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Data Segmentation (Video), Quality Improvement Center For Workforce Development

Workforce Analytics Resources

Data segmentation is the process of breaking down “big” data into smaller, more meaningful groups, called segments. In the case of workforce data, each segment represents a group of people with similar characteristics, either that pertain to them as an individual (e.g., gender, race, educational background) or to their connection to the organization (e.g., their job title, supervisor, or work schedule).

There are a variety of ways to “slice and dice” your data into meaningful groups. Some possibilities are listed below. The squares represent the unit of categorization (e.g., agency structure), and dashed green squares represent the data segments (e.g., …

Women's Age Of First Exposure To Internet Pornography Predicts Sexual Victimization, Sarah J. Harsey, Laura K. Noll, Melissa J. Miller, Ryan A. Shallcross

Dignity: A Journal of Analysis of Exploitation and Violence

Increases in the availability and accessibility of Internet pornography have led growing numbers of children to become consumers of sexually explicit media. Research has identified negative behavioral and attitudinal outcomes associated with Internet pornography use in childhood and adolescence, but few studies have examined sexual victimization as a correlate. The current study aimed to examine the association between age of first Internet pornography exposure and sexual victimization. Data from 154 undergraduate women yielded several important findings. Women who viewed Internet pornography unintentionally at a younger age reported more sexual victimization. Specifically, compared to women who were first unintentionally exposed to …

Towards Improving Engagement Of Youth Of Color In Cross-Age Mentoring Programs In High Poverty, High Crime Neighborhoods, Maria V. Wathen, Patrick L.F. Decker, Maryse H. Richards, Katherine Tyson Mccrea, Cynthia Onyeka, Charity N. Weishar, Donnelly Will

Social Work: School of Social Work Faculty Publications and Other Works

This study examines predictors of attendance in a cross-age youth mentoring program offered in four high-poverty, high-crime communities. Youth in greatest need of after school and summer interventions are those residing in such communities, but programs are scarce. More specific to mentoring programs that do exist, past research has demonstrated the significance of attendance as a predictor of positive outcomes. Two datasets were combined for this study: The Saving Lives, Inspiring Youth (SLIY) mentoring program dataset and a neighborhood database. OLS regression results show that for all participants, traveling from a lower-crime home area to a program in a higher-crime …

Employment, Financial And Well-Being Effects Of The 2021 Expanded Child Tax Credit: Wave 1 Executive Summary, Leah Hamilton, Stephen Roll, Mathieu Despard, Elaine Maag

Social Policy Institute Research

The 2021 temporary expansion of the Child Tax Credit (CTC) is unprecedented in its reach and is predicted to cut American child poverty by more than half. The expanded CTC provides families with $3,600 for every child in the household under the age of six, and $3,000 for every child between the ages of six and 17. Almost all middle- and low-income families with children are eligible for the CTC. Married parents making less than $150,000 and single parents making less than $112,500 per year will receive the full amount of the credit, which begins to phase out slowly after …

Supportive Supervision And Resiliency Ohio - Implementation Overview, Quality Improvement Center For Workforce Development

Other QIC-WD Products

The Implementation Team The QIC-WD worked with the Ohio Department of Job and Family Services (ODJFS), through the Office of Families and Children (OFC), to establish an implementation team to lead the development and implementation of their supportive supervision and resiliency intervention. After recruiting nine counties to participate in the QIC-WD project, the Workforce Implementation Team (WIT) initially was composed of representatives from the nine public children services agencies including administrators, managers, and human resources staff, the Site Implementation Manager (SIM), the Data Coordinator, OFC leadership, and three members of the QIC-WD (representing expertise in workforce, implementation, and evaluation). The …

Supportive Supervision And Resiliency Ohio - Evaluation Overview, Quality Improvement Center For Workforce Development

Other QIC-WD Products

The QIC-WD evaluation was conducted with the support of the Ohio Department of Job and Family Services to determine if a Supportive Supervision and Resiliency intervention, known as Coach Ohio, was effective in improving workforce and child welfare outcomes. Research Questions The site-level evaluation for Ohio was designed to understand implementation of and outcomes related to the Coach Ohio intervention and its component parts: (1) the ACCWIC Coaching Model for managers and supervisors to introduce the key principles of supportive supervision and (2) Resilience Alliance (RA) groups for supervisor and frontline workers to enhance coping in the face of exposure …

Stories Of Survival. Book Review: Stripped, 2nd Edition: Inside The Lives Of Exotic Dancers By Bernadette Barton, Tk Logan

Dignity: A Journal of Analysis of Exploitation and Violence

No abstract provided.

Honor Killing: A Form Of Femicide, Phyllis Chesler

Dignity: A Journal of Analysis of Exploitation and Violence

No abstract provided.

Neonatal Opioid Withdrawal Syndrome And Promotion Of Maternal Caregiving: Missing Voices Of Mothers In Medication Assisted Treatment, Hedi Levine

Dissertations, Theses, and Capstone Projects

In response to the increasing rates of opioid exposure among pregnant women and their infants, the Substance Abuse and Mental Health Services Administration (SAMHSA) published “Clinical Guidance for Treating Pregnant Women with Opioid Use Disorder and Their Infants” (2018). The expert panel, which was assembled for this clinical guidance did not include women who were the focal subjects for the guidance. The current qualitative study contributed the missing voices of women in methadone-assisted treatment (MAT) who gave birth subsequent to the publication of the guidance.

The SAMHSA guidance was based upon a preponderance of evidence guiding recommended practices regarding rooming-in, …

Proses Pemberdayaan Pada Keluarga Penerima Manfaat Program Keluarga Harapan Dalam Pertemuan Peningkatan Kapasitas Keluarga Sesi Pengelolaan Keuangan (Studi Deskriptif Di Kelurahan Srengseng Sawah, Kecamatan Jagakarsa, Kota Jakarta Selatan, Provinsi Dki Jakarta), R. Arlingga Hadistira A. P., Sari Viciawati Machdum

Jurnal Pembangunan Manusia

This research is descriptive qualitative research that discusses the financial management of beneficiary (KPM) of Program Keluarga Harapan (PKH) organized by the Ministry of Social Affairs of the Republic of Indonesia in Srengseng Sawah Village, Janggakarsa District, South Jakarta. Data collection in this study was conducted through observation and interviews with purposive sampling technique. This study generally aims to see the process of empowering beneficiaries of the Program Keluarga Harapan in the Family Capacity Building Meeting (P2K2) or Family Development Session (FDS) in Srengseng Sawah Village and to determine the role of assistants in implementing P2K2 Financial Management Sessions in …

An Empirical Research On Developing The Framework For Managing Sexual Abstinence Issues Of The Chinese Male Seafarers, Bin Dong

Maritime Safety & Environment Management Dissertations (Dalian)

No abstract provided.

Linking Human Resources And Child Welfare Data (Video), Quality Improvement Center For Workforce Development

Workforce Analytics Resources

When examining workforce data, it can be valuable to capitalize on data from a variety of systems, such as various human resources (HR) databases, learning management systems, and child welfare information systems. Each can be useful on their own, but additional information can be learned when different types of data are connected. For example, applicant information may be stored in a database that is separate from other HR data on those hired, and there is value in looking at the connections between applicant data and later aspects of employment.

Data linkage involves pairing observations from two or more data files …

Workforce Metrics Using Child Welfare Data, Quality Improvement Center For Workforce Development

Workforce Analytics Resources

Workforce metrics that can be constructed from child welfare data fall into three categories: caseload/workload, case continuity, and worker- and unit-level variability.

Caseload/Workload Metrics

Caseload metrics can help to

• Assess compliance with caseload standards (e.g., policy, statute)
• Describe and inform case assignment decisions
• Describe and address the work burden experienced by staff
• Describe and address inequities in caseloads among workers
• Inform workforce planning or staffing decisions
• Monitor caseloads to assess policy or practices intended to affect caseloads

Caseload metrics are among the most commonly used workforce metrics that can typically be obtained from child welfare data. These metrics are usually …

Unmet Needs And Social Challenges For Older Adults During And After The Covid-19 Pandemic: An Opportunity To Improve Care, Alyssa Elman, Daniel Baek, Elaine Gottesman, Michael E. Stern, Mary R. Mulcare, Amy Shaw, Morgan Pearman, Michelle Sullivan, Sunday Clark, Timothy F. Platts-Mills, Rahul Sharma, Tony Rosen

Journal of Geriatric Emergency Medicine

Many older adults have unmet needs and social challenges that can negatively impact their health and well-being, particularly during and after the COVID pandemic. These include social isolation, inadequate care or assistance with their daily activities, food insecurity, housing insecurity, poverty, and abuse/neglect/exploitation. An ED visit provides a unique and critical opportunity to identify these issues and initiate intervention for these vulnerable older adults. By assessing for unmet needs and social challenges, considering a team-based approach as to how they may be ameliorated, using online tools, and integrating telehealth and EMS, ED providers have the potential to dramatically improve …

Integrating Occupation-Based/Focused Assessments During The Evaluation Process. Opportunity To Revisit The Topic In A Post Covid-19 Practice Setting?, John S. Luna

School of Social Work Faculty Publications

Occupational therapists treat clients across the lifespan, and every successful intervention begins with a successful evaluation. Incorporating a variety of norm-referenced standardized assessments into the assessment process has become increasingly important to justify services to third party payors identification of goals, and intervention strategies. However, occupational therapists tend to select assessments that are focused and measuring performance skills and client factors versus occupations and performance of occupations. The purpose of this article is to examine the topic of occupation based and occupation focused assessments. While using occupation-based/ occupation-focused assessments is not a new topic, the COVID-19 pandemic has changed how …

Workplace Ostracism, Megan Paul

Umbrella Summaries

What is workplace ostracism?

Workplace ostracism is “the extent to which an individual perceives that he or she is ignored or excluded by others at work” (Ferris et al., 2008, p. 1348). The most popular measure is the 10item Workplace Ostracism Scale (Ferris et al., 2008). Example items include “others avoided you at work,” “others refused to talk to you at work,” and “others at work shut you out of the conversation.”

Why is workplace ostracism important?

Ostracism in the workplace is important because it is associated with an array of job attitudes, stress indicators, and behaviors. Specifically, ostracism is …

Multi-Tiered Systems Of Supports: A Framework For Improving Schools, Hank Bohanon

Education: School of Education Faculty Publications and Other Works

No abstract provided.

Patterns And Trends Among Intimate Partner Homicide Cases: An Analysis By Victim’S Sex And Race/Ethnicity, Shih-Ying Cheng

Arts & Sciences Graduate Student Theses and Dissertations

Data suggest sex and race/ethnicity disparities in intimate partner homicide (IPH) and different trends in the IPH rates over time by sex and racial/ethnic groups. It is, however, less clear how to explain the disparities using the existing literature. This dissertation investigates the patterns and trends among IPH cases with a focus on differences within and between victims’ sex and race/ethnicity subgroups using the National Violent Death Reporting System, Restricted Access Database (NVDRS-RAD). Data were linked to Census and policy data using the geographic indicator in the NVDRS-RAD. Latent class analysis (LCA) and mixed-effects modeling were performed to identify patterns …

Utilization Patterns Of Community-Based Mental Health Services Among School-Going Adolescent Girls In Southwestern Uganda., William Byansi

Arts & Sciences Graduate Student Theses and Dissertations

ABSTRACT OF THE DISSERTATIONGlobally an estimated 20% of children and adolescents experience a disabling mental illness (Belfer, 2008). Mental health disorders are the second leading cause of disease burden and the eleventh leading cause in older adolescents (15-19 years). Yet, children and adolescents are over-represented in low-resourced countries and settings often characterized by violence, wars, diseases, physical and sexual abuse, all of which are associated with poor mental health functioning (Kieling et al., 2011; Naker, 2005). Moreover, in LMICs the treatment gap is about 93% of individuals without access to mental health services with virtually no coverage of evidence-based interventions …

Secondary Traumatic Stress, Burnout And Resilience In The Child Welfare Workforce: Early Results From Nebraska’S Randomized Controlled Trial Of Resilience Alliance, Quality Improvement Center For Workforce Development

Other QIC-WD Products

A 2018 needs assessment indicated that more than 50% of the child welfare workforce in Nebraska was experiencing elevated secondary traumatic stress (STS). STS refers to the experience of people – generally professionals– who are exposed to others’ traumatic events as part of their work. As a result of this exposure, these professionals can develop their own traumatic symptoms and reactions such as sleeplessness and anxiety. The Nebraska Department of Health and Human Services (DHHS) Division of Children and Family Services (DCFS) in partnership with the Quality Improvement Center for Workforce Development (QIC-WD) implemented CFS Strong, a multi-phased workforce intervention …

Workload, Megan Paul

Umbrella Summaries

What is workload?

There is no one, universally accepted definition of workload. A broad definition is that it is “an all-encompassing term that includes any variable reflecting the amount or difficulty of one’s work” (Bowling & Kirkendall, 2012, p. 222). Quantitative workload is the label for the amount of work done, and qualitative workload is the label for the difficulty of work (Bowling & Kirkendall, 2012). Further, there is a distinction between mental and physical workload and between objective and perceived workload (Bowling & Kirkendall, 2012). A variety of approaches have been used to measure objective workload. A common one …

Frontline Job Redesign Louisiana - Intervention Overview, Quality Improvement Center For Workforce Development

Other QIC-WD Products

The Louisiana Department of Children and Family Services (DCFS), Child Welfare Division (CWD), in collaboration with the QIC-WD, implemented a frontline job redesign as its intervention. (For more information see Intervention Background.) An implementation team, including QIC-WD representatives, CWD leadership, child welfare staff from all levels of practice, and human resources and civil service representatives undertook development of the job redesign. Development of the intervention was guided by the following principles:

• children and families are the center and focus of the practice,
• a dual focus on prevention and permanency, requiring increased knowledge and skills in providing both parents and …

Addressing Work-Related Traumatic Stress Nebraska - Evaluation Overview, Quality Improvement Center For Workforce Development

Other QIC-WD Products

Research Questions

The site-level evaluation for Nebraska was designed to understand implementation of and outcomes related to CFS Strong and its component parts, including Resilience Alliance (RA), Peer Support Groups (PSG) and Restoring Resiliency Response© (RRR). Relationships among intervention components, outputs, and outcomes were mapped out in Nebraska’s logic model. Initial research questions of interest included how much participants were satisfied with the RA, PSG, and RRR sessions they attended. Furthermore, for RA, the evaluation measured how much facilitators adhered to the manualized RA program, whether group dynamics (e.g., engagement and conflict) were positive or negative, and how …

Parent Engagement In African American Communities: Pre-Covid And Peri-Covid Perspectives Of School Efforts, Arin D. Dixon

Social Work Theses - Archive

African American youth perform lower in main subjects and are suspended at higher rates compared to their peers. In Fort Worth ISD only three out of ten 3rd graders read on grade level, and 62% of African American female students and 52% of African American males are suspended. Parent engagement is a tool found to improve attendance, grades, and campus behavior leading to future college enrollment. However, campuses focus on a parent involvement approach that is reported to be ineffective for families of color as race, culture, socioeconomic status, and other factors can be disregarded. With the disparities found amongst …

Introduction: Dignity's Special Issue On The Chab Dai Coalition's Butterfly Longitudinal Research Project, Leslie M. Tutty

Dignity: A Journal of Analysis of Exploitation and Violence

No abstract provided.

Supporting Teachers During Restorative Justice Implementation : The Role Of Silence, Reflection, And Dialogue, Nicole E. Menting-Wilson

Legacy Theses & Dissertations (2009 - 2024)

ABSTRACTAcross the United States, Restorative Justice (RJ) practices are adopted with the intent to transform zero-tolerant and neoliberal school environments into cultures of care. RJ utilizes dialogue, reflection, and silence as tools to honor human relationships, build community, and respect diversity. Although it is known that school change is intricately connected to teacher change, there has been little attention given on how to best support teachers during RJ implementation. This study engaged seven teachers and one school psychologist in bi-weekly circles over a period of three months around the topic of creating a culture of care. The study inquired how …

Healing The Trauma Of Sex Trafficked Women In The United States: A Scoping Review, Erin Marie Laney

Social Work Theses - Archive

Women who are sex trafficked usually develop complex trauma and experience an array of trauma symptoms. The purpose of this scoping review is to examine the therapies or treatments that reduce trauma symptoms for sex trafficked adult women survivors from the survivors' and therapists' perspectives on the survivors' trauma symptoms. This scoping review aims to add to the literature by encapsulating the therapies and treatment methods that reduce trauma symptoms for sex trafficked women. A systematic search was conducted of 12 databases and Google Scholar for books, journal articles, and grey literature published between January 2000 to December 2020 on …

Posttraumatic Stress Disorder: Comparing Short-Term, Intensive Therapy To Traditional, Long-Term Therapy, Laura Gonzalez, Sean Kruckenberg

Electronic Theses, Projects, and Dissertations

ABSTRACT

Posttraumatic Stress Disorder (PTSD) is a mental health diagnosis that occurs following a traumatic event, and military veterans are at higher risk of exposure to hazardous or life-threatening situations that may result in psychological trauma. PTSD sufferers experience symptoms such as distressing memories, nightmares, flashbacks, hypervigilance, and heightened arousal. Individuals with PTSD also experience higher rates of depressive and substance use disorders, involvement with the justice system, and self-harm and suicide. Many agencies, such as the Department of Veteran’s Affairs (VA) provide treatment PTSD, however most programs experience dropout rates as high as 36%. Recent studies have shown that …

Exploring Occupational Dysfunction And Occupational Performance For Youth In Homeless Shelters, Akio Ross

Student Capstone Papers

The capstone project aims to explore and identify the role of occupational therapist in homeless youth shelters, to improve life skills necessary for independent living, and transition into the community of youths that occupy youth shelters. The proposed research project will fill the gap between occupational therapist, and youth shelters, by revealing barriers, while simultaneously developing and identifying a role for occupational therapist in homeless youth shelters.

"When They See Someone Who Is Poor, They Step On Them": The Social Determinants Of Health Among Survivors Of Sex Trafficking In Cambodia, James P. Havey, Glenn M. Miles, Lim Vanntheary, Nhanh Channtha, Hanni Stoklosa

Dignity: A Journal of Analysis of Exploitation and Violence

Social determinants of health (SDH) are defined as the non-medical yet health-affecting conditions of a person’s life. They include such considerations as working conditions, discrimination, and access to health services. The aim of this study was to explore the SDH impacting those who have survived sex trafficking in Cambodia. This study employed a mixed methods, secondary analysis, focusing on 52 survivors of sex trafficking in the Butterfly Longitudinal Research Project from 2010 through 2019. Participants described myriad social determinants of health, including: gender, age, relationship status (marriage), ethnicity, national identification documentation (statelessness), social class, formal education, vocational training, occupation, and …