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Psychiatric and Mental Health Commons™
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Articles 1 - 30 of 46
Full-Text Articles in Psychiatric and Mental Health
Starting With Story, Not Symptom: Narrative Collapse And Cultural Repair In Appalachia, Wayne Coombs Ph.D.
Starting With Story, Not Symptom: Narrative Collapse And Cultural Repair In Appalachia, Wayne Coombs Ph.D.
Journal of Appalachian Health
Appalachia’s opioid crisis reflects uneven burdens, especially in distressed coalfield counties, and it cannot be solved by symptom tracking alone. This commentary argues for a narrative shift, starting with story and cultural repair alongside clinical care. Narrative collapse is defined here as the loss of shared, dependable public meaning across groups, not the absence of storytelling in families, churches, and recovery circles. Trauma science suggests that chronic threat reshapes nervous systems across generations, making safety a prerequisite for renewed trust. Drawing on narrative identity research, the piece proposes peer story work as infrastructure that can reduce shame, support treatment engagement, …
Investigating The Role Of Dynamic Signaling Of Nrg3-Erbb4 In The Prefrontal Cortex In Mediating Nicotine Withdrawal Phenotypes, Emily Prantzalos
Investigating The Role Of Dynamic Signaling Of Nrg3-Erbb4 In The Prefrontal Cortex In Mediating Nicotine Withdrawal Phenotypes, Emily Prantzalos
Theses and Dissertations--Pharmacy
While several pharmacotherapies are currently available for nicotine use disorder (NUD), smoking cessation success rates remain below 10% each year. The molecular mechanisms underlying failed quit attempts continue to represent a critical gap in our knowledge. However, recent advances in understanding the genetic contributions to nicotine dependence offer a promising avenue for developing more effective cessation therapies. Prior research has identified genetic variation in Neuregulin 3 (Nrg3) and its cognate receptor ErbB4 as potential contributors to affective nicotine withdrawal (WD) phenotypes and cessation outcomes. Therefore, this dissertation aims to systematically investigate the region-specific, functional role of the Neuregulin Signaling Pathway …
Evaluating Preoperative Care Providers' Perceptions Of The Autism Support Checklist For Surgical Patients With Autism Spectrum Disorder, Amanda Hancock
Evaluating Preoperative Care Providers' Perceptions Of The Autism Support Checklist For Surgical Patients With Autism Spectrum Disorder, Amanda Hancock
DNP Projects
Abstract
Background: Individuals with autism spectrum disorder (ASD) are more likely to report barriers to healthcare access than individuals with other disabilities and non-autistic persons. Many barriers to healthcare for those on the spectrum have been identified and include: negative interactions with healthcare staff, communication barriers with healthcare providers, lack of providers knowledgeable of ASD, sensory concerns, and difficulty navigating the healthcare system. The Autism Support Checklist (ASC) is a tool designed to outline communication methods, sensory concerns, soothing items/actions, triggers, special interests, safety concerns, and other information pertinent to an autistic patient. The tool is designed to convey the …
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 …
Perspectives On The Clinical Use Of Anti-Amyloid Therapy For The Treatment Of Alzheimer's Disease: Insights From The Fields Of Cancer, Rheumatology, And Neurology, Gregory Jicha, Erin Abner, Elif Pinar Coskun, Mark Huffmyer, Thomas Tucker, Peter T. Nelson
Perspectives On The Clinical Use Of Anti-Amyloid Therapy For The Treatment Of Alzheimer's Disease: Insights From The Fields Of Cancer, Rheumatology, And Neurology, Gregory Jicha, Erin Abner, Elif Pinar Coskun, Mark Huffmyer, Thomas Tucker, Peter T. Nelson
Neurology Faculty Publications
Introduction: The advent of disease-modifying therapies for Alzheimer’s disease (AD) has raised many questions and debates in the field as to the clinical benefits, risks, and costs of such therapies. The controversies have resulted in the perception that many clinicians are apprehensive about prescribing these medications to their patient populations. There also remains widespread uncertainty as to the economic impact, cost benefit ratio, and safety oversight for use of these medications in standard clinical care settings.
Methods: To contextualize such issues, the present study compared anti-amyloid biologic therapy (lecanemab) to four commonly used biologic agents in other fields, including trastuzumab …
The Integrated Behavioral Model Of Mental Health Help Seeking (Ibm-Hs): A Health Services Utilization Theory Of Planned Behavior For Accessing Care, Joseph H. Hammer, David L. Vogel, Patrick R. Grzanka, Nayeon Kim, Brian T. Keum, Claire Adams, Sarah A. Wilson
The Integrated Behavioral Model Of Mental Health Help Seeking (Ibm-Hs): A Health Services Utilization Theory Of Planned Behavior For Accessing Care, Joseph H. Hammer, David L. Vogel, Patrick R. Grzanka, Nayeon Kim, Brian T. Keum, Claire Adams, Sarah A. Wilson
Chemical and Materials Engineering Faculty Publications
This article introduces the integrated behavioral model of mental health help seeking (IBM-HS), a theoretical model for understanding the constructs (e.g., systemic, predisposing, and enabling factors; mental health literacy; illness perceptions; perceived need; stigma; shame; perceived benefits, motivation) that influence people’s decision making around seeking professional mental health care and their ultimate access to formal treatment. The IBM-HS is a help-seeking-specific adaptation of the empirically supported integrated behavioral model and integrative model, which are themselves evolutions of the theory of planned behavior and theory of reasoned action. The IBM-HS posits that help-seeking determinants (e.g., structural forces; cultural influences; past help-seeking …
The Effect Of A Community Resiliency Model Education On Resilience, Psychological Empowerment, And Well-Being In Behavioral Health Nurses, Lorrie Smith-Esterle
The Effect Of A Community Resiliency Model Education On Resilience, Psychological Empowerment, And Well-Being In Behavioral Health Nurses, Lorrie Smith-Esterle
DNP Projects
Background: Resilience, well-being, and psychological empowerment are associated with improvement in job satisfaction and nurse retention rates. The Community Resiliency Model (CRM) can promote emotional regulation, well-being, and create an internal state of balance in response to work-related stressors. Educating nurses on how to use CRM enables the recognition of changes in thoughts, emotions, sensations, and internal or external stimuli, which can promote resilience, well-being, and psychological empowerment.
Purpose: The purpose of this project was to evaluate evaluate the effect of a resiliency education using the Community Resiliency Model (CRM) on resilience, psychological empowerment, and well-being of behavioral health nurses. …
Developing Ecologically Valid Clinical Tools For Persons With Tbi: Understanding The Role And Impact Of Distractions, Deanna Pinnow
Developing Ecologically Valid Clinical Tools For Persons With Tbi: Understanding The Role And Impact Of Distractions, Deanna Pinnow
Theses and Dissertations--Rehabilitation Sciences
There is a critical need for the development of ecologically valid clinical tools to assess real-life cognitive functioning in persons impacted by traumatic brain injury (TBI). Chronic cognitive impairments that are exacerbated by distractions are one of the core factors contributing to poor home and community re-integration post injury. Simulation-based digital platforms (i.e., virtual reality, augmented reality, and mixed reality) have become potential solutions for eliciting real-world cognitive performance in clinical settings. Yet, there is a paucity of research investigating the role and impact of distractions on cognition. As a result, there is no clear framework of measuring distractions to …
Internalized Homonegativity And The Mental Health Of Lesbian, Gay, And Bisexual Individuals: An Integrative Treatment Approach, David Kearby
Internalized Homonegativity And The Mental Health Of Lesbian, Gay, And Bisexual Individuals: An Integrative Treatment Approach, David Kearby
DSW Capstone Projects
Lesbian, gay, and bisexual individuals (LGBI) have a higher rate of mental health disorders than the general population. The mental health disparities experienced by LGBI are positively correlated with higher internalized homonegativity (IH) levels, which impacts their functioning at the unconscious, cognitive, and interpersonal levels. Thus, effective interventions targeting the mental health of LGBI must consider IH's intrapsychic, cognitive, and interpersonal nature. An integrative psychotherapy approach addressing the mental health and IH of LGBI is needed to address the intrapsychic, cognitive, and interpersonal factors at play.
Product one of this capstone is a systematic literature review that identified psychotherapeutic interventions …
Evaluating The Impact Of Mental Health Needs And Services Disruption: Covid-19 & Wisconsin Children’S Welfare Services, Gavin Rienne
Evaluating The Impact Of Mental Health Needs And Services Disruption: Covid-19 & Wisconsin Children’S Welfare Services, Gavin Rienne
Theses and Dissertations--Epidemiology and Biostatistics
Children’s traumatic experiences have lifelong impacts on their mental health and quality of life, therefore mental health services are a critical part of necessary community resources. The increased frequency and severity of natural disasters such as hurricanes, tornadoes, and pandemics reinforces the need to examine and understand the importance of mental health and child services in response to disaster events. This research assesses the relationship between disasters and subsequent health service utilization amongst children and adolescents. We investigated current research on the relationship between children’s mental health and community mental health resource efficacy and accessibility after a major disaster by …
Identification And Removal Of Barriers To Va Mental Health Treatment For Black Female Veterans, Thea Jenune Williams
Identification And Removal Of Barriers To Va Mental Health Treatment For Black Female Veterans, Thea Jenune Williams
DSW Capstone Projects
The Department of Veteran Affairs (VA) operates the largest integrated health care system in the country. The VA dates back to 1865, when President Lincoln signed legislature establishing a network for caring for the nation’s wounded after the Civil War. Many see this system as a safety net for the nation’s military veterans. Research shows veterans have reported several factors that interfere with them receiving needed mental health treatment from the VA. The majority of veterans are males however the number of females is quickly growing. Currently, females make up 11% of the veteran population and are projected to reach …
Implementation Of A Death Anxiety Screening Protocol Specific To Patients With Advanced Cancer In An Outpatient Palliative Care Setting, Olivia M. Sasdi
Implementation Of A Death Anxiety Screening Protocol Specific To Patients With Advanced Cancer In An Outpatient Palliative Care Setting, Olivia M. Sasdi
DNP Projects
Abstract
Background: Recent studies have shown that upwards of 80% of patients with advanced cancer suffer from death anxiety resulting in increased physical and psychological suffering. Despite death anxiety’s ubiquitous nature and negative impact, the literature regarding this condition consistently indicates that it remains under-identified and undertreated in patients with advanced cancer. The “Death and Dying Distress Scale” (DADDS) is a clinically validated tool used to identify, measure, and guide effective treatment modalities for death anxiety specifically in patients with advanced cancer, but is scarcely used routinely in practice. Incorporating this screening tool to be used regularly could improve identification …
Secondary Traumatic Stress Is An Occupational Hazard For Pet Hospice Support Staff: Psychoeducational Support Groups Provide The Cure, Kari Hayden
DSW Capstone Projects
There are three separate yet interrelated products presented in this final capstone product. The completed product is focused on pet hospice veterinary support staff and the need for an evidence-based social work intervention to combat secondary traumatic stress. This capstone uses the andragogical approach to adult learning theory as the foundation to construct a psychoeducational peer support group specific to this population. Implications for clinical social work in veterinary medicine are presented within this project.
The first scholarly product presented is the Systematic Literature Review (SLR). The SLR utilizes a scoping review process in an attempt to locate prior research …
Supportive Neighborhoods, Family Resilience And Flourishing In Childhood And Adolescence, Sheila Barnhart, Molly R. Bode, Michael C. Gearhart, Kathryn Maguire-Jack
Supportive Neighborhoods, Family Resilience And Flourishing In Childhood And Adolescence, Sheila Barnhart, Molly R. Bode, Michael C. Gearhart, Kathryn Maguire-Jack
Social Work Faculty Publications
Flourishing is linked with health and well-being in childhood and adulthood. This study applied a promotive factors model to examine how neighborhood assets might benefit child and adolescent flourishing by promoting family resilience. Using data from the combined 2018 and 2019 National Survey of Children’s Health, structural equation models tested direct and indirect relationships between neighborhood physical environment, neighborhood social cohesion, family resilience, and flourishing among 18,396 children and 24,817 adolescents. After controlling for multiple covariates that may influence flourishing, the models supported that higher levels of neighborhood social cohesion were directly associated with higher levels of flourishing adolescents, and …
Parental Barriers Toward Seeking Mental Healthcare For Saudi Children At Risk Of Adhd, Amani Kappi
Parental Barriers Toward Seeking Mental Healthcare For Saudi Children At Risk Of Adhd, Amani Kappi
Theses and Dissertations--Nursing
Attention deficit hyperactivity disorder (ADHD) is a mental health disorder commonly diagnosed in childhood. Underdiagnosis and undertreatment of ADHD can lead to the development of other mental illnesses and disruptions in social functioning in adulthood. Therefore, parents can play a crucial role in proactively seeking mental healthcare for children who are at risk for or who have a clear diagnosis of ADHD. Studies in the United Kingdom and the United States highlight many barriers that prevent parents from seeking mental healthcare for their children, such as negative attitudes towards the mental healthcare system and stigma towards mental illnesses.
Cultural differences …
Building Tools For Improved Modulation Of The Human Gabaa Receptor, A Central Nervous System Target For The Treatment Of Anxiety, Garrett Edward Zinck
Building Tools For Improved Modulation Of The Human Gabaa Receptor, A Central Nervous System Target For The Treatment Of Anxiety, Garrett Edward Zinck
Theses and Dissertations--Pharmacy
In the U.S., anxiety is recognized as an increasing range of mentally and physically debilitating psychiatric health disorders with significant economic repercussions. Over the last 20 years, several novel anti-anxiety therapies have entered the drug development pipeline, but none have made it to market.
The work in this dissertation focused on structurally modifying valerenic acid (VA), a structurally unique carboxylated sesquiterpene acid found in Valeriana officinalis. VA is putatively reported to have allosteric modulatory activity of the human GABAA receptor, a ligand-gated ion channel responsible for attenuating neurotransmissions. Structural modeling of VA’s GABAA receptor interaction suggests that …
Autonomous Self-Care: A Means To Mitigate Secondary Traumatic Stress Among Clinical Social Workers, Jessica Byrd
Autonomous Self-Care: A Means To Mitigate Secondary Traumatic Stress Among Clinical Social Workers, Jessica Byrd
DSW Capstone Projects
Secondary traumatic stress (STS) negatively impacts the health of clinical social workers, thus, impairing their ability to provide quality services. The symptoms and consequences of STS have been discussed for decades and the conversation continues because STS is a prevalent and pervasive problem that effects social workers, clients, and organizations. For as long as STS has been recognized as a problem, self-care has been identified as a solution. Yet, clinical social workers underutilize self-care strategies to safeguard their mental, physical, and emotional well-being.
A systematic review of the literature review was conducted to explore, why self-care is underutilized among clinical …
Transforming Hurt Boys Into Restored Men: The Lack Of Mental Health Treatment For Black Male Trauma Survivors, Shericka Danielle Smith
Transforming Hurt Boys Into Restored Men: The Lack Of Mental Health Treatment For Black Male Trauma Survivors, Shericka Danielle Smith
DSW Capstone Projects
Trauma affects individuals differently, but the prevalence of trauma and its impact on Black males is detrimental. Black males are at higher risk for posttraumatic stress disorder (PTSD), depression, substance abuse, and violent crimes when trauma is left untreated by a mental health professional. As the number of traumatic events experienced by Black males continues to rise, the number of these males who seek mental health treatment remains stagnant and painfully low. Many factors play into these behaviors, yet very little data exists on what is being done to change them.
Product one is a systematic literature review in which …
Social Media Use And Mental Health: An Educational Intervention To Reduce Depression And Anxiety In Adolescents, Natalie Catlett
Social Media Use And Mental Health: An Educational Intervention To Reduce Depression And Anxiety In Adolescents, Natalie Catlett
DNP Projects
Background: Most adolescents spend a great deal of their time using various social media platforms. However, excessive and maladaptive social media use is correlated with worsening symptoms of depression and anxiety among adolescents.
Objective: This project aimed to determine whether an educational intervention could help decrease overall time spent using social media and improve mood and mental health outcomes among adolescents with depression or anxiety disorders.
Methods: This was a quasi-experiment with a pretest and posttest design. An educational intervention about the relationship between social media use and symptoms of depression and anxiety among adolescents and strategies to minimize risk …
Screening For Severe Mental Illness In A Correctional Setting Using The Brief Jail Mental Health Screening Tool, Stephanie Kohl
Screening For Severe Mental Illness In A Correctional Setting Using The Brief Jail Mental Health Screening Tool, Stephanie Kohl
DNP Projects
Abstract
BACKGROUND: Prisoners who are detained in jails and detention centers have higher rates of Severe Mental Illness (SMI) compared to the general population. However, SMI is often unidentified in this population, largely due to lack of assessment using effective SMI screening tools and lack of knowledge among prison staff about the prevalence of SMI and the importance of identification in the correctional setting. Prisoners with SMI often act out violently against others and themselves. Current standard practice for SMI screening varies significantly across jails. Many jails use standard medical questionnaires which help obtain a brief medical history but often …
The Effect Of Education On The Nida Modified Assist (Nmassist) Tool On Knowledge And Screening For Substance Use Disorder Among Clinicians, Victoria Page Arnold
The Effect Of Education On The Nida Modified Assist (Nmassist) Tool On Knowledge And Screening For Substance Use Disorder Among Clinicians, Victoria Page Arnold
DNP Projects
Background: Substance use disorder (SUD) is a disparity affecting nearly 24 million individuals in the U.S., nearly 10% of the total population. Oftentimes, the emergency department (ED) is the only medical care this population receives. There is often a lack of screening for SUD in ED’s, therefore referred care may be limited for these individuals. The National Institute on Drug Abuse Modified Assist (NMASSIST) is an evidence-based tool developed to educate and screen for SUD. This tool can be completed in a timely manner and aid in the recommended referral of care for this select population.
Purpose: The purpose of …
Evaluation Of Middle School Teachers Knowledge, Attitudes, And Barriers Pertaining To Adapted Youth Mental Health First Aid For Middle School Students, Lauren Hurley
DNP Projects
Background: An estimated 17.1 million youth have experienced a mental health disorder, more than the number of children with cancer, diabetes, and AIDS combined (National Council for Behavioral Health, 2016). Unfortunately, of those children with a diagnosable condition, only a third receive mental health treatment (National Council for Behavioral Health, 2016). If a child or adolescent’s mental health disorder is left untreated, then unresolved issues may continue to affect them as adults, creating physical and mental health impairments, that could potentially have a negative impact on their futures. Youth Mental Health First Aid (YMHFA) is an evidenced-based training program that …
Policy Change To Reduce Active Duty Suicide Rates, Michelle Rae Loper
Policy Change To Reduce Active Duty Suicide Rates, Michelle Rae Loper
DSW Capstone Projects
There continues to be a dramatic increase in the rates of suicide within the Active-Duty military population. There have been a number of efforts to curb the rates without any prolonged success. Several actions and studies have been conducted on risk factors, prevention efforts, and treatment interventions in an attempt to reduce the rates. This capstone comprises a sequence of academic papers: a systematic literature review, a conceptualization paper, and a practical application paper. This project aims to identify the essential policy components necessary moving forward within the Department of Defense to address this critical issue. The research question leading …
Bolstering The Effectiveness Of Exposure-Response Prevention In The Treatment Of Obsessive-Compulsive Disorder: Using Self-Compassion As An Adjunctive Intervention, Whitney E. Dyer
DSW Capstone Projects
Individuals suffering with Obsessive-Compulsive Disorder (OCD) face many challenges receiving proper diagnostics and evidence-based treatment. Furthermore, Exposure-Response Prevention (ERP), the empirically supported gold standard approach for targeting OCD, presents its own challenges. Examining the influences of ERP treatment reluctance is paramount to bolstering the effectiveness of outcomes and safeguarding participant adherence and ultimate success. This Capstone highlights the overlooking of addressing shame within traditional ERP protocol and posits a practice application model that supports the adjunctive use of self-compassion, a potent antidote for shame, within the use of ERP. As treatment hesitation is an inhibitor to relief for OCD sufferers, …
Psychological Distress And Relationship Satisfaction Among Survivors Of Sexual Violence, Alyssa Campbell
Psychological Distress And Relationship Satisfaction Among Survivors Of Sexual Violence, Alyssa Campbell
Theses and Dissertations--Family Sciences
The World Health Organization (WHO; 2002) has indicated that sexual violence is a serious public health concern, and both the WHO and the United Nations (UN) have declared that violence against women, in particular, is a profound violation of human rights (UN General Assembly, 1993; WHO, 2017). Although the systemic and negative impact of trauma on family and intimate relationships have been well documented, the empirical literature regarding the effects of adult sexual trauma on relationship satisfaction is less robust. These studies are designed to address this gap and will do so with analyses centered on an understudied population: the …
Anxiety Screening In Children & Adolescents With Type 1 Diabetes Using The Gad-7 Tool, Allison B. Reynolds
Anxiety Screening In Children & Adolescents With Type 1 Diabetes Using The Gad-7 Tool, Allison B. Reynolds
DNP Projects
BACKGROUND: Children and adolescents with type 1 diabetes (T1DM) can encounter a variety of factors that affect proper management of their diabetes, including mental health. Youth with diabetes have significantly higher rates of depression, anxiety, and mental health problems compared to the general population. Anxiety is especially prevalent. PURPOSE: The objective of this project was to evaluate anxiety screening of children and adolescents with T1DM during their routine diabetes visits. Specifically, to assess for any trends in anxiety levels and patient characteristics including demographics, insulin regimen and A1C levels. METHODS: A cross- sectional, retrospective review of ambulatory electronic health records …
The Effects Of Compassion Fatigue On Burnout Among Inpatient Psychiatric And Intensive Care Unit Nurses, Amita Madan Neidlinger
The Effects Of Compassion Fatigue On Burnout Among Inpatient Psychiatric And Intensive Care Unit Nurses, Amita Madan Neidlinger
DNP Projects
PURPOSE: This DNP project is relevant to nurses of the psychiatric and Intensive Care Unit (ICU) setting, as high stress environments may produce higher rates of compassion fatigue and burnout. Investigation of these areas may help illuminate unnecessary healthcare costs that are associated with these phenomena. This DNP project is important to the University of Kentucky’s healthcare system, its patients, and nurses. Increased absenteeism and increased medication errors are positively associated with the prevalence of compassion fatigue and burnout in nurses. Outcomes from this project will allow identification of unnecessary healthcare costs and encourage administrators to focus on reducing nurse …
Assessment Of The Need For Provider Education On Screening For Depression In Patients With Select Dermatologic Problems, Sarah B. Zerhusen
Assessment Of The Need For Provider Education On Screening For Depression In Patients With Select Dermatologic Problems, Sarah B. Zerhusen
DNP Projects
PURPOSE: The purpose of this project is to evaluate the knowledge, attitudes, perceptions, skills, and self-efficacy of dermatology providers’ assessment of depression in patients with chronic skin disease to determine the need for continuing education programs.
METHODS: This is a single practice, multi site, quantitative correlational design study to assess provider use, comfort, and proficiency of screening and discussion of depression in patients suffering from plaque psoriasis and atopic dermatitis. Data was collected through the use of a questionnaire dispensed in January of 2018. The sample consisted of 23 dermatology providers in a dermatology practice with clinics in Louisville, Lebanon, …
Evaluating The Relationship Between Phq9 And Global Pain Scale (Gps) Scores In Opioid Dependent Adults: A Retrospective Correlational Study, Lori Nolan
DNP Projects
Background: Depression, chronic pain and opioid dependence are conditions commonly encountered in primary care settings. These comorbidities create treatment challenges while negatively influencing outcomes of care. The Patient Health Questionnaire (PHQ9) and Global Pain Scale (GPS) are valid screening tools used to score depression and pain symptoms. The purpose of this study was to determine the relationship between the PHQ9 and Global Pain Scale (GPS) scores in opioid dependent adults with chronic pain to determine whether both tools are necessary.
Methods: This was a descriptive study using a retrospective correlational research design. Data was obtained from the electronic medical records …
Bayesian Prediction Intervals For Assessing P-Value Variability In Prospective Replication Studies, Olga A. Vsevolozhskaya, Gabriel Ruiz, Dmitri Zaykin
Bayesian Prediction Intervals For Assessing P-Value Variability In Prospective Replication Studies, Olga A. Vsevolozhskaya, Gabriel Ruiz, Dmitri Zaykin
Biostatistics Faculty Publications
Increased availability of data and accessibility of computational tools in recent years have created an unprecedented upsurge of scientific studies driven by statistical analysis. Limitations inherent to statistics impose constraints on the reliability of conclusions drawn from data, so misuse of statistical methods is a growing concern. Hypothesis and significance testing, and the accompanying P-values are being scrutinized as representing the most widely applied and abused practices. One line of critique is that P-values are inherently unfit to fulfill their ostensible role as measures of credibility for scientific hypotheses. It has also been suggested that while P-values …