Laboratory method to induce state boredom increases impulsive choice in people who use cocaine and controls

References

• UNODC. World drug report 2021 United Nations publication. 2021.
   Google Scholar
• SAMSHA. Key substance use and mental health indicators in the United States: results from the 2021 National Survey on Drug Use and Health. Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration; 2022.
   Google Scholar
• Lappan SN, Brown AW, Hendricks PS. Dropout rates of in-person psychosocial substance use disorder treatments: a systematic review and meta-analysis. Addiction. 2020;115:201–17. doi:10.1111/add.14793.
   PubMed Web of Science ®Google Scholar
• Simpson DD, Joe GW, Fletcher BW, Hubbard RL, Anglin MD. A national evaluation of treatment outcomes for cocaine dependence. Arch Gen Psychiatry. 1999;56:507–14. doi:10.1001/archpsyc.56.6.507.
   PubMed Web of Science ®Google Scholar
• McLellan AT, Lewis DC, O’Brien CP, Kleber HD. Drug dependence, a chronic medical illness: implications for treatment, insurance, and outcomes evaluation. Jama. 2000;284:1689–95. doi:10.1001/jama.284.13.1689.
   PubMed Web of Science ®Google Scholar
• Kariisa M, Scholl L, Wilson N, Seth P, Hoots B. Drug overdose deaths involving cocaine and psychostimulants with abuse potential—United States, 2003–2017. Morb Mort Wkly Rep. 2019;68:388. doi:10.15585/mmwr.mm6817a3.
   PubMed Web of Science ®Google Scholar
• SAMHSA. Treatment for stimulant use disorders. Rockville (MD): Substance Abuse and Mental Health Services Administration; 2021.
   Google Scholar
• Goldstein RZ, Tomasi D, Alia-Klein N, Cottone LA, Zhang L, Telang F, Volkow ND. Subjective sensitivity to monetary gradients is associated with frontolimbic activation to reward in cocaine abusers. Drug Alcohol Depen. 2007;87:233–40. doi:10.1016/j.drugalcdep.2006.08.022.
   PubMed Web of Science ®Google Scholar
• Saddoris MP, Sugam JA, Carelli RM. Prior cocaine experience impairs normal phasic dopamine signals of reward value in accumbens shell. Neuropsychopharmacology. 2017;42:766–73. doi:10.1038/npp.2016.189.
   PubMed Web of Science ®Google Scholar
• Bolla KI, Eldreth D, London E, Kiehl K, Mouratidis M, Contoreggi C, Matochik J, Kurian V, Cadet J, Kimes A. Orbitofrontal cortex dysfunction in abstinent cocaine abusers performing a decision-making task. Neuroimage. 2003;19:1085–94. doi:10.1016/S1053-8119(03)00113-7.
   PubMed Web of Science ®Google Scholar
• Geng X, Hu Y, Gu H, Salmeron BJ, Adinoff B, Stein EA, Yang Y. Salience and default mode network dysregulation in chronic cocaine users predict treatment outcome. Brain. 2017;140:1513–24. doi:10.1093/brain/awx036.
   PubMed Web of Science ®Google Scholar
• Bechara A. Decision making, impulse control and loss of willpower to resist drugs: a neurocognitive perspective. Nat Neurosci. 2005;8:1458–63. doi:10.1038/nn1584.
   PubMed Web of Science ®Google Scholar
• Cox DJ, Dolan SB, Johnson P, Johnson MW. Delay and probability discounting in cocaine use disorder: comprehensive examination of money, cocaine, and health outcomes using gains and losses at multiple magnitudes. Exp Clin Psychopharmacol. 2020;28:724–38. doi:10.1037/pha0000341.
   PubMed Web of Science ®Google Scholar
• Johnson MW, Bruner NR, Johnson PS. Cocaine dependent individuals discount future rewards more than future losses for both cocaine and monetary outcomes. Addict Behav. 2015;40:132–36. doi:10.1016/j.addbeh.2014.08.011.
   PubMed Web of Science ®Google Scholar
• Odum AL. Delay discounting: I’m a k, you’re a k. J Exp Anal Behav. 2011;96:427–39. doi:10.1901/jeab.2011.96-423.
   PubMed Web of Science ®Google Scholar
• Reynolds B. A review of delay-discounting research with humans: relations to drug use and gambling. Behav Pharmacol. 2006;17:651–67. doi:10.1097/FBP.0b013e3280115f99.
   PubMed Web of Science ®Google Scholar
• Teuscher U, Mitchell SH. Relation between time perspective and delay discounting: a literature review. Psychol Rec. 2011;61:613–32. doi:10.1007/BF03395780.
   Web of Science ®Google Scholar
• Stevens L, Verdejo-García A, Goudriaan AE, Roeyers H, Dom G, Vanderplasschen W. Impulsivity as a vulnerability factor for poor addiction treatment outcomes: a review of neurocognitive findings among individuals with substance use disorders. J Subst Abuse Treat. 2014;47:58–72. doi:10.1016/j.jsat.2014.01.008.
   PubMed Web of Science ®Google Scholar
• Odum AL, Becker RJ, Haynes JM, Galizio A, Frye CCJ, Downey H, Friedel JE, Perez DM. Delay discounting of different outcomes: review and theory. J Exp Anal Behav. 2020;113:657–79. doi:10.1002/jeab.589.
   PubMed Web of Science ®Google Scholar
• Gardner MP, Wansink B, Kim J, Park S-B. Better moods for better eating?: how mood influences food choice. J Consum Psychol. 2014;24:320–35. doi:10.1016/j.jcps.2014.01.002.
   Web of Science ®Google Scholar
• Hirsh JB, Guindon A, Morisano D, Peterson JB. Positive mood effects on delay discounting. Emotion. 2010;10:717. doi:10.1037/a0019466.
   PubMed Web of Science ®Google Scholar
• Koff E, Lucas M. Mood moderates the relationship between impulsiveness and delay discounting. Pers Indiv Differ. 2011;50:1018–22. doi:10.1016/j.paid.2011.01.016.
   Web of Science ®Google Scholar
• Forest FM, Angell AC, Parkins JR, MacKendrick NA. Beyond boredom: contributing factors to substance abuse in Hinton, Alberta. 2006.
   Google Scholar
• Corvinelli A. Boredom in recovery for adult substance users with HIV/AIDS attending an urban day treatment program. Occup Ther Mental Health. 2010;26:99–130. doi:10.1080/01642121003735780.
   Google Scholar
• Smolkin N. The relationship between boredom and relapse in substance use disorder recovery. ProQuest Information & Learning. Vol. 80; 2019.
   Google Scholar
• German D, Latkin CA. Boredom, depressive symptoms, and HIV risk behaviors among urban injection drug users. AIDS Behav. 2012;16:2244–50. doi:10.1007/s10461-012-0247-5.
   PubMed Web of Science ®Google Scholar
• Preston KL, Vahabzadeh M, Schmittner J, Lin J-L, Gorelick DA, Epstein DH. Cocaine craving and use during daily life. Psychopharmacology. 2009;207:291–301. doi:10.1007/s00213-009-1655-8.
   PubMed Web of Science ®Google Scholar
• Eastwood JD, Frischen A, Fenske MJ, Smilek D. The unengaged mind: defining boredom in terms of attention. Respect Psychol Sci. 2012;7:482–95. doi:10.1177/1745691612456044.
   Web of Science ®Google Scholar
• Danckert J, Merrifield C. Boredom, sustained attention and the default mode network. Exp Brain Res. 2018;236:2507–18. doi:10.1007/s00221-016-4617-5.
   PubMed Web of Science ®Google Scholar
• Todman M. The dimensions of state boredom: frequency, duration, unpleasantness, consequences and causal attributions. Educ Res Int. 2013;1:32, 40.
   Google Scholar
• Goldberg YK, Eastwood JD, LaGuardia J, Danckert J. Boredom: an emotional experience distinct from apathy, anhedonia, or depression. J Soc Clin Psychol. 2011;30:647–66. doi:10.1521/jscp.2011.30.6.647.
   Web of Science ®Google Scholar
• Raffaelli Q, Mills C, Christoff K. The knowns and unknowns of boredom: a review of the literature. Exp Brain Res. 2018;236:2451–62. doi:10.1007/s00221-017-4922-7.
   PubMed Web of Science ®Google Scholar
• Abramson EE, Stinson SG. Boredom and eating in obese and non-obese individuals. Addict Behav. 1977;2:181–85. doi:10.1016/0306-4603(77)90015-6.
   PubMed Web of Science ®Google Scholar
• Samuels DJ, Samuels M. Low self-concept as a cause of drug abuse. J Drug Educ. 1974;4:421–38. doi:10.2190/VJHU-MRAR-NLG6-1XBH.
   Google Scholar
• Malkovsky E, Merrifield C, Goldberg Y, Danckert J. Exploring the relationship between boredom and sustained attention. Exp Brain Res. 2012;221:59–67. doi:10.1007/s00221-012-3147-z.
   PubMed Web of Science ®Google Scholar
• Sommers J, Vodanovich SJ. Boredom proneness: its relationship to psychological- and physical-health symptoms. J Clin Psychol. 2000;56:149–55. doi:10.1002/(SICI)1097-4679(200001)56:1<149:AID-JCLP14>3.0.CO;2-Y.
   PubMed Web of Science ®Google Scholar
• Carroll KM, Rounsaville BJ, Keller DS. Relapse prevention strategies for the treatment of cocaine abuse. Am J Drug Alcohol Abuse. 1991;17:249–65. doi:10.3109/00952999109027550.
   PubMed Web of Science ®Google Scholar
• Wallace BC. Psychological and environmental determinants of relapse in crack cocaine smokers. J Subst Abuse Treat. 1989;6:95–106. doi:10.1016/0740-5472(89)90036-6.
   PubMed Web of Science ®Google Scholar
• Malow RM, West JA, Williams JL, Sutker PB. Personality disorders classification and symptoms in cocaine and opioid addicts. J Consult Clin Psychol. 1989;57:765–67. doi:10.1037/0022-006X.57.6.765.
   PubMed Web of Science ®Google Scholar
• Ball SA, Carroll KM, Rounsaville BJ. Sensation seeking, substance abuse, and psychopathology in treatment-seeking and community cocaine abusers. J Consult Clin Psychol. 1994;62:1053–57. doi:10.1037/0022-006X.62.5.1053.
   PubMed Web of Science ®Google Scholar
• Palamar JJ, Griffin-Tomas M, Kamboukos D. Reasons for recent marijuana use in relation to use of other illicit drugs among high school seniors in the United States. Am J Drug Alcohol Abuse. 2015;41:323–31. doi:10.3109/00952990.2015.1045977.
   PubMed Web of Science ®Google Scholar
• Moynihan AB, Igou ER, van Tilburg WA. Boredom increases impulsiveness. Soc Psychol. 2017;48:293–309. doi:10.1027/1864-9335/a000317.
   Web of Science ®Google Scholar
• Watt JD, Vodanovich SJ. Relationship between boredom proneness and impulsivity. Psychol Rep. 1992;70:688–90. doi:10.2466/pr0.1992.70.3.688.
   PubMed Web of Science ®Google Scholar
• Pettiford J, Kozink RV, Lutz AM, Kollins SH, Rose JE, McClernon FJ. Increases in impulsivity following smoking abstinence are related to baseline nicotine intake and boredom susceptibility. Addict Behav. 2007;32:2351–57. doi:10.1016/j.addbeh.2007.02.004.
   PubMed Web of Science ®Google Scholar
• Blaszczynski A, McConaghy N, Frankova A. Boredom proneness in pathological gambling. Psychol Rep. 1990;67:35–42. doi:10.2466/pr0.1990.67.1.35.
   PubMed Web of Science ®Google Scholar
• Blaszczynski A, Nower L. A pathways model of problem and pathological gambling. Addiction. 2002;97:487–99. doi:10.1046/j.1360-0443.2002.00015.x.
   PubMed Web of Science ®Google Scholar
• Faber RJ, Christenson GA, de Zwaan M, Mitchell J. Two forms of compulsive consumption: comorbidity of compulsive buying and binge eating. J Consum Res. 1995;22:296–304. doi:10.1086/209451.
   Web of Science ®Google Scholar
• Grant JE, Potenza MN. Impulse control disorders: clinical characteristics and pharmacological management. Ann Clin Psychiatry. 2004;16:27–34. doi:10.1080/10401230490281366.
   PubMedGoogle Scholar
• Smits RR, Stein JS, Johnson PS, Odum AL, Madden GJ. Test-retest reliability and construct validity of the experiential discounting task. Exp Clin Psychopharmacol. 2013;21:155–63. doi:10.1037/a0031725.
   PubMed Web of Science ®Google Scholar
• Meda SA, Stevens MC, Potenza MN, Pittman B, Gueorguieva R, Andrews MM, Thomas AD, Muska C, Hylton JL, Pearlson GD. Investigating the behavioral and self-report constructs of impulsivity domains using principal component analysis. Behav Pharmacol. 2009;20:390. doi:10.1097/FBP.0b013e32833113a3.
   PubMed Web of Science ®Google Scholar
• Fields S, Collins C, Leraas K, Reynolds B. Dimensions of impulsive behavior in adolescent smokers and nonsmokers. Exp Clin Psychopharmacol. 2009;17:302–11. doi:10.1037/a0017185.
   PubMed Web of Science ®Google Scholar
• Foltin RW, Luba R, Chen Y, Wang Y, Evans SM. Impulsivity in cocaine users compared to matched controls: effects of sex and preferred route of cocaine use. Drug Alcohol Depen. 2021;226:108840. doi:10.1016/j.drugalcdep.2021.108840.
   PubMed Web of Science ®Google Scholar
• American Psychiatric Association. Diagnostic and statistical manual of mental disorders: DSM-5. 2013. doi:10.1176/appi.books.9780890425596.
   Google Scholar
• Liu Y, Williamson V, Setlow B, Cottler LB, Knackstedt LA. The importance of considering polysubstance use: lessons from cocaine research. Drug Alcohol Depen. 2018;192:16–28. doi:10.1016/j.drugalcdep.2018.07.025.
   PubMed Web of Science ®Google Scholar
• Lindsay JA, Stotts AL, Green CE, Herin DV, Schmitz JM. Cocaine dependence and concurrent marijuana use: a comparison of clinical characteristics. Am J Drug Alcohol Abuse. 2009;35:193–98. doi:10.1080/00952990902933860.
   PubMed Web of Science ®Google Scholar
• Bahdila D, Aldosari M, Abdullah A, Nelson JL, Hegazi F, Badamia R, Alhazmi H, Chandel T, Odani S, Vardavas CI, et al. Cocaine, polysubstance abuse, and oral health outcomes, NHANES 2009 to 2014. J Periodontol. 2020;91:1039–48.
   PubMed Web of Science ®Google Scholar
• Cornish JW, O’Brien CP. Crack cocaine abuse: an epidemic with many public health consequences. Annu Rev Public Health. 1996;17:259–73. doi:10.1146/annurev.pu.17.050196.001355.
   PubMed Web of Science ®Google Scholar
• Origer A, Le Bihan E, Baumann M, Luo X. A social gradient in fatal opioids and cocaine related overdoses? PLoS One. 2015;10:e0125568–e0125568. doi:10.1371/journal.pone.0125568.
   PubMed Web of Science ®Google Scholar
• Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC. The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59:22-33;quiz 34–57.
   Web of Science ®Google Scholar
• First MB. Structured Clinical Interview for the DSM (SCID). In: The encyclopedia of clinical psychology. New Jersey, US: John Wiley & Sons, Inc; 2015. doi:10.1002/9781118625392.wbecp351.
   Google Scholar
• Wilkinson GS, Robertson GJ. Wide Range Achievement Test (WRAT4). Lutz (FL): Psychological Assessment Resources; 2006.
   Google Scholar
• Wechsler D. Wechsler Adult Intelligence Scale–fourth edition (WAIS–IV). An Antonio, TX: NCS Pearson. 2008;22:816–27.
   Google Scholar
• Hughes JR, Higgins ST, Bickel WK. Nicotine withdrawal versus other drug withdrawal syndromes: similarities and dissimilarities. Addiction. 1994;89:1461–70. doi:10.1111/j.1360-0443.1994.tb03744.x.
   PubMed Web of Science ®Google Scholar
• Festinger L, Carlsmith JM. Cognitive consequences of forced compliance. J Abnorm Soc Psych. 1959;58:203–10. doi:10.1037/h0041593.
   PubMed Web of Science ®Google Scholar
• Markey A, Chin A, Vanepps EM, Loewenstein G. Identifying a reliable boredom induction. Percept Mot Skills. 2014;119:237–53. doi:10.2466/27.PMS.119c18z6.
   PubMed Web of Science ®Google Scholar
• Goldstein R, Woicik P, Moeller S, Telang F, Jayne M, Wong C, Wang G, Fowler J, Volkow N. Liking and wanting of drug and non-drug rewards in active cocaine users: the STRAP-R questionnaire. J Psychopharmacol. 2010;24:257–66. doi:10.1177/0269881108096982.
   PubMed Web of Science ®Google Scholar
• Harackiewicz JM, Abrahams S, Wageman R. Performance evaluation and intrinsic motivation: the effects of evaluative focus, rewards, and achievement orientation. J Pers Soc Psychol. 1987;53:1015. doi:10.1037/0022-3514.53.6.1015.
   Web of Science ®Google Scholar
• Deci EL, Ryan RM. The general causality orientations scale: self-determination in personality. J Res Pers. 1985;19:109–34. doi:10.1016/0092-6566(85)90023-6.
   Web of Science ®Google Scholar
• Reynolds B, Schiffbauer R. Measuring state changes in human delay discounting: an experiential discounting task. Behav Processes. 2004;67:343–56. doi:10.1016/S0376-6357(04)00140-8.
   PubMed Web of Science ®Google Scholar
• Shiels K, Hawk LW, Jr., Reynolds B, Mazzullo RJ, Rhodes JD, Pelham WE, Jr., Waxmonsky JG, Gangloff BP. Effects of methylphenidate on discounting of delayed rewards in attention deficit/hyperactivity disorder. Exp Clin Psychopharmacol. 2009;17:291–301. doi:10.1037/a0017259.
   PubMed Web of Science ®Google Scholar
• Reynolds B, Ortengren A, Richards JB, de Wit H. Dimensions of impulsive behavior: personality and behavioral measures. Pers Indiv Differ. 2006;40:305–15. doi:10.1016/j.paid.2005.03.024.
   Web of Science ®Google Scholar
• Johnson MW. An efficient operant choice procedure for assessing delay discounting in humans: initial validation in cocaine-dependent and control individuals. Exp Clin Psychopharmacol. 2012;20:191–204. doi:10.1037/a0027088.
   PubMed Web of Science ®Google Scholar
• Pruessner JC, Kirschbaum C, Meinlschmid G, Hellhammer DH. Two formulas for computation of the area under the curve represent measures of total hormone concentration versus time-dependent change. Psychoneuroendocrinology. 2003;28:916–31. doi:10.1016/S0306-4530(02)00108-7.
   PubMed Web of Science ®Google Scholar
• Myerson J, Green L, Warusawitharana M. Area under the curve as a measure of discounting. J Exp Anal Behav. 2001;76:235–43. doi:10.1901/jeab.2001.76-235.
   PubMed Web of Science ®Google Scholar
• Folstein MF, Luria R. Reliability, validity, and clinical application of the visual analogue mood scale. Psychol Med. 1973;3:479–86. doi:10.1017/S0033291700054283.
   PubMed Web of Science ®Google Scholar
• Koval VCC, Todman M. Induced boredom constrains mindfulness: an online demonstration. Psychol Cogn Sci Open J. 2015;1:1–9. doi:10.17140/PCSOJ-1-101.
   Google Scholar
• Roza R, Postolache O. Design of a multimodal interface based on psychophysiological sensing to identify emotion. 22nd IMEKO TC4 Symposium and 20th International Workshop on ADC Modelling and Testing, Romania; 2017. p. 1–6.
   Google Scholar
• Farmer R, Sundberg ND. Boredom proneness–the development and correlates of a new scale. J Pers Assess. 1986;50:4–17. doi:10.1207/s15327752jpa5001_2.
   PubMed Web of Science ®Google Scholar
• Gordon A, Wilkinson R, McGown A, Jovanoska S. The psychometric properties of the boredom proneness scale: an examination of its validity. Psychol Stud. 1997;42:85–97.
   Google Scholar
• Zuckerman M. Sensation seeking: beyond the optimal level of arousal. Hillsdale (NJ): Erlbaum; 1979.
   Google Scholar
• Mercer-Lynn KB, Bar RJ, Eastwood JD. Causes of boredom: the person, the situation, or both? Pers Indiv Differ. 2014;56:122–26. doi:10.1016/j.paid.2013.08.034.
   Web of Science ®Google Scholar
• Mercer KB, Eastwood JD. Is boredom associated with problem gambling behaviour? It depends on what you mean by ‘boredom’. Int Gambl Stud. 2010;10:91–104. doi:10.1080/14459791003754414.
   Google Scholar
• Mercer-Lynn KB, Hunter JA, Eastwood JD. Is trait boredom redundant? J Soc Clin Psychol. 2013;32:897–916. doi:10.1521/jscp.2013.32.8.897.
   Web of Science ®Google Scholar
• Harris PB, Houston JM, Vazquez JA, Smither JA, Harms A, Dahlke JA, Sachau DA. The Prosocial and Aggressive Driving Inventory (PADI): a self-report measure of safe and unsafe driving behaviors. Accident Anal Prev. 2014;72:1–8. doi:10.1016/j.aap.2014.05.023.
   PubMed Web of Science ®Google Scholar
• Mercer-Lynn KB, Flora DB, Fahlman SA, Eastwood JD. The measurement of boredom: differences between existing self-report scales. Assessment. 2013;20:585–96. doi:10.1177/1073191111408229.
   PubMed Web of Science ®Google Scholar
• Sobell LC, Sobell MB. Timeline follow-back. In: Litten RZ, Allen JP, editors. Measuring alcohol consumption: psychosocial and biochemical methods. Totowa (NJ): Humana Press; 1992. p. 41–72.
   Google Scholar
• Levin FR, Foltin RW, Fischman MW. Pattern of cocaine use in methadone-maintained individuals applying for research studies. J Addict Dis. 1996;15:97–106. doi:10.1300/J069v15n04_06.
   PubMed Web of Science ®Google Scholar
• Levin FR, Evans SM, Kleber HD. Prevalence of adult attention-deficit hyperactivity disorder among cocaine abusers seeking treatment. Drug Alcohol Depen. 1998;52:15–25. doi:10.1016/S0376-8716(98)00049-0.
   PubMed Web of Science ®Google Scholar
• Yoon JH, De La Garza R, 2nd, Newton TF, Suchting R, Weaver MT, Brown GS, Omar Y, Haliwa I. A comparison of Mazur’s k and area under the curve for describing steep discounters. Psychol Rec. 2017;67:355–63. doi:10.1007/s40732-017-0220-9.
   Web of Science ®Google Scholar
• Tabachnick BG, Fidell LS. Using multivariate statistics. Boston: Pearson; 2013.
   Google Scholar
• Mariani JJ, Brooks D, Haney M, Levin FR. Quantification and comparison of marijuana smoking practices: blunts, joints, and pipes. Drug Alcohol Depen. 2011;113:249–51. doi:10.1016/j.drugalcdep.2010.08.008.
   PubMed Web of Science ®Google Scholar
• Osna NA, Donohue TM, Jr, Kharbanda KK. Alcoholic liver disease: pathogenesis and current management. Alcohol Res. 2017;38:147.
   PubMed Web of Science ®Google Scholar
• Gravetter FJ, Wallnau LB. Statistics for the behavioral sciences. Belmont (CA): Wadsworth/Thomson Learning; 2004.
   Google Scholar
• Rouder JN, Speckman PL, Sun D, Morey RD, Iverson G. Bayesian t tests for accepting and rejecting the null hypothesis. Psychon Bull Rev. 2009;16:225–37. doi:10.3758/PBR.16.2.225.
   PubMed Web of Science ®Google Scholar
• van den Bergh D, Van Doorn J, Marsman M, Draws T, Van Kesteren E-J, Derks K, Dablander F, Gronau QF, Kucharský Š, Gupta ARKN. A tutorial on conducting and interpreting a Bayesian ANOVA in JASP. LAnnee psychologique. 2020;120:73–96. doi:10.3917/anpsy1.201.0073.
   Web of Science ®Google Scholar
• Seiler JP, Dan O, Tüscher O, Loewenstein Y, Rumpel S. Experienced entropy drives choice behavior in a boring decision-making task. Sci Rep. 2022;12:3162. doi:10.1038/s41598-022-06861-w.
   PubMed Web of Science ®Google Scholar
• Dal Mas DE, Wittmann BC. Avoiding boredom: caudate and insula activity reflects boredom-elicited purchase bias. Cortex. 2017;92:57–69. doi:10.1016/j.cortex.2017.03.008.
   PubMed Web of Science ®Google Scholar
• McKay JR, Rutherford MJ, Alterman AI, Cacciola JS, Kaplan MR. An examination of the cocaine relapse process. Drug Alcohol Depen. 1995;38:35–43. doi:10.1016/0376-8716(95)01098-J.
   PubMed Web of Science ®Google Scholar
• Levy MS. Listening to our clients: the prevention of relapse. J Psychoactive Drugs. 2008;40:167–72. doi:10.1080/02791072.2008.10400627.
   PubMed Web of Science ®Google Scholar
• Yücel M, Oldenhof E, Ahmed SH, Belin D, Billieux J, Bowden-Jones H, Carter A, Chamberlain SR, Clark L, Connor J, et al. A transdiagnostic dimensional approach towards a neuropsychological assessment for addiction: an international Delphi consensus study. Addiction. 2019;114:1095–109. doi:10.1111/add.14424.
   PubMed Web of Science ®Google Scholar
• Rochat L, Maurage P, Heeren A, Billieux J. Let’s open the decision-making umbrella: a framework for conceptualizing and assessing features of impaired decision making in addiction. Neuropsychol Rev. 2019;29:27–51. doi:10.1007/s11065-018-9387-3.
   PubMed Web of Science ®Google Scholar
• Taube-Schiff M, Carroll A, Flogen S. The development of a modification of behavioural activation as a solution to reduce patient boredom in a PICU: overcoming patient and staff challenges. J Psych Intensive Care. 2016;12:63–68. doi:10.20299/jpi.2016.013.
   Google Scholar
• Janner M, Delaney KR. Safety issues on British mental health wards. J Am Psychiatr Nurses Assoc. 2012;18:104–11. doi:10.1177/1078390312438552.
   PubMed Web of Science ®Google Scholar
• Scholten H, Scheres A, de Water E, Graf U, Granic I, Luijten M. Behavioral trainings and manipulations to reduce delay discounting: a systematic review. Psychon Bull Rev. 2019;26:1803–49. doi:10.3758/s13423-019-01629-2.
   PubMed Web of Science ®Google Scholar
• Vodanovich SJ, Kass SJ. Age and gender differences in boredom proneness. J Soc Behav Pers. 1990;5:297–307.
   Google Scholar
• Harmon-Jones E, Gable PA, Price TF. Does negative affect always narrow and positive affect always broaden the mind? Considering the influence of motivational intensity on cognitive scope. Curr Dir Psychol Sci. 2013;22:301–07. doi:10.1177/0963721413481353.
   Web of Science ®Google Scholar
• Goetz T, Frenzel AC, Hall NC, Nett UE, Pekrun R, Lipnevich AA. Types of boredom: an experience sampling approach. Motiv Emot. 2014;38:401–19. doi:10.1007/s11031-013-9385-y.
   Web of Science ®Google Scholar
• Bodkyn CN, Holroyd CB. Neural mechanisms of affective instability and cognitive control in substance use. Int J Psychophysiol. 2019;146:1–19. doi:10.1016/j.ijpsycho.2019.08.003.
   PubMed Web of Science ®Google Scholar
• Matthies S, Philipsen A, Svaldi J. Risky decision making in adults with ADHD. J Behav Ther Exp Psychiatry. 2012;43:938–46. doi:10.1016/j.jbtep.2012.02.002.
   PubMed Web of Science ®Google Scholar
• Fatseas M, Debrabant R, Auriacombe M. The diagnostic accuracy of attention-deficit/hyperactivity disorder in adults with substance use disorders. Curr Opin Psychiatry. 2012;25:219–25. doi:10.1097/YCO.0b013e3283523d7c.
   PubMed Web of Science ®Google Scholar
• London H, Schubert DS, Washburn D. Increase of autonomic arousal by boredom. J Abnorm Psychol. 1972;80:29. doi:10.1037/h0033311.
   PubMed Web of Science ®Google Scholar