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Behavioral Design
Sendhil Mullainathan
Harvard
ideas42
ideas
42
___ Enroll in 401(k)
____ Deduction
___ Not to Enroll in 401(k)
____ Change Deduction
Behavioral Mapping
Behavioral Reconnaissance
Problem Bottleneck
Nudges
Inventions
Problem Bottleneck
Nudges
Inventions
Save	
  too	
  Li*le	
  
Defaults	
  
Forget	
  
Procras5nate	
  
Problem Bottleneck
Nudges
Inventions
TANF	
  Recipients	
  
On	
  Welfare	
  to	
  Work	
  Program	
  
Not	
  Searching	
  for	
  work	
  
Employment	
  Provider	
  Level	
  
IL	
  DHS	
  Level	
  
Work	
  First	
  Referral	
  &	
  Program	
  Experience	
  
Client	
  assigned	
  to	
  
Asian	
  Human	
  
Services	
  
Wednesday:	
  Client	
  
orienta5on	
  /	
  in-­‐take	
  
Monday:	
  Client	
  
reports	
  for	
  program	
  
Client	
  applies	
  for	
  
jobs,	
  goes	
  on	
  
interviews,	
  etc.	
  
•  Meets	
  with	
  job	
  
developer	
  
•  Prepares	
  resume	
  
•  Secures	
  
transporta5on,	
  
child	
  care,	
  etc.	
  
•  Searches/applies	
  
for	
  jobs	
  
Meet	
  with	
  job	
  
developer	
  to	
  
receive	
  
subsidized	
  
placement	
  /	
  
work	
  
experience	
  
assignment	
  
Childcare	
  
secured	
  
Develop	
  
individualized	
  
service	
  plan	
  
Client	
  applies	
  for	
  
TANF	
  at	
  the	
  local	
  DHS	
  
Office	
  
Assess	
  TANF	
  
par5cipant	
  /	
  family	
  
Client	
  secures	
  and	
  shows	
  
up	
  for	
  full-­‐5me	
  
employment	
  work	
  
**	
  Not	
  comprehensive	
  process	
  map	
  
Job	
  Developer	
  
assesses	
  client	
  
Subsidized	
  job	
  placement	
  
“earning”	
  their	
  benefits	
  
Sent	
  job	
  lis5ngs	
  
Told	
  to	
  find	
  job	
  
Easy	
  to	
  Place	
  
Hard	
  to	
  Place	
  
Employment	
  Provider	
  Level	
  
IL	
  DHS	
  Level	
  
“Job	
  Ready”	
  
Not	
  “Job	
  Ready”	
  
Work	
  First	
  Referral	
  &	
  Program	
  Experience	
  
Client	
  assigned	
  to	
  
Asian	
  Human	
  
Services	
  
Wednesday:	
  Client	
  
orienta5on	
  /	
  in-­‐take	
  
Monday:	
  Client	
  
reports	
  for	
  program	
  
Client	
  applies	
  for	
  
jobs,	
  goes	
  on	
  
interviews,	
  etc.	
  
•  Meets	
  with	
  job	
  
developer	
  
•  Prepares	
  resume	
  
•  Secures	
  
transporta5on,	
  
child	
  care,	
  etc.	
  
•  Searches/applies	
  
for	
  jobs	
  
Meet	
  with	
  job	
  
developer	
  to	
  
receive	
  
subsidized	
  
placement	
  /	
  
work	
  
experience	
  
assignment	
  
Childcare	
  
secured	
  
Develop	
  
individualized	
  
service	
  plan	
  
Client	
  applies	
  for	
  
TANF	
  at	
  the	
  local	
  DHS	
  
Office	
  
Assess	
  TANF	
  
par5cipant	
  /	
  family	
  
Client	
  secures	
  and	
  shows	
  
up	
  for	
  full-­‐5me	
  
employment	
  work	
  
**	
  Not	
  comprehensive	
  process	
  map	
  
Job	
  Developer	
  
assesses	
  client	
  
Problem Bottleneck
Nudges
Inventions
TANF	
  Recipients	
  
On	
  Welfare	
  to	
  Work	
  Program	
  
Not	
  Searching	
  for	
  work	
  
Iden5ty	
  Threat	
  
Stereotype Threat
(Steele and Aronson, 1995)
Problem Bottleneck
Nudges
Inventions
Proba5on	
  
S5ll	
  a	
  Gateway	
  
To	
  Jail	
  
Pa*erns:	
  Context	
  and	
  Recidivism	
  
17	
  
Source:	
  2008	
  Murder	
  Analysis	
  in	
  Chicago	
  
Problem Bottleneck
Nudges
Inventions
Proba5on	
  
S5ll	
  a	
  Gateway	
  
To	
  Jail	
  
Acute	
  Points	
  of	
  
Tempta5on	
  
Acute	
  Places	
  of	
  
Tempta5on	
  
CLear,	
  IMmediate,	
  &	
  Balanced	
  Proba5on	
  (CLIMB)	
  
19	
  
1.  Targeted – Violent offenders
2.  Observable – GPS Electronic Monitoring
3.  Swift, Certain, Mild – More incentives and tools
Problem Bottleneck
Nudges
Inventions
Proba5on	
  
S5ll	
  a	
  Gateway	
  
To	
  Jail	
  
Acute	
  Points	
  of	
  
Tempta5on	
  
Acute	
  Places	
  of	
  
Tempta5on	
  
CLIMB	
  
Problem Bottleneck
Nudges
Inventions
Low	
  Income	
  Workers	
  
Less	
  Produc5ve	
  
High	
  Turnover	
  
Lack	
  of	
  financial	
  cushion	
  makes	
  this	
  cogni<ve	
  burden	
  a	
  daily	
  reality	
  for	
  low	
  
income	
  consumers,	
  with	
  spillover	
  in	
  the	
  workplace	
  	
  
source:	
  pasukaru76	
  
?
$	
  
The strain of a common scenario . . .	
  
•  An unexpected financial challenge (e.g. a car
problem on the way to work) places strain on a low-
income employee
•  The employee immediately wonders how they are
going to pay to fix the problem, leading to general
concern about their finances.
•  “Do I have enough money in the bank?”
•  “How will I meet all my other commitments if I
have to pay for this now?
•  All the financial strain and problem-solving depletes
employee’s cognitive resources.
.	
  .	
  .	
  leads	
  to	
  underperformance	
  at	
  work.	
  
•  When the employee arrives at work, they are
distracted by their personal finances.
•  They do not have the brainpower to perform at
their best: they are less productive or their service
standards diminish.
•  Risk of absenteeism and turnover increases
23	
  
Background	
  
Problem Bottleneck
Nudges
Inventions
Low	
  Income	
  Workers	
  
Less	
  Produc5ve	
  
High	
  Turnover	
  
Psychic	
  Tax	
  
of	
  Poverty	
  
Provide	
  
customer	
  
service	
  
ideas42	
  is	
  pilo<ng	
  a	
  package	
  of	
  financial	
  services	
  designed	
  to	
  simplify	
  and	
  
stabilize	
  finances	
  for	
  low	
  income	
  employees	
  
Provide	
  emergency	
  buffer	
  
•  Low-­‐cost	
  credit	
  access	
  
•  Emergency	
  savings	
  
Give	
  <mely	
  feedback	
  &	
  
automate	
  messaging	
  
•  Reminders	
  about	
  important	
  
financial	
  deadlines	
  
•  Progress	
  tracking	
  for	
  financial	
  goals	
  
and	
  commitments	
  
Pilot	
  design	
  
25	
  
Create	
  budget	
  
Direct	
  deposit	
  into	
  3	
  
dedicated	
  accounts:	
  
	
  	
  	
  	
  	
  1)	
  Bill	
  payment	
  
	
  	
  	
  	
  	
  2)	
  Discre5onary	
  spending	
  
	
  	
  	
  	
  	
  3)	
  Emergency	
  savings	
  
Set	
  up	
  session	
  
with	
  financial	
  
representa5ve	
  
1	
  
Automate	
  payments	
  
•  Bill	
  payment	
  
•  Emergency	
  savings	
  
Ongoing	
  
interac<on	
  with	
  
employee	
  
2	
  
Problem Bottleneck
Nudges
Inventions
Low	
  Income	
  Workers	
  
Less	
  Produc5ve	
  
High	
  Turnover	
  
Psychic	
  Tax	
  
of	
  Poverty	
  
Financial	
  
Stabilizer	
  

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Decision-Making Under Conditions of Poverty

  • 2. ideas 42 ___ Enroll in 401(k) ____ Deduction ___ Not to Enroll in 401(k) ____ Change Deduction
  • 3.
  • 4.
  • 5.
  • 6.
  • 9. Problem Bottleneck Nudges Inventions Save  too  Li*le   Defaults   Forget   Procras5nate  
  • 10. Problem Bottleneck Nudges Inventions TANF  Recipients   On  Welfare  to  Work  Program   Not  Searching  for  work  
  • 11. Employment  Provider  Level   IL  DHS  Level   Work  First  Referral  &  Program  Experience   Client  assigned  to   Asian  Human   Services   Wednesday:  Client   orienta5on  /  in-­‐take   Monday:  Client   reports  for  program   Client  applies  for   jobs,  goes  on   interviews,  etc.   •  Meets  with  job   developer   •  Prepares  resume   •  Secures   transporta5on,   child  care,  etc.   •  Searches/applies   for  jobs   Meet  with  job   developer  to   receive   subsidized   placement  /   work   experience   assignment   Childcare   secured   Develop   individualized   service  plan   Client  applies  for   TANF  at  the  local  DHS   Office   Assess  TANF   par5cipant  /  family   Client  secures  and  shows   up  for  full-­‐5me   employment  work   **  Not  comprehensive  process  map   Job  Developer   assesses  client   Subsidized  job  placement   “earning”  their  benefits   Sent  job  lis5ngs   Told  to  find  job   Easy  to  Place   Hard  to  Place  
  • 12. Employment  Provider  Level   IL  DHS  Level   “Job  Ready”   Not  “Job  Ready”   Work  First  Referral  &  Program  Experience   Client  assigned  to   Asian  Human   Services   Wednesday:  Client   orienta5on  /  in-­‐take   Monday:  Client   reports  for  program   Client  applies  for   jobs,  goes  on   interviews,  etc.   •  Meets  with  job   developer   •  Prepares  resume   •  Secures   transporta5on,   child  care,  etc.   •  Searches/applies   for  jobs   Meet  with  job   developer  to   receive   subsidized   placement  /   work   experience   assignment   Childcare   secured   Develop   individualized   service  plan   Client  applies  for   TANF  at  the  local  DHS   Office   Assess  TANF   par5cipant  /  family   Client  secures  and  shows   up  for  full-­‐5me   employment  work   **  Not  comprehensive  process  map   Job  Developer   assesses  client  
  • 13. Problem Bottleneck Nudges Inventions TANF  Recipients   On  Welfare  to  Work  Program   Not  Searching  for  work   Iden5ty  Threat  
  • 14.
  • 17. Pa*erns:  Context  and  Recidivism   17   Source:  2008  Murder  Analysis  in  Chicago  
  • 18. Problem Bottleneck Nudges Inventions Proba5on   S5ll  a  Gateway   To  Jail   Acute  Points  of   Tempta5on   Acute  Places  of   Tempta5on  
  • 19. CLear,  IMmediate,  &  Balanced  Proba5on  (CLIMB)   19   1.  Targeted – Violent offenders 2.  Observable – GPS Electronic Monitoring 3.  Swift, Certain, Mild – More incentives and tools
  • 20. Problem Bottleneck Nudges Inventions Proba5on   S5ll  a  Gateway   To  Jail   Acute  Points  of   Tempta5on   Acute  Places  of   Tempta5on   CLIMB  
  • 21. Problem Bottleneck Nudges Inventions Low  Income  Workers   Less  Produc5ve   High  Turnover  
  • 22.
  • 23. Lack  of  financial  cushion  makes  this  cogni<ve  burden  a  daily  reality  for  low   income  consumers,  with  spillover  in  the  workplace     source:  pasukaru76   ? $   The strain of a common scenario . . .   •  An unexpected financial challenge (e.g. a car problem on the way to work) places strain on a low- income employee •  The employee immediately wonders how they are going to pay to fix the problem, leading to general concern about their finances. •  “Do I have enough money in the bank?” •  “How will I meet all my other commitments if I have to pay for this now? •  All the financial strain and problem-solving depletes employee’s cognitive resources. .  .  .  leads  to  underperformance  at  work.   •  When the employee arrives at work, they are distracted by their personal finances. •  They do not have the brainpower to perform at their best: they are less productive or their service standards diminish. •  Risk of absenteeism and turnover increases 23   Background  
  • 24. Problem Bottleneck Nudges Inventions Low  Income  Workers   Less  Produc5ve   High  Turnover   Psychic  Tax   of  Poverty  
  • 25. Provide   customer   service   ideas42  is  pilo<ng  a  package  of  financial  services  designed  to  simplify  and   stabilize  finances  for  low  income  employees   Provide  emergency  buffer   •  Low-­‐cost  credit  access   •  Emergency  savings   Give  <mely  feedback  &   automate  messaging   •  Reminders  about  important   financial  deadlines   •  Progress  tracking  for  financial  goals   and  commitments   Pilot  design   25   Create  budget   Direct  deposit  into  3   dedicated  accounts:            1)  Bill  payment            2)  Discre5onary  spending            3)  Emergency  savings   Set  up  session   with  financial   representa5ve   1   Automate  payments   •  Bill  payment   •  Emergency  savings   Ongoing   interac<on  with   employee   2  
  • 26. Problem Bottleneck Nudges Inventions Low  Income  Workers   Less  Produc5ve   High  Turnover   Psychic  Tax   of  Poverty   Financial   Stabilizer