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Management Accounting Research
journal homepage: www.elsevier.com/locate/mar
Research paper
The role of cognitive frames in combined decisions about risk and effort
Karla Oblak, Mina Ličen, Sergeja Slapničar
⁎
University of Ljubljana, Faculty of Economics, Kardeljeva pl. 17, 1000 Ljubljana, Slovenia
ARTICLE INFO
JEL classification:
M41
Keywords:
Incentive scheme
Framing
Contract
Bonus
Penalty
Fairness
Effort
Risk
ABSTRACT
Cognitive framing influences the subjective valuation of monetary payoffs and an individual’s willingness to
exert effort and take risk. In this paper, we explore how cognitive frames created by incentive design and the
outcome’s fairness influence decisions on risk and effort. While such decisions are often combined in practice,
the theories that study risk-taking and motivation to exert effort remain discrete. We set up a multiperiod, 2 × 2
experiment in which we analyze the effects of a bonus versus a penalty contract and a fair versus an unfair
outcome distribution. We use a modified Sternberg task to measure risk-effort decisions. We hypothesize that in
the case of conflicting cues from the two frames, the cue that creates a perception of loss dominates the decision.
We also hypothesize that over time, prior performance influences current decisions by creating a new cognitive
frame. We find that if the pay is unfair, neither a bonus nor a penalty seems to matter. If it is fair, high risk-effort
tasks are stimulated more by a penalty than a bonus contract. The effect of prior performance eventually
outweighs the effect of both incentive manipulations. Our results help to advance the management accounting
literature by integrating separate theories on risk-taking and effort exertion to better understand interactive
cognitive frames in comprehensive decision-making.
1. Introduction
Notable psychological theories stress that decision-making depends
on an individual’s cognitive frames or mental representations of the
decision problem (Birnberg et al., 2007). The design of incentive sys-
tems has an important effect on cognitive frames that influence in-
dividuals’ perception of fairness, their levels of aspiration, and whether
they see outcomes as gains or losses. Two leading psychology theories
- organizational justice theory (Adams, 1963, 1966) and prospect/
framing theory (Kahneman and Tversky, 1979; Kahneman, 2003) -
propose that cognitive frames arise by comparing an outcome to a re-
ference point. In organizational justice theory, the reference point re-
presents a comparison with a relevant other, whereas in prospect theory
the reference point is basically the status quo (Kahneman, 2003) and
may be invoked by a variety of characteristics of the incentive system.
An idea common to both theories is that reference points shape cog-
nitive frames and that a deviation from them causes internal conflicts
that individuals try to avoid (Birnberg et al., 2007). In more complex
decision situations, individuals face several cognitive frames at the
same time, and the question arises on which one plays a central role in
decision-making and how they interact.
Although the two theories share a profoundly related concept, it is
interesting that they remain discrete: whereas the organizational justice
theory applies reference values to decisions about motivation to exert
effort without explicit consideration of the outcome risk, prospect
theory uses them to predict risk-taking behavior (pure monetary payoffs
in the absence of any effort). Yet, in practice, decisions about risk and
effort are often simultaneous: in many settings individuals face an op-
tion that requires a lot of effort, which potentially brings a high payoff,
but the probability of obtaining that payoff depends on the success in
completing the task. The alternative is to choose an easy option that
requires little effort and has a high probability of success but results in a
low payoff. Examples of these options are choosing between a more
difficult or an easier field of study that leads to different future salary
levels; between a demanding or a less demanding job with the corre-
sponding pay levels and chances of success; between writing a scientific
paper for a high impact journal or a low impact journal with the cor-
responding effort, probabilities of success, and impact factors; choosing
between highly uncertain but high-yielding projects in which a lot of
effort and new knowledge has to be invested or certain low-yielding
projects that require an average amount of work and acquired knowl-
edge.
The aim of this paper is to use both theories to establish which
cognitive frames dominate in simultaneous decisions on risk and effort.
The literatures on neuroscience, psychology (Hughes et al., 2015;
Salamone et al., 1994; Treadway et al., 2015; Walton et al., 2006;
Wardle et al., 2012), and animal behavior (Cocker et al., 2012; Hosking
et al., 2014a,b) jointly examine the relation between risk and effort
http://dx.doi.org/10.1016/j.mar.2017.07.001
Received 24 December 2015; Received in revised form 11 July 2017; Accepted 20 July 2017
⁎
Corresponding author.
E-mail addresses: karla.oblak@gmail.com (K. Oblak), mina.licen@ef.uni-lj.si (M. Ličen), sergeja.slapnicar@ef.uni-lj.si (S. Slapničar).
Management Accounting Research xxx (xxxx) xxx–xxx
1044-5005/ © 2017 Elsevier Ltd. All rights reserved.
Please cite this article as: Oblak, K., Management Accounting Research (2017), http://dx.doi.org/10.1016/j.mar.2017.07.001