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Creating A Workforce Analytics Team (Video), Quality Improvement Center For Workforce Development May 2021

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

Workforce Analytics Resources

When conducting workforce analytics, it can be helpful to adopt a team approach and involve various experts and stakeholders, each of which can make a valuable contribution.

The Big Picture

  • Ensure that you have the commitment and buy-in from leaders who control the agency’s budget and policies.
  • Team membership may vary depending on the analytics goals and the stage of the work, but potential participants include representatives from agency leadership, Human Resources (HR), child welfare, Information Technology (IT), and training.
  • It’s likely that no one person is going to possess all the skills needed; building a strengths-based, interdisciplinary team can …


Data Quality (Video), Quality Improvement Center For Workforce Development May 2021

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 May 2021

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 …


Seductive Details In Training, Megan Paul Apr 2021

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 Apr 2021

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

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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 Apr 2021

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 Apr 2021

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 Apr 2021

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 Apr 2021

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 Apr 2021

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, …


Data Visualization (Video), Quality Improvement Center For Workforce Development Mar 2021

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 Mar 2021

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 Mar 2021

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 Mar 2021

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 …


Gratitude, Stephanie Weddington, Megan Paul Feb 2021

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 Feb 2021

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 Feb 2021

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 Feb 2021

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 Jan 2021

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 Jan 2021

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 Jan 2021

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 Jan 2021

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) …


Addressing Work-Related Traumatic Stress Nebraska - Resiliency Reminders Guidebook, Quality Improvement Center For Workforce Development Jan 2021

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

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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 …


Reference Checks, Tara Myers, Megan Paul Dec 2020

Reference Checks, Tara Myers, Megan Paul

Umbrella Summaries

What are reference checks?

Reference checks are hiring tools, typically used as one of the last steps in the hiring process. “A reference check generally involves contacting applicants’ former employers, supervisors, coworkers, and educators to verify previous employment and to obtain information about the individual’s knowledge, skills, abilities and character” (Society for Human Resource Management, 2020, p. 1). For example, potential employers use this as an opportunity to get additional information about applicants’ job performance, communication, time management, teamwork, professionalism; honesty; and attention to detail (Hendricks, Rupayana, Puchalski, & Robie, 2018). The questions used on reference checks depend on the …


Building Capacity To Effectively Share And Use Data, Robert Blagg Dec 2020

Building Capacity To Effectively Share And Use Data, Robert Blagg

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In child welfare, the need to utilize meaningful data to ensure that the services provided are effective in supporting children and families represents a continuing challenge. There is a large volume of data from sources that are internal and external to child welfare agencies; and it increases almost exponentially on a regular basis. It is difficult for leaders and practitioners to quickly and meaningfully synthesize, make use of, and share new information with colleagues who need it to make sound decisions. Even when data is transformed into knowledge, challenges remain around the preferred method of ensuring information reaches the individuals …


Occupational Commitment, Megan Paul, Anita Barbee Dec 2020

Occupational Commitment, Megan Paul, Anita Barbee

Umbrella Summaries

What is occupational commitment?

Occupational commitment refers to the extent to which employees are committed to their line of work (Meyer, Allen, & Smith, 1993). Over the past 40 years, various researchers also labeled the construct as career commitment or as professional commitment, but the term occupation is intended to convey that the concept (a) does not apply to a more general concept of a career, which may involve different occupations over time and (b) applies to both professional and non-professional occupations (Meyer et al., 1993). Occupational commitment is one of many forms of work-related commitment. Some of the other, …


More Research Is Needed On The Impact Of Workplace Violence, Bullying And Sexual Harassment In Child Welfare, Anita Barbee Dec 2020

More Research Is Needed On The Impact Of Workplace Violence, Bullying And Sexual Harassment In Child Welfare, Anita Barbee

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Many employees working in social services are exposed to workplace violence (described in Andersen, et al., 2018) and bullying (discussed in Whitaker, 2012). The workplace violence paper showed not only that up to three-fourths of social workers are exposed to violence at work, but that organizational structures and dynamics set the stage for violence to occur. Settings where staff lacked role clarity and predictability, and where emotional demands, role conflict, and work family conflict were high, also were associated with more threats and violence among employees and by clients. These findings, in addition to studies on bullying, seem to point …


Organizational Justice, Tara Myers, Megan Paul Nov 2020

Organizational Justice, Tara Myers, Megan Paul

Umbrella Summaries

What is organizational justice?

Organizational justice is the extent to which an organization treats people fairly. Organizational justice includes fairness related to outcomes, procedures, and interpersonal interactions. Fair workplace outcomes and decisions (e.g., equitable/favorable pay, raise, promotion) are called distributive justice (Adams, 1965). Procedural justice means that outcomes are determined through procedures that are based on accurate information and standard ethics, represent everyone affected by the procedure, include opportunity for input and appeal, are free from bias, and are used consistently (Leventhal, 1980; Thibaut & Walker, 1975). Interactional justice refers to people feeling they were treated with dignity and respect …


Introduction To Data Dictionaries, Quality Improvement Center For Workforce Development Nov 2020

Introduction To Data Dictionaries, Quality Improvement Center For Workforce Development

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Are you interested in exploring how to leverage the data necessary to examine and address child welfare workforce challenges in your agency? If so, you may consider developing and using a human resources data dictionary to help guide your work. A data dictionary is a collection of detailed information about the content and structure of data in one or more databases. This descriptive information is often called metadata (i.e., data about data). Other terms used to describe data dictionaries include data definition matrix, metadata repository, design dictionary, and business glossary. You also might see other variations of these terms, further …


Thriving, Megan Paul Nov 2020

Thriving, Megan Paul

Umbrella Summaries

What is thriving?

Thriving is defined as “a positive psychological state in which individuals experience both a sense of vitality and a sense of learning at work” (Spreitzer, Sutcliffe, Dutton, Sonenshein, & Grant, 2005, p. 538). Vitality refers to feeling energized, and learning is about experiencing personal growth and development (Spreitzer et al., 2005). The most popular measure of thriving includes ten items, with instructions to think about the questions in relation to work (Porath, Spreitzer, Gibson, & Garnett, 2012). Examples of vitality items include, “I have energy and spirit” and “I feel alive and vital,” and examples of learning …