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

Workforce Analytics Resources

Data-driven decisions cannot be effective if they are based on poor-quality data. Thus, it is important to ensure that any data that will be used for workforce analytics are accurate and can be trusted.

Data Quality Criteria

There are many potential data quality criteria to consider. Below are 9 selected criteria that are relevant for workforce data. If there are others that are also important to you, they should be included as well. These questions should be asked of every variable for which data are collected.

1. Relevance: Are the data useful and relevant for business needs?
2. Granularity: Are the data …

Creating A Workforce Analytics Action Plan (Video), Quality Improvement Center For Workforce Development

Workforce Analytics Resources

An action plan can be a useful tool for implementing workforce analytics, especially if there are multiple people involved in the process. This resource provides some general advice on action planning, with specific examples for advancing the use of workforce analytics.

What is an Action Plan?

An action plan outlines the actions, resources, and people needed to achieve goals. It is vital to strategic planning. Action plans include the following components:

• A well-defined goal
• Tasks/steps needed to reach the goal
• Individuals or teams responsible for each task
• Task milestones and timeframes
• Resources and data needed to complete tasks
• Evidence or …

Keeping The Child In Mind: A Mixed Methods Study Of Reflections On Parenting Among Families In Shelter, Ann Matthews

College of Education and Human Sciences: Dissertations, Theses, and Student Research

Homelessness among families is a growing problem across the United States (Beard, 2020). Homelessness is associated with stressful and impoverished caregiving environments that contribute to problematic parent-child relationships and increase children’s risks for poor health and academic outcomes (e.g., Perlman et al., 2012).

Responsive caregiving may protect children from adverse outcomes and foster resilience during periods of homelessness (Labella et al., 2019; Miliotis et al., 1999; Perlman et al., 2012). A parent’s capacity to understand their own and their child’s behavior as a function of internal mental states supports such responsive caregiving (e.g., Fonagy & Target, 1997; Slade, 2005) and …

Examining Spatial Inequality In Covid-19 Positivity Rates Across New York City Zip Codes, Tse-Chuan Yang, Seulki Kim, Yunhan Zhao, Seung-Won Emily Choi

Department of Sociology: Faculty Publications

We aim to understand the spatial inequality in Coronavirus disease 2019 (COVID-19) positivity rates across New York City (NYC) ZIP codes. Applying Bayesian spatial negative binomial models to a ZIP-code level dataset (N = 177) as of May 31st, 2020, we find that (1) the racial/ethnic minority groups are associated with COVID-19 positivity rates; (2) the percentages of remote workers are negatively associated with positivity rates, whereas older population and household size show a positive association; and (3) while ZIP codes in the Bronx and Queens have higher COVID-19 positivity rates, the strongest spatial effects are clustered in Brooklyn and …

Seductive Details In Training, Megan Paul

Umbrella Summaries

What are seductive details?

In a learning environment, seductive details are interesting but unimportant details that are not necessary to achieve the instructional objective (Garner et al., 1989). The information may be tangentially related to the topic but is not relevant to the main teaching goal. Such details are often included for the purpose of making the topic more interesting and engaging. There are many potential types of seductive details; they can be visual, verbal, or aural—static or dynamic images (e.g., illustrations, photos, animations), written or spoken words (e.g., text, narration), or sounds (e.g., music; Sundararajan & Adesope, 2020).

Why …

Supporting The Child Welfare Workforce During The Coronavirus Pandemic: Provision Of Personal Protective Equipment, Quality Improvement Center For Workforce Development

Other QIC-WD Products

At the beginning of the Coronavirus pandemic some child welfare jurisdictions required continued, in-person contact with children and families, and workers struggled to obtain appropriate personal protective equipment (PPE), including masks, gloves, gowns, hand sanitizers, to protect themselves (and their families), as well as their clients. In March of 2020, the National Council on Juvenile Crime and Delinquency conducted a survey of juvenile justice and child welfare agencies in 20 states on agency response to COVID-19. Child welfare agency respondents reported that inadequate PPE was the most significant challenge they faced at that point in the pandemic. Survey recommendations included …

Supporting The Child Welfare Workforce During The Coronavirus Pandemic: Addressing Worker Stress And Trauma, Quality Improvement Center For Workforce Development

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Studies and our own assessment of secondary trauma in the eight QIC-WD study sites indicate that up to 75% of child welfare caseworkers, especially those with high caseloads and exposure to traumatized families and children, are at risk of experiencing secondary traumatic stress and PTSD. The Coronavirus pandemic exacerbated an already beleaguered workforce. Data from previous pandemics is alarming. Research from the SARS pandemic indicates that survivors often developed PTSD which could last for many years. Those most affected were health care workers who, similar to child welfare workers, were impacted by the social isolation imposed by authorities to contain …

Supporting The Child Welfare Workforce During The Coronavirus Pandemic: Technology, Quality Improvement Center For Workforce Development

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The child welfare workforce is responsible for ensuring children’s safety and well-being, delivering treatment, and intervention services to families. Workers must document child and family information, service plans, and visit records in secure data systems, that are often only accessible from an office. When the COVID-19 pandemic struck, many states had to rapidly pivot to remote technology to conduct mandatory visits of children in foster care and engage in supervised visitation between children and their families. They also had to determine how to provide oversight of treatment and intervention services required through case plans even though many provider services had …

Workforce Scorecards, Quality Improvement Center For Workforce Development

Workforce Analytics Resources

What Is a Child Welfare Workforce Scorecard?

A Workforce Scorecard is a tool that can be used to track key performance indicators (KPIs) related to workforce outcomes of interest. This approach is derived from the balanced scorecard (Kaplan & Norton, 1992) and HR scorecard (Becker, Huselid, & Ulrich, 2001) strategic planning tools. The process involves linking key strategic goals to workforce-related initiatives and KPIs to demonstrate the alignment between the outcomes being measured and overarching child welfare strategic goals. The scorecard allows agency leaders to monitor progress towards key HR and workforce objectives. The scope of the scorecard can be …

Pedagogical Agents, Megan Paul

Umbrella Summaries

What are pedagogical agents?

Pedagogical agents are “lifelike characters presented on a computer screen that guide users through multimedia learning environments” (Clarebout & Heidig, 2012, p. 2568). Pedagogical agents can vary in multiple ways. The following characteristics have been most studied: appearance (two-dimensional [2D] vs. three-dimensional [3D]), eye gaze, facial expression, gesturing, motion, and gender. The simplest pedagogical agent would be a static, 2D image with just text, and a complex agent would be a dynamic, 3D person or character that talks, gestures, and has eye movements and facial expressions.

Why are pedagogical agents valuable?

Pedagogical agents are valuable because …

Supportive Supervision And Resiliency Ohio - Intervention Background, Quality Improvement Center For Workforce Development

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What is the intervention and why was it selected? The Quality Improvement Center for Workforce Development (QIC-WD) conducted a comprehensive needs assessment with nine participating Ohio counties in partnership with the Ohio Department of Job and Family Services (ODJFS). The assessment revealed that organizational culture and climate across counties was above average in rigidity and resistance, and below average in engagement. In addition, over half of staff had recently experienced elevated levels of secondary traumatic stress (STS) symptoms. Supervision was also identified as a challenge at every level of the agencies (i.e., from directors to managers, managers to frontline supervisors, …

Transcending Adversity: Trauma-Informed Educational Development, Mays Imad

To Improve the Academy: A Journal of Educational Development

The purpose of this article is to reflect on the pertinence and utility of using a trauma-informed lens in educational development. A trauma-informed approach is a framework grounded in an understanding of and responsiveness to the impact of trauma. After I describe the primary source of traumatic stress many faculty members are experiencing, I offer trauma-informed suggestions for how educational developers can help mitigate the effects of that stress. Importantly, in order to do this work of supporting faculty effectively and sustainably, it is critical that educational developers continue to attend to their own well-being. The overarching theme of this …

Fractal Reflection: Cultivating Community And Meaning In Times Of Crises, Deandra Little, Joshua Caulkins, Eric C. Kaldor, Lindsay Wheeler

To Improve the Academy: A Journal of Educational Development

The Pandemic Educational Development Research Collaborative (PEDRC) formed in April 2020 to record research-participants’ experiences during the COVID-19 pandemic and systemic racism crises and includes 18 educational developers across various 4-year institutions, types of centers, and positions in the field. The novel research methodology used by PEDRC, called “fractal reflection,” includes an iterative process of reflection, analysis, and meaning-making at the individual, paired, and group levels. However, this methodology served as more than just a means to collect data; it also provided a set of effective reflective practices to support educational developers managing the emotional labor of their work in …

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

Workforce Analytics Resources

Data visualization can communicate data in a clear, concise, and engaging way that is easy for us to understand. During the convening of the Institute, the QIC-WD Data Visualization Team lead, Robert Blagg, conducted a presentation on data visualization that addressed the following:

How to make data visualizations useful?

• How can you better collect and organize data to support visualization?
• How can you develop visualizations that respect visual perception of information?
• How can you better focus users on actionable findings?

To learn more about data visualization, watch Dr. Blagg’s 9-minute presentation.

Dr. Blagg’s Data Visualization Resource summarizes key …

Training Tests, Megan Paul

Umbrella Summaries

What are training tests?

For this purpose, training tests include any form of knowledge assessment intended to gauge learning from training. Tests can be of varying lengths, formats (e.g., true/false, multiple choice, short answer), or labels (e.g., quiz, learning checks). The important feature is that they require learners to practice retrieving training-related information from memory. Thus, the focus here is on knowledge and understanding, versus skill acquisition.

Why are training tests valuable?

Training tests are valuable because the act of taking a test improves subsequent learning outcomes. More specifically, people who take a test perform better on later assessments of …

Organizational Cynicism, Dana Hollinshead, Megan Paul

Umbrella Summaries

What is organizational cynicism?

Organizational cynicism is defined as “a negative attitude toward one's employing organization, comprising three dimensions: (1) a belief that the organization lacks integrity; (2) negative affect toward the organization; and (3) tendencies to disparaging and critical behaviors toward the organization that are consistent with these beliefs and affect” (Dean et al., 1998, p. 345). Measures of organizational cynicism include statements such as “I’ve pretty much given up trying to make suggestions for improvements around here” (Tesluk et al., 1990, p. 283) and “I believe that [the organization] says one thing and does another” (Brandes et al., …

Coaching, Megan Paul, Tara Myers

Umbrella Summaries

What is coaching?

There is no single universally recognized definition of coaching. In the context of the workplace, common elements of coaching definitions include a one-on-one systematic relationship, learning, behavioral change, self-awareness, and improved performance (Grover & Furnham, 2016). Some notable differences in definitions include who receives the coaching, who conducts the coaching, the type of behavior change that is targeted, and the nature of the coaching behaviors. For example, several definitions focus more exclusively on top leaders receiving coaching from external, professional coaches (e.g., Kilburg, 1996); known more commonly as executive coaching, this was a common arrangement when workplace …

The Impact Of Elementary School Counseling Programs On Student Behavioral Outcomes In The First Year Of Middle School, Brenda Chaney Leggiadro

Department of Educational Administration: Dissertations, Theses, and Student Research

School counselors are uniquely positioned within the P-12 education system to ensure that all students meet developmental needs in academic, career, and social-emotional areas in order to become successful and contributing members of society. School counselors collaborate with other school staff and parents/caregivers to ensure that students finish high school and are well-equipped for the challenges of the future.

Because students who experience even one suspension as early as seventh grade show an increased likelihood of dropping out of high school, it is important to explore ways that schools can effectively decrease the chance that a student will receive behavior …

Income Inequality And Opioid Prescribing Rates: Exploring Rural/Urban Differences In Pathways Via Residential Stability And Social Isolation, Tse-Chuan Yang, Seulki Kim, Carla Shoff

Department of Sociology: Faculty Publications

While opioid prescribing rates have drawn researchers’ attention, little is known about the mechanisms through which income inequality affects opioid prescribing rates and even less focuses on whether there is a rural/urban difference in mediating pathways. Applying mediation analysis techniques to a unique ZIP code–level dataset from several sources maintained by the Centers for Medicare and Medicaid Services, we explicitly examine two mechanisms through residential stability and social isolation by rural/urban status and find that (1) income inequality is not directly related to opioid prescribing rates, but it exerts its influence on opioid prescribing via poor residential stability and elevated …

Gratitude, Stephanie Weddington, Megan Paul

Umbrella Summaries

What is gratitude?

There are three ways of thinking about gratitude—as a state, a trait, or a tendency that can be improved through practice. A person can experience a brief state of gratitude in response to a specific event or another person’s kind actions (Emmons & McCullough, 2003). Gratitude is also considered a more enduring personality trait, disposition, or life orientation in which an individual has a general propensity to feel grateful for, notice, and appreciate the positives in day-to-day life (McCullough et al., 2002; Wood et al., 2010). Finally, individuals can enhance their tendency to feel grateful over time …

Pre-Training Interventions, Megan Paul

Umbrella Summaries

What are pre-training interventions?

Pre-training interventions refer to strategies that are implemented prior to training, for the purpose of enhancing training outcomes. Thus far, the primary strategies that have been most frequently investigated include (a) attentional advice, (b) meta-cognitive strategies, (c) advance organizers, (d) goal orientation, and (e) preparatory information (Cannon-Bowers et al., 1998; Mesmer-Magnus & Viswesvaran, 2010).

Attentional advice includes guidance to orient the learner to what they will learn. Examples include going over the main learning objectives or highlighting essential aspects of the training and how they relate to the job.

Meta-cognitive strategies include approaches for learners to …

Sleep, Megan Paul

Umbrella Summaries

What is sleep?

In the context of the workplace, investigations into sleep tend to focus on two main aspects: sleep quantity and sleep quality. Though sleep is occasionally measured using objective measures that assess physiological indicators, subjective self-report measures are most often used (Litwiller et al., 2017). There are dozens of measures for assessing sleep quality or quantity, some of which are single items and others that include multiple items. A more commonly used multidimensional measure is the 19-item Pittsburgh Sleep Quality Index, which assesses factors like sleep duration, sleep disturbance, and sleep efficiency, among others (Buysse et al., 1989). …

Public Service Motivation, Megan Paul

Umbrella Summaries

What is public service motivation?

Public service motivation (PSM) is defined as “an individual’s predisposition to respond to motives grounded primarily or uniquely in public institutions” (Perry & Wise, 1990). In other words, it is about a person’s desire or interest to serve the public, often in the public sector, but also in the private, non-profit sector. It was developed in response to calls to revive interest in working in government, to restore the country’s faith in public institutions (Perry & Wise, 1990). The goal of the research was to explore whether people had such values and interests and, if …

Union Commitment And Participation, Tara Myers, Megan Paul

Umbrella Summaries

What are union commitment and participation?

Union commitment refers to the extent to which employees are dedicated to their union (Cooper-Hakim & Viswesvaran, 2005; Gordon, Philpot, Burt, Thompson, & Spiller, 1980). Union participation is active involvement in the union such as attending meetings, serving on committees, holding office, campaigning, voting, assisting with contracts and negotiations, managing union funds, and filing grievances (Anderson, 1979). Many researchers consider union participation as part of union commitment (e.g., Gordon et al., 1980). Others have speculated that union participation is a consequence of union commitment (e.g., Parks, Gallagher, & Fullagar, 1995). Additional ways to conceptualize …

Emotional Intelligence Training, Megan Paul

Umbrella Summaries

What is emotional intelligence training?

Emotional intelligence (EI) refers to abilities or tendencies related to recognizing, understanding, and managing emotions. Because of its connections to important work outcomes such as job satisfaction, organizational commitment, job performance, and turnover intentions (e.g., Joseph, Jin, Newman, & O’Boyle, 2015; Miao, Humphrey, & Qian, 2016), there has been great interest in developing EI via coaching and training, even though it has not traditionally been regarded as something that is amenable to change through training. EI is conceptualized, and measured, in three different ways (Ashkanasy & Daus, 2005). When it was first conceived, EI was …

Emotional Labor, Tara Myers, Megan Paul

Umbrella Summaries

What is emotional labor?

Emotional labor is “the management of feelings to create a publicly observable facial and bodily display” as necessary at work (Hochschild, 2012, p. 50). Thus, people engage in emotional labor when they ensure their facial expressions and body language match what is expected for the job (Grandey, 2000). Clear display rules (e.g., always smile, show empathy, stay neutral, seem stern) are most typically seen within service industries (e.g., customer service, protective services, law enforcement). People accomplish this adherence to display rules through surface acting—managing the expression of emotions—or through deep acting—managing the experience of emotions (Hochschild, …

Workaholism, Megan Paul

Umbrella Summaries

What is workaholism?

The term was coined 50 years ago and referred to the uncontrollable need to work incessantly (Oates, 1971). Since then, many different definitions have emerged, with variations related to what exactly workaholism looks like (e.g., degree of enjoyment and engagement), why it occurs (e.g., personality), and its outcomes (e.g., on health, work-life balance), among others (Clark, Smith, & Haynes, 2020). Because many of these approaches confuse workaholism with related but distinct concepts (e.g., causes and effects), the following definition has recently been suggested as a more pure description: 1) an inner pressure or compulsion to work, 2) …

A Conceptual Framework For Social, Behavioral, And Environmental Change Through Stakeholder Engagement In Water Resource Management, W. M. Eaton

School of Natural Resources: Faculty Publications

No abstract provided.

Specialists In Name Or Practice? The Inclusion Of Transgender And Gender Diverse Identities In Online Materials Of Gender Specialists, Natalie Holt, Robyn E. King, Richard Mocarski, Nathan Woodruff, Debra A. Hope

Trans Collaborations Academic Papers

Recommendations for health care providers working with transgender and gender diverse (TGD) individuals emphasize affirming clients’ identities, such as using correct pronouns and name, however it is unknown how often gender specialists adhere to such recommendations. Websites and intake forms of gender specialists were coded for use of affirming language, asking for pronouns and chosen name, and mention of TGD specialties and resources. Most websites identified the provider’s specialty to work with TGD individuals, though much fewer provided additional resources concerning TGD issues and only half of intake forms included affirming language. Given previous research that has demonstrated providers working …

Addressing Work-Related Traumatic Stress Nebraska - Resiliency Reminders Guidebook, Quality Improvement Center For Workforce Development

Other QIC-WD Products

This guide is intended for child welfare professionals implementing a workforce effort to address secondary traumatic stress (STS). It was developed as part of CFS Strong, a joint effort of the Quality Improvement Center for Workforce Development (QIC-WD) and the Nebraska Department of Human Services’ Department of Children and Family Services (CFS), to address the cumulative effects of STS that is part of the day-to-day work of the child welfare workforce. CFS Strong included: (1) an adaptation of Resilience Alliance (RA) to teach skills and strategies to manage STS and build team cohesion, (2) Restoring Resiliency Response (RRR) to allow …