self-control: health outcomes, daily experiences, and policy … · 2019-03-16 · self-control:...
TRANSCRIPT
Self-control: health outcomes, daily
experiences, and policy interventions
Liam Delaney, UCD
QUB CHaRMS Workshop
Friday, June 21, 2018
Background
Part 1: Lifespan outcomes of childhood self-control
Part 2: Self-control in everyday life
Part 3: Self-control and intervention strategies
Conclusion
Agenda
2
Increasing relevance of behavioural economics
Behavioural Economics, Nudge, and Libertarian Paternalism
have arrived in Ireland.
Focus is on boundedly rational decision making.
In particular: Self-control problems.
3
Self-discipline: “The capacity to begin tasks
and follow through to completion despite
boredom or distractions” (NEO-PI-R)
The capacity to voluntarily regulate thoughts,
feelings, and behaviour in the service of a
valued long-term goal
Important when confronted with health-
harming short-term rewards and temptations
Important in initiating goal pursuit and forming
healthy habits
What is self-control? Why is it important?
4
Why now?
5
• Cheap high calorie food
• Addictive substances
• Consumer goods
• Need for pension
savings
• Gambling & social
media
• Sustaining relationships
Part 1:
Lifespan outcomes of childhood self-control
6
Established (largely cross-sectional studies of students)
association between high self-control and favourable health
behaviour:
De Ridder, D. T., Lensvelt-Mulders, G., Finkenauer, C., Stok, F. M., & Baumeister, R. F. (2012). Taking
stock of self-control: A meta-analysis of how trait self-control relates to a wide range of behaviours.
Personality and Social Psychology Review, 16, 76–99.
We seek to investigate in the population:
Childhood self-control → Adult behaviours
Intricacies of how self-control operates
in everyday life
Does self-control explain problematic behaviours?
7
Childhood self-control → Adult health
8
Moffitt, T. E. et al. (2011). A
gradient of childhood self-
control predicts health, wealth,
and public safety. Proceedings
of the National Academy of
Sciences, 108(7), 2693-2698.
STUDY 1
STUDY 2
9
Self-control measurement
BCS measure (age 10):
1. Child is daydreaming.
2. Cannot concentrate on
particular task.
3. Becomes bored during class.
4. Shows perseverance.
5. Easily distracted.
6. Pays attention in class.
7. Forget on complex tasks.
8. Completes tasks.
9. Fails to finish tasks.
1970 British Cohort Study
10
Childhood self-control → Unemployment
11
Teacher-rated self-
control at age 10.
Adjusted for gender,
intelligence, and
social class at birth.
Daly, Delaney, Egan, and Baumeister (2015). Childhood self-control and unemployment throughout the
lifespan: evidence from two British cohort studies. Psychological Science, 26, 709 - 723.
Childhood self-control → Unemployment
12
Daly, Delaney, Egan, and Baumeister (2015). Childhood self-control and unemployment throughout the
lifespan: evidence from two British cohort studies. Psychological Science, 26, 709 - 723.
Childhood self-control → Pension
13
Adjusted for gender,
intelligence, and
social class at birth.
Leonhard K. Lades, Mark Egan, Liam Delaney, Michael Daly, Childhood self-control and adult pension
participation, In Economics Letters, Volume 161, 2017, Pages 102-104.
Childhood self-control → Smoking
14
From Daly, Delaney, Egan, Quigley and Baumeister (2016). Childhood self-control predicts smoking
throughout life: Evidence from 21,000 cohort study participants. Health Psychology, 35, 1254-1263.
Childhood self-control → Obesity
15
Adjusted for gender,
intelligence, social
class at birth, & father,
mother, child BMI
Daly, M., Egan, M., Quigley, J., & Delaney, L. (in preparation). Childhood self-control and weight gain across life.
Childhood self-control → Health outcomes
Predicts midlife (age 42 BCS, age 45-55 NCDS):
• Self-rated health
• Pain
• Psychological distress
• Chronic conditions
• Whether conditions are limiting
• Physiological dysregulation (NCDS)
• Death
Association is similar to socioeconomic status on average
16
Childhood self-control → Health outcomes
17
.
What factors explain the link between self-control
and health outcomes?
18
Part 2:
Self-control in everyday life
19
Why? What is the mechanism in daily life? How do the lives of
people with high (versus low) self-control differ?
We wanted to look in detail into people’s daily self-control
experiences.
But that is not easy…
Self-control is important for life outcomes
20
Phase 1: Systematic reconstruction of “episodes” on the
previous day in a short diary.
“Think about what you did and how you felt yesterday
around 1pm. Think of this as an episode in a film…”
Phase 2: Follow-up questions for each episode about time,
location, activities, social interactions, emotions, desires, self-
control …
“How did you feel? Was there anything that you
wanted? …”
The Day Reconstruction Method (DRM)
21
955 participants from Amárach Research’s Omnibus survey.
Representative of Ireland (Age=44.4, 55% female, 28% single,
63.9% married, 32% from Dublin). 58% on the weekend.
Up to 3 episodes per participant.
Number of recorded episodes = 2670.
Number of recorded desires = 1936.
The Study
22
Locations: Where were they?
23
Positive feelings in different locations
24
Positive feelings in different locations
25
Activities: What did they do?
26
Positive feelings in different activities
27
Did you want something?
Did it conflict with a goal?
Did you attempt to resist?
Did you enact the desire?
Measuring self-control failures
-
Yes-
Yes-
Yes-
Yes
= Self-control
failure
28
From desire to enactment
~15% Self-
control
failures
29
Domains of self-control instances
30
Domains of self-control instances
31
Compare with 249 Scottish students
32
Self-control failures over the day
33
Different degrees of trait self-control
• I am good at resisting
temptation.
• I have a hard time
breaking bad habits
(reversed).
• I often act without
thinking through all the
alternatives (reversed).
• …
34
How much do you agree on a scale from 1 to 5:
Different degrees of trait self-control
35
Feelings by trait self-control
36
Tiredness by trait self-control over the day
37
38
Do people with high trait self-control have fewer
self-control failures?
18.5%
12.5% Yes!
People with high trait self-control:
• Are NOT better at resisting temptation (59.8% vs 60.5%).
• Are NOT more likely to try to resist (59.8% vs 60.5%).
• DO experience fewer temptations (74% vs 80%).
• DO experience fewer desires (69% vs 78%).
Why do people with high trait self-control have
fewer self-control failures?
39
→ More research is needed on the determinants of desire and
temptation. The DRM can help.
See also Fujita (2011), Hofmann et al. (2012), Ent et al. (2015), Milyavskaya & Inzlicht (2018).
Traditional definition:
The capacity to voluntarily regulate
thoughts, feelings, and behaviour in
the service of a valued long-term goal.
Traditionally overlooked aspect:
The ability to pro-actively structure
one’s life to encounter fewer
problematic desires. Avoiding rather
than resisting temptation.
Trait self-control and everyday self-control
40
Discussion of DRM research
Summary: The DRM provides information about the where,
when, with whom, etc. of well-being and self-control across
many domains.
Limitations: Self-reported, recalled, correlational.
Relevance: Potential to design and test business & policy
interventions.
… For example using domain-specific DRMs in areas
such as medication, work-arrangements, teaching,
commuting, food consumption, entertainment,
sleep quality, social media use, etc…
41
1. Do sensory cues trigger food desires?
2. Do people use resistance strategies?
Abbreviated online DRM focusing on food
• Did you want to eat something during this episode?
• Conflict, resistance attempt, enactment
• Did you see/smell/hear anything food related?
• Did you use any of these resistance strategies?
708 episodes and 380 food desires. N=254, Age = 37 (SD=13),
Female = 61%, BMI = 25.6 (SD=5.8).
Food Study
42(with Sarah Breathnach, Liam Delaney, Stephan Dombrowski and Giulia Piazza)
43
Sensory cues predict food desires
44
Sensory cues predict food desires
45
Specific sensory cues predict food desires
46
Resistance reduces likelihood of eating
47
Some resistance strategies are better than others
1. Sensory cues trigger food desires
• But some cues lead to food desires more than others.
• Implications of DRM data for regulation and business.
2. People use resistance strategies and are less likely to eat
when they try to resist.
• But resistance strategies differ in effectiveness.
• Implications of DRM data for teaching self-control.
Food Study: Summary
48
Part 3:
Self-control and intervention strategies
49
Lack of knowledge: We might want to live healthy/happy lives,
but we do not know exactly how
→ Information based interventions often require planning,
monitoring behaviour, inhibiting conflicting activities
→May be most beneficial to those with higher self-control
Self-control problems: We are distracted, fail to keep goals in
mind, and have difficulties resisting temptation
→Training, self-control strategies (breaking cue-response links),
or nudging and non-reflective processes (to reduce the
prevalence of cues or the desirability of unhealthy products)
Potential reasons for problematic health behaviours
50
Self-control training, strategies, and nudges
51
Hoch, S. J., & Loewenstein, G. F. (1991). Time-inconsistent preferences and consumer self-
control. Journal of consumer research, 17(4), 492-507.
Self-control training (childhood/adolescence)
Piquero, A. R., Jennings, W. G., Farrington, D. P.,
Diamond, B., & Gonzalez, J. M. R. (2016). A meta-
analysis update on the effectiveness of early self-
control improvement programs to improve self-
control and reduce delinquency. Journal of
Experimental Criminology, 12(2), 249-264
Interventions (g = 0.32):
1. Follow rules
(e.g. what to do when… angry,
others teasing, do not want to play)
2. Self-instructional training
(e.g. using verbalisations as guide)
3. Video modelling of
appropriate/inappropriate behaviour
with follow-up observation of child
52
Early interventions
• Explaining why well-know early intervention programmes may be effective (e.g. PPP: Heckman et al., 2013; PPP/ABC: Conti et al., 2016)
• Tools of the Mind preschool programme which targets self-regulation (support: Barnett et al., 2008; Blair & Raver, 2014; Diamond et al., 2007; mixed evidence: Jacob & Parkinson, 2015)
• Structured teacher-delivered curriculum focused on “fostering patience in the classroom” effective over 3 years (Alan & Ertac, 2017)
53
Self-control training (adults)
Friese, M., Frankenbach, J., Job, V., & Loschelder, D. D.
(2017). Does self-control training improve self-control? A
meta-analysis. Perspectives on Psychological
Science, 12(6), 1077-1099.
What training?
Overriding dominant responses
(e.g. using non-dominant hand,
avoiding slang, computer tasks)
Muscle metaphor (stamina,
strength) repeated control predicts
generalised improvement in self-
control
33 studies and 158 effect sizes:
small-to-medium effect g = 0.30
Bias corrected: gcorrected = .13 to .2454
55
Self-control resistance strategies
Nudging and situational influences
For healthy behaviour:
Incentives (e.g. for changes in smoking, eating, alcohol consumption, physical activity: Mantzari et al., 2015 review)
Default rules (e.g. impact of default choice of portion/plate/package size on selection and consumption: Hollands et al., 2015 review)
Make it easy (e.g. healthier options are the default choice or most convenient based on proximity and product order: Cardario & Chandon, 2017 & Bucher et al., 2016 reviews)
Stopping unhealthy behaviour:
Remove or reduce the salience of cues (e.g. cigarette packages, product displays) that elicit relatively automatic purchasing habits (overview Best & Papies, 2017)
56
“Hard” policy instruments
Regulation (bans, mandates) and incentives (taxes)
Less self-controlled may
be most responsive to
changes to cues and the
immediate reward/cost of
key behaviours though
this is debated (e.g.
Stautz et al., 2018)
Daly, M., Delaney, L., & Baumeister, R. F. (2015). Self-control, future orientation, smoking, and the impact of Dutch
tobacco control measures. Addictive Behaviors Reports, 1, 89 - 96. 57
Conclusion
• Childhood self-control forecasts economic and health
outcomes across life
• Links are comparable to SES-health associations with similar
lifespan pathways (e.g. smoking, weight gain)
• Desire and self-control processes can be measured in daily life
• Voluntary self-governance may include avoiding temptation
• Trait self-control measures (e.g. Tangney et al., 2004)
embedded in large scale intervention studies could yield key
insights about who self-control training, resistance strategies,
nudges, and other policy instruments are impacting on and why
58
Thank you for your attention
Liam Delaney