Skip to main content
  • Foundation
  • Executive network
  • CEO Circle
  • Enterprise Solutions
  • 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
  • Enterprise Solutions
  • Linkage Logo
SHRM
Sign In
  • Account
    • My Account
    • Logout
Close

  1. Topics & Tools
  2. Workplace News & Trends
  3. The C-Suite Lacks Confidence in HR Data Analytics. But Why?
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

The C-Suite Lacks Confidence in HR Data Analytics. But Why?

Majority of executives say blame for faulty analytics lies with IT

March 23, 2018 | Roy Maurer

A woman is looking at her phone while sitting in front of a laptop.


​Capital investment in HR data analytics is at an all-time high. But while organizations recognize the technology's power to help organizations make more-informed decisions, business leaders are also concerned about the trustworthiness of these tools.

Recent research from Dutch professional-services firm KPMG indicates a significant trust gap. In the survey of 2,190 senior executives from Australia, Brazil, China, France, Germany, India, South Africa, the U.K. and the U.S., just 35 percent said they have a high level of trust in their organization's use of data and analytics. Another 40 percent said they had reservations about relying on the data and analytics they produce, and 25 percent admitted they have either limited trust or active distrust in their data and analytics. Nearly all respondents (92 percent) worry about the impact flawed data could have on their company's business and reputation.


"Executives and managers are being asked to make major decisions based on the output of an algorithm that they didn't create and don't always fully understand," said Thomas Erwin, global head of KPMG International's Lighthouse, the firm's center of excellence for data, analytics and intelligent automation. "As a decision-maker, you really need to have confidence that the insights you are getting are reliable and accurate, but many of these executives can't even be sure if their models are of sufficient quality to be trusted. It's an uncomfortable situation for any decision-maker to be in."

[SHRM members-only online discussion platform: SHRM Connect]

Most companies have incomplete data, said Kevin Wheeler, founder and president of the Future of Talent Institute, a San Francisco-area think tank. "Analytics functions are new to most companies and they're trying to gain credibility, so they're analyzing anything and everything and presenting tons of data in a shoddy way. I'm not surprised a CEO looks at that and says, 'What is this?' and 'Why are you telling me this?' "

Even generally accepted metrics like the gross domestic product and national productivity measurements have very low validity, Wheeler added.

"When it comes to HR data, the important criteria include how was it gathered, how large is the dataset and how long has it been analyzed? In many cases we have to wait to find out whether or not the data are useful. We're very early in understanding which analytics are important and which aren't."

Another issue is placing blind trust in quantitative analytical data—which Wheeler calls "thin data." The traditional source of hire metrics is a good example.

"No one really knows how to measure for source of hire," he said. "It's either self-reported by the candidate or reported by a tool. But let's say I saw the job ad on Facebook and then went to a party and decided to apply. I returned home and applied through the employer's careers site. The source of hire will be logged as the careers site, but that's not true. That chain becomes really hard to measure."

Quality of hire is another one, he said. "There are many definitions for it—none are wrong, but neither are any universally correct. The definitions for these metrics are poor and not generally agreed upon."

Who Is Responsible?

Over half of respondents (55 percent) to the KPMG study said that the company's technology function and service providers are currently held chiefly responsible for poor business decisions based on insight from faulty data analytics. Just 33 percent said responsibility would fall on the core business, such as the CEO or CHRO or functional departments. Sixty-two percent said IT should hold responsibility for poor analytics-led business decisions.

"The leaders' impulse is to absolve the core business for decisions made with machines," Erwin said. "This impulse is understandable given technology's legacy as a support service, the difficulty of assessing the trustworthiness of analytics, and the tendency to give all things technical to the 'experts.' "

But he believes this is a mistake. "As organizations begin to think about behavior of machines as parallel to the behavior of people, they should also consider new models of governance to support the leaps in trust that the human/machine workforce requires," Erwin said. "At a fundamental level, accountability of machines must be held firmly by the CEO and functional leaders."

Wheeler believes it's a shared responsibility. "Data analysts need to be candid and upfront about how good they believe the data are, how big the sample was, how reliable it was and how they collected it. They need to be honest about that."

Another issue arises when the requesters of analytics aren't sure what to ask for, he said. "If you don't know what you want to know, you'll get faulty data. And what you want to know must be realistic. Can it even be shown by analytics?"

Wheeler suggested that data analysts push back if they think the request is not fully baked, and take the time to test reliability before presenting analytics.

The Human Element

Ultimately, HR needs to be able to appreciate the value of "thick data"—thin data merged with the experience, knowledge and intuition that only humans can bring, Wheeler explained.

"The best that numbers alone can do is give us insight," he said. "If you just look at it from a shallow, quantitative perspective and take action based on that, it's probably a mistake. When you intelligently consider data to augment your own decision-making, the data become very valuable. I'm a strong advocate for using hiring assessments to provide some concrete data about a candidate, but I'm not going to base my hiring decision on it. I'm still going to use my gut."

Was this article useful? SHRM offers thousands of tools, templates and other exclusive member benefits, including compliance updates, sample policies, HR expert advice, education discounts, a growing online member community and much more. Join/Renew Now and let SHRM help you work smarter.


Analytical Aptitude
Communication
Technology

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
  • Book a SHRM Executive Speaker
  • Advertise with Us
  • Partner with Us
  • Copyright & Permissions
  • Post a Job
  • Find an HR Job
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