The role of stress-reactivity, stress-recovery and risky decision-making in psychosocial stress-induced alcohol consumption in social drinkers

James M Clay, Matthew O Parker, James M Clay, Matthew O Parker

Abstract

Rationale: Chronic alcohol misuse can escalate into alcohol use disorder (AUD). The causal mechanisms through which recreational social drinking develops into compulsive uncontrolled alcohol misuse are multifaceted. For example, stress is an important risk factor that influences alcohol craving in both healthy and addicted individuals. In addition, those that are high in impulsivity/risk taking drink more and are at greater risk of developing addiction. At present, however, it is not possible accurately to predict those at risk of escalation in alcohol use, or of developing AUD.

Objectives: The aim of this study was to investigate how underlying physiological and personality traits affect stress-induced craving for, and consumption of, alcohol, in a sample of social drinkers. The primary hypothesis was that impulsivity/risk-taking would modulate stress-induced alcohol craving and consumption.

Methods: Thirty-nine participants (22 male and 17 female; mean age = 23.92 years [SD = 4.90]) were randomly allocated to 'stress' and 'no-stress' groups; in the stress group, participants took part in the Trier Social Stress Test (TSST). Participants completed several questionnaires and computer tasks in order to assess prior alcohol use, impulsivity/risk-taking, stress-reactivity, craving and physiological biomarkers of stress. Finally, participants completed a voluntary drinking task, in which increasing numbers of presses on a computer keyboard were reinforced with 5-ml shots of 37% ABV vodka (plus mixer).

Results: Participants exposed to the TSST showed an increase in craving following the stressor. Several factors predicted voluntary drinking, including risky decision making, slow HR recovery from stress, poor vagal tone during recovery from stress and greater stress reactivity. Surprisingly, we found no correlation between craving and consumption.

Conclusions: Our data suggest that variation in physiological stress parameters and poor decision-making abilities increase risk of stress-induced alcohol consumption. This may provide a useful translational framework through which we can further study early predictive markers for the shift between controlled recreational drinking to uncontrolled alcohol misuse, including AUD.

Keywords: Addiction; Alcohol; Endophenotypes; Impulsivity; Incentive sensitization; Iowa gambling task; Risk-taking; Social drinking; Stress; Substance abuse.

Conflict of interest statement

The authors declare that they have no conflict of interest.

Figures

Fig. 1
Fig. 1
Screenshots of the approach avoidance task administered to participants. AAT Approach Avoidance Task
Fig. 2
Fig. 2
Mean (± SEM) change (post-intervention − pre-intervention) Desires for Alcohol Questionnaire (DAQ) scores (higher score = higher desire) in ‘stress’ and ‘no-stress’ groups. *p ≤ 0.05
Fig. 3
Fig. 3
Mean (± SEM) change in physiological arousal (heart rate) prior to, during and following the intervention in both ‘stress’ and ‘no-stress’ groups. BPM beats per minute. **p ≤ 0.01

References

    1. American Psychiatric Association . Diagnostic and statistical manual of mental disorders. American journal of psychiatry. 5. Washington, D.C.: Association, American Psychiatric; 2013. Cautionary Statement for Forensic Use of DSM-5.
    1. Arnett J. Sensation seeking: a new conceptualization and a new scale. Personal Individ Differ. 1994;16(2):289–296. doi: 10.1016/0191-8869(94)90165-1.
    1. Babor TF, Higgins-Biddle JC, Saunders JB, Monteiro MG (2001) The alcohol use disorders identification test guidelines for use in primary care, 2nd edn. World Health Organisation
    1. Barry D, Petry NM. Predictors of decision-making on the Iowa gambling task: independent effects of lifetime history of substance use disorders and performance on the trail making test. Brain Cogn. 2008;66(3):243–252. doi: 10.1016/J.BANDC.2007.09.001.
    1. Bechara A, Damasio AR, Damasio H, Anderson SW. Insensitivity to future consequences following damage to human prefrontal cortex. Cognition. 1994;50(1–3):7–15. doi: 10.1016/0010-0277(94)90018-3.
    1. Belin D, Jonkman S, Dickinson A, Robbins TW, Everitt BJ. Parallel and interactive learning processes within the basal ganglia: relevance for the understanding of addiction. Behav Brain Res. 2009;199(1):89–102. doi: 10.1016/J.BBR.2008.09.027.
    1. Berridge KC, Robinson TE. Liking, wanting, and the incentive-sensitization theory of addiction. Am Psychol. 2016;71(8):670–679. doi: 10.1037/amp0000059.
    1. Bolla K, Eldreth D, London E, Kiehl K, Mouratidis M, Contoreggi C, et al. Orbitofrontal cortex dysfunction in abstinent cocaine abusers performing a decision-making task. NeuroImage. 2003;19(3):1085–1094. doi: 10.1016/S1053-8119(03)00113-7.
    1. Bowden-Jones H, McPhillips M, Rogers R, Hutton S, Joyce E. Risk-taking on tests sensitive to ventromedial prefrontal cortex dysfunction predicts early relapse in alcohol dependency: a pilot study. J Neuropsychiatr Clin Neurosci. 2005;17(3):417–420. doi: 10.1176/jnp.17.3.417.
    1. Burdick JD, Roy AL, Raver CC. Evaluating the Iowa gambling task as a direct assessment of impulsivity with low-income children. Personal Individ Differ. 2013;55(7):771–776. doi: 10.1016/j.paid.2013.06.009.
    1. Bush K, Kivlahan DR, McDonell MB, Fihn SD, Bradley KA. The AUDIT alcohol consumption questions (AUDIT-C): an effective brief screening test for problem drinking. Arch Intern Med. 1998;158(16):1789–1795. doi: 10.1001/archinte.158.16.1789.
    1. Chatterton RT, Vogelsong KM, Lu Y, Ellman AB, Hudgens GA. Salivary α-amylase as a measure of endogenous adrenergic activity. Clin Physiol. 1996;16(4):433–448. doi: 10.1111/j.1475-097X.1996.tb00731.x.
    1. Clay JM, Adams C, Archer P, English M, Hyde A, Stafford LD, Parker MO. Psychosocial stress increases craving for alcohol in social drinkers: effects of risk-taking. Drug Alcohol Depend. 2018;185:192–197. doi: 10.1016/j.drugalcdep.2017.12.021.
    1. Cleck JN, Blendy JA. Making a bad thing worse: adverse effects of stress on drug addiction. J Clin Invest. 2008;118(2):454–461. doi: 10.1172/JCI33946.
    1. Cranford JA, McCabe SE, Boyd CJ. A new measure of binge drinking: prevalence and correlates in a probability sample of undergraduates. Alcohol Clin Exp Res. 2006;30(11):1896–1905. doi: 10.1111/j.1530-0277.2006.00234.x.
    1. Daniel M, Moore DS, Decker S, Belton L, DeVellis B, Doolen A, Campbell MK. Associations among education, cortisol rhythm, and BMI in blue-collar women*. Obesity. 2006;14(2):327–335. doi: 10.1038/oby.2006.42.
    1. Dickerson SS, Kemeny ME. Acute stressors and cortisol responses: a theoretical integration and synthesis of laboratory research. Psychol Bull. 2004;130(3):355–391. doi: 10.1037/0033-2909.130.3.355.
    1. Dorn LD, Lucke JF, Loucks TL, Berga SL. Salivary cortisol reflects serum cortisol: analysis of circadian profiles. Ann Clin Biochem. 2007;44(Pt 3):281–284. doi: 10.1258/000456307780480954.
    1. Dunn BD, Dalgleish T, Lawrence AD. The somatic marker hypothesis: a critical evaluation. Neurosci Biobehav Rev. 2006;30(2):239–271. doi: 10.1016/J.NEUBIOREV.2005.07.001.
    1. Eatough EM, Shirtcliff EA, Hanson JL, Pollak SD. Hormonal reactivity to MRI scanning in adolescents. Psychoneuroendocrinology. 2009;34(8):1242–1246. doi: 10.1016/J.PSYNEUEN.2009.03.006.
    1. Everitt BJ, Robbins TW. Neural systems of reinforcement for drug addiction: from actions to habits to compulsion. Nat Neurosci. 2005;8(11):1481–1489. doi: 10.1038/nn1579.
    1. Fein G, Klein L, Finn P. Impairment on a simulated gambling task in long-term abstinent alcoholics. Alcohol Clin Exp Res. 2004;28(10):1487–1491. doi: 10.1097/01.ALC.0000141642.39065.9B.
    1. Fernie G, Cole JC, Goudie AJ, Field M. Risk-taking but not response inhibition or delay discounting predict alcohol consumption in social drinkers. Drug Alcohol Depend. 2010;112(1–2):54–61. doi: 10.1016/j.drugalcdep.2010.05.011.
    1. Field M, Powell H. Stress increases attentional bias for alcohol cues in social drinkers who drink to cope. Alcohol Alcohol. 2007;42(6):560–566. doi: 10.1093/alcalc/agm064.
    1. Field M, Quigley M. Mild stress increases attentional bias in social drinkers who drink to cope: a replication and extension. Exp Clin Psychopharmacol. 2009;17(5):312–319. doi: 10.1037/a0017090.
    1. Gottesman II, Gould TD. The Endophenotype concept in psychiatry: etymology and strategic intentions. Am J Psychiatr. 2003;160(4):636–645. doi: 10.1176/appi.ajp.160.4.636.
    1. Harris RA, Koob GF. The future is now: a 2020 view of alcoholism research. Neuropharmacology. 2017;122:1–2. doi: 10.1016/j.neuropharm.2017.06.001.
    1. Hasin DS, Stinson FS, Ogburn E, Grant BF. Prevalence, correlates, disability, and comorbidity of DSM-IV alcohol abuse and dependence in the United States. Arch Gen Psychiatry. 2007;64(7):830–842. doi: 10.1001/archpsyc.64.7.830.
    1. Heather N. Addiction and choice: rethinking the relationship. Oxford: Oxford University Press; 2017. Overview of addiction as a disorder of choice and future prospects; pp. 463–482.
    1. Heather Nick, Best David, Kawalek Anna, Field Matt, Lewis Marc, Rotgers Frederick, Wiers Reinout W., Heim Derek. Challenging the brain disease model of addiction: European launch of the addiction theory network. Addiction Research & Theory. 2017;26(4):249–255. doi: 10.1080/16066359.2017.1399659.
    1. Hermann D, Leménager T, Gelbke J, Welzel H, Skopp G, Mann K. Decision making of heavy cannabis users on the Iowa gambling task: stronger association with THC of hair analysis than with personality traits of the tridimensional personality questionnaire. Eur Addict Res. 2009;15(2):94–98. doi: 10.1159/000189788.
    1. Het S, Rohleder N, Schoofs D, Kirschbaum C, Wolf OT. Neuroendocrine and psychometric evaluation of a placebo version of the “Trier social stress test”. Psychoneuroendocrinology. 2009;34(7):1075–1086. doi: 10.1016/j.psyneuen.2009.02.008.
    1. Heyman G. Addiction : a disorder of choice. Cambridge: Harvard University Press; 2009.
    1. Ingjaldsson JT, Laberg JC, Thayer JF. Reduced heart rate variability in chronic alcohol abuse: relationship with negative mood, chronic thought suppression, and compulsive drinking. Biol Psychiatry. 2003;54(12):1427–1436. doi: 10.1016/S0006-3223(02)01926-1.
    1. Kelly MM, Tyrka AR, Anderson GM, Price LH, Carpenter LL. Sex differences in emotional and physiological responses to the Trier social stress test. J Behav Ther Exp Psychiatry. 2008;39(1):87–98. doi: 10.1016/J.JBTEP.2007.02.003.
    1. Kirschbaum C, Pirke KM, Hellhammer DH. The ‘Trier social stress test’--a tool for investigating psychobiological stress responses in a laboratory setting. Neuropsychobiology. 1993;28(1–2):76–81. doi: 10.1159/000119004.
    1. Kirschbaum C, Pirke K-M, Hellhammer DH. The ‘Trier social stress test’ – a tool for investigating psychobiological stress responses in a laboratory setting. Neuropsychobiology. 2008;28:76–81. doi: 10.1159/000119004.
    1. Koob G. Drug Addiction, Dysregulation of Reward, and Allostasis. Neuropsychopharmacology. 2001;24(2):97–129. doi: 10.1016/S0893-133X(00)00195-0.
    1. Koob GF. A role for brain stress systems in addiction. Neuron. 2008;59(1):11–34. doi: 10.1016/J.NEURON.2008.06.012.
    1. Koob G, Kreek MJ. Stress, dysregulation of drug reward pathways, and the transition to drug dependence. Am J Psychiatr. 2007;164(8):1149–1159. doi: 10.1176/appi.ajp.2007.05030503.
    1. Koob GF, Ahmed SH, Boutrel B, Chen SA, Kenny PJ, Markou A, et al. Neurobiological mechanisms in the transition from drug use to drug dependence. Neurosci Biobehav Rev. 2004;27(8):739–749. doi: 10.1016/j.neubiorev.2003.11.007.
    1. Kramer JR, Chan G, Hesselbrock VM, Kuperman S, Bucholz KK, Edenberg HJ, et al. A principal components analysis of the abbreviated desires for alcohol questionnaire (DAQ) J Stud Alcohol Drugs. 2010;71(1):150–155. doi: 10.15288/JSAD.2010.71.150.
    1. Kreek MJ, Koob GF. Drug dependence: stress and dysregulation of brain reward pathways. Drug Alcohol Depend. 1998;51(1–2):23–47. doi: 10.1016/S0376-8716(98)00064-7.
    1. Kroenke K, Spitzer RL, Williams JBW, Löwe B. An ultra-brief screening scale for anxiety and depression: the PHQ–4. Psychosomatics. 2009;50(6):613–621. doi: 10.1016/S0033-3182(09)70864-3.
    1. Lawrence AJ, Luty J, Bogdan NA, Sahakian BJ, Clark L. Impulsivity and response inhibition in alcohol dependence and problem gambling. Psychopharmacology. 2009;207(1):163–172. doi: 10.1007/s00213-009-1645-x.
    1. Lejuez CW, Read JP, Kahler CW, Richards JB, Ramsey SE, Stuart GL, et al. Evaluation of a behavioral measure of risk taking: the balloon analogue risk task (BART) J Exp Psychol Appl. 2002;8(2):75–84. doi: 10.1037/1076-898X.8.2.75.
    1. Lipszyc J, Schachar R. Inhibitory control and psychopathology: a meta-analysis of studies using the stop signal task. J Int Neuropsychol Soc. 2010;16(6):1064–1076. doi: 10.1017/S1355617710000895.
    1. Litt MD, Cooney NL, Morse P. Reactivity to alcohol-related stimuli in the laboratory and in the field: predictors of craving in treated alcoholics. Addiction. 2000;95(6):889–900. doi: 10.1046/j.1360-0443.2000.9568896.x.
    1. Logan GD, Schachar RJ, Tannock R. Impulsivity and inhibitory control. Psychol Sci. 1997;8(1):60–64. doi: 10.1111/j.1467-9280.1997.tb00545.x.
    1. Magid V, MacLean MG, Colder CR. Differentiating between sensation seeking and impulsivity through their mediated relations with alcohol use and problems. Addict Behav. 2007;32(10):2046–2061. doi: 10.1016/j.addbeh.2007.01.015.
    1. McGrath Elly, Jones Andrew, Field Matt. Acute stress increases ad-libitum alcohol consumption in heavy drinkers, but not through impaired inhibitory control. Psychopharmacology. 2016;233(7):1227–1234. doi: 10.1007/s00213-016-4205-1.
    1. Oswald LM, Zandi P, Nestadt G, Potash JB, Kalaydjian AE, Wand GS. Relationship between cortisol responses to stress and personality. Neuropsychopharmacology. 2006;31(7):1583–1591. doi: 10.1038/sj.npp.1301012.
    1. Patton JH, Stanford MS, Barratt ES. Factor Stucture of the Barratt impulsiveness scale. J Clin Psychol. 1995;51:768–774. doi: 10.1002/1097-4679(199511)51:6<768::AID-JCLP2270510607>;2-1.
    1. Peirce JW. PsychoPy—psychophysics software in python. J Neurosci Methods. 2007;162(1–2):8–13. doi: 10.1016/J.JNEUMETH.2006.11.017.
    1. Peirce JW (2008) Generating stimuli for neuroscience using PsychoPy. Front Neuroinform 2(10). 10.3389/neuro.11.010.2008
    1. Rasmussen DD, Wilkinson CW, Raskind MA. Chronic daily ethanol and withdrawal: 6. Effects on rat sympathoadrenal activity during “abstinence”. Alcohol. 2006;38(3):173–177. doi: 10.1016/j.alcohol.2006.06.007.
    1. Rechlin T, Orbes I, Weis M, Kaschka WP. Autonomic cardiac abnormalities in alcohol-dependent patients admitted to a psychiatric department. Clin Auton Res. 1996;6(2):119–122. doi: 10.1007/BF02291234.
    1. Rehm J, Mathers C, Popova S, Thavorncharoensap M, Teerawattananon Y, Patra J. Global burden of disease and injury and economic cost attributable to alcohol use and alcohol-use disorders. Lancet. 2009;373(9682):2223–2233. doi: 10.1016/S0140-6736(09)60746-7.
    1. Rinck M, Becker ES. Approach and avoidance in fear of spiders. J Behav Ther Exp Psychiatry. 2007;38(2):105–120. doi: 10.1016/j.jbtep.2006.10.001.
    1. Robinson TE, Berridge KC. The neural basis of drug craving: an incentive-sensitization theory of addiction. Brain Res Rev. 1993;18(3):247–291. doi: 10.1016/0165-0173(93)90013-P.
    1. Robinson TE, Berridge KC. The psychology and neurobiology of addiction: an incentive-sensitization view. Addiction. 2000;95(8s2):91–117. doi: 10.1046/j.1360-0443.95.8s2.19.x.
    1. Robinson TE, Berridge KC. The incentive sensitization theory of addiction: some current issues. Philos Trans R Soc B. 2008;363(1507):3137–3146. doi: 10.1098/rstb.2008.0093.
    1. Salemink E, van Lier PAC, Meeus W, Raaijmakers SF, Wiers RW. Implicit alcohol-relaxation associations in frequently drinking adolescents with high levels of neuroticism. Addict Behav. 2015;45:8–13. doi: 10.1016/j.addbeh.2015.01.002.
    1. Saunders JB, Assland OG, Babor TF, De La Fuente JR, Grant M. Development of the alcohol use disorders identification test (AUDIT): WHO collaborative project on early detection of persons with harmful alcohol consumption-II. Addiction. 1993;88(6):791–804. doi: 10.1111/j.1360-0443.1993.tb02093.x.
    1. Schneekloth Terry D., Biernacka Joanna M., Hall-Flavin Daniel K., Karpyak Victor M., Frye Mark A., Loukianova Larissa L., Stevens Susanna R., Drews Maureen S., Geske Jennifer R., Mrazek David A. Alcohol Craving as a Predictor of Relapse. The American Journal on Addictions. 2012;21:S20–S26. doi: 10.1111/j.1521-0391.2012.00297.x.
    1. Shively CA, Mietus JE, Grant KA, Goldberger AL, Bennett AJ, Willard SL. Effects of chronic moderate alcohol consumption and novel environment on heart rate variability in primates (Macaca fascicularis) Psychopharmacology. 2007;192(2):183–191. doi: 10.1007/s00213-007-0709-z.
    1. Sinha R. How does stress increase risk of drug abuse and relapse? Psychopharmacology. 2001;158:343–359. doi: 10.1007/s002130100917.
    1. Sinha R. How does stress lead to risk of alcohol relapse? Alcohol Res. 2012;34(4):432–440. doi: 10.1016/j.pestbp.2011.02.012.Investigations.
    1. Sinha R, Fox HC, Hong KA, Hansen J, Tuit K, Kreek MJ. Effects of adrenal sensitivity, stress- and cue-induced craving, and anxiety on subsequent alcohol relapse and treatment outcomes. Arch Gen Psychiatry. 2011;68(9):942–952. doi: 10.1001/archgenpsychiatry.2011.49.
    1. Skinner H a, Allen B a. Alcohol dependence syndrome: measurement and validation. J Abnorm Psychol. 1982;91(3):199–209. doi: 10.1037/0021-843X.91.3.199.
    1. Solanto Mary V., Abikoff Howard, Sonuga-Barke Edmund, Schachar Russell, Logan Gordon D., Wigal Tim, Hechtman Lily, Hinshaw Stephen, Turkel Elihu. Journal of Abnormal Child Psychology. 2001;29(3):215–228. doi: 10.1023/A:1010329714819.
    1. Steingroever Helen, Wetzels Ruud, Horstmann Annette, Neumann Jane, Wagenmakers Eric-Jan. Performance of healthy participants on the Iowa Gambling Task. Psychological Assessment. 2013;25(1):180–193. doi: 10.1037/a0029929.
    1. Stockwell T, Murphy D, Hodgson R. The severity of alcohol dependence questionnaire: its use, reliability and validity. Br J Addict. 1983;78(2):145–155. doi: 10.1111/j.1360-0443.1983.tb05502.x.
    1. Stoet G. PsyToolkit: a software package for programming psychological experiments using Linux. Behav Res Methods. 2010;42(4):1096–1104. doi: 10.3758/BRM.42.4.1096.
    1. Stoet G. PsyToolkit. Teach Psychol. 2017;44(1):24–31. doi: 10.1177/0098628316677643.
    1. Stone AA, Schwartz JE, Smyth J, Kirschbaum C, Cohen S, Hellhammer D, Grossman S. Individual differences in the diurnal cycle of salivary free cortisol: a replication of flattened cycles for some individuals. Psychoneuroendocrinology. 2001;26(3):295–306. doi: 10.1016/S0306-4530(00)00057-3.
    1. Tarvainen MP, Niskanen J-P, Lipponen JA, Ranta-aho PO, Karjalainen PA. Kubios HRV – heart rate variability analysis software. Comput Methods Prog Biomed. 2014;113(1):210–220. doi: 10.1016/J.CMPB.2013.07.024.
    1. Teesson Maree, Hall Wayne, Slade Tim, Mills Katherine, Grove Rachel, Mewton Louise, Baillie Andrew, Haber Paul. Prevalence and correlates of DSM-IV alcohol abuse and dependence in Australia: findings of the 2007 National Survey of Mental Health and Wellbeing. Addiction. 2010;105(12):2085–2094. doi: 10.1111/j.1360-0443.2010.03096.x.
    1. Thayer JF, Sternberg E. Beyond heart rate variability: vagal regulation of allostatic systems. Ann N Y Acad Sci. 2006;1088(1):361–372. doi: 10.1196/annals.1366.014.
    1. Thoma MV, Kirschbaum C, Wolf JM, Rohleder N. Acute stress responses in salivary alpha-amylase predict increases of plasma norepinephrine. Biol Psychol. 2012;91(3):342–348. doi: 10.1016/J.BIOPSYCHO.2012.07.008.
    1. Verdejo-Garcia A, Benbrook A, Funderburk F, David P, Cadet J-L, Bolla KI. The differential relationship between cocaine use and marijuana use on decision-making performance over repeat testing with the Iowa gambling task. Drug Alcohol Depend. 2007;90(1):2–11. doi: 10.1016/j.drugalcdep.2007.02.004.
    1. Vezina P. Sensitization of midbrain dopamine neuron reactivity and the self-administration of psychomotor stimulant drugs. Neurosci Biobehav Rev. 2004;27:827–839. doi: 10.1016/j.neubiorev.2003.11.001.
    1. Volkow ND, Koob GF, McLellan AT. Neurobiologic advances from the brain disease model of addiction. N Engl J Med. 2016;374(4):363–371. doi: 10.1056/NEJMra1511480.
    1. Ward SJ, Läck C, Morgan D, Roberts DCS. Discrete-trials heroin self-administration produces sensitization to the reinforcing effects of cocaine in rats. Psychopharmacology. 2006;185(2):150–159. doi: 10.1007/s00213-005-0288-9.
    1. WHO (2014) Global status report on alcohol and health. World Health Organization, 1–100.
    1. Wiers RW, Cox WM, Field M, Fadardi JS, Palfai TP, Schoenmakers T, Stacy AW. The search for new ways to change implicit alcohol-related cognitions in heavy drinkers. Alcohol Clin Exp Res. 2006;30(2):320–331. doi: 10.1111/j.1530-0277.2006.00037.x.
    1. Wiers RW, Rinck M, Kordts R, Houben K, Strack F. Retraining automatic action-tendencies to approach alcohol in hazardous drinkers. Addiction. 2010;105(2):279–287. doi: 10.1111/j.1360-0443.2009.02775.x.
    1. Williams R, Aspinall R, Bellis M, Camps-Walsh G, Cramp M, Dhawan A, et al. Addressing liver disease in the UK: a blueprint for attaining excellence in health care and reducing premature mortality from lifestyle issues of excess consumption of alcohol, obesity, and viral hepatitis. Lancet. 2014;382(9958):1953–1997. doi: 10.1016/S0140-6736(14)61838-9.
    1. Wittmann M, Paulus MP. Decision making, impulsivity and time perception. Trends Cogn Sci. 2008;12(1):7–12. doi: 10.1016/J.TICS.2007.10.004.

Source: PubMed

3
Prenumerera