Regular article
Sex difference in the relationship between salivary testosterone and
inter-temporal choice
Hirokazu Doi, Shota Nishitani, Kazuyuki Shinohara ⁎
Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
abstract article info
Article history:
Received 19 May 2014
Revised 11 December 2014
Accepted 12 December 2014
Available online 19 December 2014
Keywords:
Inter-temporal choice
Discounting
Testosterone
Sex difference
Reward
Humans often prefer a small immediate reward to large reward in the future. This myopic tendency in inter-
temporal choice is termed delay discounting, and has been the focus of intensive research in the past decades.
Recent studies indicate that the neural regions underlying delay discounting are influenced by the gonadal ste-
roids. However, the specific relationship between the testosterone levels and delay discounting is unclear at
this point, especially in females.
The present study investigated the relationship between salivary testosterone concentrations and discounting
rates in delay- and probability-discounting tasks with healthy males and females. The results revealed a positive
correlation between testosterone concentrations and delay-discounting rates in females and a negative correla-
tion in males. Testosterone concentrations were unrelated to probability-discounting rates. Although causal ef-
fects of testosterone cannot be certain in this correlational study, if testosterone directly influenced this
behavior, observed sex differences in delay discounting may be evidence of a curvilinear effect of testosterone.
Alternatively, the findings may reflect inverse pattern of responsiveness to testosterone between male and fe-
male neural systems, or basic sex-difference in the neural mechanism underlying delay-discounting independent
of testosterone itself.
© 2014 Elsevier Inc. All rights reserved.
Introduction
Humans share a universal tendency to value an immediate reward
more highly than a larger reward in the future (Green et al., 2004;
Jimura et al., 2009). That is, the subjective evaluation of a reward is
discounted according to the delay in reward delivery; the longer the
delay in reward delivery, the larger becomes the degree of discounting.
This seemingly irrational tendency, often observed during inter-
temporal choice, is termed “delay discounting” (DD). For example, peo-
ple frequently succumb to strong urges to eat high-calorie, fat-saturated
foods for immediate pleasure (immediate reward), ignoring the benefit
of fitness and health in the future (delayed reward). A lack of premedi-
tation regarding future consequences and weak self-control as observed
in such everyday situations are considered to be fundamental elements
of addiction (Marsch and Bickel, 2001). As such, the mechanisms under-
lying DD in inter-temporal choice have been a topic of intensive research
during the past few decades (Mischel, 1961; Kirby and Maraković, 1996;
Shamosh et al., 2008). In a typical DD experiment, two alternatives, i.e. a
smaller immediate reward and a larger delayed reward, are presented
to participants. DD rate, the steepness of discounting of future reward, is
estimated on the basis of participant's responses to different pairings of
delay and reward. Importantly, previous studies have shown that
individual differences in DD rate predict behaviors outside the labo-
ratory. For example, a lower DD rate has been linked to a higher ac-
ademic achievement, indicating that DD rate can predict levels of
effort and perseverance devoted to attaining an improved future
outcome (Kirby et al., 2002, 2005). Likewise, previous studies have
revealed links between large DD rates and dysfunctional behaviors,
like pathological gambling and substance abuse (Kirby and Petry,
2004; Green and Myerson, 2004).
Previous studies have identified a number of factors, which poten-
tially exert influences on DD rate, such as working memory capacity
(Hinson et al., 2003), intelligence (de Wit et al., 2007), reward sensitiv-
ity (Appelhans et al., 2011) and mood (Imhoff et al., 2014; Rounds et al.,
2007; Worthy et al., 2014). In addition to these, many existing studies
assumed, implicitly or explicitly, the link between DD rate and impulsiv-
ity (Evenden and Ryan, 1996; Kirby et al., 1999), although there is some
controversy over the validity of such assumption (Reynolds et al., 2006).
“Impulsivity” is a multifaceted phenomenon that includes discrete
impulsivity-related behaviors/personalities (Whiteside and Lynam,
2001; Evenden, 1999; Swann et al., 2002). Among the four components
of impulsivity classified by Whiteside and Lynam (2001), the lack of
premeditation is closely related, conceptually speaking, to DD. Likewise,
Figner et al. (2010) have revealed that suppression of the dorsolateral
prefrontal cortex leads to an increased DD rate, which indicates a rela-
tionship between DD and low self-control (see also, Evenden and
Hormones and Behavior 69 (2015) 50–58
⁎ Corresponding author at: 1-12-4 Sakamoto-cho, Nagasaki City, Nagasaki 852-8523,
Japan. Fax: +81 95 819 7036.
E-mail address: kazuyuki@nagasaki-u.ac.jp (K. Shinohara).
http://dx.doi.org/10.1016/j.yhbeh.2014.12.005
0018-506X/© 2014 Elsevier Inc. All rights reserved.
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