People Analytics Takes Off
Josh Bersin
Global Industry Analyst, I study all aspects of HR, business leadership, corporate L&D, recruiting, and HR technology. ?
The market for People Analytics (aka Talent Analytics) is taking off. Our latest research shows that companies almost doubled their adoption of this new practice in the last year (see chart below) and yesterday, at a workshop on the topic with Workday, almost half the clients were well along in their journey.
Fig 1: Rapid Maturity of People Analytics (Source: Deloitte Human Capital Trends 2015 and 2016, 3,300 and 7,100 respondents, respectively)
Let me give you a few anecdotes from our meeting this week:
- Technology companies like Tesla and Uber now have mature people analytics teams looking at recruitment data, talent mobility, and performance data across their organization.
- Half the companies in our workshop yesterday are bringing people from outside HR into the domain (marketing analytics, legal, and IT)
- While some of the companies in our session were new to the discipline, every single company we met with had someone assigned to this program and was building a business case.
I've been following and writing about this trend for almost 15 years now, originally writing a book on learning measurement in the mid 2000s. (The Training Measurement Book.)
What we're seeing is a rapid maturing of the market, with several important trends:
- People analytics is moving out of HRIT and becoming a center of expertise in its own. We've advised this for years and now it's happening.
- People analytics teams are realizing that measuring "retention" and "engagement" is not interesting or important enough. More and more are looking at sales performance, unplanned absences, fraud, and other business measures.
- People analytics teams are starting to align with the finance organization, so compensation and headcount data can be aligned with financial data.
- Vendors are finally starting to see traction for their analytics products (Workday, Oracle, SAP, ADP, Ceridian, CornerstoneOnDemand, Visier, and most talent management providers now have out of the box predictive models).
- Companies are now bringing together all their "employee listening" services into one team: engagement, analytics, performance management, and ultimately work-life balance, organizational design, and culture. All these disciplines are shifting from "soft" to "hard" as we apply data to each. One client I talked with is now bringing together performance ratings, exit interviews, engagement surveys, and pulse surveys into an integrated database to assess managerial competence. Not a bad idea eh?
Fig 2: The Employee Listening Architecture
I will be discussing many of the new trends in this area at the May 17, New York City HIQ Elevate event. These include:
- Bringing customer data together with employee data, to close the loop on employee satisfaction. Many studies have shown that highly engaged employees translate into more satisfied customers. Soon People Analytics and CRM/Marketing Analytics will come together.
- Moving beyond "retention modeling" into a broader look at all aspects of people and performance, embedding organizational design, goal alignment, rewards, and business performance into the analytics team.
- Starting to analyze real-time employee data, such as travel, location, expenses, and other information that helps us build a complete "socio-economic" view of people in our organizations, helping us better design teams and the workplace to improve collaboration and employee satisfaction.
It has taken us many years to reach the point where companies have a reasonably consistent, integrated view of data about their people. Over the next decade the world of People Analytics will continue to grow, giving us exciting and powerful new ways to better organize, manage, and lead our businesses.
----
About the Author: Josh Bersin is the founder and Principal of Bersin by Deloitte, Deloitte Consulting LLP, a leading research and advisory firm focused on corporate leadership, talent, learning, and the intersection between work and life. Josh is a published author on Forbes, a LinkedIn Influencer, and has appeared on Bloomberg, NPR, and the Wall Street Journal, and speaks at industry conferences and to corporate HR departments around the world. You can contact Josh on twitter at@josh_bersin and follow him athttps://www.dhirubhai.net/in/bersin . Josh's personal blog is at www.joshbersin.com .
Other Recent Articles by Josh Bersin:
- The Geeks Have Arrived: People Analytics is Here
- Are you an Overwhelmed Employee? What to do about it.
- Putting the Strategic into Strategic HR
- The Alliance: A Manifesto for 21st Century Talent Management
- Interview with Reid Hoffman about Talent in the Networked Age
- Why it's time to Redesign HR
- How to Build The Irresistible Organization
- Learning to Be Yourself
- The Secret to Effective Motivation: Purpose
- The Myth of the Bell Curve
- What's Good for Women is Good for Business
- How to Make Work Fun
- Why we Do Need The HR Department
- Are Performance Appraisals Doomed?
- How I Hire: Trust Your Gut
- The MOOC Market Takes Off
- Employee Retention: The Time is Now
- The Datafication of HR
- Quantified Self: Meet the Quantified Employee
Student at University of San Francisco School of Management
4 年“Digitization of inner processes is now a survival factor.” A quick read for 5 minutes can prove worthwhile, and here is the article, straight on its message – https://kairostech.com/coronavirus-recovery-bytes-from-kairos/
Are you still relying on Excel for Budgeting & Forecasting?
8 年I read Josh Bersin when I can, I recommend him to you. Did you detect too that he is no longer arguing for organisations to invest in an HR suite from a single vendor? Obviously his employer Deloitte needs to sell its services so you will see its careers page replete with jobs for SAP, Oracle and IBM suite vendors https://jobs2.deloitte.com/uk/en/Information-Technology-jobs but that doesn't diminish the balance and wisdom of Bersin's words. If you agree with him that an organisation needs to gather data from all parts of its operation, does that mean choosing best-of-breed, focused systems, and then putting a really good reporting tool across them all?
People Data & Analytics Leader
8 年Hi, Josh. Have you seen the IBM Watson Analytics? What do you think of it?
CEO/Cofounder/Inventor | 3 U.S. Patents | DataScava - Unstructured Data Miner | Domain-Specific Language Processing #DSLP | Weighted Topic Scoring #WTS | TalentBrowser - Automated Skills Analytics/Talent Matching
8 年Excellent article Josh Bersin . John Harney and I look forward to attending the hiQ Elevate 2016 conference to hear the latest innovation in HR People Analytics and Data Science. It's an exciting time!
Social Impact Catalyst | HR & Comms Specialist | Stanford Seed | ESG
8 年thanks for the insights Josh! love the "employee listening services" and predictive retention piece. Correlating employee travel and time spent at work or on devices would also throw up work life balance data and it would be interesting to see its correlation with engagement and performance productivity . can you share some case studies if companies effectively using predictive people analytics?