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De Novo Missense Variants In Zbtb47 Are Associated With Developmental Delays, Hypotonia, Seizures, Gait Abnormalities, And Variable Movement Abnormalities, Scott K Ward, Alexandrea Wadley, Chun-Hui Anne Tsai, Paul J Benke, Lisa Emrick, Kristen Fisher, Kimberly M Houck, Hongzheng Dai, Undiagnosed Diseases Network, Maria J Guillen Sacoto, William Craigen, Kimberly Glaser, David R Murdock, Luis Rohena, Karin E M Diderich, Hennie T Bruggenwirth, Brendan Lee, Carlos Bacino, Lindsay C Burrage, Jill A Rosenfeld 2024 The Texas Medical Center Library

De Novo Missense Variants In Zbtb47 Are Associated With Developmental Delays, Hypotonia, Seizures, Gait Abnormalities, And Variable Movement Abnormalities, Scott K Ward, Alexandrea Wadley, Chun-Hui Anne Tsai, Paul J Benke, Lisa Emrick, Kristen Fisher, Kimberly M Houck, Hongzheng Dai, Undiagnosed Diseases Network, Maria J Guillen Sacoto, William Craigen, Kimberly Glaser, David R Murdock, Luis Rohena, Karin E M Diderich, Hennie T Bruggenwirth, Brendan Lee, Carlos Bacino, Lindsay C Burrage, Jill A Rosenfeld

Faculty, Staff and Students Publications

The collection of known genetic etiologies of neurodevelopmental disorders continues to increase, including several syndromes associated with defects in zinc finger protein transcription factors (ZNFs) that vary in clinical severity from mild learning disabilities and developmental delay to refractory seizures and severe autism spectrum disorder. Here we describe a new neurodevelopmental disorder associated with variants in ZBTB47 (also known as ZNF651), which encodes zinc finger and BTB domain-containing protein 47. Exome sequencing (ES) was performed for five unrelated patients with neurodevelopmental disorders. All five patients are heterozygous for a de novo missense variant in ZBTB47, with p.(Glu680Gly) (c.2039A>G) detected …


Study Protocol For Measuring Stigmatization In Persistent Tic Disorders: Development And Validation Of The Tourette Discrimination-Stigmatization Scale, Jaclyn M Martindale, Victor M Ringheanu, Kelly A Pring, Sandra Norona, Kimberly Wiseman, Roy E Strowd, Leah Chapman, Joseph Rigdon, Stephen R Rapp, Eric A Storch, Edward Ip, Jonathan W Mink 2024 The Texas Medical Center Library

Study Protocol For Measuring Stigmatization In Persistent Tic Disorders: Development And Validation Of The Tourette Discrimination-Stigmatization Scale, Jaclyn M Martindale, Victor M Ringheanu, Kelly A Pring, Sandra Norona, Kimberly Wiseman, Roy E Strowd, Leah Chapman, Joseph Rigdon, Stephen R Rapp, Eric A Storch, Edward Ip, Jonathan W Mink

Center for Medical Ethics and Health Policy Staff Publications

Introduction: Persistent Tic Disorders such as Tourette Syndrome are common neurodevelopmental disorders that are highly stigmatized. Many individuals with Persistent Tic Disorders experience peer rejection, loneliness, and self-stigma. Experiencing stigmatization during childhood can influence the persistence of moderate-to-severe tics later in life. Additionally, these factors have been associated with increased suicidal ideation, suicide attempts, and psychiatric symptom severity. There is a need for interventions to reduce stigma and stigmatization in Persistent Tic Disorders. Before developing cost-effective interventions to mitigate stigma's profound downstream health impacts, a reliable measure of stigmatization must be created. The overarching goal of this research is to …


Translational Symmetry In Convolutions With Localized Kernels Causes An Implicit Bias Toward High Frequency Adversarial Examples, Josue O Caro, Yilong Ju, Ryan Pyle, Sourav Dey, Wieland Brendel, Fabio Anselmi, Ankit B Patel 2024 The Texas Medical Center Library

Translational Symmetry In Convolutions With Localized Kernels Causes An Implicit Bias Toward High Frequency Adversarial Examples, Josue O Caro, Yilong Ju, Ryan Pyle, Sourav Dey, Wieland Brendel, Fabio Anselmi, Ankit B Patel

Faculty, Staff and Students Publications

Adversarial attacks are still a significant challenge for neural networks. Recent efforts have shown that adversarial perturbations typically contain high-frequency features, but the root cause of this phenomenon remains unknown. Inspired by theoretical work on linear convolutional models, we hypothesize that translational symmetry in convolutional operations together with localized kernels implicitly bias the learning of high-frequency features, and that this is one of the main causes of high frequency adversarial examples. To test this hypothesis, we analyzed the impact of different choices of linear and non-linear architectures on the implicit bias of the learned features and adversarial perturbations, …


Proceedings Of The 11th Annual Deep Brain Stimulation Think Tank: Pushing The Forefront Of Neuromodulation With Functional Network Mapping, Biomarkers For Adaptive Dbs, Bioethical Dilemmas, Ai-Guided Neuromodulation, And Translational Advancements, Kara A Johnson, Nico U F Dosenbach, Evan M Gordon, Cristin G Welle, Kevin B Wilkins, Helen M Bronte-Stewart, Valerie Voon, Takashi Morishita, Yuki Sakai, Amanda R Merner, Gabriel Lázaro-Muñoz, Theresa Williamson, Andreas Horn, Ro'ee Gilron, Jonathan O'Keeffe, Aryn H Gittis, Wolf-Julian Neumann, Simon Little, Nicole R Provenza, Sameer A Sheth, Alfonso Fasano, Abbey B Holt-Becker, Robert S Raike, Lisa Moore, Yagna J Pathak, David Greene, Sara Marceglia, Lothar Krinke, Huiling Tan, Hagai Bergman, Monika Pötter-Nerger, Bomin Sun, Laura Y Cabrera, Cameron C McIntyre, Noam Harel, Helen S Mayberg, Andrew D Krystal, Nader Pouratian, Philip A Starr, Kelly D Foote, Michael S Okun, Joshua K Wong 2024 The Texas Medical Center Library

Proceedings Of The 11th Annual Deep Brain Stimulation Think Tank: Pushing The Forefront Of Neuromodulation With Functional Network Mapping, Biomarkers For Adaptive Dbs, Bioethical Dilemmas, Ai-Guided Neuromodulation, And Translational Advancements, Kara A Johnson, Nico U F Dosenbach, Evan M Gordon, Cristin G Welle, Kevin B Wilkins, Helen M Bronte-Stewart, Valerie Voon, Takashi Morishita, Yuki Sakai, Amanda R Merner, Gabriel Lázaro-Muñoz, Theresa Williamson, Andreas Horn, Ro'ee Gilron, Jonathan O'Keeffe, Aryn H Gittis, Wolf-Julian Neumann, Simon Little, Nicole R Provenza, Sameer A Sheth, Alfonso Fasano, Abbey B Holt-Becker, Robert S Raike, Lisa Moore, Yagna J Pathak, David Greene, Sara Marceglia, Lothar Krinke, Huiling Tan, Hagai Bergman, Monika Pötter-Nerger, Bomin Sun, Laura Y Cabrera, Cameron C Mcintyre, Noam Harel, Helen S Mayberg, Andrew D Krystal, Nader Pouratian, Philip A Starr, Kelly D Foote, Michael S Okun, Joshua K Wong

Faculty, Staff and Students Publications

The Deep Brain Stimulation (DBS) Think Tank XI was held on August 9-11, 2023 in Gainesville, Florida with the theme of "Pushing the Forefront of Neuromodulation". The keynote speaker was Dr. Nico Dosenbach from Washington University in St. Louis, Missouri. He presented his research recently published in Nature inn a collaboration with Dr. Evan Gordon to identify and characterize the somato-cognitive action network (SCAN), which has redefined the motor homunculus and has led to new hypotheses about the integrative networks underpinning therapeutic DBS. The DBS Think Tank was founded in 2012 and provides an open platform where clinicians, engineers, and …


Findings Of Ptsd-Specific Deficits In Default Mode Network Strength Following A Mild Experimental Stressor, Christopher L Averill, Lynnette A Averill, Teddy J Akiki, Samar Fouda, John H Krystal, Chadi G Abdallah 2024 The Texas Medical Center Library

Findings Of Ptsd-Specific Deficits In Default Mode Network Strength Following A Mild Experimental Stressor, Christopher L Averill, Lynnette A Averill, Teddy J Akiki, Samar Fouda, John H Krystal, Chadi G Abdallah

Staff and Researcher Publications

Reductions in default mode (DMN) connectivity strength have been reported in posttraumatic stress disorder (PTSD). However, the specificity of DMN connectivity deficits in PTSD compared to major depressive disorder (MDD), and the sensitivity of these alterations to acute stressors are not yet known. 52 participants with a primary diagnosis of PTSD (n = 28) or MDD (n = 24) completed resting-state functional magnetic resonance imaging immediately before and after a mild affective stressor. A 2 × 2 design was conducted to determine the effects of group, stress, and group*stress on DMN connectivity strength. Exploratory analyses were completed to …


Efficacy And Safety Of Zuranolone Co-Initiated With An Antidepressant In Adults With Major Depressive Disorder: Results From The Phase 3 Coral Study, Sagar V Parikh, Scott T Aaronson, Sanjay J Mathew, Gustavo Alva, Charles DeBattista, Stephen Kanes, Robert Lasser, Amy Bullock, Mona Kotecha, JungAh Jung, Fiona Forrestal, Jeff Jonas, Theresa Vera, Bridgette Leclair, James Doherty 2024 The Texas Medical Center Library

Efficacy And Safety Of Zuranolone Co-Initiated With An Antidepressant In Adults With Major Depressive Disorder: Results From The Phase 3 Coral Study, Sagar V Parikh, Scott T Aaronson, Sanjay J Mathew, Gustavo Alva, Charles Debattista, Stephen Kanes, Robert Lasser, Amy Bullock, Mona Kotecha, Jungah Jung, Fiona Forrestal, Jeff Jonas, Theresa Vera, Bridgette Leclair, James Doherty

Staff and Researcher Publications

Major depressive disorder (MDD) is a mental health disorder that can cause disability and functional impairment that standard-of-care (SOC) antidepressant therapies (ADTs) can take weeks to treat. Zuranolone is a neuroactive steroid and positive allosteric modulator of synaptic and extrasynaptic γ-aminobutyric acid (GABA) type A receptors approved as an oral, once-daily, 14-day treatment course in adults with postpartum depression and under investigation in adults with MDD. The phase 3 CORAL Study (NCT04476030) evaluated the efficacy and safety of zuranolone 50 mg co-initiated with SOC ADT (zuranolone+ADT) vs placebo co-initiated with SOC ADT (placebo+ADT) in adults with MDD. Patients were randomized …


The Why, When, Where, How, And So What Of So-Called Rapidly Acting Antidepressants, Alan F Schatzberg, Sanjay J Mathew 2024 The Texas Medical Center Library

The Why, When, Where, How, And So What Of So-Called Rapidly Acting Antidepressants, Alan F Schatzberg, Sanjay J Mathew

Staff and Researcher Publications

Developing antidepressants that are not only more effective but are rapidly acting is the Holy Grail for psychiatry. We review multiple issues that arise in determining rapid responses in antidepressant trials. The current status of purportedly rapid acting agents is first reviewed. Then, a number of key questions/issues are addressed: Is there a unifying definition for rapid response across studies? Should rapid response criteria be based on required measurable effects on overall improvement? On specific symptoms such as psychomotor retardation, depressed mood, or anhedonia? In associated symptoms such as anxiety or insomnia? When should onset be considered rapid-by Day 3? …


Electronic Vapor Products: Alarming Trends In United States Adolescents, Charles H Hennekens, Adedamola Adele, Maria C Mejia, Robert S Levine, Panagiota Kitsantas 2024 The Texas Medical Center Library

Electronic Vapor Products: Alarming Trends In United States Adolescents, Charles H Hennekens, Adedamola Adele, Maria C Mejia, Robert S Levine, Panagiota Kitsantas

Faculty, Staff and Students Publications

Background: The use of electronic vapor products (EVPs) increases the risks of nicotine addiction, drug-seeking behavior, mood disorders, and avoidable premature morbidities and mortality. We explored temporal trends in EVP use among US adolescents.

Methods: We used data from the Youth Risk Behavior Survey for school grades 9 through 12 from 2015 (earliest available data) to 2021 (the most recently available data) from the US Centers for Disease Control and Prevention (n=57,006).

Results: Daily use of EVPs increased from 2.0% in 2015 to 7.2% in 2019, a greater than 3.5-fold increase. Although the percentage decreased to 5.0% in 2021, it …


Continuous Subcutaneous Foslevodopa/Foscarbidopa Infusion For The Treatment Of Motor Fluctuations In Parkinson’S Disease: Considerations For Initiation And Maintenance, Victor S C Fung, Jason Aldred, Martha P Arroyo, Filip Bergquist, Agnita J W Boon, Manon Bouchard, Sarah Bray, Sara Dhanani, Maurizio F Facheris, Nahome Fisseha, Eric Freire-Alvarez, Robert A Hauser, Anna Jeong, Jia Jia, Pavnit Kukreja, Michael J Soileau, Amy M Spiegel, Saritha Talapala, Arjun Tarakad, Enrique Urrea-Mendoza, Jorge Zamudio, Rajesh Pahwa 2024 The Texas Medical Center Library

Continuous Subcutaneous Foslevodopa/Foscarbidopa Infusion For The Treatment Of Motor Fluctuations In Parkinson’S Disease: Considerations For Initiation And Maintenance, Victor S C Fung, Jason Aldred, Martha P Arroyo, Filip Bergquist, Agnita J W Boon, Manon Bouchard, Sarah Bray, Sara Dhanani, Maurizio F Facheris, Nahome Fisseha, Eric Freire-Alvarez, Robert A Hauser, Anna Jeong, Jia Jia, Pavnit Kukreja, Michael J Soileau, Amy M Spiegel, Saritha Talapala, Arjun Tarakad, Enrique Urrea-Mendoza, Jorge Zamudio, Rajesh Pahwa

Faculty, Staff and Students Publications

BACKGROUND: As Parkinson's disease (PD) advances, management is challenged by an increasingly variable and inconsistent response to oral dopaminergic therapy, requiring special considerations by the provider. Continuous 24 h/day subcutaneous infusion of foslevodopa/foscarbidopa (LDp/CDp) provides steady dopaminergic stimulation that can reduce symptom fluctuation.

OBJECTIVE: Our aim is to review the initiation, optimization, and maintenance of LDp/CDp therapy, identify possible challenges, and share potential mitigations.

METHODS: Review available LDp/CDp clinical trial data for practical considerations regarding the management of patients during LDp/CDp therapy initiation, optimization, and maintenance based on investigator clinical trial experience.

RESULTS: LDp/CDp initiation, optimization, and maintenance can be …


An Appalachian Perspective On Suicide: A Focus On West Virginia’S Unique Context, Erin Delaney Caswell 2024 West Virginia University

An Appalachian Perspective On Suicide: A Focus On West Virginia’S Unique Context, Erin Delaney Caswell

Graduate Theses, Dissertations, and Problem Reports (ETD)

INTRODUCTION: The Appalachian region, spanning 13 states from New York to northern Mississippi, experiences the suicide rates in the United States (U.S.), underscoring a public health crisis exacerbated by persistent socioeconomic challenges. West Virginia (WV), the only state entirely within Appalachia, serves as a focal point for understanding the broader suicide crisis in the region, as WV has the highest suicide rates in the region. Moreover, the state has several unique socioeconomic factors, like increased poverty, lower educational attainment, limited access to healthcare, and a high prevalence of chronic pain and substance that may contribute to elevated rates of suicide. …


Development And Implementation Of Occupational Therapy Group Protocols For Individuals In Recovery For Substance Use Disorder: Considering Social Determinants Of Health And Occupational Areas Of Need, Samantha Jane Windisch 2024 West Virginia University

Development And Implementation Of Occupational Therapy Group Protocols For Individuals In Recovery For Substance Use Disorder: Considering Social Determinants Of Health And Occupational Areas Of Need, Samantha Jane Windisch

Graduate Theses, Dissertations, and Problem Reports (ETD)

Substance use disorders (SUDs) are becoming a more widespread issue globally. According to the National Survey on Drug Use and Health, 19.7 million adults in the U.S. suffered from an SUD in 2017. (SAMSHA, 2018). Recurrent alcohol and/or drug use that results in significant disability, including health issues, and/or a failure to prioritize obligations like employment, school, or family life are characteristics of SUD (SAMHSA, 2022). Research suggests that healthcare providers must integrate cutting-edge and successful treatments for this population to lower the risk of overdose and relapse rates, given the swift global spread of addictive disorders. In the past, …


Effectiveness Of Peer Support Groups For Mothers At Risk For Postpartum Depression, Natalie Paige Gates 2024 West Virginia University

Effectiveness Of Peer Support Groups For Mothers At Risk For Postpartum Depression, Natalie Paige Gates

Graduate Theses, Dissertations, and Problem Reports (ETD)

Motherhood requires a role transition, new maternal responsibilities, and changes in everyday life, which can impact the mother’s mental health, possibly leading to postpartum depression. Postpartum depression can, in turn, create additional challenges for the mother in engaging in her daily routines and occupations. Therefore, a peer support group for mothers at risk for postpartum depression was developed in hopes of improving the mothers’ management of routines, ultimately improving maternal mental health. The effectiveness of the peer support group was measured through quantitative and qualitative online self-report surveys, where the mothers reported their current mental health status, self-efficacy, and occupational …


Career Counselors Addressing Social Determinants Of Mental Health In Rural Communities, Kaprea F. Johnson, Alexandra Gant-Howrey, Bisola E. Duyile, Lauren B. Robins, Natese Dockery 2024 Ohio State University

Career Counselors Addressing Social Determinants Of Mental Health In Rural Communities, Kaprea F. Johnson, Alexandra Gant-Howrey, Bisola E. Duyile, Lauren B. Robins, Natese Dockery

Counseling & Human Services Faculty Publications

Career counselors practicing in rural communities must understand and address social determinants of mental health (SDOMH). This conceptual article details the relationships between SDOMH domains and employment and provides evidence-based recommendations for integrating SDOMH into practice through a rural community health and well-being framework. Description of the adaptation of the framework for career counselors in rural communities, SDOMH assessment strategies and tools, and workflow adjustments are included. Conclusions suggest next steps for practice and research.


Adverse Childhood Experiences Of Professional School Counselors As Predictors Of Compassion Satisfaction, Burnout, And Secondary Traumatic Stress, Eric M. Brown, Melanie Burgess, Kristy L. Carlisle, Desmond Franklin Davenport, Michelle W. Brasfield 2024 Boston University

Adverse Childhood Experiences Of Professional School Counselors As Predictors Of Compassion Satisfaction, Burnout, And Secondary Traumatic Stress, Eric M. Brown, Melanie Burgess, Kristy L. Carlisle, Desmond Franklin Davenport, Michelle W. Brasfield

Counseling & Human Services Faculty Publications

School counselors work closely with students and are often the first point of contact regarding traumatic experiences. It is generally understood that exposure to other individuals’ trauma may lead to a reduction in compassion satisfaction and an increase in secondary traumatic stress, while long-term exposure may result in professional burnout. This study examined the role of school counselors’ (N = 240) own adverse childhood experiences (ACEs) as related to compassion satisfaction, secondary traumatic stress, and burnout. Results indicated that 50% of the professional school counselors in this convenience sample had personal histories of four or more ACEs, which is significantly …


High-Risk Individuals And Naloxone Use: Implications For Thn Programs In Rural Appalachian Communities, Victor Garcia, Lisa McCann, Erick Lauber, Christian Vaccaro, Melissa Swauger, Alex Daniel Heckert 2023 Prevention Research Center

High-Risk Individuals And Naloxone Use: Implications For Thn Programs In Rural Appalachian Communities, Victor Garcia, Lisa Mccann, Erick Lauber, Christian Vaccaro, Melissa Swauger, Alex Daniel Heckert

Journal of Appalachian Health

Introduction: Take-home naloxone (THN) is being made available across rural Appalachia to curb opioid overdose fatalities. Despite this initiative, some opioid users do not possess naloxone, and if they do, do not administer it to others.

Purpose: Research findings on risk factors that contribute to opioid overdose are presented. These factors, identified in a sample of 16 overdose cases, are (1) early onset age of opioid use; (2) progressive opioid use; (3) a transition from pain medication to heroin and fentanyl; (4) fears of being arrested at a naloxone intervention if first responders are contacted, and (5) limited knowledge of …


Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia 2023 Brigham Young University

Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia

Journal of Nonprofit Innovation

Urban farming can enhance the lives of communities and help reduce food scarcity. This paper presents a conceptual prototype of an efficient urban farming community that can be scaled for a single apartment building or an entire community across all global geoeconomics regions, including densely populated cities and rural, developing towns and communities. When deployed in coordination with smart crop choices, local farm support, and efficient transportation then the result isn’t just sustainability, but also increasing fresh produce accessibility, optimizing nutritional value, eliminating the use of ‘forever chemicals’, reducing transportation costs, and fostering global environmental benefits.

Imagine Doris, who is …


Comparing Ait And Eft In Reduction Of Negative Emotions Associated With A Past Memory: A Randomized Control Study, Gregory Brown, Kavita Batra, Emily Dorin, Raveena Bakhru, Andrew Han, Arianna Palermini, Robert Sottile, Sherine Khanbijian, Michael Hower 2023 University of Nevada, Las Vegas

Comparing Ait And Eft In Reduction Of Negative Emotions Associated With A Past Memory: A Randomized Control Study, Gregory Brown, Kavita Batra, Emily Dorin, Raveena Bakhru, Andrew Han, Arianna Palermini, Robert Sottile, Sherine Khanbijian, Michael Hower

Psychiatry & Behavioral Health Faculty Research

Advanced Integrative Therapy [AIT] is an Energy Psychology-based system of intervention utilized by psychotherapists since the late 1990s. Recently, a study investigated the perceptions of therapists regarding the effectiveness of AIT in reducing negative emotions related to past traumatic events. Emotional Freedom Techniques (EFT) are a set of well-researched Energy Psychology based interventions which have been established as an effective intervention for post-traumatic stress disorder. This study is the first to compare the effectiveness of AIT to EFT in reducing negative emotions associated with a particular memory in a sample of college and professional students, who were randomly assigned to …


Career Transitioning Among Students With Visual Impairments: Educational And Public Policy Perspectives, Chiedu Eseadi, Shulamite E. Ogbuabor 2023 University of Johannesburg

Career Transitioning Among Students With Visual Impairments: Educational And Public Policy Perspectives, Chiedu Eseadi, Shulamite E. Ogbuabor

Jurnal Kajian Bimbingan dan Konseling

The objective of this research is to examine the educational and public policy concerns pertaining to career transitioning among students with visual impair-ments. The authors conducted a narrative literature review. The conceptualization of policy, with a specific focus on educational and public policies, was provided. The article also discussed the roles and concerns of educational and public policies in facilitating career transitioning for these students. The study contributes to an increased understanding of the educational and policy implications of supporting students with visual impairments during career transitioning. The collaboration of career counsellors and policy actors is deemed necessary in order …


School Environment As Barrier To Effective Academic Performance Among Students With Physical Disabilities In Ilorin Metropolis, Florence Bosede Famolu 2023 Osun State University

School Environment As Barrier To Effective Academic Performance Among Students With Physical Disabilities In Ilorin Metropolis, Florence Bosede Famolu

Jurnal Kajian Bimbingan dan Konseling

Insufficient infrastructural facilities make it difficult for a large number of students with visual and mobility impairment to walk around the campus and attend lectures. Also, fewer than ideal library facilities decrease the amount of study resources that are available to these students. This study investigated the school environment as barrier to effective academic performance among students with physical disabilities in the Ilorin metropolis, Kwara State. The descriptive survey of a correlational type was implemented using purposive sampling for this study. A purposive sampling technique was used to select 98 students in the Ilorin metropolis with physical disabilities, and the …


Measuring The Difficulties Of Early Adulthood: The Development Of The Quarter Life Crisis Scale, Muslim Afandi, Nail Hidaya Afandi, Syed Agung Afandi, Rizki Erdayani 2023 Universitas Islam Negeri Sultan Syarif Kasim Riau

Measuring The Difficulties Of Early Adulthood: The Development Of The Quarter Life Crisis Scale, Muslim Afandi, Nail Hidaya Afandi, Syed Agung Afandi, Rizki Erdayani

Jurnal Kajian Bimbingan dan Konseling

This study was conducted to develop a quarter-life crisis scale that can be used to measure the quarter-life crisis of early adulthood in Indonesia. Although it has begun to become a concern for researchers in Indonesia, the development of the quarter-life crisis scale has never been created. Some researchers have adapted the constructs developed by foreign researchers, which are not necessarily suitable for applicated in Indonesia. The development of this scale goes through 5 stages: conceptualization of the test; test construction; test trial; item analysis; and test revision. The test trial was filled by 181 early adults in Indonesia from …


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