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Duff N, Olsen R, Walsh Z, Salmon K, Hunt M, Macaskill A. A fragile effect: The influence of episodic memory on delay discounting. Q J Exp Psychol (Hove) 2025; 78:514-533. [PMID: 38429230 PMCID: PMC11977812 DOI: 10.1177/17470218241239289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 12/19/2023] [Accepted: 02/26/2024] [Indexed: 03/03/2024]
Abstract
Delay discounting occurs when a reward loses value as a function of delay. Episodic future thinking (EFT) reliably decreases delay discounting. EFT may share cognitive features with recalling episodic memories such as constructive episodic simulation. We therefore explored whether recalling episodic memories also reduces delay discounting. In Experiment 1, participants wrote about episodic memories and recalled those memories before completing a delay discounting task. Episodic memories reduced delay discounting according to one commonly used delay discounting measure (area under the curve) but not another (using the hyperbolic model). Experiment 2 compared the effects of general and episodic memories. Neither general nor episodic memories significantly decreased delay discounting compared with a control "counting" condition, but episodic memories reduced delay discounting compared with general memories under some conditions. In Experiment 3, episodic memories did not decrease delay discounting compared with three other control conditions while EFT did. Experiment 3 therefore found that thinking must be both episodic and future orientated to reduce delay discounting. Together, these results suggest that episodic thinking is not sufficient to reliably decrease delay discounting, rather, features unique to episodic future thinking are required. Episodic memory might reduce delay discounting in some contexts, but this effect is small and fragile.
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Affiliation(s)
- Nicky Duff
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
| | - Rebecca Olsen
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
| | - Zoe Walsh
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
| | - Karen Salmon
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
| | - Maree Hunt
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
| | - Anne Macaskill
- School of Psychology, Victoria University of Wellington, Wellington, New Zealand
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2
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Verfaellie M, Patt V, Lafleche G, Vasterling JJ. Associations between PTSD and temporal discounting: The role of future thinking. J Behav Ther Exp Psychiatry 2024; 85:101978. [PMID: 38964185 PMCID: PMC12024249 DOI: 10.1016/j.jbtep.2024.101978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 06/05/2024] [Accepted: 06/23/2024] [Indexed: 07/06/2024]
Abstract
BACKGROUND AND OBJECTIVES Despite documented alterations in future thinking in posttraumatic stress disorder (PTSD), our understanding of how individuals with PTSD make future-oriented decisions is limited. We tested the hypothesis that increased discounting in association with PTSD reflects failure to spontaneously envision future rewarding situations. METHODS Thirty-seven trauma exposed war-zone veterans completed a standard temporal discounting task as well as a temporal discounting task accompanied by episodic future thinking cues. RESULTS Severity of PTSD symptoms was associated with preference for sooner, smaller rewards in the standard task. Consistent with our hypothesis, when participants engaged in future thinking, greater PTSD symptom severity was no longer associated with steeper discounting. Moreover, difficulty anticipating future events, as measured contemporaneously in a separate task (Verfaellie et al., 2024), mediated the relationship between PTSD symptom severity and degree of discounting in the standard task. Among PTSD symptom clusters, the severity of avoidance and negative alterations in cognition and mood was related to steeper discounting. Measures of depression and alcohol use were not associated with discounting. LIMITATIONS The sample included mostly male, predominantly White veterans who experienced primarily combat-related trauma. CONCLUSIONS PTSD-associated alterations in temporal discounting reflect failure to spontaneously imagine future positive events. Two common correlates of PTSD, depression and alcohol use, could not account for the observed associations between PTSD and future-oriented decisions.
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Affiliation(s)
- Mieke Verfaellie
- Memory Disorders Research Center, VA Boston Healthcare System, United States; Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, United States.
| | - Virginie Patt
- Memory Disorders Research Center, VA Boston Healthcare System, United States
| | - Ginette Lafleche
- Memory Disorders Research Center, VA Boston Healthcare System, United States
| | - Jennifer J Vasterling
- National Center for PTSD, VA Boston Healthcare System, United States; Department of Psychiatry, Boston University Chobanian and Avedisian School of Medicine, United States
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3
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Lempert KM, Parthasarathi T, Linhares S, Ruh N, Kable JW. Positive autobiographical memory recall does not influence temporal discounting: an internal meta-analysis of experimental studies. JOURNAL OF ECONOMIC PSYCHOLOGY 2024; 103:102730. [PMID: 38799018 PMCID: PMC11113695 DOI: 10.1016/j.joep.2024.102730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
People tend to discount the value of future rewards as the delay to receiving them increases. This phenomenon, known as temporal discounting, may underlie many impulsive behaviors, such as drug abuse and overeating. Given the potential role of temporal discounting in maladaptive behaviors, many efforts have been made to find experimental manipulations that reduce temporal discounting. One class of manipulations that has held some promise involves recalling positive autobiographical memories prior to making intertemporal choices. Just as imagining positive future events has been shown to reduce temporal discounting, a few studies have shown that recalling positive past events reduces temporal discounting, especially if memory retrieval evokes positive affective states, such as gratitude and nostalgia. However, we failed to replicate these findings. Here we present an internal meta-analysis combining data from 14 studies (n = 758) that involved within-subjects positive memory recall-based manipulations. In each study, temporal discounting was assessed using a monetary intertemporal choice task. The average effect size was not significantly different from zero. This finding helps elucidate the neurocognitive mechanisms of temporal discounting; whereas engaging the episodic memory system to imagine future events might promote more patience, engaging the episodic memory system to imagine past events does not.
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Affiliation(s)
| | | | - Samantha Linhares
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104
| | - Natalia Ruh
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104
| | - Joseph W. Kable
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104
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Hudson JE, Grunevski S, Sebelius J, Yi R. Art-delivered episodic future thinking reduces delay discounting: A phase IIa proof-of-concept trial. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 158:209255. [PMID: 38081541 DOI: 10.1016/j.josat.2023.209255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 10/19/2023] [Accepted: 11/20/2023] [Indexed: 12/17/2023]
Abstract
INTRODUCTION High rates of delay discounting (DD), or the preference for immediate rewards over delayed rewards, is associated with substance use disorder (SUD). Lower rates of DD predict better treatment outcomes, and thus strategies that reduce DD may support SUD recovery. The process of vividly imagining a future event, known as episodic future thinking (EFT), may be a particularly viable approach to reduce DD. Some limited research has examined delivery of EFT in treatment settings, using verbal prompts that are typical of studies in non-treatment settings. We propose that the creation of visual art represents a unique alignment of the purpose of EFT with an innovative delivery modality in treatment settings. METHODS This single arm, proof-of-concept trial evaluated art-delivered EFT (ArtEFT) to reduce DD in a sample of women (N = 39) in a residential SUD treatment center. Participants engaged in a single, 1-h ArtEFT session during which they engaged in EFT and created a visual representation using art materials. The study collected DD measures for hypothetical money ($50 and $1000 magnitude conditions) before and after ArtEFT. RESULTS Using area-under-the-curve (AUCord) as the index of DD, the study observed predicted changes following the ArtEFT session. The ANOVA revealed statistically significant main effects of both magnitude [F(1,38) = 11.184, p = .002] and time [F(1. 38) = 4.731, p = .036], with a non-significant interaction [F(1,38) = 3.821, p = .058]. CONCLUSION This study reveals promising preliminary indicators that art may be an effective modality to deliver EFT, with particular advantages for implementation given the popularity of art programming in SUD treatment programs.
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Affiliation(s)
- Jennifer E Hudson
- Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, USA
| | | | - John Sebelius
- Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, USA
| | - Richard Yi
- Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, USA; Department of Psychology, University of Kansas, USA.
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5
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Sofis MJ, Lemley SM, Jacobson NC, Budney AJ. Initial evaluation of domain-specific episodic future thinking on delay discounting and cannabis use. Exp Clin Psychopharmacol 2022; 30:918-927. [PMID: 34096759 PMCID: PMC9214768 DOI: 10.1037/pha0000501] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Episodic Future Thinking (EFT), mental simulation of personally relevant and positive future events, may modulate delay discounting (DD) in cannabis users. Whether EFT impacts cannabis use, whether DD mediates this effect, and whether EFT can be enhanced by prompting future events across specific life domains is unknown. Active, adult cannabis users (n = 90) recruited from Amazon mTurk and Qualtrics Panels were administered an Episodic Specificity Induction (ESI) to enhance quality of imagined events before being randomized to EFT, domain-specific-EFT (DS-EFT), or Episodic Recent Thinking (ERT). All participants created four, positive life events; DS-EFT participants imagined social, leisure, health, and financial events. Event-quality ratings were assessed (e.g., enjoyment). DD was assessed at baseline (Day 1), post-intervention (Days 2-4), and follow-up (Days 9-12). Cannabis use was assessed at baseline and follow-up. Differences in change in days and grams of cannabis use between conditions and mediation of changes in use by DD were examined. No differences in DD were observed between conditions. DS-EFT, but not EFT, showed significantly greater reductions in grams (d = .54) and days of cannabis use (d = .50) than ERT. DS-EFT and EFT demonstrated significantly greater event-quality ratings than ERT (ds > .55). EFT-based interventions showed potential for reducing cannabis use. Unexpectedly, effects on DD did not mediate this effect. Further testing with larger samples of cannabis users is needed to better understand EFT's mechanisms of action and determine optimal implementation strategies. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
- Michael J Sofis
- Geisel School of Medicine, Dartmouth College, Center for Technology and Behavioral Health
| | - Shea M Lemley
- Geisel School of Medicine, Dartmouth College, Center for Technology and Behavioral Health
| | - Nicholas C Jacobson
- Geisel School of Medicine, Dartmouth College, Center for Technology and Behavioral Health
| | - Alan J Budney
- Geisel School of Medicine, Dartmouth College, Center for Technology and Behavioral Health
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6
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Herman AM, Stanton TR. Delay and Effort-Based Discounting, and the Role of Bodily Awareness, In People Experiencing Long-Term Pain: A Cross-Sectional Study. THE JOURNAL OF PAIN 2022; 23:487-500. [PMID: 34678469 DOI: 10.1016/j.jpain.2021.10.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 09/24/2021] [Accepted: 10/01/2021] [Indexed: 06/13/2023]
Abstract
Pain interventions typically include effortful exercise and long-term treatment - ie, short-term costs (effort) with delayed benefit (improved pain and/or function). Thus, understanding if long-term pain influences decision-making in context of delays and effort is essential given clear relevance to treatment uptake and/or adherence. We evaluated delay and effort attitudes in those experiencing chronic pain (n = 391) and in pain-free controls (n = 263). Additionally, we investigated the role of bodily sensation awareness and/or interpretation as potential contributing factors to altered decision-making. Volunteers completed three discounting questionnaires, assessing the influence of temporal delays (gains, losses) and effort on devaluation of monetary outcomes. Individuals with chronic pain had more short-sighted decisions for monetary gains, but not losses, and decreased willingness to undertake effort for monetary gains than the No Pain group. The Pain group had higher bodily sensation awareness and while this related to higher impulsivity, delay and effort discounting, neither awareness nor interpretation of bodily sensations interacted with pain levels or explained group differences in discounting behavior. These findings suggest that impaired delay and effort-based discounting is present in people with chronic pain, and that this may be driven by pain-induced changes, but not pain-induced enhancements in bodily sensation awareness and/or interpretation. Exploring the utility of interventions targeting discounting behavior is warranted. Data availability: Study materials are available here: https://osf.io/zexm7/?view_only=c9848597361c41808c612874da6f33b7. PERSPECTIVE: People with chronic pain make more short-sighted decisions (prefer less reward sooner) and decreased willingness to undertake effort (prefer less reward with little effort) for monetary gains than people without pain. Interventions targeting discounting behavior may help improve both uptake and adherence for evidence-based, effortful treatments, such as exercise.
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Affiliation(s)
- Aleksandra M Herman
- Laboratory of Brain Imaging, Nencki Institute of Experimental Biology, Polish Academy of Sciences, Warsaw, Poland; Department of Psychology, Royal Holloway, University of London, Egham, UK.
| | - Tasha R Stanton
- IIMPACT in Health, Allied Health & Human Performance, The University of South Australia, Adelaide, Australia
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7
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Ye JY, Ding QY, Cui JF, Liu Z, Jia LX, Qin XJ, Xu H, Wang Y. A meta-analysis of the effects of episodic future thinking on delay discounting. Q J Exp Psychol (Hove) 2021; 75:1876-1891. [PMID: 34841982 DOI: 10.1177/17470218211066282] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Delay discounting (DD) refers to the phenomenon in which the subjective value of future rewards is reduced over time. There are individual differences in the DD rate, and increased discounting has been observed in those with various psychiatric disorders. Episodic future thinking (EFT) is the act of vividly imagining events that may happen in the future. Studies have shown that EFT could reduce DD, although inconsistent results have been reported. The aim of this meta-analysis was to clarify the efficacy with which EFT reduces DD and to identify potential moderators. Forty-seven studies (including 63 contrasts) were included in the final analysis. EFT was found to significantly reduce DD (Hedges' g = 0.52). Moderator analysis showed that positive EFT (g = 0.64) was more effective in reducing DD than EFT with the valence not specifically mentioned (g = 0.28) and EFT with neutral or negative valence (g = -0.03). In addition, several factors related to the control task and DD task were related to the efficacy of EFT to reduce DD. These findings have implications for using EFT to reduce DD in the future.
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Affiliation(s)
- Jun-Yan Ye
- Neuropsychology and Applied Cognitive Neuroscience Lab, CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China.,Department of Psychology, Institute of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Qing-Yu Ding
- Teachers' College, Beijing Union University, Beijing, China
| | - Ji-Fang Cui
- Research Center for Information and Statistics, National Institute of Education Sciences, Beijing, China
| | - Zhe Liu
- Teachers' College, Beijing Union University, Beijing, China
| | - Lu-Xia Jia
- Neuropsychology and Applied Cognitive Neuroscience Lab, CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China.,Department of Psychology, Institute of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Xiao-Jing Qin
- Neuropsychology and Applied Cognitive Neuroscience Lab, CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China.,Department of Psychology, Institute of Psychology, University of Chinese Academy of Sciences, Beijing, China
| | - Hua Xu
- Teachers' College, Beijing Union University, Beijing, China
| | - Ya Wang
- Neuropsychology and Applied Cognitive Neuroscience Lab, CAS Key Laboratory of Mental Health, Institute of Psychology, Beijing, China.,Department of Psychology, Institute of Psychology, University of Chinese Academy of Sciences, Beijing, China
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8
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Burns P, Atance C, O'Connor AP, McCormack T. The effects of cueing episodic future thinking on delay discounting in children, adolescents, and adults. Cognition 2021; 218:104934. [PMID: 34749044 DOI: 10.1016/j.cognition.2021.104934] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Revised: 10/04/2021] [Accepted: 10/05/2021] [Indexed: 11/25/2022]
Abstract
Discounting the value of delayed rewards such that even a relatively small, immediately available reward is preferred to a larger delayed reward is a commonly observed human trait. Children are particularly steep discounters of delayed rewards as evidenced by delay of gratification studies. In recent years, however, a growing literature indicates that cueing individuals to imagine personal future events attenuates their discounting of delayed rewards. The present studies extend this literature by examining whether cueing future thinking promotes patient choices in children and adolescents. In Experiment 1 we found that cueing future thinking had no effect on 8-11-year-olds' (n = 177) delay discounting of either real or hypothetical rewards. In Experiment 2 we found that cueing adolescents (12-14-year-olds, n = 126) and adults (n = 122) to think about personal future events decreased their discounting of delayed rewards relative to three other conditions: a no cue control, an episodic memory condition and a novel 'future other' condition in which individuals imagine future events that might happen to a significant other person in their life. Cueing adults and adolescents to think about personal future events did not however affect how connected they felt to their future selves or their subjective sense of how close future time points felt to them - two constructs that have previously been shown to be related to delay discounting.
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9
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Kostyrka-Allchorne K, Cooper NR, Wass SV, Fenner B, Gooding P, Hussain S, Rao V, Sonuga-Barke EJS. Future preferences and prospection of future of outcomes: Independent yet specific associations with attention-deficit/hyperactivity disorder. J Adolesc 2020; 83:31-41. [PMID: 32693219 DOI: 10.1016/j.adolescence.2020.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 06/26/2020] [Accepted: 07/01/2020] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Symptoms of attention-deficit hyperactivity disorder (ADHD) and conduct problems have been associated with heightened temporal discounting of reward value resulting in a preference for immediate over delayed outcomes. We examined the cross-sectional relationship between future preference (including intertemporal choice) and prospection (the ability to bring to mind and imagine the experience of future personally-relevant events and outcomes) in adolescents with a range of ADHD symptoms and aggressive behaviour. METHODS A combination of behavioural tasks and self-reports measured intertemporal decision making, individual differences in preference for future outcomes and experience of prospection in a convenience sample of English adolescents aged 11-17 (n = 64, 43.8% males). Parents rated symptoms of ADHD and aggression. RESULTS & Conclusions: Factor analysis identified two factors: "Future Preference" and "Prospection". Significant negative bivariate correlations were found between ADHD and the scores of both factors and between aggression and Future Preference. A path model confirmed the independent significant association of ADHD with both factors but not with aggression. There was no evidence that Prospection was associated with Future Preference or that it reduced the associations between ADHD symptoms and Future Preference. These results provide further evidence that ADHD is associated with a tendency to prefer immediate over future outcomes. The same association with aggression seemed to be driven by the overlap with ADHD symptoms. We provide some of the first evidence that individuals with high ADHD symptoms have difficulty in prospecting about future episodes. However, this is unrelated to their preference for future outcomes.
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Affiliation(s)
- Katarzyna Kostyrka-Allchorne
- Department of Child & Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's Clege London, UK.
| | - Nicholas R Cooper
- Centre for Brain Science, Department of Psychology, University of Essex, UK
| | - Sam V Wass
- School of Psychology, University of East London, UK
| | - Benjamin Fenner
- Centre for Brain Science, Department of Psychology, University of Essex, UK
| | - Peter Gooding
- Centre for Brain Science, Department of Psychology, University of Essex, UK
| | - Sahir Hussain
- Department of Child & Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's Clege London, UK
| | - Vidya Rao
- School of Psychology, University of East London, UK
| | - Edmund J S Sonuga-Barke
- Department of Child & Adolescent Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's Clege London, UK; Department of Child & Adolescent Psychiatry, Aarhus University, Denmark
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10
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Sellitto M. Commentary: Episodic Future Thinking about the Ideal Self Induces Lower Discounting, Leading to a Decreased Tendency toward Cheating. Front Psychol 2020; 11:1027. [PMID: 32508728 PMCID: PMC7248362 DOI: 10.3389/fpsyg.2020.01027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 04/24/2020] [Indexed: 01/28/2023] Open
Affiliation(s)
- Manuela Sellitto
- Comparative Psychology, Institute of Experimental Psychology, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
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11
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Bulley A, Schacter DL. Deliberating trade-offs with the future. Nat Hum Behav 2020; 4:238-247. [PMID: 32184495 PMCID: PMC7147875 DOI: 10.1038/s41562-020-0834-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 02/05/2020] [Indexed: 12/12/2022]
Abstract
Many fundamental choices in life are intertemporal: they involve trade-offs between sooner and later outcomes. In recent years there has been a surge of interest into how people make intertemporal decisions, given that such decisions are ubiquitous in everyday life and central in domains from substance use to climate change action. While it is clear that people make decisions according to rules, intuitions and habits, they also commonly deliberate over their options, thinking through potential outcomes and reflecting on their own preferences. In this Perspective, we bring to bear recent research into the higher-order capacities that underpin deliberation-particularly those that enable people to think about the future (prospection) and their own thinking (metacognition)-to shed light on intertemporal decision-making. We show how a greater appreciation for these mechanisms of deliberation promises to advance our understanding of intertemporal decision-making and unify a wide range of otherwise disparate choice phenomena.
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Affiliation(s)
- Adam Bulley
- Department of Psychology, Harvard University, Cambridge, MA, USA.
- The University of Sydney, School of Psychology and Brain and Mind Centre, Sydney, NSW, Australia.
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