Abstract:Instrumental learning, i.e., learning that specific behaviors lead to desired outcomes, occurs through goal-directed and habit memory systems. Exposure to acute stress has been shown to result in less goal-directed control, thus rendering behavior more habitual. The aim of the current studies was to replicate and extend findings on stress-induced prompting of habitual responding and specifically focused on the role of stress-induced cortisol reactivity. Study 1 used an established outcome devaluation paradigm … Show more
“…For instance, neuropsychological research has identified certain neural systems that appear to be relatively insensitive to changes in the current reward-value of an outcome, with the activity of these systems relating to the frequency of participants' overt selections of responses that yield now-devalued outcomes (Liljeholm, Dunne, & O'Doherty, 2015;Schwabe, Tegenthoff, Höffken, & Wolf, 2012;Soares et al, 2012;Tricomi et al, 2009; for a review, see Patterson & Knowlton, 2018). Research in this tradition also suggests that humans show more habitual responses when the goal-directed system is hindered (for example, by manipulations designed to produce ‗ego-depletion', Lin, Wood, & Monterosso, 2016); on related lines, it has also been suggested that acute stress can tilt the balance in favor of the habit system (Schwabe & Wolf, 2009;Smeets, van Ruitenbeek, Hartogsveld, & Quaedflieg, 2018)a result which mirrors findings from animal research (Braun & Hauber, 2013).…”
Reward-learning theory views habits as stimulus-response links formed through extended reward training. Accordingly, animal research has shown that actions that are initially goaldirected can become habitual after operant overtraining. However, a similar demonstration is absent in human research, which poses a serious problem for translational models of behavior. We propose that response-time (RT) switch cost after operant training can be used as a new, reliable marker for the operation of the habit system in humans. Using a new method, we show that RT switch cost demonstrates the properties that would be expected of a habitual behavior: (1) it increases with overtraining; (2) it increases when rewards are larger, and (3) it increases when time pressure is added to the task, thereby hindering the competing goal-directed system. These results offer a promising new pathway for studying the operation of the habit system in humans.
“…For instance, neuropsychological research has identified certain neural systems that appear to be relatively insensitive to changes in the current reward-value of an outcome, with the activity of these systems relating to the frequency of participants' overt selections of responses that yield now-devalued outcomes (Liljeholm, Dunne, & O'Doherty, 2015;Schwabe, Tegenthoff, Höffken, & Wolf, 2012;Soares et al, 2012;Tricomi et al, 2009; for a review, see Patterson & Knowlton, 2018). Research in this tradition also suggests that humans show more habitual responses when the goal-directed system is hindered (for example, by manipulations designed to produce ‗ego-depletion', Lin, Wood, & Monterosso, 2016); on related lines, it has also been suggested that acute stress can tilt the balance in favor of the habit system (Schwabe & Wolf, 2009;Smeets, van Ruitenbeek, Hartogsveld, & Quaedflieg, 2018)a result which mirrors findings from animal research (Braun & Hauber, 2013).…”
Reward-learning theory views habits as stimulus-response links formed through extended reward training. Accordingly, animal research has shown that actions that are initially goaldirected can become habitual after operant overtraining. However, a similar demonstration is absent in human research, which poses a serious problem for translational models of behavior. We propose that response-time (RT) switch cost after operant training can be used as a new, reliable marker for the operation of the habit system in humans. Using a new method, we show that RT switch cost demonstrates the properties that would be expected of a habitual behavior: (1) it increases with overtraining; (2) it increases when rewards are larger, and (3) it increases when time pressure is added to the task, thereby hindering the competing goal-directed system. These results offer a promising new pathway for studying the operation of the habit system in humans.
“…A four-stage instrumental learning task divided over two days was used to assess goal-directed and habitual behaviour (Smeets et al, 2019, see figure 1 panel A). Participants learned six Stimulus-Response-Outcome (S-R-O) associations by trial-and-error on day one (stage 1).…”
Section: Instrumental Learning Taskmentioning
confidence: 99%
“…Stress plays an important role in the development and maintenance of addictive behaviours (Brewer, Catalano, Haggerty, Gainey, & Fleming, 1998;Sinha, 2001;Sinha & Jastreboff, 2013). Particularly the hypothesis of stress-induced relapse within the context of instrumental learning has received substantial attention (Sinha, 2001), and the frequent observation that stress renders behaviour habitual (Quaedflieg, Stoffregen, Sebalo, & Smeets, 2019;Schwabe, Wolf, & Oitzl, 2010;Smeets, van Ruitenbeek, Hartogsveld, & Quaedflieg, 2019) provides a potential mechanism (see Schwabe & Wolf, 2011 for review).…”
Section: Introductionmentioning
confidence: 99%
“…This behavioural shift is supported by neuroimaging data of addicts showing increased activation of brain networks underlying habitual behaviour, and decreased activation of brain networks underlying goaldirected behaviour compared with healthy controls (Belin, Belin-Rauscent, Murray, & Everitt, 2013;Vollstadt-Klein et al, 2010). Additionally, stress has been observed to induce a similar change in network activation (Schwabe, 2017;Schwabe, Tegenthoff, Hoffken, & Wolf, 2012), and stress-induced cortisol elevations are associated with a shift from goal-directed to habitual behaviour (Smeets et al, 2019).…”
Section: Introductionmentioning
confidence: 99%
“…The present study aimed to unravel the effects of acute stress and dopamine manipulation on goal-directed behaviour and its neuronal correlates. One-hundred healthy participants underwent a stress induction protocol (Smeets et al, 2019) and/or received 40mg oral methylphenidate (MPH) to increase synaptic dopamine levels before performing an instrumental learning task to assess goaldirected behaviour. It was hypothesised that stress decreases goal-directed behaviour in an instrumental learning task and that increased dopamine levels may reverse this stress-induced effect on instrumental behaviour and associated brain activation.…”
Being exposed to acute stress may cause people to behave more habitual, which purportedly is associated stress-induced increased dopamine release. In contrast, experimental rises in systemic dopamine levels have been shown to increase goal-directed behaviour and, thus, decrease habitual control. Whether experimentally increased dopamine functioning can modulate stress-induced reductions in goal-directed behaviour and its neural substrates, is currently unknown. To assess whether increased dopamine functioning reduces stress effects on goal-directed behaviour, 100 participants were recruited who were randomly assigned to one of four conditions in a 2x2 between participants design. Participants underwent a stress induction protocol (Maastricht Acute Stress Test; MAST) or a control procedure and received methylphenidate (40 mg, oral) or placebo. In a well-established instrumental learning paradigm, participants were trained to learn stimulus-response-outcome associations, after which rewards were selectively devalued and participants’ goal-directed behaviour was assessed at peak cortisol/methylphenidate concentrations in a magnetic resonance imaging scanner to assess brain activation. The MAST effectively increased physiological measures of stress (salivary cortisol, blood pressure) and subjective stress. Methylphenidate also increased cortisol levels over time. While stress selectively reduced goal-directed behaviour, this effect was not modulated by methylphenidate. However, methylphenidate modulated stress effects on activation in paracingulate, orbitofrontal cortex, and anterior cingulate associated with expected value representation in goal-directed behaviour. Our neuroimaging data suggest increased dopamine levels reverse stress-induced changes in brain activation associated with goal-directed behaviour. These effects may be relevant for preventing stress-induced relapse in addictive behaviour.
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