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Experimental tests of
comprehension and
perception of pensions
DATE
29 May 2019
VENUE
Pensions and retirement
Conference, ESRI
AUTHORS
Pete Lunn
Feidhlim McGowan
Deirdre Robertson
@ESRIDublin #ESRIevents #ESRIpublications www.esri.ie
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Two studies
1) Pensions Benefit
Statement (PBS)
design
2) Understanding
money growth
5/29/20192
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
1) PBS Study: Context
• New EU Directive on
Pension Benefit Statement
(PBS)
• Key provision: “Institutions
should provide clear and
adequate information to
members… to support their
decision-making about their
retirement” [emphasis
added]
5/29/20193
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Experiment
• Evidence from educational psychology suggests
graphics can aid comprehension and decision making
• Representative sample of 176 consumers
• 2 x 2 x 2 orthogonal design
– Graphical v tabular display of contributions
– Graphical v tabular income projections
– Written v tabular information on costs
• Range of salaries, standard and higher tax rate
• Scenario: “Imagine you are at a friend’s house, and
your friend asks you to look at a letter they received…”
5/29/20194
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Contributions Manipulation
5/29/20195
v
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Money Growth Manipulation
5/29/20196
v
If You Pay: If You Pay: You Now Pay:
Monthly Contribution €246 €184 €123
Your savings at retirement €386,027 €318,787 €251,546
Monthly pension €1,239 €1,023 €807
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Costs Manipulation
5/29/20197
v
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Experimental Procedure
Instructed to read PBS for
4 minutes
PBS placed back in
envelope, Lottery
incentive explained
Stage 1: Answer 8
incentivised recall
questions onscreen
Stage 2: PBS taken back
out for 8 incentivised
comprehension questions
Stage 3: Answer advice
question and provide
reasoning
Stage 4: Answer
demographic, pension
questions
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Correct Responses
5/29/20199
0
5
10
15
20
25
30
35
40
45
1 2 3 4 5 6 7 8
Participants
Correct
Recall
0
5
10
15
20
25
30
35
40
45
0 1 2 3 4 5 6 7
Correct
Comprehension
NB. Answers to contributions questions essentially at chance levels
TAX RELIEF IS INCOMPREHENSIBLE !
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications
RECALL Reject Null? P Value if Reject
Contributions – largest? No N/A
Contributions – total? Yes 0.025
Savings – THP now? No N/A
Savings – increase? No N/A
Costs – total? No N/A
Costs – return? No N/A
5/29/201910
Performance by PBS Format
COMPREHENSION Reject Null? P Value if Reject Null
Contributions – THP > total increase? No N/A
Contributions – Salary > total decrease? No N/A
Savings – Pension if double contribution? Marginal 0.095
Savings – If interpolated contribution? No N/A
Costs – Charge if same growth? No N/A
Costs – Fund growth? No N/A
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201911
Advice: models of p(“increase”) – odds ratios
(1) (2) (3) (4)
Contributions
diagram
.945
(.319)
1.04
(.373)
.841
(.293)
.945
(.348)
Growth diagram 1.86**
(.635)
2.62***
(.986)
1.87**
(.653)
2.54***
(.962)
Tabular costs 1.67
(.566)
1.39
(.508)
1.56
(.541)
1.39
(.515)
Male 1.20
(.433)
1.16
(.420)
Over 35 .671
(.254)
.771
(.304)
Degree 3.29***
(1.24)
3.10***
(1.18)
Pension holder 1.94*
(.737)
1.61
(.651)
Comprehension score
(Stage 2)
1.35***
(.149)
1.18
(.147)
Constant 1.48
(.477)
.578
(.293)
.578
(.293)
.578
(.293)
Obs. 176 176 176 176
* p<0.1
** p<0.05
*** p<0.01
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201912
Models of decision rationale
* p<0.1
** p<0.05
*** p<0.01
Contributions rationale Projections rationale
(1) (2) (3) (4)
Contributions
diagram
2.40**
(1.10)
2.84**
(1.38)
1.21
(.431)
1.24
(.457)
Growth diagram .750
(.330)
.929
(.426)
1.77*
(.636)
2.01**
(.747)
Tabular costs .909
(.398)
.791
(.368)
1.77
(.636)
1.61
(.602)
Male .945
(.432)
1.12
(.409)
Over 35 1.07
(.514)
.696
(.263)
Degree 3.05**
(1.68)
1.93*
(.766)
Pension holder 2.34*
(.1.16)
.937
(.356)
Constant .120***
(.056)
.029***
(.023)
.159***
(.063)
.120***
(.067)
Obs. 176 176 176 176
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications
 Diagrams on PBSs DO make a difference:
• Growth graphic increased inclination to raise
contributions
• Increased likelihood of providing relevant
rationale for advice
 BUT
• Tax relief impenetrable
• Only marginally improved
recall/comprehension
• So do graphics improve decisions?
 Maybe… they move people towards those with more
education and higher comprehension
PBS Conclusions
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
2) Money growth study
• Do people understand money
growth?
• Is it subject to systematic bias, e.g.
exponential growth bias?
• Does regular saving make a
difference?
• Does framing more psychologically
realistic framing alter judgement?
• Can we improve judgement?
• Three experiments…
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Exponential Growth Bias
5/29/201915
So the record is 12, but suppose you
could fold it 42 times – how high?
0.0000001 x 242
= 439,805 km
…that’s further than the moon!
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Experiment 1a
5/29/2019 16
0
500
1000
1500
2000
2500
3000
3500
4000
5 10 15 20
€
Years
Lump Correct
0
20000
40000
60000
80000
100000
120000
140000
10 20 30 40
€
Years
Regular Correct
77 members of the public asked to guess amounts if they had €1,000
earning 5% per year, and regular saving of €1,000 per year at 5% per year
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Experiment 1b: Expert sample
5/29/201917
1.04 1.08
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
Lump Regular
€4,322 €69,761
38 attendees at Irish Economics and Psychology Conference asked to
guess amounts if they had €1,000 earning 5% for 30 years, and regular
saving of €1,000 per year at 5% for 30 years
Correct
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201918
Experiment 2 – “Years” condition
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201919
Experiment 2 – “Euro” condition
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Exponential growth bias?
5/29/201920
18.2
26.8
7.8
47.1
7.5
25.2
1.8
65.5
0
10
20
30
40
50
60
70
Nonsense Overcompensate Correct EGB
%
Years €
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications
0
.005
.01
.015
.02
0 100 200 300 400
Accuracy (Perfectly Accurate = 100%)
5/29/201921
Very large variability
Years
Euro
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201922
Experiment 3: Years Calculator
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201923
Experiment 3: Euros Calculator
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201924
Choices
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201925
Descriptive results: overall
75.7
74.5
76.4
50
60
70
80
90
100
Control Years Euro
%correct0
5
10
15
20
25
30
35
40
8 9 10 11 12 13 14 15 16 17 18
Frequency
Correct answers
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Descriptive results: EGB
5/29/201926
82.6 81.5
78.5
68.9 67.6
74.3
50
60
70
80
90
100
Control Years Euro
%correct
Older Younger
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications
• Strong underestimation of money
growth
• Especially regular savings
• Use of calculators had partial
effect
 No impact on precision of judgments
 Euro calculator reduced bias
• Implication: “Cost of delay” more
intuitive?
Money growth conclusions
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Overall conclusions
• Pensions are REALLY hard to
understand
• Even when people are trying
and incentivised
• Especially tax relief and
money growth
• Diagrams help a bit
• Calculators help a bit
www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications
Further study needed
• Test other interventions:
• Different media?
• Different explanations?
• Link to learning literature:
quizzes, interactive games?
• Role of money illusion?
• Role of fees and related
disclosures?

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Experimental tests of comprehension and perceptions of pensions

  • 1. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Experimental tests of comprehension and perception of pensions DATE 29 May 2019 VENUE Pensions and retirement Conference, ESRI AUTHORS Pete Lunn Feidhlim McGowan Deirdre Robertson @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie
  • 2. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Two studies 1) Pensions Benefit Statement (PBS) design 2) Understanding money growth 5/29/20192
  • 3. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications 1) PBS Study: Context • New EU Directive on Pension Benefit Statement (PBS) • Key provision: “Institutions should provide clear and adequate information to members… to support their decision-making about their retirement” [emphasis added] 5/29/20193
  • 4. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Experiment • Evidence from educational psychology suggests graphics can aid comprehension and decision making • Representative sample of 176 consumers • 2 x 2 x 2 orthogonal design – Graphical v tabular display of contributions – Graphical v tabular income projections – Written v tabular information on costs • Range of salaries, standard and higher tax rate • Scenario: “Imagine you are at a friend’s house, and your friend asks you to look at a letter they received…” 5/29/20194
  • 5. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Contributions Manipulation 5/29/20195 v
  • 6. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Money Growth Manipulation 5/29/20196 v If You Pay: If You Pay: You Now Pay: Monthly Contribution €246 €184 €123 Your savings at retirement €386,027 €318,787 €251,546 Monthly pension €1,239 €1,023 €807
  • 7. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Costs Manipulation 5/29/20197 v
  • 8. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Experimental Procedure Instructed to read PBS for 4 minutes PBS placed back in envelope, Lottery incentive explained Stage 1: Answer 8 incentivised recall questions onscreen Stage 2: PBS taken back out for 8 incentivised comprehension questions Stage 3: Answer advice question and provide reasoning Stage 4: Answer demographic, pension questions
  • 9. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Correct Responses 5/29/20199 0 5 10 15 20 25 30 35 40 45 1 2 3 4 5 6 7 8 Participants Correct Recall 0 5 10 15 20 25 30 35 40 45 0 1 2 3 4 5 6 7 Correct Comprehension NB. Answers to contributions questions essentially at chance levels TAX RELIEF IS INCOMPREHENSIBLE !
  • 10. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications RECALL Reject Null? P Value if Reject Contributions – largest? No N/A Contributions – total? Yes 0.025 Savings – THP now? No N/A Savings – increase? No N/A Costs – total? No N/A Costs – return? No N/A 5/29/201910 Performance by PBS Format COMPREHENSION Reject Null? P Value if Reject Null Contributions – THP > total increase? No N/A Contributions – Salary > total decrease? No N/A Savings – Pension if double contribution? Marginal 0.095 Savings – If interpolated contribution? No N/A Costs – Charge if same growth? No N/A Costs – Fund growth? No N/A
  • 11. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201911 Advice: models of p(“increase”) – odds ratios (1) (2) (3) (4) Contributions diagram .945 (.319) 1.04 (.373) .841 (.293) .945 (.348) Growth diagram 1.86** (.635) 2.62*** (.986) 1.87** (.653) 2.54*** (.962) Tabular costs 1.67 (.566) 1.39 (.508) 1.56 (.541) 1.39 (.515) Male 1.20 (.433) 1.16 (.420) Over 35 .671 (.254) .771 (.304) Degree 3.29*** (1.24) 3.10*** (1.18) Pension holder 1.94* (.737) 1.61 (.651) Comprehension score (Stage 2) 1.35*** (.149) 1.18 (.147) Constant 1.48 (.477) .578 (.293) .578 (.293) .578 (.293) Obs. 176 176 176 176 * p<0.1 ** p<0.05 *** p<0.01
  • 12. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201912 Models of decision rationale * p<0.1 ** p<0.05 *** p<0.01 Contributions rationale Projections rationale (1) (2) (3) (4) Contributions diagram 2.40** (1.10) 2.84** (1.38) 1.21 (.431) 1.24 (.457) Growth diagram .750 (.330) .929 (.426) 1.77* (.636) 2.01** (.747) Tabular costs .909 (.398) .791 (.368) 1.77 (.636) 1.61 (.602) Male .945 (.432) 1.12 (.409) Over 35 1.07 (.514) .696 (.263) Degree 3.05** (1.68) 1.93* (.766) Pension holder 2.34* (.1.16) .937 (.356) Constant .120*** (.056) .029*** (.023) .159*** (.063) .120*** (.067) Obs. 176 176 176 176
  • 13. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications  Diagrams on PBSs DO make a difference: • Growth graphic increased inclination to raise contributions • Increased likelihood of providing relevant rationale for advice  BUT • Tax relief impenetrable • Only marginally improved recall/comprehension • So do graphics improve decisions?  Maybe… they move people towards those with more education and higher comprehension PBS Conclusions
  • 14. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications 2) Money growth study • Do people understand money growth? • Is it subject to systematic bias, e.g. exponential growth bias? • Does regular saving make a difference? • Does framing more psychologically realistic framing alter judgement? • Can we improve judgement? • Three experiments…
  • 15. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Exponential Growth Bias 5/29/201915 So the record is 12, but suppose you could fold it 42 times – how high? 0.0000001 x 242 = 439,805 km …that’s further than the moon!
  • 16. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Experiment 1a 5/29/2019 16 0 500 1000 1500 2000 2500 3000 3500 4000 5 10 15 20 € Years Lump Correct 0 20000 40000 60000 80000 100000 120000 140000 10 20 30 40 € Years Regular Correct 77 members of the public asked to guess amounts if they had €1,000 earning 5% per year, and regular saving of €1,000 per year at 5% per year
  • 17. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Experiment 1b: Expert sample 5/29/201917 1.04 1.08 0.0 0.5 1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 Lump Regular €4,322 €69,761 38 attendees at Irish Economics and Psychology Conference asked to guess amounts if they had €1,000 earning 5% for 30 years, and regular saving of €1,000 per year at 5% for 30 years Correct
  • 18. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201918 Experiment 2 – “Years” condition
  • 19. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201919 Experiment 2 – “Euro” condition
  • 20. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Exponential growth bias? 5/29/201920 18.2 26.8 7.8 47.1 7.5 25.2 1.8 65.5 0 10 20 30 40 50 60 70 Nonsense Overcompensate Correct EGB % Years €
  • 21. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications 0 .005 .01 .015 .02 0 100 200 300 400 Accuracy (Perfectly Accurate = 100%) 5/29/201921 Very large variability Years Euro
  • 22. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201922 Experiment 3: Years Calculator
  • 23. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201923 Experiment 3: Euros Calculator
  • 24. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201924 Choices
  • 25. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications5/29/201925 Descriptive results: overall 75.7 74.5 76.4 50 60 70 80 90 100 Control Years Euro %correct0 5 10 15 20 25 30 35 40 8 9 10 11 12 13 14 15 16 17 18 Frequency Correct answers
  • 26. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Descriptive results: EGB 5/29/201926 82.6 81.5 78.5 68.9 67.6 74.3 50 60 70 80 90 100 Control Years Euro %correct Older Younger
  • 27. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications www.esri.ie@ESRIDublin #ESRIevents #ESRIpublications • Strong underestimation of money growth • Especially regular savings • Use of calculators had partial effect  No impact on precision of judgments  Euro calculator reduced bias • Implication: “Cost of delay” more intuitive? Money growth conclusions
  • 28. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Overall conclusions • Pensions are REALLY hard to understand • Even when people are trying and incentivised • Especially tax relief and money growth • Diagrams help a bit • Calculators help a bit
  • 29. www.esri.ie @ESRIDublin #ESRIevents #ESRIpublications Further study needed • Test other interventions: • Different media? • Different explanations? • Link to learning literature: quizzes, interactive games? • Role of money illusion? • Role of fees and related disclosures?