From PMAT HR Day 2019, Bangkok Thailand by Tareef Jafferi
Key Takeaways:
1. Key moments in your Employee Experience
2. Getting started with People Analytics
3. Learnings from 4 Case Studies
4. Quick Wins
5. Can Happily.ai help you?
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How to use People Analytics to Shape Employee Experience
1. How to use People Analy0cs to shape your
Employee Experience
PMAT HR Day 2019
Happily.ai MIT Ex-Googler
Tareef Jafferi
www.happily.ai
2. PMAT HR Day 2019 Tareef Jafferi
People Leaders & HR
The world is changing quickly
and our workplaces need to
adapt to survive
Economy × People × Technology
www.happily.ai
3. PMAT HR Day 2019 Tareef Jafferi
Economy × People × Technology
Largest Global Companies
1
2
3
4
5
6
7
8
9
10
PetroChina
Exxon
General Electric
China Mobile
ICBC (China)
Gazprom (Russia)
MicrosoY
Royal Dutch Shell
Sinopec (China)
AT&T
$728 bn
$492 bn
$358 bn
$344 bn
$336 bn
$332 bn
$313 bn
$266 bn
$257 bn
$238 bn
2008
1
2
3
4
5
6
7
8
9
10
MicrosoY
Amazon
Apple
Alphabet
Facebook
Berkshire Hathaway
Alibaba (China)
Tencent (China)
Visa
Johnson & Johnson
$1,050 bn
$943 bn
$920 bn
$778 bn
$546 bn
$507 bn
$435 bn
$431 bn
$379 bn
$376 bn
2019
4. PMAT HR Day 2019 Tareef Jafferi
Economy × People × Technology
The Rise of Knowledge Workers
knowledge worker
an occupa(on characterized by
non-rou(ne cogni(ve work
5. PMAT HR Day 2019 Tareef Jafferi
Economy × People × Technology
Mind the GeneraAon Gap
Genera0on Z
27%Millennials
35%Gen X
38%Baby Boomers
6%
35%
35%
24%
20202010
Pew Research Center 2018
6. PMAT HR Day 2019 Tareef Jafferi
Economy × People × Technology
The “DisrupAon” of Technology
Why More Technology Does Not Equal More Produc?vity by Darius Foroux
Technology Use
Produc0vity
Point of Diminishing Returns
7. PMAT HR Day 2019 Tareef Jafferi
Economy × People × Technology
The “DisrupAon” of Technology
From Hyperfocus by Chris Bailey
And it takes us 23 minutes
to resume focus aYer a
distrac0on
40 s
we’re distracted every
🤯
8. PMAT HR Day 2019 Tareef Jafferi
SYSTEM MEASUREMENT
Economy × People × Technology
Are our systems capable of adapAng to these changes?
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9. PMAT HR Day 2019 Tareef Jafferi
GaugeCar
SYSTEM MEASUREMENT
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10. PMAT HR Day 2019 Tareef Jafferi
People AnalyAcsEmployee Experience
SYSTEM MEASUREMENT
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11. PMAT HR Day 2019 Tareef Jafferi
Key Takeaways
1 Key moments in your Employee Experience
2 Geeng started with People Analy0cs
3 Learnings from 4 Case Studies
4 Quick wins
5 Can Happily.ai help you?
www.happily.ai
15. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
1 How we should think about EX
2 Applied Design Thinking
3 Iden0fying key touch points
20 min
Break
16. PMAT HR Day 2019 Tareef Jafferi
CX as a Model of EX
Customer Experience
EX People Analy0cs Case Studies Quick Wins Happily.ai
What does Customer Experience look like?
17. PMAT HR Day 2019 Tareef Jafferi
CX as a Model of EX
Customer Experience (CX)
EX People Analy0cs Case Studies Quick Wins Happily.ai
OBJECTIVE Create happy returning customers
CUSTOMER
PERSONA
First-0me Fred
Returning Ricky
Loyal Lily
PAIN POINTS
Lengthy checkout
Low product knowledge
GLOBAL SPEND $508 Billion
TIME 40 hours a year
VALUE $400
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18. PMAT HR Day 2019 Tareef Jafferi
CX as a Model of EX
Employee Experience (EX)
EX People Analy0cs Case Studies Quick Wins Happily.ai
OBJECTIVE Create happy and produc0ve employees
CUSTOMER
PERSONA
First-0me Felix
Manager Mike
Leader Lisa
PAIN POINTS
Onboarding
Feedback
Manager
GLOBAL SPEND $720 Million
TIME 2,080 hours a year
VALUE $30,000
700X less spend
52X more hours
75X more value
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19. Mapping out the User Journey
Day 1 Year 1 Year 4
Bad on-boarding experience
Team problems
Made a friend
Company Party & Bonus
Got posi0ve feedback
Bad Performance
Review
New manager makes goals clear
Re-org mismanaged Assigned to new role with
unclear growth opportuni0es
PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Interview First Day Onboarding Re-org Promo0on ReferralManager
Interac0ons
TeamworkFeedback Perf.
Review
Training
20. Mapping out the User Journey
PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
One-0me Phase Recurring
Interview First Day Onboarding Re-org Promo0on ReferralManager
Interac0ons
TeamworkFeedback Perf.
Review
Training
First Day Onboarding Manager Interac0ons
21. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
1 What is People Analy0cs?
2 Four Key Case Studies
3 Connec0ng our Findings with EX
30 min
Break
22. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
People Analy0cs is a way to use data to
understand the workforce and the way it behaves
as it does, enabling companies to make
be0er people decisions
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23. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
1 Define a question
2 Form a hypothesis
3 Perform an experiment
4 Analyze & interpret results
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24. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
1 Define a question
2 Form a hypothesis
3 Perform an experiment
4 Analyze & interpret results
What are the main reasons why
we’re experiencing an increase in
voluntary turnover in our
organiza0on?
CHALLENGE
Are you asking the right question? What are you
really trying to understand?
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25. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
1 Define a question
2 Form a hypothesis
3 Perform an experiment
4 Analyze & interpret results
Employees are exi0ng the company
because of the compe00ve job
market
This is a null hypothesis. We’re looking to disprove
this statement.
QUICK NOTE
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26. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
1 Define a question
2 Form a hypothesis
3 Perform an experiment
4 Analyze & interpret results
Collect exis0ng or new data on turnover
events
1. Time of year
2. Role
3. Company Tenure
4. …
Data accuracy and completeness. Are your
employees willing to answer a weekly survey?
CHALLENGE
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27. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
4 Analyze & interpret results
1 2 3 4
0%
15%
30%
5 6 7 8 9 10+
Turnover over Tenure in Years
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28. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
1 Define a question
2 Form a hypothesis
3 Perform an experiment
4 Analyze & interpret results
Our data shows that turnover is
significantly higher before Year 1 and at
Year 4
Further studying tells us that we need
berer onboarding prac0ces and
career mobility
This is a time consuming process. By the time you
analyze and interpret your results, your employees
have already left
CHALLENGES
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29. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Case Study 1: Project Oxygen
How important are managers?
People Analy0cs
People Ops
30. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
The Hypothesis Managers do not ma-er. The
quality of the manager does not
impact a team’s performance
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31. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
The Hypothesis
Managers do not ma-er. The
quality of the manager does not
impact a team’s performance
The Experiment
Manager quality was measured by
1 Manager performance raBngs
2 Annual employee survey
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32. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
The Results Team with great managers were
happier and more producBve
Found 10 common behaviors across
high-scoring managers
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33. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
34. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
35. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Create guidebooks and training
programs for new managers
ACTION
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36. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Case Study 2
How can we measure the impact of managers?
Dawn Klinghoffer
Head of People Analy(cs
37. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Studied behavioral differences between borom, mid-range, and top
managers and how they effect engagement
METHOD
Borom 25% Mid-range Top 25%
+ Behavior
+ Engagement
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38. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Top managers lead by example when it comes to their working hours.
People who have managers who work long hours will not only work longer hours but
will be happier to do so as well
FINDING 1
Borom 25% Mid-range Top 25%
+ 19% more hours
+ 9% more engaged
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39. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Effec0ve managers maintain large internal networks. People who work for
managers with smaller networks than their own have lower engagement
FINDING 2
Borom 25% Mid-range Top 25%
+ 85% larger network
+ 7% more engaged
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40. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
One-on-one 0me with manager is correlated with
employee percep0on of apprecia0on
FINDING 3
Borom 25% Mid-range Top 25%
+ improved performance
from feedback
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41. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Manager snack emails
ACTION
Network Building
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42. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Case Study 3: The Power of Nudges
How can we change the behavior of a manager and their teams?
Stefanie Tignor
Lead People Scien(st
43. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
May June
Manager Manager
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44. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
www.happily.ai
🌟 Let’s interact
45. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
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🌟 Let’s interact
46. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
May June
Manager Manager
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May is more likely to be disengaged and exit the company. Unlike
June, she doesn’t have a support network around her that
understands what she is going through.
47. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Employees carry negaBve “baggage”
with them to new managers from
previous distrust and bad pracBces
June
Manager
NEW
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48. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Manager
TEAM INSIGHTS
Personalized Reports
have a 20% more chance
of being shared
PERSONALIZE
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49. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Manager
TEAM INSIGHTS
Managers who get nudges
are 2.5x more likely to
have discussions with
their teams
NUDGE 👉
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50. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Manager
TEAM INSIGHTS
Manager is seen as 64% more
commired to change
Company is seen as 27% more
commired to change
POWER OF CONVERSATION 💬
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51. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Manager May Manager May Manager May
😔 😁😕
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52. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Manager May ??%
Tipping Point
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53. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Manager May 27%
Tipping Point
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54. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Nudge managers and employees
towards small behavioral changes
ACTION
👉
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55. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Case Study 4: Spark a berer Mindset
How can we help managers and their teams work together beBer?
56. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
People are happy at work when they have great managers
HYPOTHESIS
57. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
In general, people who have great managers are happier 👍
FINDING 1
Great ManagerPoor Manager
Happy
Unhappy
58. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
But there are some that have great managers but are unhappy at work
FINDING 2
Great ManagerPoor Manager
Happy
Unhappy
59. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
For this group of employees, stress levels had the highest impact on happiness
FINDING 3
No StressHigh Stress
Happy
Unhappy
60. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Bite-sized learning to help people
through their specific daily challenges
HAPPILY SPARKS™
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61. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Bite-sized learning to help people
through their specific daily challenges
HAPPILY SPARKS™
Reduced unhappiness by
+50%
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62. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
People analy0cs can be used to berer understand drive
ac0on to solve problems
APPLY OUR KEY LEARNINGS TO EX
Managers play a cri0cal role in employee engagement👉
Create materials and nudges to guide managers towards
behavioral change
👉
Design knowing that most people will not take ac0on👉
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63. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
1 Quick Wins
2 What we do at Happily.ai
3 Conclusion
10 min
Q & A
64. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Focus on LOW EFFORT & HIGH IMPACT first
QUICK WINS
HIGH EFFORTLOW EFFORT
HIGH IMPACT
LOW IMPACT
Community Building
Manager Insights
Guidebook
Snack Emails
Berer Onboarding
1:1 Mee0ngs
Peer Feedback
Employee Survey
Pulse Survey
Chatroom
Buddy Pairings
Company Ou0ng
Recogni0on
Personalized Nudges
Rewards
Training
Predic0ve Analy0cs
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65. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
Focus on LOW EFFORT & HIGH IMPACT first
QUICK WINS
HIGH EFFORTLOW EFFORT
HIGH IMPACT
LOW IMPACT
Manager Insights
Guidebook
Snack Emails
Berer Onboarding
1:1 Mee0ngs
Peer Feedback
Employee Survey
Pulse Survey
Chatroom
Buddy Pairings
Company Ou0ng
Recogni0on
Personalized Nudges
Rewards
Training
Community Building
Predic0ve Analy0cs
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67. PMAT HR Day 2019 Tareef JafferiEX People Analy0cs Case Studies Quick Wins Happily.ai
We make workplaces happier and more produc0ve with People Analy0cs
WHAT WE DO
Increase employee reten0on,
reducing cost of turnover by over 40%
💖
Create a culture of feedback & recogni0on
at a +92% adop0on rate
💬
Improved effec0veness of people management.
Insights read by +80% of managers
💡
And much more!😀
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