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2024

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Articles 3871 - 3900 of 4141

Full-Text Articles in Psychology

Psychotherapeutic Interventions For Individuals Experiencing Auditory Verbal Hallucinations: A Systematic Review, Keren Shemesh Jan 2024

Psychotherapeutic Interventions For Individuals Experiencing Auditory Verbal Hallucinations: A Systematic Review, Keren Shemesh

Theses and Dissertations

The objective of this review was to systematically review the available research on psychotherapeutic interventions for individuals experiencing Auditory Verbal Hallucinations (AVH). This review focused on interventions evaluated using Randomized Control Trials (RCTs). Data on the treatment protocols and their efficacy was reviewed, as well as proposed mechanisms of change. Included treatment protocols were evaluated for their attention to culture. Using specific search criteria, 17 studies were identified and evaluated. Out of the 17 included studies, three utilized individual and group Cognitive Behavioral Therapy for Psychosis (CBTp) as their intervention of choice and six utilized individually created therapies based upon …


The Impact Social Support And Community-Based Programs Have On The Reduction Of Recidivism, Lysa Lynnette Liggins Jan 2024

The Impact Social Support And Community-Based Programs Have On The Reduction Of Recidivism, Lysa Lynnette Liggins

Theses and Dissertations

Recidivism is defined as the tendency for an individual to relapse into criminal behavior after being incarcerated. This poses a challenge to the criminal justice system and there is a growing recognition of the role that receiving social support plays in decreasing the rate of recidivism. This research provides a comprehensive review of the literature that examines the impact of social support on reducing recidivism. This study reviews and synthesizes findings about community-based programs’ positive impact on formerly incarcerated individuals. Also, it explores the five components of social support: emotional support, informational support, tangible support, networking support, and affirmation of …


Not Just Bony Fish: All Nonmammalian And Nonavian Animals Are Neglected In Both Welfare And General Research, Jennifer A. Mather Ph.D. Jan 2024

Not Just Bony Fish: All Nonmammalian And Nonavian Animals Are Neglected In Both Welfare And General Research, Jennifer A. Mather Ph.D.

Animal Sentience

The lack of research on fish welfare highlighted by Oldfield & Bonano (2024) is only part of a more general problem: a relative neglect of animals other than mammals and birds. The causes are our lack of knowledge, our negative view of what we consider to be “lower” animals and our underestimation of their intelligence and sensitivity. Our estimation will increase as our knowledge increases. As a broader view spreads to the public through the media, it should gradually increase the demand to expand both research and welfare, especially beyond mammals and birds.


A Composite Cognitive Workload Evaluation Of The Hysteresis Effect, Jon Vogl Jan 2024

A Composite Cognitive Workload Evaluation Of The Hysteresis Effect, Jon Vogl

Dissertations and Theses

Advancements in technology have changed the dynamic of work as it is performed in safety-critical tasks. Today, many systems offer operators the option to ease the burden of complex tasks by offloading subtasks to automation technology. The goal of adaptive automation is to eliminate the need for operators to engage/disengage automation, and instead have automated control of subtasks adapt to the needs of the operator in real time. However, each change in automation also creates a task demand transition, which have been shown to elicit unexpected effects on cognitive workload metrics. Adaptive automation systems need to be ready to account …


Implementing A Stepped Care Model: A Case Study Of Two College Counseling Centers, Stephanie L Johnson-Kane Jan 2024

Implementing A Stepped Care Model: A Case Study Of Two College Counseling Centers, Stephanie L Johnson-Kane

Dissertations and Theses

The demand for mental health counseling services has surged, but the capacity of college counseling centers to meet this demand has not kept pace. The effects of COVID-19 have exacerbated this already fragile system of care. College students are enrolling in college with increased levels of anxiety, depression, disordered eating, suicidal ideation, and substance use. College counseling center staff are facing burnout. The waitlist to receive mental health services is at critical capacity. This multi-site case study was designed to foster an understanding of two college counseling centers' implementation of the stepped care approach as a mental health service delivery …


Examining Driver Preferences For Intelligent Audiovisual Warnings At Highway-Rail Grade Crossings, Samantha Walker Jan 2024

Examining Driver Preferences For Intelligent Audiovisual Warnings At Highway-Rail Grade Crossings, Samantha Walker

Dissertations, Master's Theses and Master's Reports

Driver noncompliance and poor decision-making are known contributors to highway-rail grade crossing incidents and accidents. Recent advances in intelligent in-vehicle warning systems have provided new opportunities for improved safety at highway-rail grade crossings. Intelligent warning systems that can communicate between connected vehicles and the infrastructure (V2I) have been proposed to improve safety. However, limited human factors research has been conducted regarding how drivers might react to these in-vehicle warnings. This study evaluated driver preferences, use cases, and message design variations for in-vehicle audiovisual warnings for rail crossing warning violations by varying two message factors: message length and whether the message …


The Lived Experience Of The Covid-19 Pandemic Among Mandate-Resistant Adults In Washington State, Amber N. Peterson Jan 2024

The Lived Experience Of The Covid-19 Pandemic Among Mandate-Resistant Adults In Washington State, Amber N. Peterson

Antioch University Dissertations & Theses

This study examined the lived experience of self-identified, mandate-resistant adults in Washington state. This study explored participants’ experience of the COVID-19 pandemic, from a retrospective framework by uncovering challenges, silver linings, decision-making, and self-reported mental health. Remote interviews were conducted with nine participants. Participants were between 23–31 years old, mostly male, and over half identified as Black. Through semi structured interviews, data was collected and analyzed using Interpretive Phenomenological Analysis (IPA). Participants described their experiences during the COVID-19 pandemic and highlighted significant changes in the way they lived their lives. Most notably, participants described ways in which they defied COVID-19 …


Male Collegiate Student-Athletes Masculinity And Attitudes Toward Mental Health Seeking, Jennifer L. Mayette Jan 2024

Male Collegiate Student-Athletes Masculinity And Attitudes Toward Mental Health Seeking, Jennifer L. Mayette

Antioch University Dissertations & Theses

The mental health and well-being of college student-athletes has recently come to the attention of the general public with the increase in current and past athletes speaking out about the stressors they faced during their collegiate careers. With this increase in attention, higher education institutions and larger athletic associations have turned towards research to identify factors that are contributing to the struggles of student-athletes. One factor that has consistently been identified as a barrier for athletes seeking help for mental health concerns is stigma. For male student-athletes in particular, perception of the stigma associated with receiving psychological help due to …


Ain’T I A Survivor Too: Contextualizing Black Women’S Experience Of Sexual Trauma And Healing, Danielle Alyssa Samuel Jan 2024

Ain’T I A Survivor Too: Contextualizing Black Women’S Experience Of Sexual Trauma And Healing, Danielle Alyssa Samuel

Antioch University Dissertations & Theses

The double bind of Black womanhood has been long documented in Black feminist literature. This dissertation seeks to greatly contextualize how Black women experience make sense of, and heal from, sexual trauma given the nature of gendered racism in the United States (U.S). Utilizing a convergent parallel design grounded in Black Feminist Theory and hermeneutic phenomenology, the lived experiences of 98 Black women from across the U.S. were investigated. Regression analyses revealed that the frequency of gendered racial microaggressions and the associated appraisal were not significant predictors of participants’ PTSD symptoms. Additionally, PTSD symptoms were inversely predictive of current perceptions …


Ideals Of Benevolence, Acts Of Dysconsciousness: White Women's Pursuit Of Diversity In Nonprofits, Tessa A. Fulmer Jan 2024

Ideals Of Benevolence, Acts Of Dysconsciousness: White Women's Pursuit Of Diversity In Nonprofits, Tessa A. Fulmer

Antioch University Dissertations & Theses

Recent political movements such as the Black Lives Matter and #MeToo movements have brought renewed attention to the social roles of White women and their unique position of intersectional privilege and oppression. White women experience the benefits of whiteness while simultaneously experiencing the gendered oppression of womanhood. However, there is a lack of research exploring how White women conceptualize and respond to their own positionality as both White individuals and as women. This study utilizes constructivist grounded theory to examine how White women navigate their social location within the context of working in the nonprofit sector, a space wherein White …


From East To West: Exploring The Mental Health Of Punjabi Immigrants Residing In British Columbia, Jasleen Kaur Jan 2024

From East To West: Exploring The Mental Health Of Punjabi Immigrants Residing In British Columbia, Jasleen Kaur

Antioch University Dissertations & Theses

Mental health has been a topic that is slowly gaining more acknowledgement and awareness over time. However, despite the elevation in awareness, there are many cultures where mental health issues remain subject to stigma, which discourages an individual from seeking, or even acknowledging, mental health treatment and services. This study focuses upon varying perceptions of mental health by exploring in-depth the perception of mental health within the Punjabi community and how Punjabi culture affects such perceptions. Specifically, this research study examines how young adults who immigrated from Punjab, India to British Columbia (B.C.) perceive and respond to mental health concerns. …


The Development Of Internalized Sexism In Young Adult Women, Kylie Schwabe Jan 2024

The Development Of Internalized Sexism In Young Adult Women, Kylie Schwabe

Antioch University Dissertations & Theses

The present study utilized Interpretative Phenomenological Analysis in order to examine the lived experiences of young adult, cisgender women and the development of internalized sexism. Eight participants completed semi–structured interviews focused on their relationships with other women and subsequent views of womanhood. Themes found were (a) womanhood is taught by women throughout the lifespan, (b) women are sexually responsible for men, (c) women are emotional caregivers, (d) there are biological bases of womanhood, (e) women are expected to “do it all,” (f) expectations of women are fueled by media portrayal, (g) traditional femininity is seen as oppositional to the feminist …


Romantic Relationships And Adult Third Culture Kids, Samantha B. Hoffmann Jan 2024

Romantic Relationships And Adult Third Culture Kids, Samantha B. Hoffmann

Antioch University Dissertations & Theses

This study explored the lived experiences of romance and love among the Adult Third Culture Kids (ATCKs) population. A total sample of 10 participants was collected for the purpose of the study (five female and five male). Participants were of varying ethnicities, 25–46 years of age, met the study criteria for TCK identity, and reported at least one previous or current romantic relationship. Participants endorsed a history of a mobilized lifestyle and living in countries differing from their own passport country prior to the age of 18. Utilizing an Interpretive Phenomenological approach, participants were interviewed remotely and asked to describe …


Exploring Viability In Help-Seeking Attitudes And Preferences Among Black Christian Churchgoers: A Case For Interprofessional Collaboration Between Black Churches And Mental Health Professionals, Samanda Bryant Hagan Jan 2024

Exploring Viability In Help-Seeking Attitudes And Preferences Among Black Christian Churchgoers: A Case For Interprofessional Collaboration Between Black Churches And Mental Health Professionals, Samanda Bryant Hagan

Antioch University Dissertations & Theses

Support for collaborative partnerships between Black churches and mental health professionals is on the rise. Yet, little attention has been given to if and how the numerous barriers that Black people face in both domains, among others, affects mental health help-seeking attitudes and preferences on a sociocultural level. When there are negative consequences to mental health treatment utilization, either perceived or real, within every context of one’s lived experience, self-concealment may be a more favorable option. Using a quantitative, cross-sectional research design, the current study explores the relationship between self-concealment and religious and professional mental health help-seeking attitudes and preferences …


The Relationship Of Intolerance Of Uncertainty And Inferential Confusion To Obsessive-Compulsive Symptoms In A Nonclinical Sample, Fiona Christina Ball Jan 2024

The Relationship Of Intolerance Of Uncertainty And Inferential Confusion To Obsessive-Compulsive Symptoms In A Nonclinical Sample, Fiona Christina Ball

Graduate Research Theses & Dissertations

Intolerance of uncertainty (IU) is a transdiagnostic cognitive vulnerability that has been linked to obsessive-compulsive (OC) and generalized anxiety (GA) symptoms. Inferential confusion (IC) refers to dysfunctional reasoning which overvalues imagined possibilities and devalues sensory information. The inference-based approach (IBA) proposes that IC generates obsessional doubt which leads to OC symptoms. Conceptually, IU and IC both involve the existence of multiple possibilities, and the limits of knowledge. No prior research has studied these constructs together. The current study sought to examine the relationships among IU, IC, and OC symptoms in a nonclinical sample. IC was explored as a potential condition …


Turnover Intention Of Women Leaders: The Role Of Leader Identity Development, Haleigh Broucher Jan 2024

Turnover Intention Of Women Leaders: The Role Of Leader Identity Development, Haleigh Broucher

Graduate Research Theses & Dissertations

Women’s turnover rate within leadership positions exceed that of men, but the literature fails to outline the specific contexts and antecedents of such gender differences in turnover. Drawing from the leader identity literature, I outline how gender differences in leader identity strength can help illuminate why we see higher turnover intention of women in leadership positions. Given that a strong leader identity has shown to lower turnover intention, I investigate how the leader identity development process unfolds differently for women (compared to men). Leader identity development occurs through the exchange of leader behavior asserting authority (i.e., leader claims) and follower …


Maternal Cumulative Trauma And Child Externalizing Behavior: Indirect Pathways Through Posttraumatic Stress Symptoms And Parenting Behaviors, Chynna Michelle Dubuclet Jan 2024

Maternal Cumulative Trauma And Child Externalizing Behavior: Indirect Pathways Through Posttraumatic Stress Symptoms And Parenting Behaviors, Chynna Michelle Dubuclet

Graduate Research Theses & Dissertations

The present study aimed to add to the literature by analyzing the relationships present within the connection between maternal cumulative trauma and child externalizing behaviors. Specifically, this study examined the indirect effects that posttraumatic stress symptoms and parenting behaviors exert on the relationship between maternal cumulative trauma and externalizing behaviors. This study used structural equation modeling to assess the relationship between maternal cumulative trauma and child externalizing behaviors (i.e., conduct and behaviors, hyperactivity/impulsivity, opposition/defiance) through maternal PTSS and parenting behaviors (i.e., acceptance, lax discipline, overreactive discipline). Data was collected from 308 mothers (Mage = 20.59, 70.0% White/Caucasian) between April 2020 …


Understanding The Effects Of Organizational And Individual Level Motivations On Impression Formation For Persons With Disabilities In The Workplace, Lauren Francesca Luchetti Jan 2024

Understanding The Effects Of Organizational And Individual Level Motivations On Impression Formation For Persons With Disabilities In The Workplace, Lauren Francesca Luchetti

Graduate Research Theses & Dissertations

In recent years, organizations have begun paying more attention to hiring people with disabilities because of evidence supporting direct and indirect benefits to the organization. The business case for disability outlines the economic benefits for hiring those with disabilities, such as lower rates of turnover and absenteeism. Despite the motivations to hire those with disabilities, this population continues to suffer from higher rates of unemployment and underemployment. The current project attempts to shed light on the mechanisms that can improve the effectiveness of hiring motivations and disability hiring rates. In two experimental studies, the effect of the business case on …


A Comparison Of Academic Achievement And Psychological Symptoms In Homeschooled And Traditionally Schooled Children: Accounting For Demographic And Family Characteristics, Lauren Elizabeth Hauck Jan 2024

A Comparison Of Academic Achievement And Psychological Symptoms In Homeschooled And Traditionally Schooled Children: Accounting For Demographic And Family Characteristics, Lauren Elizabeth Hauck

Graduate Research Theses & Dissertations

The prevalence of homeschooling is increasing, especially in the aftermath of the COVID-19 pandemic. However, methodologically strong research examining how children's well-being may differ based on their schooling type (i.e., homeschooled vs. traditionally schooled) is rare. This study is a response to a call for advancing the methodological rigor and expanding our understanding of family contributions to differences between homeschooled and traditionally schooled children’s adjustment. Thus, the study aims to determine if differences between homeschooled and traditionally schooled (i.e., attending public school) children’s academic and emotional adjustment are present after accounting for both family demographic characteristics and parenting and home …


Expressive Writing Rooted In Self-Determination Theory: An Intervention For Racial Trauma, Diana A. Robinson Jan 2024

Expressive Writing Rooted In Self-Determination Theory: An Intervention For Racial Trauma, Diana A. Robinson

Graduate Research Theses & Dissertations

Understanding the impact of racial discrimination is not a new endeavor in the field of psychology. However, research utilizing a trauma-focused lens to evaluate the negative mental health outcomes in the aftermath of racial discrimination is only in its infancy. In addition to depression, anxiety, and substance use, recent research has linked racial discrimination to negative mental health outcomes that mirror that of posttraumatic stress disorder (PTSD). Although many researchers have identified the negative effects of racial discrimination, few studies have examined intervention approaches designed to reduce the negative impact of racial discrimination. Self-Determination Theory (SDT) is a comprehensive theory …


Experiences Of Discrimination, Covid-19 Stress, And Racial Trauma In College Students, Jennifer Valentine Jan 2024

Experiences Of Discrimination, Covid-19 Stress, And Racial Trauma In College Students, Jennifer Valentine

Graduate Research Theses & Dissertations

Extant literature has illustrated the devastating effects of repeated exposure to discriminatory events on Black, Indigenous, and People of Color (BIPOC), leading to the development of a psychological injury, known as racial trauma. Research has suggested that racial trauma can sensitize individuals to future stressors, potentially placing marginalized populations at risk of developing adverse mental health outcomes due to the pervasive effects of systemic racism. While the literature on racial trauma is expanding, there remains a paucity of research examining racial trauma in the context of inequity in communities of color, such as during the COVID-19 pandemic. In addition, despite …


Development Of A Novel Prosocial Teasing Measure For Adolescents, Kristina Wiemer Jan 2024

Development Of A Novel Prosocial Teasing Measure For Adolescents, Kristina Wiemer

Graduate Research Theses & Dissertations

Prosocial teasing is a fun, playful way for students to interact with each other that involves humorous off-record markers and playful provocation. While research has been done to observe prosocial teasing in school-aged youth, there are no validated measures of prosocial teasing that are designed to measure prosocial teasing frequency in adolescents. The current study extended the research on prosocial teasing through the validation of a novel, adolescent-specific measure of prosocial teasing behavior frequency. The current study also explored gender and grade-level differences in self-reported prosocial teasing frequency. Results indicated a one factor structure to the novel prosocial teasing measure …


Trajectory Of Infant Emotion Regulation Strategies And Negative Affect And Associations With Toddler Externalizing Problems, Sabrina D. Ung Jan 2024

Trajectory Of Infant Emotion Regulation Strategies And Negative Affect And Associations With Toddler Externalizing Problems, Sabrina D. Ung

Graduate Research Theses & Dissertations

Previous research recognizes the critical role played by child emotion regulation (ER), the regulatory component of temperament, and negative emotionality (i.e., the tendency to experience negative emotions such as fear, sadness, anger, and frustration) in emotional and behavioral functioning throughout the lifespan. Poor ER and high negative affect in early childhood are linked to impulsive and aggressive behaviors, internalizing behaviors, and lower cognitive functioning. However, few studies have investigated how specific ER strategies and negative affect change across infancy by employing latent growth modeling. Additionally, existing work has neglected to examine the growth trajectory of escape behaviors across infancy as …


Defending Behavior In Bullying: Moral Disengagement, Defender Self-Efficacy, Student-Student Relationship Quality And Student-Teacher Closeness, Ruth Jeong Jan 2024

Defending Behavior In Bullying: Moral Disengagement, Defender Self-Efficacy, Student-Student Relationship Quality And Student-Teacher Closeness, Ruth Jeong

Graduate Research Theses & Dissertations

Bullying is a social phenomenon that involves more participants than the bully and the victim. Since the identification of other bullying participant behaviors, endeavors have been made to explore what inclines a person to defend a victim of bullying. With the social cognitive theory in mind, the current study examined whether students’ level of moral disengagement and defender self-efficacy were associated with engagement in defending behavior with a sample of 573 six to eighth grade students. Additionally, students’ perceived relationship qualities with teachers and peers were examined as moderators in the association among moral disengagement, defender self-efficacy, and defending behavior. …


Building From The Family Stress Model: Examining The Role Of Maternal Impulsivity And Neighborhood Collective Efficacy On Adolescent Psychological Symptoms, Lauren Therese Mcneela Jan 2024

Building From The Family Stress Model: Examining The Role Of Maternal Impulsivity And Neighborhood Collective Efficacy On Adolescent Psychological Symptoms, Lauren Therese Mcneela

Graduate Research Theses & Dissertations

The Family Stress Model (FSM) offers an understanding of the complex relationship between economic hardship and child outcomes through a number of parent factors (e.g., psychological functioning) and parenting practices; however, additional variables of influence were considered within this framework, as a way to fully encapsulate the processes within the family and neighborhood contexts that influence child psychological functioning. Using the Future of Families and Child Wellbeing Study, formerly called Fragile Families and Child Wellbeing Study (FFCWS), a sample of primarily low-income, single-parent households, the present study examined the FSM in relation to adolescent externalizing and internalizing psychological outcomes. Additionally, …


Self-Compassion Intervention For Shame In Trauma-Exposed Gender And Sexual Minorities, Kyla A. Leonard Jan 2024

Self-Compassion Intervention For Shame In Trauma-Exposed Gender And Sexual Minorities, Kyla A. Leonard

Graduate Research Theses & Dissertations

Individuals who identify as gender or sexual minorities (e.g., lesbian, gay, bisexual, pansexual, asexual, queer, transgender, nonbinary, intersex, gender nonconforming, etc.) have a high prevalence of interpersonal trauma. These individuals also experience a higher likelihood of experiencing posttraumatic stress disorder (PTSD) symptoms after exposure to potentially traumatic events. It has also been shown that those who identify as gender or sexual minorities experience high rates of shame due to minority stress and psychological factors such as internalized heterosexism. Experiences of shame are a central component in the development and maintenance of PTSD symptoms, particularly within this population. Self-compassion is an …


Examining Relations Among Educator Demands, Burnout, And Engagement: Work Recovery As A Moderator During Covid-19, Kellie Menter Jan 2024

Examining Relations Among Educator Demands, Burnout, And Engagement: Work Recovery As A Moderator During Covid-19, Kellie Menter

Graduate Research Theses & Dissertations

Education is described as a fulfilling career field; however, educator shortages associated with burnout and job dissatisfaction constitute a major issue in public education currently. During the COVID-19 pandemic, new challenges resulted in increased job stress for many educators. Using survey responses of a sample of 159 educators from a midwestern public school district, the current study explored whether a personal resource, work recovery experiences, was associated with educator burnout and work engagement during the context of remote instruction associated with the COVID-19 pandemic. Results indicated psychological detachment significantly moderated the relation between demands and burnout. However, control over leisure …


Explicit And Implicit: Traumatized Cognitions And Identities, Brandon Michael Davis Jan 2024

Explicit And Implicit: Traumatized Cognitions And Identities, Brandon Michael Davis

Graduate Research Theses & Dissertations

Negative cognitions following exposure to traumatic events, such as viewing the self or the world negatively, are a crucial factor in the development and maintenance of posttraumatic stress disorder (PTSD). Furthermore, evidence points to traumatic exposure impacting identity and perception of the self. Effective measurement of these negative self-cognitions is important for understanding the consequences of traumatic events. Self-report measures are the most common approach to studying cognitions, but other methods such as cognitive tasks that require automatic responses may give further insight into negative posttraumatic cognitions. This study sought to investigate self-report and automatic evaluations of trauma cognitions in …


Motivation, Engagement, And The Student-Teacher Relationship As Predictors Of Academic Outcomes, Courtney Weaver Jan 2024

Motivation, Engagement, And The Student-Teacher Relationship As Predictors Of Academic Outcomes, Courtney Weaver

Graduate Research Theses & Dissertations

Motivation and engagement have long been studied in educational literature as factors that contribute to student academic achievement. The student-teacher relationship has also gained attention as a factor that exerts influence on students’ performance in the classroom. Models that consider context, or the ways in which these student- and teacher-level factors work together, are lacking in the literature. The current study employed an ecological systems framework with concepts from two related theories, attachment and self-determination, to investigate the roles of motivation, engagement, closeness and conflict in the student-teacher relationship as influences on student academic outcomes. Data for the current study …


Examining Invalid Brief Child Abuse Potential Inventory Profiles Within A Randomized Controlled Trial For Toddler-Aged Children And Their Parents, Lindsay Rebecca Druskin Jan 2024

Examining Invalid Brief Child Abuse Potential Inventory Profiles Within A Randomized Controlled Trial For Toddler-Aged Children And Their Parents, Lindsay Rebecca Druskin

Graduate Theses, Dissertations, and Problem Reports (ETD)

Child abuse is a significant public health concern that impacts children worldwide. Efforts to connect at-risk parents with prevention and intervention programs require the use of high-quality measures that evaluate child abuse potential. Researchers frequently use the Child Abuse Potential Inventory (Milner, 1986) and the Brief Child Abuse Potential Inventory (BCAP; Ondersma et al., 2005) which contain Validity indices that evaluate response patterns such as social desirability responding. The measure developers recommended that abuse risk scores from invalid profiles be disregarded in clinical and research settings; however, little is known about factors that may relate to invalid responses and whether …