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Erschienen in: Theory and Decision 1/2017

16.06.2016

Risk-induced discounting

verfasst von: Marc St-Pierre

Erschienen in: Theory and Decision | Ausgabe 1/2017

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Abstract

We establish a direct connection between time preference and risk about an attribute (health) of the instantaneous utility function. In doing so, we derive a risk-induced discount function that corresponds to a normalized expectation of that attribute. We provide several results characterizing this risk-induced discount function depending on the stochastic properties of the risk, which we model as a discrete Markov process. When it is well-defined, which we refer to as full approximation, the risk-induced discount function coincides with exponential discounting if the Markov process is stationary. However, a slight perturbation of the beliefs can trigger time-inconsistent discounting. When considering non-stationary Markov processes, time-inconsistency also emerges in situations where individuals’ beliefs change in a non-anticipated fashion over time, as exemplified by quasi-hyperbolic discounting. Results are illustrated via several applications.

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Fußnoten
1
In The Man Who Mastered Time, p.1, 1929.
 
2
In this paper, we employ the term time preference to refer to preference for immediate utility over delayed utility as in Frederick et al. (2002).
 
3
The conditions are symmetry, standard gamble invariance, the zero condition and either marginality (Theorem 1 - based on expected utility theory) or generalized utility dependence (Theorem 2 - based on rank-dependent utility theory).
 
4
This notation allows for the discount function to depends on both the date of reference t and the delay k.
 
5
See Burness (1976) for a general result.
 
6
We use the word belief as a generic term to denote probability or decision weight to allow for both objective and subjective interpretations.
 
7
This is the class of models that Starmer (2000) refers to as simple decision weighed utility, which encompasses a wide range of theories, including the Expected Utility theory and the Rank-Dependent Expected Utility theory.
 
8
In reference to Bleichrodt and Quiggin (1999), there is no need to relax their additional assumption of symmetry or to impose assumptions such as impatience and stationarity.
 
9
That is, a memoryless process for which (conditional) beliefs are independent of the history of realizations.
 
10
This means that there is some variation, albeit small, in the value of the different health statuses. This rules out trivial risk or “sunspots”.
 
11
That is a state such that the transition probabilities from that state to other states are equal to zero. Besides death, other examples of absorbing states could include illness, long-term unemployment, or having graduated from a school.
 
12
A matrix is irreducible if there is a non-zero probability of transitioning from any state to any other state within a finite number of dates. A matrix that is not irreducible is reducible. The presence of any absorbing state implies that P is reducible.
 
13
A more general formulation could allow the sequences to also be date-specific.
 
14
The two concepts coincide when \(N=2\) with \(a_1=1\), \(a_2=0\), i.e., with mortality risk.
 
15
Recall that full approximation and partial approximation coincide when \(N=2\).
 
16
Note that every Markov matrix P admits at least one stationary distribution.
 
17
Ergodicity means that the process is irreducible and aperiodic. Such a process is one where any state can be reached from another one within a finite number of dates. In terms of health statuses, it would mean that any of the health statuses can occur again soon regardless of the current state. Note that such a condition rules out mortality risk or any absorbing state.
 
18
Numerical computations (not included here) show that the largest entry of \(P^5- \Pi \) is on the order of 0.002.
 
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Metadaten
Titel
Risk-induced discounting
verfasst von
Marc St-Pierre
Publikationsdatum
16.06.2016
Verlag
Springer US
Erschienen in
Theory and Decision / Ausgabe 1/2017
Print ISSN: 0040-5833
Elektronische ISSN: 1573-7187
DOI
https://doi.org/10.1007/s11238-016-9555-y

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