Industrial and Organizational Psychology Commons^™

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 …

How The Level Of Job Complexity Impacts The Gender Wage Gap Across Occupations, Zytlaly Magaña Corona

Electronic Theses, Projects, and Dissertations

The present study focused on unpacking the social and structural aspects of job complexity to better understand its effects on the gender wage gap. Previous research on the job complexity-compensation dynamic has primarily focused on cognitive complexity. Job complexity across occupations were examined using work activity data from O*NET and merging it with the Current Population Survey data sponsored by the U.S. Bureau of Labor Statistics (N=67,003). Results revealed that higher complexity jobs in this study yielded greater wage disparities across different occupations as predicted. Furthermore, physical activities and gaining knowledge from the Generalized Work Activities were the two most …

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: 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, …

Psychosocial Work Influences On Adaptive Performance, Eli Alvin Dickinson

Masters Theses & Specialist Projects

The present study sought to understand why some employees may be more or less able to adapt to the changing work environment. Adaptive performance can help employees to be resilient to technological advances, economic factors, and/or cultural shifts, making it an important form of extra-role performance. According to conservation of resources (COR) theory, one reason employees may fail to adapt is because they lack resources that are required in order to be adaptive. I proposed that the resources needed for adaptive performance aggregate in a resource caravan. Job embeddedness is a proposed resource caravan that may facilitate more adaptive performance …

A Leader, A Follower, And Some Humor Walk Into A Meta-Analysis: A Review Of Positive And Negative Leader Humor, Richard Hayes

Psychology Theses & Dissertations

Although leader humor is a growing research topic, there are still unaddressed issues surrounding this topic. In particular, there is disagreement surrounding the conceptualizations of positive and negative leader humor, conflicting theoretical predictions and empirical findings on the effects of leader humor, a dearth of research on the antecedents and correlates of leader humor, as well as a lack of research on the boundary conditions of these relationships. This qualitative and quantitative review of the nomological networks of positive and negative leader humor addressed these issues based on a meta-analysis of 67 empirical studies (N = 21,121). Results indicate that …

Hidden Framings And Hidden Asymmetries In The Measurement Of Personality: A Combined Lens-Model And Frame-Of-Reference Perspective, Julian Schulze, Stephen G. West, Jan-Philipp Freudenstein, Philipp Schaepers, Patrick Mussel, Michael Eid, Stefan Krumm

Research Collection Lee Kong Chian School Of Business

Objective: The symmetry principle and the frame-of-reference perspective have each made contributions to improving the measurement of personality. Although each perspective is valuable in its own right, we argue that even greater improvement can be achieved through the combination of both. Therefore, the goal of the current article was to show the value of a combined lens-model and frame-of-reference perspective. Method We conducted a literature review to summarize relevant research findings that shed light on the interplay of both perspectives and developed an integrative model. Results: Based on the literature review and on theoretical grounds, we argue that a basic …

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 …

Analyzing Student Experience On Group Work With The Application Of Different Group Allocation Approaches, An Yee Tan

Management and HR

Working as a group can be as challenging as working by oneself. Common issues like ineffective group work, unequal work contribution, and poor communication are believed to be the reasons why many students preferred to work individually. The purpose of this study is to understand if there is a disparity in student experience on group work by implementing different methods of group formation, which are, intentional group formation and random assignment. Topics around team well-being, team communication, and team effectiveness are the main focus of this study. The second emphasis of this study is students’ opinions on whether or not …

Navigating The Murky Middle: Understanding How Career Aspirations And Experiences Influence The Career Progression Of Women Identifying, Student Affairs, Middle Managers, Lindsey Gilmore

Graduate Theses, Dissertations, and Capstones

Even though women have made tremendous strides in many facets of education, ascending the administrative and leadership ranks within universities at a proportionate ratio to the number of women who peak as middle managers is not one of them. In the past 40 years, the number of women serving as presidents of universities across the nation has increased less than 10% from 21.1% in 1975 to 30.1% in 2016 (ACE, 2018). If a woman does find herself serving at the helm of an institution, it is more than likely at a “private, liberal arts schools rather than at doctoral granting, …

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 …

The Influence Of Religion And State Ownership On Csr Disclosure Quality: A Case Of The Pharmaceutical Industry In China, Tian Tian

Student Works (2020-2029)

A growing amount of research has identified the importance of the institutional environment in determining the companies’ CSR disclosure (CSRD). This perspective suggests that companies in any society facing both formal and informal institutional constraints that they must follow to gain legitimacy. Hence, this research provides insights into the CSRD quality by considering the vital role of institutional constraints. Specifically, the primary purpose of this research is to investigate the influence of religion, representing an informal institution, on the CSRD quality. Additionally, the study identifies the effect of different religions on the CSRD quality. Further, the study also examines how …

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) …

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 …

An Integrative Study Of Service And Safety Climate And Performance: Do Climates Compete?, Jeffrey B. Paul

Selected Faculty Publications

Organizational scholars continue to expand our knowledge of the contextual forces influencing employee behavior in organizations. A notable stream in this research agenda includes organizational climate studies that describe the social processes guiding employee perceptions of their environment. These shared perceptions formulate climate constructs that have demonstrated through theorizing and empirical findings relationships with attitudinal, behavioral, and performance outcomes across multiple levels of analysis. Contemporary climate studies have focused on facet-specific climates, such as a service climate or safety climate, and have linked facet climates with the same facet related performance (e. g. safety climate predicts increased safety performance). Given …

Prompt-Specificity In Scenario-Based Assessments: Associations With Personality Versus Knowledge And Effects On Predictive Validity, Thomas Rockstuhl, Filip Lievens

Research Collection Lee Kong Chian School Of Business

Many scenario-based assessments (e.g., interviews, assessment center exercises, work samples, simulations, and situational judgment tests) use prompts (i.e., cues provided to respondents to increase the likelihood that the information received from them is clear, sufficient, and job-related). However, a dilemma for practitioners and researchers is how general or specific one should prompt people's answers. We posit that such differences in prompt-specificity (i.e., extent to which prompts cue performance criteria) have important implications for the predictive validity of scenario-based assessment scores. Drawing on the interplay of situation construal and situational strength theory, we propose that prompt-specificity leads to differential relationships between …