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Leveraging Behavioral Nudges in
Your HR Function
#WFwebinar
	
   	
  
	
  	
  
Speaker: Sarah Newcomb
Behavioral Economist
Morningstar Inc.
Moderator: Kellye Whitney
Associate Editorial Director
Workforce magazine
Leveraging Behavioral Nudges in
Your HR Function
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Frequently	
  Asked	
  Ques6ons	
  
#WFwebinar
	
   	
  
	
  	
  
Kellye	
  Whitney	
  
Associate	
  Editorial	
  Director	
  
Workforce	
  magazine	
  
Leveraging Behavioral Nudges in
Your HR Function
#WFwebinar
	
   	
  
	
  	
  
Sarah	
  Newcomb 	
   	
  	
  
Behavioral	
  Economist	
  
Morningstar	
  Inc.	
  
Leveraging Behavioral Nudges in
Your HR Function
Leveraging Behavioral Nudges
In Your HR Function
August 20, 2015
Sarah Newcomb, Ph.D.
Behavioral Researcher
HelloWallet, Morningstar
“The most practical strategy for
accumulating several hundred
thousand dollars”
for retirement.
- Opinion Research Corporation for the Consumer
Federation of America and the Financial Planning
Association
More	
  than	
  one	
  in	
  five	
  Americans	
  think	
  that	
  
playing	
  the	
  lo?ery	
  is	
  	
  
Encouraging
Behavior Change
WHERE	
  WE’RE	
  HEADED	
  
1.  Choice	
  Architecture	
  
2.  Nudging	
  for	
  Op6mal	
  Outcomes	
  
	
  
3.  When	
  in	
  Doubt…Test!	
  
	
  
Choice Architecture & Nudges
“A	
  choice	
  architecture	
  represents	
  the	
  
interface	
  –	
  menu,	
  ordering	
  and	
  structure	
  –	
  
of	
  opEons	
  that	
  are	
  available	
  for	
  
individuals.”	
  	
  
-­‐	
  Tepo	
  Felin,	
  Nudge:	
  Manager	
  as	
  Choice	
  Architect,	
  
2014	
  
How do you get people to eat
fewer calories1?
1.	
  Wansink,	
  B.,	
  and	
  van	
  I?ersum,	
  K.	
  2013.	
  
“PorEon	
  Size	
  Me:	
  Plate-­‐Size	
  Induced	
  ConsumpEon	
  Norms	
  and	
  Win-­‐Win	
  SoluEons	
  for	
  Reducing	
  Food	
  Intake	
  and	
  Waste.”	
  
Journal	
  of	
  Experimental	
  Psychology:	
  Applied	
  19	
  (4):	
  320–32.	
  	
  
Boost Organ Donation Rates2?
2.	
  Eric	
  J.	
  Johnson	
  and	
  Daniel	
  Goldstein	
  “Do	
  Defaults	
  Save	
  Lives?”,	
  
Science	
  21	
  November	
  2003:	
  302	
  (5649),	
  1338-­‐1339.	
  
Get a Flu Shot3?
3.	
  Milkman,	
  K.,	
  Beshears,	
  J.,	
  Choi,	
  J.,	
  Laibson,	
  D.,	
  and	
  Madrian,	
  B.,	
  	
  
“Using	
  implementaHon	
  intenHons	
  prompts	
  to	
  enhance	
  influenza	
  vaccinaHon	
  
rates.”	
  PNAS,	
  vol.	
  108	
  no.	
  26,	
  pp.10415-­‐10420	
  
Choice Architecture & Nudges
When	
  are	
  they	
  needed	
  and/or	
  
appropriate?	
  
When	
  natural	
  biases	
  threaten	
  desired	
  outcomes	
  
	
  
•  Hiring	
  
•  Benefits	
  SelecEon	
  
•  Engaging	
  with	
  Online	
  Tools	
  
Nudging Ethics
1) Transparency	
  
2) Autonomy	
  
3) Privacy	
  
4) Fairness	
  
Nudges in Hiring
Know	
  the	
  natural	
  biases	
  that	
  interfere	
  with	
  
opEmal	
  talent	
  acquisiEon	
  
•  Men,	
  or	
  masculine	
  leadership	
  styles	
  
•  A?racEve	
  people	
  Marlowe,	
  C.M.,	
  Schneider,	
  S.L.,	
  &	
  Nelson,	
  C.E.	
  
(1996).	
  Gender	
  and	
  a?racEveness	
  biases	
  in	
  hiring	
  decisions:	
  Are	
  more	
  
experience	
  managers	
  less	
  biased?	
  Journal	
  of	
  Applied	
  Psychology,	
  81.	
  
•  Those	
  who	
  are	
  like	
  ourselves	
  	
  
•  Preference	
  for	
  potenEal	
  over	
  actual	
  
experience.	
  Tormala,	
  Z.L.,	
  Jia,	
  J.S.,	
  &	
  Norton,	
  M.I.	
  (2012).	
  The	
  preference	
  
for	
  potenEal.	
  Journal	
  of	
  Personality	
  and	
  Social	
  Psychology,	
  103,	
  567-­‐583.	
  
Nudges in Hiring
Diversity in Hiring is Threatened
by…
Implicit	
  Biases	
  
•  Managers	
  of	
  BOTH	
  sexes	
  are	
  twice	
  as	
  likely	
  to	
  hire	
  a	
  man	
  than	
  a	
  woman4.	
  
•  And	
  then	
  there’s	
  this	
  graph	
  showing	
  implicit	
  racial	
  bias	
  among	
  whites	
  in	
  the	
  U.S.	
  
4.	
  Reuben,	
  E.,	
  Sapienza,	
  P.,	
  &	
  Zingales,	
  L.	
  (2014).	
  How	
  stereotypes	
  impair	
  women’s	
  careers	
  in	
  science.	
  
Proceedings	
  of	
  the	
  NaHonal	
  Academy	
  of	
  Sciences	
  ,	
  111	
  (12	
  ),	
  4403–4408.	
  	
  
Homophily
Noun:	
  	
  
The	
  tendency	
  of	
  individuals	
  to	
  associate	
  and	
  bond	
  with	
  
similar	
  others.	
  The	
  presence	
  of	
  homophily	
  has	
  been	
  
discovered	
  in	
  a	
  vast	
  array	
  of	
  network	
  studies.	
  
5.	
  Miller	
  McPherson,	
  Lynn	
  Smith-­‐Lovin,	
  and	
  James	
  M	
  Cook,	
  “Birds	
  of	
  a	
  Feather:	
  Homophily	
  in	
  Social	
  
Because	
  informal	
  networks	
  are	
  prone	
  to	
  homophily,	
  
exis6ng	
  paVerns	
  of	
  gender	
  and	
  race	
  bias	
  can	
  be	
  reinforced	
  
by	
  company	
  referral	
  programs.	
  
	
  (Cohen	
  et	
  al.,	
  1998;	
  Fernandez	
  et	
  al.,	
  2000)	
  
Diversity in Hiring
What to Do?
	
  
•  48%	
  of	
  employees	
  are	
  not	
  aware	
  of	
  iniEaEves	
  to	
  
increase	
  diversity	
  within	
  the	
  company	
  they	
  work	
  
for.	
  	
  
(Glassdoor	
  survey,	
  July	
  2014)	
  
	
  
Let	
  employees	
  know	
  that	
  diverse	
  applicants	
  are	
  
encouraged,	
  and	
  be	
  open	
  about	
  the	
  traps	
  of	
  
groupthink	
  that	
  arise	
  from	
  homogenous	
  work	
  
environments.	
  
Make	
  it	
  a	
  known	
  issue	
  in	
  your	
  workplace	
  
Nudging Greater Diversity
•  “Feel	
  the	
  Need”	
  messages.	
  Help	
  people	
  to	
  get	
  past	
  an	
  
intellectual	
  understanding	
  of	
  the	
  need	
  for	
  diversity.	
  Make	
  
it	
  emoEonal.	
  	
  Show	
  them	
  how	
  the	
  difference	
  in	
  added	
  
producEvity	
  that	
  diverse	
  workplaces	
  have	
  will	
  affect	
  the	
  
company’s	
  survival,	
  or	
  their	
  annual	
  bonus.	
  
What	
  are	
  your	
  
company’s	
  HR	
  
Icebergs?	
  
Diversity in Hiring
Knowledge is Power
Inform	
  hiring	
  managers	
  of	
  specific	
  gender	
  and	
  
racial	
  biases	
  and	
  how	
  they	
  can	
  affect	
  the	
  
hiring	
  process.	
  Have	
  them	
  assess	
  their	
  own	
  
implicit	
  biases	
  using	
  Harvard’s	
  Implicit	
  
Antudes	
  Test	
  
	
  
	
  h?ps://implicit.harvard.edu/implicit/takeatest.html	
  
	
  
	
  
	
  
Diversity in Hiring
Become Bias Literate
h?p://uvasearchportal.virginia.edu/?q=bias_literacy	
  
	
  
Nudges in Hiring
•  When	
  relying	
  on	
  informal	
  networks	
  like	
  employee	
  
friends	
  &	
  family	
  members	
  for	
  referrals,	
  homophily	
  
is	
  a	
  threat	
  to	
  diversity.	
  Make	
  sure	
  your	
  company’s	
  
referral	
  incen%ves	
  are	
  weighted	
  by	
  the	
  company’s	
  
objecEve	
  to	
  increase	
  diversity.	
  
Benefits Selection
60%Of households are
accumulating debt
faster than
retirement savings
…most employees simply want
someone to tell them what to
do…based on a deep
understanding of an individual's
needs, preferences, and
behaviors, which results in more
personal guidance.
– Amy Cribbs, Head of Vanguard
Participant Experience
“	
  
We’re	
  facing	
  a	
  crisis	
  of	
  under-­‐contribuEon	
  
and	
  reErement	
  plan	
  leakage	
  
Benefits Selection
Freedom	
  of	
  Choice	
   Expansion	
  of	
  Informa6on	
  
PotenEally	
  lead	
  to	
  increased	
  saEsfacEon…BUT…	
  
Come	
  at	
  the	
  cost	
  of	
  cogniEve	
  load.	
  
Mo’ Choices, Mo’ Problems
•  SelecEon	
  difficulty	
  is	
  one	
  of	
  
the	
  key	
  drivers	
  of	
  DECISION	
  
AVOIDANCE	
  6	
  
6.	
   	
  Anderson,	
  C.	
  J.	
  (2003).	
  The	
  psychology	
  of	
  doing	
  nothing:	
  Forms	
  of	
  decision	
  avoidance	
  result	
  from	
  
reason	
  and	
  emoHon.	
  Psychological	
  BulleHn,	
  129,	
  139–167.	
  
7.	
   	
  Schwartz,	
  B.,	
  Ward,	
  A.,	
  Monterosso,	
  J.,	
  Lyubomirsky,	
  S.,	
  White,	
  K.,	
  &	
  Lehman,	
  D.	
  R.	
  (2002).	
  Maximizing	
  
versus	
  saHsficing:	
  Happiness	
  is	
  a	
  maTer	
  of	
  choice.	
  Journal	
  of	
  Personality	
  and	
  Social	
  Psychology,	
  83,	
  1178–
1197.	
  	
  
•  MaximizaEon	
  moEves	
  7	
  
•  Greater	
  regret	
  
•  More	
  social	
  comparison	
  
•  Greater	
  incidence	
  of	
  
depression	
  
Encouraging Action:
Make it Simple
A	
  simple	
  heart	
  icon	
  was	
  be?er	
  at	
  
improving	
  diet	
  choices	
  than	
  
calorie/fat	
  content	
  info8.	
  
8.	
  Boonme,	
  K.,	
  Hanus,	
  B.,	
  R.	
  Prybutok,	
  V.,	
  A.	
  Peak,	
  D.,	
  &	
  Ryan,	
  C.	
  (2014).	
  Visual	
  informaEon	
  influences	
  
consumer	
  fast-­‐food	
  choices.	
  NutriEon	
  &	
  Food	
  Science,	
  44(4),	
  279–293.	
  	
  
	
  
9.	
  Maureen	
  Morrin,	
  Susan	
  M.	
  Broniarczyk,	
  J.	
  Jeffrey	
  Inman	
  (2012)	
  Plan	
  Format	
  and	
  ParEcipaEon	
  in	
  
401(k)	
  Plans:	
  The	
  ModeraEng	
  Role	
  of	
  Investor	
  Knowledge.	
  Journal	
  of	
  Public	
  Policy	
  &	
  MarkeEng:	
  Fall	
  
Star	
  raEngs	
  reduce	
  perceived	
  
choice	
  difficulty.	
  Offering	
  star	
  
raEngs	
  for	
  funds	
  increased	
  
adopEon	
  and	
  saHsfacHon	
  rates	
  
among	
  employees	
  with	
  low	
  
financial	
  knowledge9.	
  
	
  	
  
Encouraging Action:
But not Too Simple!
Perceived	
  task	
  complexity	
  
drops	
  when	
  the	
  focus	
  is	
  placed	
  
on	
  key	
  a?ributes10.	
  
BUT...Too	
  few	
  opEons	
  can	
  promote	
  the	
  
search	
  for	
  more	
  opEons,	
  triggering	
  the	
  
Maximizing	
  MoEve	
  and	
  the	
  user	
  will	
  
ulEmately	
  be	
  less	
  saEsfied11.	
  
Incomplete	
  informaEon	
  about	
  key	
  
a?ributes	
  increases	
  decision	
  difficulty.	
  
4.	
  Broniarczyk,	
  S.	
  M.,	
  &	
  Griffin,	
  J.	
  G.	
  (2014).	
  Decision	
  Difficulty	
  in	
  the	
  Age	
  of	
  Consumer	
  
	
  Empowerment.	
  Journal	
  of	
  Consumer	
  Psychology,	
  24(4),	
  608–625	
  
Encouraging Action:
Decision Aids Pros & Cons
Adapted	
  from:	
  Broniarczyk,	
  S.	
  M.,	
  &	
  Griffin,	
  J.	
  G.	
  (2014).	
  Decision	
  Difficulty	
  in	
  the	
  Age	
  of	
  Consumer	
  
Empowerment.	
  Journal	
  of	
  Consumer	
  Psychology,	
  24(4),	
  608–625.	
  	
  
Online Portals & Tools
Online Portals & Tools
Online Portals & Tools
Online Portals & Tools
Encouraging Action:
The Tightrope
Brevity	
   Completeness	
  
TESTING	
  
Test to Learn What Works
We’re testing everyday: big theories
SOCIAL PROOF GAIN LOSS AVERSIONCONTROL
Clear Winner!!
We’re	
  TesEng	
  All	
  the	
  Time:	
  Big	
  Theories	
  
Social Comparison
We’re testing everyday: small details
Time of day, day of week
•  Tuesday at 10:30AM
•  Wednesday at 10:30AM, 12:00PM, and 5:30PM
•  Thursday at 10:30AM
•  Sunday at 5:30PM
Clear Winner!!
We’re	
  TesEng	
  All	
  the	
  Time:	
  Small	
  Details	
  
We learned a lot, and increased
conversion by 80%!
Key Findings: What’s Worked
Call to Action
Original: “Start Today”
New: “Get My Account”
Result: 42% Conversion Increase
Time of Day & Subject Line
Original: “[Employer] Associates, Introducing a new
tool from your 401(k) plan!” at 11:00AM EST
New: “[Employer] Associates, Your HelloWallet
Account is Ready!” at 10:30AM EST
Result: 13.7%* Conversion Increase
Ease of Sign Up
Original: Email to Landing Page
New: Email to Sign Up Page
Result: 36% Conversion Increase
Key Findings: We’re Wrong!
Aspirational Template
Base: Original Template Design
Tested: Aspirational template design
Result: 37% Conversion drop for test group
Unique Subject Line & Sender
Base: [Employer] Benefits sender and “Reminder, Your
HelloWallet Account is Ready!” subject
Tested: “Your Financial Future” sender and “Come Find
me On HelloWallet” subject
Result: 66%* Conversion drop for test group
Omit “Free” and Shift to Social Proof
Base: Reminder with “Free” in Header and no social
proof
Tested: Remove “free” and include social proof statement
Result: 36% Conversion drop for test group
TesEng	
  Helped	
  Us	
  increase	
  Conversions	
  	
  
By	
  80%	
  
Resources
45	
  posts	
  on	
  A/B,	
  Mul6variate,	
  	
  
and	
  Usability	
  Tes6ng:	
  	
  
	
  
h?p://Enyurl.com/pa259rx	
  
	
  
h?p://www.amazon.com/Designing-­‐Behavior-­‐Change-­‐
Psychology-­‐Behavioral/dp/1449367623	
  
h?ps://whichtestwon.com/	
  
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Leveraging Behavioral Nudges in HR

  • 1. #WFwebinar The presentation will begin at the top of the hour. A dial in number will not be provided. Listen to today’s webinar using your computer’s speakers or headphones. Leveraging Behavioral Nudges in Your HR Function
  • 2. #WFwebinar         Speaker: Sarah Newcomb Behavioral Economist Morningstar Inc. Moderator: Kellye Whitney Associate Editorial Director Workforce magazine Leveraging Behavioral Nudges in Your HR Function
  • 3. #WFwebinar         Tools You Can Use Audio Control –  A dial in number will not be provided. –  Adjust the volume by sliding the indicator in the Media Player box to the left. –  Also check your computer’s volume for external speakers or headsets.
  • 4. #WFwebinar Tools  You  Can  Use   Speaker Bios Resources Media Player Q&A Slides Twitter Help Post Event EvaluationShare This Group Chat HRCI WF Webinars
  • 5. #WFwebinar         Tools You Can Use Q&A and Live Group Chat –  Enter your first name and initial and join the live discussion with other webinar attendees –  Enter technical or content- related questions into the Q&A box –  Type your question in the space at the bottom. –  Click “Submit.” Q&A Group Chat
  • 6. #WFwebinar         Tools You Can Use Twitter -  Click “Post” in the Twitter widget. #WFwebinar @WorkforceNews
  • 7. #WFwebinar         1. May I receive a copy of the slides? YES! Click on the resource list located on the top left portion of your screen. 2. May I review the webinar recording at a later date? YES! You may log in again using today’s link to review the presentation on-demand. 3. Is this webinar HRCI certified? YES! The HRCI certification code will appear in the box to the right of the slides after the required watch-time has elapsed. Frequently  Asked  Ques6ons  
  • 8. #WFwebinar         Kellye  Whitney   Associate  Editorial  Director   Workforce  magazine   Leveraging Behavioral Nudges in Your HR Function
  • 9. #WFwebinar         Sarah  Newcomb       Behavioral  Economist   Morningstar  Inc.   Leveraging Behavioral Nudges in Your HR Function
  • 10. Leveraging Behavioral Nudges In Your HR Function August 20, 2015 Sarah Newcomb, Ph.D. Behavioral Researcher HelloWallet, Morningstar
  • 11. “The most practical strategy for accumulating several hundred thousand dollars” for retirement. - Opinion Research Corporation for the Consumer Federation of America and the Financial Planning Association More  than  one  in  five  Americans  think  that   playing  the  lo?ery  is    
  • 12. Encouraging Behavior Change WHERE  WE’RE  HEADED   1.  Choice  Architecture   2.  Nudging  for  Op6mal  Outcomes     3.  When  in  Doubt…Test!    
  • 13. Choice Architecture & Nudges “A  choice  architecture  represents  the   interface  –  menu,  ordering  and  structure  –   of  opEons  that  are  available  for   individuals.”     -­‐  Tepo  Felin,  Nudge:  Manager  as  Choice  Architect,   2014  
  • 14. How do you get people to eat fewer calories1? 1.  Wansink,  B.,  and  van  I?ersum,  K.  2013.   “PorEon  Size  Me:  Plate-­‐Size  Induced  ConsumpEon  Norms  and  Win-­‐Win  SoluEons  for  Reducing  Food  Intake  and  Waste.”   Journal  of  Experimental  Psychology:  Applied  19  (4):  320–32.    
  • 15. Boost Organ Donation Rates2? 2.  Eric  J.  Johnson  and  Daniel  Goldstein  “Do  Defaults  Save  Lives?”,   Science  21  November  2003:  302  (5649),  1338-­‐1339.  
  • 16. Get a Flu Shot3? 3.  Milkman,  K.,  Beshears,  J.,  Choi,  J.,  Laibson,  D.,  and  Madrian,  B.,     “Using  implementaHon  intenHons  prompts  to  enhance  influenza  vaccinaHon   rates.”  PNAS,  vol.  108  no.  26,  pp.10415-­‐10420  
  • 17. Choice Architecture & Nudges When  are  they  needed  and/or   appropriate?   When  natural  biases  threaten  desired  outcomes     •  Hiring   •  Benefits  SelecEon   •  Engaging  with  Online  Tools  
  • 18. Nudging Ethics 1) Transparency   2) Autonomy   3) Privacy   4) Fairness  
  • 19. Nudges in Hiring Know  the  natural  biases  that  interfere  with   opEmal  talent  acquisiEon   •  Men,  or  masculine  leadership  styles   •  A?racEve  people  Marlowe,  C.M.,  Schneider,  S.L.,  &  Nelson,  C.E.   (1996).  Gender  and  a?racEveness  biases  in  hiring  decisions:  Are  more   experience  managers  less  biased?  Journal  of  Applied  Psychology,  81.   •  Those  who  are  like  ourselves     •  Preference  for  potenEal  over  actual   experience.  Tormala,  Z.L.,  Jia,  J.S.,  &  Norton,  M.I.  (2012).  The  preference   for  potenEal.  Journal  of  Personality  and  Social  Psychology,  103,  567-­‐583.  
  • 21. Diversity in Hiring is Threatened by… Implicit  Biases   •  Managers  of  BOTH  sexes  are  twice  as  likely  to  hire  a  man  than  a  woman4.   •  And  then  there’s  this  graph  showing  implicit  racial  bias  among  whites  in  the  U.S.   4.  Reuben,  E.,  Sapienza,  P.,  &  Zingales,  L.  (2014).  How  stereotypes  impair  women’s  careers  in  science.   Proceedings  of  the  NaHonal  Academy  of  Sciences  ,  111  (12  ),  4403–4408.    
  • 22. Homophily Noun:     The  tendency  of  individuals  to  associate  and  bond  with   similar  others.  The  presence  of  homophily  has  been   discovered  in  a  vast  array  of  network  studies.   5.  Miller  McPherson,  Lynn  Smith-­‐Lovin,  and  James  M  Cook,  “Birds  of  a  Feather:  Homophily  in  Social   Because  informal  networks  are  prone  to  homophily,   exis6ng  paVerns  of  gender  and  race  bias  can  be  reinforced   by  company  referral  programs.    (Cohen  et  al.,  1998;  Fernandez  et  al.,  2000)  
  • 23. Diversity in Hiring What to Do?   •  48%  of  employees  are  not  aware  of  iniEaEves  to   increase  diversity  within  the  company  they  work   for.     (Glassdoor  survey,  July  2014)     Let  employees  know  that  diverse  applicants  are   encouraged,  and  be  open  about  the  traps  of   groupthink  that  arise  from  homogenous  work   environments.   Make  it  a  known  issue  in  your  workplace  
  • 24. Nudging Greater Diversity •  “Feel  the  Need”  messages.  Help  people  to  get  past  an   intellectual  understanding  of  the  need  for  diversity.  Make   it  emoEonal.    Show  them  how  the  difference  in  added   producEvity  that  diverse  workplaces  have  will  affect  the   company’s  survival,  or  their  annual  bonus.   What  are  your   company’s  HR   Icebergs?  
  • 25. Diversity in Hiring Knowledge is Power Inform  hiring  managers  of  specific  gender  and   racial  biases  and  how  they  can  affect  the   hiring  process.  Have  them  assess  their  own   implicit  biases  using  Harvard’s  Implicit   Antudes  Test      h?ps://implicit.harvard.edu/implicit/takeatest.html        
  • 26. Diversity in Hiring Become Bias Literate h?p://uvasearchportal.virginia.edu/?q=bias_literacy    
  • 27. Nudges in Hiring •  When  relying  on  informal  networks  like  employee   friends  &  family  members  for  referrals,  homophily   is  a  threat  to  diversity.  Make  sure  your  company’s   referral  incen%ves  are  weighted  by  the  company’s   objecEve  to  increase  diversity.  
  • 28. Benefits Selection 60%Of households are accumulating debt faster than retirement savings …most employees simply want someone to tell them what to do…based on a deep understanding of an individual's needs, preferences, and behaviors, which results in more personal guidance. – Amy Cribbs, Head of Vanguard Participant Experience “   We’re  facing  a  crisis  of  under-­‐contribuEon   and  reErement  plan  leakage  
  • 29. Benefits Selection Freedom  of  Choice   Expansion  of  Informa6on   PotenEally  lead  to  increased  saEsfacEon…BUT…   Come  at  the  cost  of  cogniEve  load.  
  • 30. Mo’ Choices, Mo’ Problems •  SelecEon  difficulty  is  one  of   the  key  drivers  of  DECISION   AVOIDANCE  6   6.    Anderson,  C.  J.  (2003).  The  psychology  of  doing  nothing:  Forms  of  decision  avoidance  result  from   reason  and  emoHon.  Psychological  BulleHn,  129,  139–167.   7.    Schwartz,  B.,  Ward,  A.,  Monterosso,  J.,  Lyubomirsky,  S.,  White,  K.,  &  Lehman,  D.  R.  (2002).  Maximizing   versus  saHsficing:  Happiness  is  a  maTer  of  choice.  Journal  of  Personality  and  Social  Psychology,  83,  1178– 1197.     •  MaximizaEon  moEves  7   •  Greater  regret   •  More  social  comparison   •  Greater  incidence  of   depression  
  • 31. Encouraging Action: Make it Simple A  simple  heart  icon  was  be?er  at   improving  diet  choices  than   calorie/fat  content  info8.   8.  Boonme,  K.,  Hanus,  B.,  R.  Prybutok,  V.,  A.  Peak,  D.,  &  Ryan,  C.  (2014).  Visual  informaEon  influences   consumer  fast-­‐food  choices.  NutriEon  &  Food  Science,  44(4),  279–293.       9.  Maureen  Morrin,  Susan  M.  Broniarczyk,  J.  Jeffrey  Inman  (2012)  Plan  Format  and  ParEcipaEon  in   401(k)  Plans:  The  ModeraEng  Role  of  Investor  Knowledge.  Journal  of  Public  Policy  &  MarkeEng:  Fall   Star  raEngs  reduce  perceived   choice  difficulty.  Offering  star   raEngs  for  funds  increased   adopEon  and  saHsfacHon  rates   among  employees  with  low   financial  knowledge9.      
  • 32. Encouraging Action: But not Too Simple! Perceived  task  complexity   drops  when  the  focus  is  placed   on  key  a?ributes10.   BUT...Too  few  opEons  can  promote  the   search  for  more  opEons,  triggering  the   Maximizing  MoEve  and  the  user  will   ulEmately  be  less  saEsfied11.   Incomplete  informaEon  about  key   a?ributes  increases  decision  difficulty.   4.  Broniarczyk,  S.  M.,  &  Griffin,  J.  G.  (2014).  Decision  Difficulty  in  the  Age  of  Consumer    Empowerment.  Journal  of  Consumer  Psychology,  24(4),  608–625  
  • 33. Encouraging Action: Decision Aids Pros & Cons Adapted  from:  Broniarczyk,  S.  M.,  &  Griffin,  J.  G.  (2014).  Decision  Difficulty  in  the  Age  of  Consumer   Empowerment.  Journal  of  Consumer  Psychology,  24(4),  608–625.    
  • 38. Encouraging Action: The Tightrope Brevity   Completeness   TESTING  
  • 39. Test to Learn What Works
  • 40. We’re testing everyday: big theories SOCIAL PROOF GAIN LOSS AVERSIONCONTROL Clear Winner!! We’re  TesEng  All  the  Time:  Big  Theories  
  • 42. We’re testing everyday: small details Time of day, day of week •  Tuesday at 10:30AM •  Wednesday at 10:30AM, 12:00PM, and 5:30PM •  Thursday at 10:30AM •  Sunday at 5:30PM Clear Winner!! We’re  TesEng  All  the  Time:  Small  Details  
  • 43. We learned a lot, and increased conversion by 80%! Key Findings: What’s Worked Call to Action Original: “Start Today” New: “Get My Account” Result: 42% Conversion Increase Time of Day & Subject Line Original: “[Employer] Associates, Introducing a new tool from your 401(k) plan!” at 11:00AM EST New: “[Employer] Associates, Your HelloWallet Account is Ready!” at 10:30AM EST Result: 13.7%* Conversion Increase Ease of Sign Up Original: Email to Landing Page New: Email to Sign Up Page Result: 36% Conversion Increase Key Findings: We’re Wrong! Aspirational Template Base: Original Template Design Tested: Aspirational template design Result: 37% Conversion drop for test group Unique Subject Line & Sender Base: [Employer] Benefits sender and “Reminder, Your HelloWallet Account is Ready!” subject Tested: “Your Financial Future” sender and “Come Find me On HelloWallet” subject Result: 66%* Conversion drop for test group Omit “Free” and Shift to Social Proof Base: Reminder with “Free” in Header and no social proof Tested: Remove “free” and include social proof statement Result: 36% Conversion drop for test group TesEng  Helped  Us  increase  Conversions     By  80%  
  • 44. Resources 45  posts  on  A/B,  Mul6variate,     and  Usability  Tes6ng:       h?p://Enyurl.com/pa259rx     h?p://www.amazon.com/Designing-­‐Behavior-­‐Change-­‐ Psychology-­‐Behavioral/dp/1449367623   h?ps://whichtestwon.com/  
  • 45.
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