Hoppa till huvudinnehåll

Pay Equity Analysis – Framework, Process, and Key Concepts

This article summarizes the Pay Equity Analysis Start-Up Guide, covering equal work, work of equal value, EU reporting, the MIA model, analysis challenges, and the full implementation process

L
Skrivet av Linnéa Molin
Uppdaterad igår

1. Introduction

The Pay Equity Analysis (PEA) Start-Up Guide provides a structured approach to launching a pay equity analysis within an organization. It introduces the fundamental concepts, outlines the required steps, explains the analytical models used, and clarifies how to navigate the process from preparation to reporting. The material is designed for use in kick-off meetings with clients and serves as an onboarding framework before full-scale analysis begins.

The guide covers pay gap reporting requirements, equal work and work of equal value, the MIA model for pay setting, challenges in pay equity analysis, workflow planning, and expectations for each meeting in the implementation process.


2. Equal Work and Work of Equal Value

Equal Work

Equal work refers to jobs that are identical or very similar in duties, required skills, level of responsibility, and effort.
What should be analyzed?

  • Differences in salary between women and men within each equal job group

  • Individuals who deviate significantly in pay compared to peers in the same work

Work of Equal Value

Work of Equal Value refers to roles that are not identical but carry comparable value to the organization based on skill, effort, responsibility, and working conditions.
What should be analyzed in Sysarb?

  • Salary differences between female-dominated jobs (≥60% women) and non–female-dominated jobs that are valued equally or lower but have a higher average salary

These analyses build the foundation of compliant equal pay work and support the interpretation of systemic versus individual-level disparities.


3. Pay Gap Reporting Requirements

The guide includes a summary of EU directive requirements for pay transparency. Organizations must report:

  • Mean and median pay gaps for total compensation

  • Gaps in complementary or variable pay components, including bonuses, overtime, travel benefits, allowances, training compensation, termination payments, statutory sick pay, and occupational pensions

  • Percentage of men and women receiving variable or complementary pay

  • Gender pay gaps by categories of workers (equal jobs) broken down by base salary and variable components

Local country requirements must also be incorporated and updated based on client-specific legislation.


4. Importance of Conducting a Pay Equity Analysis

The guide highlights multiple strategic benefits:

  • Strengthening employer brand: A commitment to pay equity enhances perception among talent, customers, and other stakeholders.

  • Increasing trust and fairness: Transparency fosters a workplace culture where employees feel valued and respected.

  • Enabling data-driven decision-making: Understanding salary drivers supports informed, equitable compensation decisions.

  • Supporting long-term culture and performance: Insights from PEA can guide targeted salary adjustments, clearer pay policies, and fair career development opportunities.

PEA is described not only as a compliance requirement but as a long-term strategic advantage for organizational health.


5. The MIA Model for Pay Setting

The MIA model is a core conceptual framework for both pay setting and pay equity analysis.

Market (M)

External competitiveness based on labor supply and demand, industry benchmarks, and regional pay norms.

Individual (I)

Personal attributes that influence pay, such as skills, experience, performance, and personal contributions.

Assignment (A)

Job-related factors, including scope, responsibility, complexity, and job evaluation outcomes.

MIA in Pay Equity Analysis:
The model helps explain salary variations within equal work groups and provides a structured way to assess whether differences are justified. The guide recommends using job profile + grade, subfamily + grade, and family + grade combinations depending on the granularity and statistical reliability required.


6. Grouping Methods for Equal Work Analysis

Three main grouping combinations are illustrated, each with strengths and limitations:

1. Job Profile + Grade

  • Ideal for strict equal work comparisons

  • Clear comparability and best for identifying individual outliers

  • Risk: small group sizes and reduced statistical reliability

2. Job Subfamily + Grade

  • Balanced level of granularity

  • Good for comparing related roles with shared core content

  • Useful for early diagnostic work

3. Job Family + Grade

  • Largest group sizes and most robust statistics

  • Easily scaled and communicated

  • Risk: overly broad groupings can obscure individual inequities

The chosen grouping should match the maturity of the client's job architecture and the purpose of the analysis.


7. Work of Equal Value (Comparative Jobs)

The analysis focuses on identifying pay gaps between female-dominated jobs and comparable roles that are valued equally or lower but paid more. Each comparative group requires investigation to determine whether gaps arise from:

  • Historical pay practices

  • Market pay at time of hire

  • Structural biases

  • Role misclassification

The guide emphasizes the need for strong job evaluation foundations to ensure reliable comparisons.


8. Challenges in Pay Equity Analysis and How to Address Them

The guide identifies common challenges and offers practical solutions:

Challenges

  • Difficulty determining whether gaps are due to bias or historical patterns

  • Diverse job roles and locations with differing pay structures

  • Sensitivity around communicating pay gaps

  • Broad job titles not reflecting actual responsibilities

How to Address Them

  • Use filtering tools to examine data by tenure, age, business unit, or location

  • Engage managers to understand context behind pay decisions

  • Use regression analysis to control for age, company tenure, and job tenure

  • Strengthen job architecture and job evaluation systems

  • Frame findings as opportunities for improvement

  • Provide action-oriented recommendations

These methods help ensure a balanced, evidence-based, and constructive process.


9. Implementation Process and Timeline

The Start-Up deck includes a detailed phased plan for meetings during the PEA implementation. Key steps are divided as follows:

Kick-Off (Meeting 1)

  • Launch analysis from job architecture

  • Demonstrate dashboard functions

  • Review equal job setup

  • Select one job group for sample analysis

Meeting 2

  • Quality-check employee classification, job levels, codes

  • Validate job valuation where no job architecture exists

Meetings 3 & 4

  • Investigate pay gaps within equal and comparable jobs

  • Review outliers with managers

  • Document comments and recommended adjustments

Meeting 5

  • Export key reporting values

  • Analyze trends and identify areas requiring attention

  • Plan internal communication

Wrap-Up

  • Review findings, confirm salary adjustments, and create the pay equity analysis report

  • Ensure all documentation is complete for compliance

Client-independent work includes ongoing preparation, tagging of explanations, and deeper investigation of gaps.


10. Recap and Next Steps

The final session recaps:

  • EU and local requirements

  • The MIA model

  • Importance of PEA

  • Process timeline

  • Dashboard values and interpretation

Clients are asked to:

  • Align on meeting schedule

  • Explore the platform before next session

  • Identify three equal job groups to review in detail

  • Prepare questions or data validation points

This ensures readiness for advanced analysis in the next session.


11. Summary

The Pay Equity Analysis Start-Up Guide outlines the essential foundation for conducting a compliant, data-driven, and actionable pay equity analysis. Through clear definitions of equal work and work of equal value, the MIA model, grouping logic, challenge mitigation strategies, and a structured implementation timeline, the guide prepares organizations to execute PEA effectively. It serves as both a strategic onboarding tool and a roadmap for navigating the full analytical process.

Fick du svar på din fråga?