Of Hurricane Helene On Mental Health And Physical Activity, Hunter Smathers, Robyn York, Jarrett Walbolt
The Effects Of Hurricane Helene On Mental Health And Physical Activity, Hunter Smathers, Robyn York, Jarrett Walbolt
Journal of Appalachian Health
Introduction: Hurricane Helene brought widespread damage to Southern Appalachia, disrupting utilities, health care, and recreation. While natural disasters are linked to declines in mental and physical health, few studies have examined their effects on distinct types of physical activity (PA).
Purpose: This study evaluated the effects of Hurricane Helene on perceived stress, depressive symptoms, post-traumatic stress disorder (PTSD) symptomology, and intentional (exercise for health benefits) and incidental (physical labor or transportation) PA. Evacuation status influence was also explored.
Methods: Twenty participants completed assessments four weeks before (BASE), immediately after (0POST), and four weeks after landfall (4POST). Measures included the Perceived …
Humanity Is Evolving Its Consciousness: The Role Of Archetypal Energies As Guides During An Unfolding Weeding Out And Alignment Process, Carroy U. Ferguson
Humanity Is Evolving Its Consciousness: The Role Of Archetypal Energies As Guides During An Unfolding Weeding Out And Alignment Process, Carroy U. Ferguson
Psychology Faculty Publication Series
Humanity is evolving its consciousness at individual and collective levels. Given these seemingly tumultuous times, as of this writing (January 2026), to make such a statement may sound like a strange thing to say. However, I suggest that if you are alive today and if you are reading these words, these are the very times for which you were born—to assist Humanity as it evolves its consciousness with your unique gifts, whatever they may be. That is, this period of our individual and collective human being-ness may be characterized as an unfolding period of weeding out and alignment with the …
Exploring Psychological Safety And Workforce Experiences Among Employees In Recovery Community Organizations In The Southern United States: A Qualitative Study, Claire-Lorentz Ugo-Ike
Exploring Psychological Safety And Workforce Experiences Among Employees In Recovery Community Organizations In The Southern United States: A Qualitative Study, Claire-Lorentz Ugo-Ike
College of Graduate Studies: Theses & Dissertations
This qualitative study explored how employees in Recovery Community Organizations (RCOs) in the Southern United States experience psychological safety and how these experiences shape employee well-being and their intentions to stay or leave their organizations. Guided by Edmondson’s Psychological Safety Theory and the Job Demands-Resources (JD-R) model, the study examined how leadership practices, workplace culture, and the emotional demands of recovery support work shape employees’ perception of safety, support, and sustainability in the workforce. Semi-structured interviews were conducted with 19 RCO employees working in various peer support roles. Thematic analysis identified five major themes: (1) leadership behaviors shape psychological safety …
Translating Evidence Into Action: Understanding How Community- Based Practitioners Make Intervention Implementation Decisions In Practice, Kristin C. Bennett
Translating Evidence Into Action: Understanding How Community- Based Practitioners Make Intervention Implementation Decisions In Practice, Kristin C. Bennett
Dissertations and Theses (Open Access)
This study examined how community-based practitioners implement public health interventions in practice settings to identify gaps between existing implementation frameworks and real-world practice. Six farmers' markets in Southeast Texas served as cases to understand implementation decision-making by community-based practitioners addressing food access challenges. A qualitative case study approach was employed, using semi-structured interviews with program adopters and key stakeholders to examine how practitioners addressed food access problems, selected interventions, and navigated implementation decisions. This methodology captured the contextual nature of implementation decision-making in community settings. The findings revealed that program adopters recognized health problems through lived experience rather than formal …
The Cost Of Getting To “No”: Cultural Evolution Of Community Psychology In Two Indiana Communities, Catherine Cullen, Megan Peek
The Cost Of Getting To “No”: Cultural Evolution Of Community Psychology In Two Indiana Communities, Catherine Cullen, Megan Peek
The Journal of Purdue Undergraduate Research
No abstract provided.
Young Adults And Early-Onset Psychosis: A Grounded Theory Study Of Experiences Of Identity Development, Katherine Hayden-Lewis, Deborah Rubel
Young Adults And Early-Onset Psychosis: A Grounded Theory Study Of Experiences Of Identity Development, Katherine Hayden-Lewis, Deborah Rubel
The Qualitative Report
While identity development is a crucial task for young individuals ages 15-25, current research inadequately centralizes identity development in the context of first-time psychosis related to schizophrenia spectrum disorders. This study addresses the knowledge gap by exploring the grand research question, “How does a young person experience their identity development after the first episode of psychosis?”. Constructivist grounded theory methods influenced by critical frameworks were used to collect and analyze data with seven young adults engaged in first episode psychosis programs. Participants were young adults, between the ages of 19-24, that at the time of the study were enrolled in …
Venezuelan Migrants In Prostitution: A Personal Decision?, Yazmin Maria Lucila Cadena Camargo, Izara Maite Mondragon Moreno, Isabela Osorio Jaramillo, Paula Angélica Suárez Álvarez, Andrés Duarte Osorio, Carlos Gómez-Restrepo
Venezuelan Migrants In Prostitution: A Personal Decision?, Yazmin Maria Lucila Cadena Camargo, Izara Maite Mondragon Moreno, Isabela Osorio Jaramillo, Paula Angélica Suárez Álvarez, Andrés Duarte Osorio, Carlos Gómez-Restrepo
Dignity: A Journal of Analysis of Exploitation and Violence
This paper explores the multifaceted experiences of Venezuelan migrant women engaged in prostitution, framed through three critical moments: the “decision to enter in prostitution,” the unique abuses faced, and the resultant consequences on mental, physical, and social health. The study highlights how socioeconomic vulnerabilities—exacerbated by migration and poverty—significantly influence the likelihood of entering prostitution. It also shows how traumatic experiences, particularly in childhood and adolescence, coupled with a lack of support networks, contribute to a heightened risk of exploitation. Eleven life stories were collected through a phenomenological approach, revealing a common narrative of abuse, poverty, and the search for survival …
Outcomes Of Bio-Psycho-Social-Spiritual Communitybased Drug Rehabilitation Program For Voluntary Vs. Court-Mandated Clients In The Philippines, Maria Regina M. Hechanova, Trixie Anne Co, Fessa R. Egusquiza
Outcomes Of Bio-Psycho-Social-Spiritual Communitybased Drug Rehabilitation Program For Voluntary Vs. Court-Mandated Clients In The Philippines, Maria Regina M. Hechanova, Trixie Anne Co, Fessa R. Egusquiza
Psychology Department Faculty Publications
This study sought to evaluate the outcomes of a community- based rehabilitation program for voluntary and court-mandated drug users in the Philippines. Participants went through a bio-psycho-social-spiritual group-based program that aimed to develop their recovery skills and life skills. The program also included family modules to enhance their knowledge of drug use, its effects, and the role of family in recovery. A cohort design was used with pre- and posttest surveys administered before and immediately after the program. The sample consisted of 105 voluntary clients and 118 court-mandated clients who underwent screening or drug dependency evaluation and were recommended for …
Dissecting The Heterogeneous Effects Of Opioid Prescribing Limit Laws On Pediatric Mortality: A Multidimensional And Negative Binomial Modeling Approach, Francine R. Vega
Dissecting The Heterogeneous Effects Of Opioid Prescribing Limit Laws On Pediatric Mortality: A Multidimensional And Negative Binomial Modeling Approach, Francine R. Vega
Dissertations and Theses (Open Access)
Opioid prescribing for children and adolescents continues to be a significant health crisis in the United States. Early naïve exposure to opioid prescriptions has been linked to later misuse, opioid use disorder, and death. In response to the crisis, many states have implemented opioid prescribing limit laws (OPLLs) aimed at reducing exposure to opioids. These laws vary widely in their approach, including differences in dosage restrictions, prescription duration limits, informed consent requirements, educational provisions, and whether they offer explicit protections specifically for minors. Despite their widespread adoption, there is limited understanding of how heterogeneity in legal regulations affects outcomes for …
Rethinking Health Systems Responsiveness In Low–And Middle-Income Countries, Meesha Iqbal
Rethinking Health Systems Responsiveness In Low–And Middle-Income Countries, Meesha Iqbal
Dissertations and Theses (Open Access)
Health systems responsiveness (HSR) refers to a health system’s ability to meet legitimate non-health expectations of the population. Traditionally, HSR has been conceptualized across eight domains: respect for dignity, autonomy, confidentiality, prompt attention to health needs, availability of basic amenities, choice of provider, access to social support networks, and clarity of communication. However, as the expectations of populations in high-income countries (HICs) and low- and middle-income countries (L&MICs) differ significantly due to diverse social and cultural contexts, the conceptualization of HSR also varies. We conducted a systematic review of literature to adapt and contextualize the HSR framework for L&MICs based …
Co-Design Of A Program For Medical Students’ Experiential Learning In Community-Engaged Research, Daenique H. A. Jengelley, Tess D. Weathers, Dustin O. Lynch, Morgan E. Ness, Luis Garcia, Gina E. Claxton, J. Dennis Fortenberry, Tamara S. Hannon
Co-Design Of A Program For Medical Students’ Experiential Learning In Community-Engaged Research, Daenique H. A. Jengelley, Tess D. Weathers, Dustin O. Lynch, Morgan E. Ness, Luis Garcia, Gina E. Claxton, J. Dennis Fortenberry, Tamara S. Hannon
Journal of Community Engagement and Higher Education
Medical education may lack experiential training on authentic community engagement (CE). Employing a human-centered design approach with medical faculty and students to identify goals, opportunities, needs, and barriers to implementing CE research, we developed an Experiential Community Engagement Learning Series (EXCELS) pilot program. EXCELS supported both our community partners and medical students as a platform from which to learn from each other. EXCELS can be accomplished virtually, incorporated in medical training, and disseminated broadly.
Positively Impacting Traffic Safety Culture For Indigenous Youth: A Heritage-Focused Approach, Jacob Steven Pehrson, Ahmed Abdel-Rahim, Logan Prescott
Positively Impacting Traffic Safety Culture For Indigenous Youth: A Heritage-Focused Approach, Jacob Steven Pehrson, Ahmed Abdel-Rahim, Logan Prescott
Journal of Community Engagement and Higher Education
This paper presents the development of heritage-focused outreach materials with the objectives of positively impacting traffic safety culture for Indigenous youth to reduce the number and severity of traffic crashes impacting these communities. The approach presented in this paper includes involving local community leaders in traffic safety education and incorporating culturally based material in outreach education. This could empower Tribal communities to preserve their cultural identities while acquiring the expertise needed to promote traffic safety.
Using Industry-Level Characteristics To Assess The Degree To Which Interventions Engage An Employee Population, Haley C. Trust, Brett Amazon, Anthony Puline, Evan Sassenberger, Kristin Horan
Using Industry-Level Characteristics To Assess The Degree To Which Interventions Engage An Employee Population, Haley C. Trust, Brett Amazon, Anthony Puline, Evan Sassenberger, Kristin Horan
The Kennesaw Journal of Undergraduate Research
Participation is an essential component in workplace health and safety programs or interventions. While those who conduct interventions often report participation rates among the overall organization, it could be useful to compare participants to industry statistics, given that health and safety risks can diverge widely among industries. Research students from Kennesaw State University analyzed a sample of published papers that focus on occupational health psychology interventions. This narrative review analyzed existing studies to look for similarities or dissimilarities between a sample of intervention participants and employees of their industry as a whole. The students considered demographic, socioeconomic, job-related, and health-related …
Modeling Buprenorphine Treatment Discontinuation In Opioid Use Disorder – Predictors And Disparities Using Statistical And Machine Learning Approaches, Wanru Guo
Dissertations and Theses (Open Access)
Background: Opioid Use Disorder (OUD) remains a major public health crisis in the U.S., and while buprenorphine is an effective treatment, early discontinuation undermines its impact. Existing statistical and machine learning (ML) models often overlook key social and healthcare-related predictors and fail to capture subgroup disparities, limiting their utility for equitable intervention design. This study addresses these gaps using a nationwide, longitudinal dataset and a two-stage modeling approach focused on disparity identification. Methods: We analyzed buprenorphine treatment episodes for OUD from the IQVIA Pharmetrics Plus database (2006–2023), defining discontinuation as episodes lasting under 180 days. A Cox proportional hazards model …
Psychological Treatment Behind The Walls:Insights From The Inside, Rogelio Serrano
Psychological Treatment Behind The Walls:Insights From The Inside, Rogelio Serrano
Psychology Division Scholarship
Repeated eras of mass incarceration, criminalization of marginalized communities, and substance use policies have created a revolving door of justice involved populations. The ever-increasing prison population has repeatedly become the largest contingency of mental health clientele for an overburdened mental health system. Those who work with formerly incarcerated individuals in the community often don’t know the unique set of challenges faced by practitioners within the system. Increased understanding and coordination of care can offer opportunities for sustained recovery and reduced levels of recidivism. In this presentation participants will learn about the unique insights on mental health treatment that can be …
Assessing Middle Eastern American Attitudes Towards Substance Use Disorders, Hazem Alata, Hussein Bazzi, Saleh Al-Juburi, Angie Achkar, Liam Browning, Nicole Oska, Adam Chaban, Arash Javanbakht
Assessing Middle Eastern American Attitudes Towards Substance Use Disorders, Hazem Alata, Hussein Bazzi, Saleh Al-Juburi, Angie Achkar, Liam Browning, Nicole Oska, Adam Chaban, Arash Javanbakht
Medical Student Research Symposium
Assessing Middle Eastern American Attitudes Towards Substance Use Disorders
Introduction:
Substance use disorders (SUD) among Middle Eastern and North African (MENA) populations remain largely understudied, despite evidence of high prevalence rates and lower rates of treatment engagement. Unique cultural conceptualizations and beliefs surrounding substance use disorders may perpetuate stigma, further contributing to disparities in access to and utilization of treatment services. This study aims to explore the attitudes and perspectives of individuals from MENA communities regarding substance use disorders, with the goal of identifying and addressing barriers to treatment.
Methods:
An anonymous bilingual Qualtrics survey was administered, gathering responses from …
Impacts On College-Aged Asian American Mental Health, Zahra Soherwardy
Impacts On College-Aged Asian American Mental Health, Zahra Soherwardy
Senior Theses
This study explores the relationship between different forms of racial harassment and mental health issues in Asian American college students. Asian American mental health is a growing concern in the field of public health. Asian Americans have the lowest treatment rates and some of the highest stigma levels of any demographic. They are also impacted by the model minority myth and discrimination, further alienating them from getting help. The topics of subtle racism, blatant racism, and current racial discrimination were compared to depressive symptoms, anxiety, self-esteem, and four domains of aggression using survey data. Subtle racism was found to be …
A Qualitative Approach To Identifying Obstacles To Mental Healthcare In The Rio Grande Valley From The Perspective Of Mental Healthcare Professionals., Shania M. Linder, Cristian Botello, Raquel Villarreal, Nelda Rodriguez, Mario Gil, Dayana Zamora
A Qualitative Approach To Identifying Obstacles To Mental Healthcare In The Rio Grande Valley From The Perspective Of Mental Healthcare Professionals., Shania M. Linder, Cristian Botello, Raquel Villarreal, Nelda Rodriguez, Mario Gil, Dayana Zamora
Research Symposium
Background: There are many factors that prevent members of the Hispanic/Latino community from accessing mental health resources. This is important to investigate because there is a lack of knowledge on why residents of the Rio Grande Valley, an underserved region of South Texas, are unable to access and/or utilize mental health resources.
Methods: A focus group session was held at a mental health counseling clinic in Cameron County, Texas on February 1, 2024. The participants consisted of mental health professionals, such as two mental health clinicians, a clinical counselor, two school counselors, a licensed professional counselor supervisor, and a …
The Role Of Social Support In Protecting Against Perinatal Depression Among Egyptian Women, Radwa Raafat Abdelshafi
The Role Of Social Support In Protecting Against Perinatal Depression Among Egyptian Women, Radwa Raafat Abdelshafi
Theses and Dissertations
Perinatal Depression (PND) is a global public health issue affecting many women as they transition to motherhood, and carrying detrimental consequences for both mothers and infants. Research in low and middle-income countries shows higher PND prevalence rates than in high-income and Western countries. In addition, social support has been shown to strongly protect or reduce the impact of PND. This study aimed to address a gap in research on PND in Egypt, and to build an understanding of the social support ecological system of new mothers. A survey was conducted with 81 first-time middle-class mothers living in Greater Cairo between …
Weighted Family History Density Of Substance Use: Influence On Participant Substance Use Onset, Escalation, And Duration, Carleigh A. Litteral
Weighted Family History Density Of Substance Use: Influence On Participant Substance Use Onset, Escalation, And Duration, Carleigh A. Litteral
Theses and Dissertations--Psychology
Substance use disorders impose a staggering toll on the United States (U.S.), straining healthcare systems, destabilizing communities, and profoundly impacting both individuals and families. Approximately one in six Americans aged 12 and older had a past-year substance use disorder in 2022 (Key Substance Use, 2022), and nearly one-third of adults experience a substance use disorder in their lifetime (Wu, 2010), contributing to an economic burden exceeding $400 billion annually (National Drug Threat Assessment, 2011). Family history of substance use disorders is a key predictor of vulnerability, with individuals who have affected relatives being 2–8 times more …
Addressing The Public Health Concern Of Maternal Mortality In Houston, Texas, Lucy Couture
Addressing The Public Health Concern Of Maternal Mortality In Houston, Texas, Lucy Couture
Dissertations and Theses (Open Access)
Maternal mortality remains a pressing public health concern in the United States, with disproportionate consequences for marginalized communities. Despite being a developed nation, the U.S. reports one of the highest maternal mortality rates among its peers, with approximately 80% of maternal deaths deemed preventable. Texas reflects this national crisis, particularly affecting Black women, whose maternal mortality rate is significantly higher than that of other racial and ethnic groups. This thesis explores maternal mortality trends in Houston, Texas, analyzing the roles of systemic inequities, social determinants of health, and disparities in access to quality care. Drawing on data from the Texas …
A Quantitative Examination Of Tobacco And Marijuana Use On Oral Health Outcomes Among Young Adults In Texas, Meenakshi Dasagi
A Quantitative Examination Of Tobacco And Marijuana Use On Oral Health Outcomes Among Young Adults In Texas, Meenakshi Dasagi
Dissertations and Theses (Open Access)
This dissertation aimed to quantify the relationship between methods of tobacco and marijuana use and their impact on oral health. Tobacco use was defined as smoking combustible tobacco (cigarettes, cigars, and hookah) or electronic aerosolized vaping nicotine with an e-cigarette.5,9 Similarly, marijuana use was defined as smoking combustible marijuana (joints, blunts, and spliffs) or vaping marijuana with an e-cigarette.8 Despite the prevalence of nicotine vaping and marijuana use among young adults1,3-4,7,14-15, there is limited evidence of their association with oral health in Texas. To address this issue, this dissertation comprising three studies analyzed longitudinal data from the Texas Adolescent Tobacco …
Building Futures: How The Built Environment, Out-Of-School Time Programs, And Community Service Participation Relate To Social-Emotional Development Of U.S. Youth, Bailey A. Perez
Dissertations and Theses (Open Access)
Background: This dissertation aimed to explore the relationship between built environment features, participation in out-of-school time (OST) programs, participation in community service activities, and the social-emotional development of youth aged 6 to 17 years residing within the United States (US). Previous research indicates that built environment features, as well as participation in OST programs and community service activities, could impact youth’s social-emotional development. However, few studies have explored these effects on individual social-emotional development measures in this specific age group. In addition, little is known regarding whether built environment features and youth’s sex moderates the relationship between youth participation in …
Framing The Path To Fitness: Age Differences In Response To Framed Exercise Messages, Iliya Sherif, David B. Taullahu, Alyssa R. Minton, Joseph A. Mikels
Framing The Path To Fitness: Age Differences In Response To Framed Exercise Messages, Iliya Sherif, David B. Taullahu, Alyssa R. Minton, Joseph A. Mikels
DePaul Discoveries
Physical activity is one of the most protective health behaviors one can engage in, yet 75% of active adults in the US, meaning those who exercise regularly, fall short of the recommended levels of physical activity, with an even greater percentage of older adults living inactive lives, meaning they exercise minimally and engage in prolonged sedentary behavior (CDC, 2019). The goal of the current study was to explore different types of message framing targeted at encouraging older and younger adults to exercise. We recruited older adults (n = 184; Mage = 69.45 years, age range: 65- 80 years) and younger …
Latent Classification Of Multi-Model Non-Homogeneous Continuous-Time Markov Chains, Joonha Chang
Latent Classification Of Multi-Model Non-Homogeneous Continuous-Time Markov Chains, Joonha Chang
Dissertations and Theses (Open Access)
The continuous-time Markov chain (CTMC) model and latent clustering models are commonly used to study longitudinal measures of categorical outcomes. Because of its simple but powerful Markovian property, CTMC models have been widely used in medical and public health researches. Due to limitations in the standard CTMC model, there have been some studies on non-homogeneous continuous-time Markov chain (NH-CTMC) that utilized time-dependent rates, but the progresses have been limited. NH-CTMC can be more powerful than CTMC by its default nature of time-dependent rate that can be fitted to a wider range of applications in medical studies. In this study, we …