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Rethinking Personal Finance
Duncan Gilchrist, PhD
If you check the market once a year, what fraction of the time
would it be down relative to when you last checked?
Reality (by time interval):
If you invested $1 in 1870, what would that be worth today?
Cyclical Behavior
Top Mistakes
1. Bad behavior (e.g., performance chasing)
○ DALBAR: Cost of market timing ~ 5% / yr
2. Bad investments (e.g., high fees)
○ White House: Cost of conflicted advice ~ 1% / yr
$100k growing at 6% for 30 years → $600k
$100k growing at 0% for 30 years → $100k
________
$500k
Diversified portfolio grows at about 6% / yr
Tragic Consequences
Fix Behavior
Problem
Fix Fee
Problem
(Great) Human
financial advisors
Investing on own
(Vanguard, Robinhood, …)
Fix
Both
Bio
Duncan Gilchrist
AB Applied Math, PhD Business Economics @ Harvard
Half a dozen journal publications
● Why do people go to bad movies?
● How can we improve organ donation?
● How should we pay people?
Present:
Data Scientist & Research Lead, Experience @ Wealthfront
Two Questions
1. How to optimize? Figuring out which option to pursue.
2. How to execute? Actually pursuing that (or any) option.
Need a model & data. Difficult to optimize when:
1. Little information is available
2. Activity is done infrequently, so limited feedback
3. Activity takes a long time to complete and/or feedback
that is received is lagged
4. Significant uncertainty or high volatility in outcomes
Optimization = Cognitive + Behavioral Challenge
Execution = Optimization at Micro-scale.
Need to prioritize & be motivated. Difficult to execute when:
1. Activity is optional
2. Activity must be repeated frequently
3. Activity results are difficult to measure
4. Activity doesn’t yield immediate gratification
Optimization is Straightforward
Execution is
Straightforward
Yes No
Yes
No
Seeking medical attention Career decisions
Financial planningEating well;
Getting in shape
Wealthfront Mission:
Everyone deserves sophisticated financial advice
Wealthfront Approach
automated advice
low cost
everyone
human advisor
high fees
wealthy clients
Make It Easy to Invest the Right Way
Financial Advice @ Wealthfront
Every $1 invested with Wealthfront is invested well.
But…
1. What about behavior at Wealthfront?
2. What about money invested elsewhere?
3. What about other financial decisions?
Good Decisions On AND Off Our Platform
Tension Between Automation & Education
Clients come to us because we do the right thing
But automation alone is insufficient:
Have to understand why something is right
(Even Subtle) Design Teaches Where to Look
Automated Nudges
Stop Focusing on the Past
Invest for the Future
Link an external investment account. We provide personalized,
actionable recommendations on:
1. Fees
2. Diversification
3. Cash drag
4. Tax efficiency
Investments Elsewhere: Portfolio Review
Q + A
Get $15k managed for free! wlth.fr/1qVFTfW
Design for Action 2016, October 25-26th in Chicago
Early bird pricing ends this Friday!
Register at www.action-design.org and use code ADN_SF for 15% off

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Rethinking Personal Finance - Action Design SF

  • 2. If you check the market once a year, what fraction of the time would it be down relative to when you last checked? Reality (by time interval):
  • 3. If you invested $1 in 1870, what would that be worth today?
  • 5. Top Mistakes 1. Bad behavior (e.g., performance chasing) ○ DALBAR: Cost of market timing ~ 5% / yr 2. Bad investments (e.g., high fees) ○ White House: Cost of conflicted advice ~ 1% / yr
  • 6. $100k growing at 6% for 30 years → $600k $100k growing at 0% for 30 years → $100k ________ $500k Diversified portfolio grows at about 6% / yr Tragic Consequences
  • 7. Fix Behavior Problem Fix Fee Problem (Great) Human financial advisors Investing on own (Vanguard, Robinhood, …) Fix Both
  • 8. Bio
  • 9. Duncan Gilchrist AB Applied Math, PhD Business Economics @ Harvard Half a dozen journal publications ● Why do people go to bad movies? ● How can we improve organ donation? ● How should we pay people? Present: Data Scientist & Research Lead, Experience @ Wealthfront
  • 10. Two Questions 1. How to optimize? Figuring out which option to pursue. 2. How to execute? Actually pursuing that (or any) option.
  • 11. Need a model & data. Difficult to optimize when: 1. Little information is available 2. Activity is done infrequently, so limited feedback 3. Activity takes a long time to complete and/or feedback that is received is lagged 4. Significant uncertainty or high volatility in outcomes Optimization = Cognitive + Behavioral Challenge
  • 12. Execution = Optimization at Micro-scale. Need to prioritize & be motivated. Difficult to execute when: 1. Activity is optional 2. Activity must be repeated frequently 3. Activity results are difficult to measure 4. Activity doesn’t yield immediate gratification
  • 13. Optimization is Straightforward Execution is Straightforward Yes No Yes No Seeking medical attention Career decisions Financial planningEating well; Getting in shape
  • 14. Wealthfront Mission: Everyone deserves sophisticated financial advice
  • 15. Wealthfront Approach automated advice low cost everyone human advisor high fees wealthy clients
  • 16. Make It Easy to Invest the Right Way
  • 17. Financial Advice @ Wealthfront
  • 18. Every $1 invested with Wealthfront is invested well. But… 1. What about behavior at Wealthfront? 2. What about money invested elsewhere? 3. What about other financial decisions? Good Decisions On AND Off Our Platform
  • 19. Tension Between Automation & Education Clients come to us because we do the right thing But automation alone is insufficient: Have to understand why something is right
  • 20. (Even Subtle) Design Teaches Where to Look
  • 22. Stop Focusing on the Past
  • 23. Invest for the Future
  • 24. Link an external investment account. We provide personalized, actionable recommendations on: 1. Fees 2. Diversification 3. Cash drag 4. Tax efficiency Investments Elsewhere: Portfolio Review
  • 25. Q + A Get $15k managed for free! wlth.fr/1qVFTfW Design for Action 2016, October 25-26th in Chicago Early bird pricing ends this Friday! Register at www.action-design.org and use code ADN_SF for 15% off