How to Conduct a Pay Equity Analysis: 5 Steps and a Free Checklist

Pay equity analysis gives HR and compensation teams a structured way to identify pay differences, understand whether those differences have a legitimate explanation, and decide where corrective action may be needed. The legacy Trainery article emphasized that pay equity is both a workforce issue and a compensation-governance issue. This migrated version keeps that core purpose while aligning the methodology with the current CompBldr compensation workflow and removing outdated wage-gap statistics and unsupported percentage thresholds.

The U.S. Equal Employment Opportunity Commission explains that the Equal Pay Act requires equal pay for men and women performing substantially equal work in the same establishment, and that job content rather than job title determines whether work is substantially equal. Other federal EEO laws also prohibit compensation discrimination based on protected characteristics. Organizations should review applicable federal, state, and local requirements with qualified counsel before relying on any pay-equity methodology as legal advice.

What Is Pay Equity?

Pay equity examines whether employees performing comparable work are compensated fairly after considering legitimate job-related factors. It differs from a raw pay gap, which compares average pay between demographic groups without controlling for role, level, tenure, location, performance, or other relevant factors.

Good analysis depends on good job data. Accurate job descriptions, consistent job evaluation, and a usable job architecture help the organization define which employees can reasonably be compared.

Step 1: Define the Scope and Protect the Process

Before running calculations, decide what population, compensation elements, protected characteristics, locations, and time period are in scope. Depending on the organization and legal risk, HR may also choose to involve employment counsel before the analysis begins. Whether attorney-client privilege applies depends on the facts and how the work is structured.

Define who can access sensitive employee data, how demographic information will be handled, and where analysis files will be stored. A connected HR core and HR integration workflow can reduce manual reconciliation, while sensitive protected-characteristic data remains access-controlled.

Step 2: Build and Validate the Employee Census

The legacy article recommended starting with an employee census from the HRIS or payroll system. Include the information needed to explain differences in pay, not only salary and demographic fields.

Validate the dataset before analyzing it. Missing levels, inconsistent job titles, outdated salaries, duplicate employees, or incomplete performance data can create false signals. Reporting and analytics can help identify data gaps before the equity review begins.

Step 3: Define Comparable Work

The strongest analyses compare employees whose work is genuinely comparable. Under the Equal Pay Act, the EEOC focuses on substantially equal skill, effort, responsibility, and working conditions. Other discrimination laws use different legal standards, so employers should not treat one grouping method as universally applicable.

Organizations commonly begin with structured job families, levels, grades, or other documented job architecture. Job evaluation can help distinguish roles with different scope or accountability, while market pricing provides an external reference for competitive pay.

A common mistake is comparing employees only because they share a similar title. Titles can hide meaningful differences in responsibility. The job content, level, scope, location, and organizational context should support the grouping.

Step 4: Analyze Pay Differences and Their Explanations

Start by reviewing raw differences, then test whether those differences can be explained by legitimate factors. Depending on the size and complexity of the workforce, this may involve cohort analysis, regression modeling, or another statistically appropriate method.

Potential explanatory factors may include seniority, merit or performance systems, quantity or quality of production, location, job level, relevant experience, specialized skills, or other lawful job-related factors. The EEOC notes that the Equal Pay Act permits certain differentials based on seniority, merit, production, or a factor other than sex. State and local laws may impose additional or different standards.

Do not use a universal percentage cutoff as proof that a gap is acceptable or unlawful. Statistical significance, practical significance, data quality, sample size, the compensation system, and applicable law all matter. Unexplained differences should be investigated rather than dismissed because they fall below an arbitrary threshold.

Look beyond the numbers

The legacy article emphasized root causes. Even when a pay difference appears connected to performance, experience, or another factor, HR should ask whether employees had comparable access to the opportunities that produced that factor. Review starting-pay practices, promotions, high-visibility assignments, learning access, performance ratings, and manager discretion.

This is why pay equity connects with performance cycles, goal management, learning and development, and career opportunities rather than existing as a once-a-year spreadsheet exercise.

Step 5: Remediate, Document, and Prevent New Gaps

Once the organization identifies an unexplained difference that requires action, document the finding, investigation, decision, approval, and remediation. Under the Equal Pay Act, an employer may not reduce another employee’s pay to correct an unlawful sex-based wage difference. Remediation decisions should be reviewed with legal and compensation professionals based on the circumstances.

Compensation adjustments can be planned through a governed compensation planning process rather than disconnected emails or spreadsheets. Review proposed increases against ranges, compa-ratios, internal relationships, and budget before final approval.

Prevention matters too. Review new-hire offers, promotions, transfers, market adjustments, merit increases, and off-cycle decisions so new disparities are not reintroduced after an audit.

How CompBldr Supports Pay Equity Work

CompBldr provides the compensation structure behind a controlled pay-equity process. Job descriptions, job evaluation, market benchmarking, compensation planning, reporting, and total rewards can work from a shared job and pay framework.

During a compensation cycle, CompBldr Compensation Planning gives HR and Finance a governed workspace for budgets, manager proposals, approvals, performance context, and documented decision trails. For organizations that need methodology, job-structure, benchmarking, or remediation support, CompBldr Compensation Consulting can complement the technology with compensation expertise.

Pay Equity Analysis Checklist

• Define the population, compensation elements, jurisdictions, and protected characteristics in scope.
• Confirm legal, privacy, and access controls before using sensitive demographic data.
• Validate salary, job, level, tenure, performance, and location data.
• Group employees using documented job content and structure rather than title alone.
• Review raw pay differences and test legitimate explanatory factors.
• Investigate unexplained gaps and the processes that may have created them.
• Review findings with appropriate legal and compensation professionals.
• Plan approved adjustments and document decisions and approvals.
• Review new-hire, promotion, merit, and off-cycle practices to prevent recurrence.
• Establish a recurring pay-equity review cadence.

Turn the Analysis Into Better Compensation Decisions

The objective is not simply to produce a gap percentage. It is to understand how jobs are valued, how pay decisions are made, where unexplained differences exist, and what process changes will prevent the same issues from returning.

Use job descriptions, job architecture, market pricing, compensation planning, and total rewards to keep those decisions connected. To see the compensation workflow in CompBldr, book a CompBldr demo.