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Measuring Diversity, Equity, And Inclusion, Quality Improvement Center For Workforce Development

Workforce Analytics Resources

What is Diversity?

Diversity refers to the degree of differences in the composition of the workforce in terms of such constructs as race, ethnicity, gender, gender identity and expression, sexual orientation, religion, disability, age, national origin, language, or other social identities. Though there are certainly other types of employee differences worth assessing (e.g., acquired diversity characteristics, such as education, skills, personality, preferences, attitudes), the focus here is on inherent social identities, especially those that are related to differences in representation, power, and privilege. Note that diversity is a characteristic of a group, not an individual.

How is Diversity Measured?

To …

Disability Inclusion, Quality Improvement Center For Workforce Development

Workforce Analytics Resources

The following resources provide information to help agencies create disability-inclusive workplace policies and practices. The Office of Disability Employment Policy (ODEP) is a non-regulatory federal agency that promotes policies and coordinates with employers and all levels of government to increase workplace success for people with disabilities. The Employer Assistance and Resource Network on Disability Inclusion (EARN) is an ODEP technical assistance center that provides resources to help employers recruit, hire, retain, and advance individuals with disabilities and comply with their responsibilities under the ADA. Inclusion@Work: A Framework for Building a Disability-Inclusive Organization allows organizations to explore strategies for creating disability-inclusive …

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., …

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 …

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 …

Workforce Metrics, Quality Improvement Center For Workforce Development

Workforce Analytics Resources

Calculating and tracking workforce metrics is a valuable way to assess workforce needs and examine workforcerelated processes, interventions, and outcomes. This resource includes over 90 metrics related to recruitment and selection, education, work hours, work arrangements, caseload capacity, supervision, career development, performance, turnover and tenure, and costs. Note that these metrics are not universal, and many other variations exist elsewhere. These have been selected or developed based on their applicability to the child welfare workforce.

Workforce Analyses Using Combined Human Resources And Child Welfare Data, Quality Improvement Center For Workforce Development

Workforce Analytics Resources

When conducting workforce analyses, it can be valuable to capitalize on data from both human resources (HR) databases and child welfare (CW) information systems. Each can be useful on their own, but additional information can be learned when the two types of data are connected. There are two primary uses of combined HR and CW data:

1. CW data can serve as objective measures of employee job performance, which is one of the most important workforce outcomes to measure, particularly when examining the effectiveness of various workforce decisions and practices.
2. CW data can provide useful contextual information for studying workforce outcomes. …

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 …

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 …

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 …

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 …