Skip to main content
  • Foundation
  • Executive network
  • CEO Circle
  • SHRM Business
  • Linkage Logo
  • Store
  • Sign In
  • Account
    • My Account
    • Logout
    • Global
    • India
    • MENA
SHRM
About
Book a Speaker
Join Today
Renew
Rejoin Now
Renew
  • Membership
  • Certification
    Certification

    Smiling asian student studying in library with laptop books doing online research for coursework, making notes for essay homework assignment, online education e-learning concept
    Get Certified!

    Be recognized as an HR leader with your SHRM-CP or SHRM-SCP credential.

    • How to Get Certified

      Demonstrate your ability to apply HR principles to real-life situations. No other HR certification compares.

      • How to Get Certified
      • Eligibility Criteria
      • Exam Details and Fees
      • SHRM-CP
      • SHRM-SCP
      • Which Certification is Best for Me
      • Certification FAQs
    • Prepare for the Exam

      Give yourself the best chance to pass your SHRM certification exam.

      • Exam Preparation
      • SHRM BASK
      • SHRM Learning System
      • Instructor-Led Learning
      • Self-Study
      • Study Aids & Add-ons
    • Recertification

      Recertify your SHRM Credentials before your end date!

      • Specialty Credentials
      • Qualifications
  • Topics & Tools
    Topics & Tools

    Stay up to date with workplace news and leverage our vast library of resources to streamline day-to-day HR tasks.

    The white house in washington, dc.
    Executive Order Impact Zone

    Do not abandon, but evaluate and evolve. It is about legal, equal opportunity for all.

    • News & Trends

      Follow breaking news and emerging workplace trends.

      Legal & Compliance

      Stay informed on workplace legal updates and their impacts.

      From the Workplace

      Explore diverse perspectives from your peers on today's workplaces.

      Flagships

      Get curated collections of podcasts, videos, articles, and more produced by SHRM.

    • HR Topics
      • AI in the Workplace
      • Civility at Work
      • Compensation & Benefits
      • Inclusion & Diversity
      • Talent Acquisition
      • Workplace Technology
      • Workplace Violence Prevention
      SEE ALL
      SHRM Research
    • Tools & Samples

      Access member resources and tools to streamline HR tasks.

      • Forms & Checklists
      • How-To Guides
      • Interactive Tools
      • Job Descriptions
      • Policies
      • Toolkits
      SEE ALL
      Ask an Advisor
  • Events & Education
    Events & Education

    SHRM25 in San Diego, June 29 - July 2, 2025
    Join us for SHRM25 in San Diego

    Register for the World’s Largest HR Conference being held on June 29 - July 2, 2025

    • Events
      • SHRM25
      • The AI+HI Project 2025
      • INCLUSION 2025
      • Talent 2026
      • Linkage Institute 2025
      SEE ALL
      Webinars
    • Educational Programs

      Designed and delivered by HR experts to empower you with the knowledge and tools you need to drive lasting change in the workplace.

      Specialty Credentials

      Demonstrate targeted competence and enhance credibility among peers and employers.

      Qualifications

      Gain a deeper understanding and develop critical skills.

    • Team Training & Development

      Customized training programs unique to your organization’s needs.

  • Business Solutions
  • Advocacy
    Advocacy

    Make your voice heard on public policy issues impacting the workplace.

    Advocacy
    SHRM's President & CEO testifies to Congress on "The State of American Education"
    • Policy Areas
      • Workforce Development
      • Workplace Inclusion
      • Workplace Flexibility & Leave
      • Workplace Governance
      • Workplace Health Care
      • Workplace Immigration
      State Affairs

      SHRM advances policy solutions in state legislatures nationwide.

      Global Policy

      SHRM is the go-to for global HR leaders and businesses on workplace matters.

    • Advocacy Team (A-Team)

      SHRM’s A-Team is a key member benefit, giving you the tools, insights, and opportunities to shape workplace policy and drive real impact.

      Take Action

      Urge lawmakers to support policies that create lasting, positive change.

      Advocacy & Legislative Resources

      Access SHRM’s curated policy materials and content.

    • SHRM-Led Coalitions
      • Generation Cares
      • The Section 127 Coalition
      • Learn More & Partner with SHRM Government Affairs
  • Community
    Community

    Woman raising hand in group
    Find a SHRM Chapter

    Easily find a local professional or student chapter in your area.

    • Chapters

      Find local connections from over 607 chapters and state councils and create your personalized HR network.

      SHRM Connect

      Post polls, get crowdsourced answers to your questions and network with other HR professionals online.

      SHRM Northern California

      Join SHRM members in the greater San Francisco Bay area for local events and networking.

    • Membership Councils

      Learn about SHRM's five regional councils and the Membership Advisory Council (MAC).

      • Membership Advisory Council
      • Regional Councils
    • Volunteers

      Learn about volunteer opportunities with SHRM.

      • Volunteer Leader Resource Center
Close
  • Membership
  • Certification
    back
    Certification
    Smiling asian student studying in library with laptop books doing online research for coursework, making notes for essay homework assignment, online education e-learning concept
    Get Certified!

    Be recognized as an HR leader with your SHRM-CP or SHRM-SCP credential.

    • How to Get Certified

      Demonstrate your ability to apply HR principles to real-life situations. No other HR certification compares.

      • How to Get Certified
      • Eligibility Criteria
      • Exam Details and Fees
      • SHRM-CP
      • SHRM-SCP
      • Which Certification is Best for Me
      • Certification FAQs
    • Prepare for the Exam

      Give yourself the best chance to pass your SHRM certification exam.

      • Exam Preparation
      • SHRM BASK
      • SHRM Learning System
      • Instructor-Led Learning
      • Self-Study
      • Study Aids & Add-ons
    • Recertification

      Recertify your SHRM Credentials before your end date!

      • Specialty Credentials
      • Qualifications
  • Topics & Tools
    back
    Topics & Tools

    Stay up to date with workplace news and leverage our vast library of resources to streamline day-to-day HR tasks.

    The white house in washington, dc.
    Executive Order Impact Zone

    Do not abandon, but evaluate and evolve. It is about legal, equal opportunity for all.

    • News & Trends

      Follow breaking news and emerging workplace trends.

      Legal & Compliance

      Stay informed on workplace legal updates and their impacts.

      From the Workplace

      Explore diverse perspectives from your peers on today's workplaces.

      Flagships

      Get curated collections of podcasts, videos, articles, and more produced by SHRM.

    • HR Topics
      • AI in the Workplace
      • Civility at Work
      • Compensation & Benefits
      • Inclusion & Diversity
      • Talent Acquisition
      • Workplace Technology
      • Workplace Violence Prevention
      SEE ALL
      SHRM Research
    • Tools & Samples

      Access member resources and tools to streamline HR tasks.

      • Forms & Checklists
      • How-To Guides
      • Interactive Tools
      • Job Descriptions
      • Policies
      • Toolkits
      SEE ALL
      Ask an Advisor
  • Events & Education
    back
    Events & Education
    SHRM25 in San Diego, June 29 - July 2, 2025
    Join us for SHRM25 in San Diego

    Register for the World’s Largest HR Conference being held on June 29 - July 2, 2025

    • Events
      • SHRM25
      • The AI+HI Project 2025
      • INCLUSION 2025
      • Talent 2026
      • Linkage Institute 2025
      SEE ALL
      Webinars
    • Educational Programs

      Designed and delivered by HR experts to empower you with the knowledge and tools you need to drive lasting change in the workplace.

      Specialty Credentials

      Demonstrate targeted competence and enhance credibility among peers and employers.

      Qualifications

      Gain a deeper understanding and develop critical skills.

    • Team Training & Development

      Customized training programs unique to your organization’s needs.

  • Business Solutions
  • Advocacy
    back
    Advocacy

    Make your voice heard on public policy issues impacting the workplace.

    Advocacy
    SHRM's President & CEO testifies to Congress on "The State of American Education"
    • Policy Areas
      • Workforce Development
      • Workplace Inclusion
      • Workplace Flexibility & Leave
      • Workplace Governance
      • Workplace Health Care
      • Workplace Immigration
      State Affairs

      SHRM advances policy solutions in state legislatures nationwide.

      Global Policy

      SHRM is the go-to for global HR leaders and businesses on workplace matters.

    • Advocacy Team (A-Team)

      SHRM’s A-Team is a key member benefit, giving you the tools, insights, and opportunities to shape workplace policy and drive real impact.

      Take Action

      Urge lawmakers to support policies that create lasting, positive change.

      Advocacy & Legislative Resources

      Access SHRM’s curated policy materials and content.

    • SHRM-Led Coalitions
      • Generation Cares
      • The Section 127 Coalition
      • Learn More & Partner with SHRM Government Affairs
  • Community
    back
    Community
    Woman raising hand in group
    Find a SHRM Chapter

    Easily find a local professional or student chapter in your area.

    • Chapters

      Find local connections from over 607 chapters and state councils and create your personalized HR network.

      SHRM Connect

      Post polls, get crowdsourced answers to your questions and network with other HR professionals online.

      SHRM Northern California

      Join SHRM members in the greater San Francisco Bay area for local events and networking.

    • Membership Councils

      Learn about SHRM's five regional councils and the Membership Advisory Council (MAC).

      • Membership Advisory Council
      • Regional Councils
    • Volunteers

      Learn about volunteer opportunities with SHRM.

      • Volunteer Leader Resource Center
Join Today
Renew
Rejoin Now
Renew
  • Store
    • Global
    • India
    • MENA
  • About
  • Book a Speaker
  • Foundation
  • Executive network
  • CEO Circle
  • SHRM Business
  • Linkage Logo
SHRM
Sign In
  • Account
    • My Account
    • Logout
Close

  1. Topics & Tools
  2. Workplace News & Trends
  3. Compensation & Benefits
  4. How to Use Compensation Survey Data to Set Executive Pay
Share
  • Linked In
  • Facebook
  • Twitter
  • Email

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus convallis sem tellus, vitae egestas felis vestibule ut.


Error message details.

Copy button
Reuse Permissions

Request permission to republish or redistribute SHRM content and materials.


Learn More
News

How to Use Compensation Survey Data to Set Executive Pay

Interpret data within the context of your organization, its values and its pay philosophy

January 5, 2024 | Myrna Hellerman

A business woman in a suit standing in an office.


SHRM has partnered with ChiefExecutive.net to bring you relevant articles on key HR topics and strategies.

The compensation survey is the Oracle of Delphi of the compensation world. Compensation wisdom seekers look at all of the reported data when trying to find a definitive answer to the perennial question: "What's the right mix of pay?"

Unfortunately, survey results do not provide categorical insights into the intricacies of executive compensation. Moreover, the amount of information may be overwhelming, especially if all of it isn't applicable to all organizations.

Survey users, particularly those who seek insights into private company pay, need to rely on both the "science" and the "art" of data analytics.

The results of compensation surveys provide the numerical foundation—the science—behind pay determination. The art is the thoughtful interpretation of the data within the context of your organization, its values and its pay philosophy. Together, balancing science and art lead to the identification of the right amount to be paid through the right vehicles for your executive in a given role, as performed within the realities of your organization.

Compensation Surveys Are More Valuable to Private Companies

In recent years, publicly traded companies have become less dependent on compensation surveys. That's because proxies and other SEC filings provide increasingly robust insights into the executive pay philosophy, pay levels, pay mix, pay delivery vehicles and other pay practices of the specific publicly traded companies that are the competition for executive talent.

Private companies, on the other hand, don't have access to such competitor-specific pay data. As a result, they're highly dependent on published survey data as a starting point for compensation decision-making. 

Private companies should proceed cautiously to understand and interpret the applicability of published survey data to the pay for their own executives. As a first step, keep in mind the basic reporting process underlying a compensation survey: all the reported individual data points for a particular pay component of a given role are lined up from lowest paid to highest paid. The bottom quartile (25th percentile), median (50th percentile) and top quartile (75th percentile) data points are reported as survey benchmark levels for each pay component. However, it may be difficult to see how the components of pay are related across these measures.

For example, the executive who receives the reported median base salary amount is most likely a different executive from the one who receives the reported median total cash. It is difficult to determine from the survey data results how those pay levels were derived let alone the applicability of the survey benchmark level within an individual company's pay structure.

Questions to consider include:

  • Does the median base salary belong to someone who has no variable pay opportunities?
  • Does the median total cash belong to someone with bottom quartile pay and extraordinary variable pay opportunities?

At private companies, there is a high level of individuality and creativity in pay practices that a survey's discrete data points do not capture. This, in fact, can be an advantage for private companies in recruiting and retaining executive talent. There is no right or wrong answer inherent in survey data, but it does provide a very useful guide. However, the right answer is the one that makes sense within the context of your pay philosophy, culture and budgetary constraints.

Considerations for Using Survey Data to Set Pay

As you begin a pay decision-making process influenced by salary survey data, consider the following cautionary notes as well as suggestions in italics for how to address them:

  • Compensation surveys represent the market value of the role, not the value of the person in your company fulfilling that role as defined by your company. For instance, your company's president may have significant marketing responsibilities in addition to traditional presidential duties. Furthermore, in addition to differences in job content, the president's role at your company might be filled by a high performer whose retention is critical to the success of the enterprise.

In such instances, compensation above the survey benchmark level may be warranted.

  • Compensation surveys represent how roles are valued at other companies, not at your company. Each company places higher or lower emphasis than the general market on its executive roles, based on its unique strategy and culture. For example, your COO may be the second most highly valued and paid role. At another similarly situated company, the CFO may occupy the second most highly valued and paid role. At a third surveyed company there may be little differentiation of pay among the key executives reporting to the CEO.

Individual executive pay determination should consider your company's role value hierarchy.

  • Compensation surveys don't take into account the level of an individual's experience in the role. The CSO at your company may be new to the role whereas the CSO at other similarly situated surveyed companies may be more seasoned.

Generally accepted practice is to consider +/- 15% of the survey benchmark value (e.g., median, top quartile) as a competitive range and then to place the executive's pay within that range as illustrated below:

  • Compensation surveys don't reflect the surveyed companies' pay positioning and pay-mix philosophies. The pay positioning philosophy at your company might be to deliver total cash at the market median. To accomplish this, your company targets base salary and cash incentives at the market median. Another similarly situated company has a high-risk/high-reward philosophy, and it arrives at an overall median total-cash pay positioning with a pay mix that includes bottom quartile base salary and top quartile cash incentive opportunities.

Start with the total cash compensation survey benchmark level and then build the package consistent with your pay philosophy about how much risk to build into the package. (Note that it is common for private companies to have a different pay risk profile for each individual on the executive team.)

  • Many compensation surveys don't capture the unique interplay between the current cash and long-term deferred cash/phantom ownership opportunities that commonly exist in privately held companies. For example, your company's CFO may be a trusted advisor who has been with the company for many years, and his or her continued tenure is valued. You pay the CFO a base salary and annual incentive (bonus) on what might be considered the low side of fair. However, the CFO also has a long-term economic interest in the company that will pay out when he or she retires. In contrast, you compensate your high-performing but much shorter-tenured CTO in the top quartile for total cash but provide no long-term economic interest in the company.

Consider creating an inventory of the value of your long-term wealth accumulation opportunities by executive. Next, determine the total cash package (as described above). Then build into this total cash compensation package the long-term wealth accumulation opportunity that makes sense for your company. The long-term wealth accumulation opportunity should be consistent with the company's pay philosophy, risk profile, how the role is valued and the expected long-term contribution expected from the person in the role.

In your executive pay decision-making process, it is important to identify the appropriate balance between the external survey values and the internal value of the role. The framework below illustrates how external and internal values interplay in pay decision-making.

executive-pay-chart-crop.jpg

Source: Sibson Consulting.

Putting It All Together

For private companies that are considering an update to their compensation practices, compensation surveys are a valuable starting point. First, understand and interpret their applicability to the pay for your executives. Then, broaden your approach. Many factors can or perhaps should be considered, such as organization pay and retention history, future direction and strategic plans, and marketplace competition.

To use a baseball analogy, the compensation survey data will get you to the right playing field and likely to the right section of the stands. Frequently, it may even help you find the right row. Rarely, however, will it guide you to a specific seat for a given executive. That seat needs to be the one with the best view of the game from the perspective of both the company and the executive.

Myrna Hellerman is a senior vice president in Sibson Consulting's Chicago office. She has consulted to over 100 publicly traded and privately held organizations from a wide variety of industries, including insurance, financial services, private equity, hedge funds, real estate, health care, hospitality, retail, technology, food processing and manufacturing.

This article is excerpted from www.ChiefExecutive.net with permission from Chief Executive. © 2019. All rights reserved.


Need the most current HR-reported salary data? The SHRM Compensation Data Center now offers real-time compensation data reports to help recruit and retain top talent in today's market.

Business Acumen
Compensation
Executive Compensation

Artificial Intelligence in the Workplace

​An organization run by AI is not a futuristic concept. Such technology is already a part of many workplaces and will continue to shape the labor market and HR. Here's how employers and employees can successfully manage generative AI and other AI-powered systems.



Related Content

Kelly Dobbs Bunting speaks onstage at SHRM24
(opens in a new tab)
News
Why AI+HI Is Essential to Compliance

HR must always include human intelligence and oversight of AI in decision-making in hiring and firing, a legal expert said at SHRM24. She added that HR can ensure compliance by meeting the strictest AI standards, which will be in Colorado’s upcoming AI law.

(opens in a new tab)
News
A 4-Day Workweek? AI-Fueled Efficiencies Could Make It Happen

The proliferation of artificial intelligence in the workplace, and the ensuing expected increase in productivity and efficiency, could help usher in the four-day workweek, some experts predict.

(opens in a new tab)
News
How One Company Uses Digital Tools to Boost Employee Well-Being

Learn how Marsh McLennan successfully boosts staff well-being with digital tools, improving productivity and work satisfaction for more than 20,000 employees.

HR Daily Newsletter

Stay up to date with the latest HR news, trends, and expert advice each business day.

Success title

Success caption

Manage Subscriptions
  • About SHRM
  • Careers at SHRM
  • Press Room
  • Contact SHRM India
  • Book a SHRM Executive Speaker
  • Advertise with Us
  • Copyright & Permissions
  • Post a Job
  • Find an HR Job
Contact Us

SHRM India Corporate Information
Email: shrmindia@shrm.org
Phone: (1)800.103.2198
WhatsApp: +919810503727

Follow Us
  • LinkedIn
  • Facebook
  • Twitter
  • Instagram
  • YouTube
  • SHRM Newsletters
  • Ask An Advisor

© 2025 SHRM. All Rights Reserved

SHRM provides content as a service to its readers and members. It does not offer legal advice, and cannot guarantee the accuracy or suitability of its content for a particular purpose. Disclaimer


  1. Privacy Policy

  2. Terms of Use

  3. Accessibility

Join SHRM for Exclusive Access to Member Content

SHRM Members enjoy unlimited access to articles and exclusive member resources.

Already a member?
Free Article
Limit Reached

Get unlimited access to articles and member-exclusive resources.

You've reached the limit of 1 free article this month. Join to access unlimited articles and member-only resources.

Already a member?
Free Article
Exclusive Executive-Level Content

This content is for the SHRM Executive Network and Executive Content Subscription members only.

You've reached the limit of 1 free article this month. Join the Executive Network and enjoy unlimited content.

Already a member?
Free Article
Exclusive Executive-Level Content

This content is for the SHRM Executive Network and Executive Content Subscription members only.

You've reached the limit of 1 free article this month. Join and enjoy unlimited access to SHRM Executive Network Content.

Already a member?
Unlock Your Career with SHRM Membership

Please enjoy this free resource! Join SHRM for unlimited access to exclusive articles and tools.

Already a member?

Your membership is almost expired! Renew today for unlimited access to member content.

Renew now

Your membership has expired. Renew today for unlimited access to member content.

Renew Now

Your Executive Network membership is nearing its expiration. Renew now to maintain access.

Renew Now

Your membership has expired. Renew your Executive Network benefits today.

Renew Now