The art of SNAP decisions and the science of well-being
as they apply to health
Paul DolanImperial College Business School
The beginning and the end
• What affects well-being and what effects does it have?
Well-BeingBehaviour Change
• What affects behaviour and what effects does it have?
And we need to join them up
Priming money
• Being primed with cash (e.g. as screensaver or scrambled sentence task) makes people
• Less helpful
• Donate less
• Sit further apart
• Does it make them more likely to favour financial incentives?
Prof. Daniel Kahneman, Oct 2008
“One of the things that we have been exercising over for decades is the relative impact of internal factors as against environmental factors in the control of behaviour ...
... It turns out that the environmental effects on behaviour are a lot stronger than most people expect.”
The essence of behaviour change
The art of SNAP decision making
Salience
Norms
Affect
Priming
We attend to novelty and simplicity
We take cues from what others do
We behave according to our feelings
We respond subconsciously to stimuli
The essence of well-being
• Wanting – preference satisfaction • Needing – objective lists• Liking – mental states
• Subjective well-being (SWB)
Problems with preferences
• Salience – attention and focussing illusion
• Norms – what is the ‘right’ answer?
• Affect – feelings drive responses
• Priming – responses affected by arbitrary cues
= Miswanting
Rethinking valuation
• Rather than ask people what matters to them, elicit SWB and allow regression analysis to do it for us
• Most of what we know about SWB comes from global assessments of life satisfaction
• And mostly from the BHPS
Valuing health states
SF-6D dimension SG LS
Pain .167 [1] .034 [5]
Mental health .128 [2] .159 [1]
Physical functioning .111 [3] .071 [3]
Vitality .091 [4] .089 [2]
Social functioning .087 [5] .002 [6]
Role limitations .050 [6] .039 [4]
Problems with life satisfaction
• Salience – may not focus on what really matters• and we don’t go around thinking about life satisfaction
• Norms – responses relative to others or self over time
• Affect – not clear how much this should play a part
• Priming – affected by not-so-relevant cues
= Misevaluating
Other more direct measures of SWB
• Moment-to-moment ‘pleasure’
• Plus moment, episode or local ‘reward’
• Plus spontaneous thoughts and mind-wandering
• Can we measure the frequency and intensity of these pop-ups and what effect do they have?
Thoughts about health
• 1200 on-line and phone in the US (Rand)
• Overall mood yesterday• Frequency and intensity of thoughts about health,
work, finances and family yesterday• EQ-5D and TTO
• Second variant with EQ-5D and TTO first
»Plus ‘top-down’ and ‘bottom-up’ TTO
Dependent variable: TTO (I) (II) (III) (IV) (V)eqm2 0.008 0.013 0.002 0.002 0.010eqm3 -0.018 -0.002 0.011 -0.008 -0.018eqs2 -0.001 -0.015 -0.020 -0.013 -0.009eqs3 -0.119 -0.166 -0.183 -0.169 -0.157equ2 -0.061* -0.063* -0.065* -0.060* -0.047equ3 0.182 0.168 0.141 0.151* 0.169eqp2 -0.029 -0.029 -0.040* -0.032* -0.029eqp3 0.189 0.177 0.164 0.184 0.186*eqa2 -0.001 -0.001 0.007 0.038* 0.043*eqa3 0.257* 0.243* 0.258* 0.322* 0.319*eqn3 -0.440* -0.422* -0.415* -0.412* -0.393*Random TTO -0.073* -0.074* -0.074* -0.074*Age 0.011* 0.011* 0.010*Age2 0.000* 0.000* 0.000*Average ‘happiness’ yesterday 0.015 0.013Average ‘sadness’ yesterday -0.013 -0.007low frequency and positive thoughts 0.040high frequency and positive thoughts 0.035low frequency and negative thoughts -0.030high frequency and negative thoughts -0.076*Constant 0.920* 1.016* 0.724* 0.688* 0.664*R2 0.07 0.09 0.11 0.11 0.12Observations 1173 1173 1173 1173 1173
Issues
• Focussing attention in TTO on health problems means that thoughts about health are likely to show up• But thoughts about health matter before and after TTO
• Could do TTO to remove any problems at all if so inclined
• Need to understand how thoughts and feelings affect the flow of well-being without/before focussing on activities
• A QALY approach requires duration-weighting• Is this still possible?
The beginning and the end
• What affects well-being and what effects does it have?
Well-BeingBehaviour Change
• What affects behaviour and what effects does it have?
And we need to join them up
Thank you