Insights from behavioral economics to characterize substance use involvement in adolescentsa cluster analysis

Referencias bibliográficas

• Acuff, S. F., Amlung, M., Dennhardt, A. A., MacKillop, J., & Murphy, J. G. (2020). Experimental manipulations of behavioral economic demand for addictive commodities: a meta-analysis. Addiction, 115(5), 817-831. https://doi.org/10.1111/add.14865
• Acuff, S. F., Soltis, K. E., Dennhardt, A. A., Berlin, K. S., & Murphy, J. G. (2018). Evaluating behavioral economic models of heavy drinking among college students. Alcoholism, Clinical and Experimental Research, 42(7), 1304–1314. doi: https://doi.org/10.1111/acer.13774
• Amlung, M., MacKillop, J., Monti, P. M., & Miranda, R. (2017). Elevated behavioral economic demand for alcohol in a community sample of heavy drinking smokers. Journal of Studies on Alcohol and Drugs, 78(4), 623–628. https://doi.org/10.15288/jsad.2017.78.623
• Audrain-McGovern, J., Rodriguez, D., Epstein, L. H., Cuevas, J., Rodgers, K., & Wileyto, E. P. (2009). Does delay discounting play an etiological role in smoking or is it a consequence of smoking? Drug and Alcohol Dependence, 103(3), 99–106. https://doi.org/10.1016/j.drugalcdep.2008.12.019
• Bandara, N., Wanniarachchi, S., & Mehrnoush, V. (2020). Evidence-based tobacco-control legislation on e-cigarettes is urgently needed. Canadian Medical Association Journal, 192(3), E74. https://doi.org/10.1503/cmaj.73819
• Bickel, W. K., Jarmolowicz, D. P., Mueller, E. T., & Gatchalian, K. M. (2011). The behavioral economics and neuroeconomics of reinforcer pathologies: implications for etiology and treatment of addiction. Current Psychiatry Reports, 13(5), 406–415. https://doi.org/10.1007/s11920-011-0215-1
• Bickel, W. K., Johnson, M. W., Koffarnus, M. N., MacKillop, J., & Murphy, J. G. (2014). The behavioral economics of substance use disorders: reinforcement pathologies and their repair. Annual Review of Clinical Psychology, 10(1), 641–677. https://doi.org/10.1146/annurev-clinpsy-032813-153724
• Buscemi, J., Acuff, S. F., Minhas, M., MacKillop, J., & Murphy, J. G. (2021). Identifying patterns of alcohol use and obesity related factors among emerging adults: a behavioral economic analysis. Alcoholism: Clinical and Experimental Research. Advance online publication. https://doi. org/10.1111/acer.14569
• Cassidy, R. N., Aston, E. R., Tidey, J. W., & Colby, S. M. (2020). Behavioral economic demand and delay discounting are differentially associated with cigarette dependence and use in adolescents. Addictive Behaviors, 103,106225. https://doi.org/10.1016/j.addbeh.2019.106225
• Cassidy, R. N., Bernstein, M. H., Magill, M., MacKillop, J., Murphy, J. G., & Colby, S. M. (2019). Alcohol demand moderates brief motivational intervention outcomes in underage young adult drinkers. Addictive Behaviors, 98, 106044. https://doi.org/10.1016/j.addbeh.2019.106044
• Donoghue, K., Rose, H., Boniface, S., Deluca, P., Coulton, S., Alam, M. F., Gilvarry, E., Kaner, E., Lynch, E., Maconochie, I., McArdle, P., McGovern, R., Newbury-Birch, D., Patton, R., Phillips, C. J., Phillips, T., Russell, I., Strang, J., & Drummond, C. (2017). Alcohol consumption, early-onset drinking, and health-related consequences in adolescents presenting at emergency departments in England. Journal of Adolescent Health, 60(4), 438–446. https://doi.org/10.1016/j.jadohealth.2016.11.017
• Daugherty, J. R., & Brase, G. L. (2010). Taking time to be healthy: Predicting health behaviors with delay discounting and time perspective. Personality and Individual Differences, 48, 202–207. https://doi.org/10.1016/j. paid.2009.10.007
• Dougherty, D., Charles, N., Mathias, C., Ryan, S., Olvera, R., Lian, Y., & Acheson, A. (2014). Delay discounting differentiates pre-adolescents at high and low risk for substance use disorders based on family history. Drug and Alcohol Dependence, 143, 105–111. https://doi.org/10.1016/j. drugalcdep.2014.07.012
• Fernie, G., Peeters, M., Gullo, M. J., Christiansen, P., Cole, J. C., Sumnall, H., & Field, M. (2013). Multiple behavioural impulsivity tasks predict prospective alcohol involvement in adolescents. Addiction, 108(11), 1916–1923. https://doi.org/10.1111/add.12283
• Field, M., Heather, N., Murphy, J. G, Stafford, T., Tucker, J., & Witkiewitz, K. (2020). Recovery from addiction: behavioral economics and value-based decision-making. Psychology of Addictive Behaviors, 34(1), 182-193. doi: https://doi.org/10.31234/OSF.IO/RFJWU
• González-Roz, A., García-Pérez, Á., Weidberg, S., Aonso-Diego, G., & Secades-Villa, R. (2019). Reinforcer pathology and response to contingency management for smoking cessation. Psychology of Addictive Behaviors, 34(1), 156-163. https://doi.org/10.1037/adb0000500
• González-Roz, A., Jackson, J., Murphy, C., Rohsenow, D. J., & MacKillop, J. (2019). Behavioral economic tobacco demand in relation to cigarette consumption and nicotine dependence: a meta-analysis of cross-sectional relationships. Addiction 114(11), 1926-1940. https://doi.org/10.1111/add.14736
• González-Roz, A., Secades-Villa, R., Martínez-Loredo, V., & Fernández-Hermida, J. R (2020). Aportaciones de la economía conductual a la evaluación, la prevención y el tratamiento psicológico en adicciones. Papeles del Psicólogo, 41(2), 91-98. https://doi.org/10.23923/pap.psicol2020.2922
• Joyner, K. J., Meshesha, L. Z., Dennhardt, A. A., Borsari, B., Martens, M. P., & Murphy, J. G. (2019). High opportunity cost demand as an indicator of weekday drinking and distinctly severe alcohol problems: a behavioral economic analysis. Alcoholism, Clinical and Experimental Research, 43(12), 2607–2619. https://doi.org/10.1111/acer.14206
• Kaplan, B. A., Amlung, M., Reed, D. D., Jarmolowicz, D. P., McKerchar, T. L., & Lemley, S. M. (2016). Automating scoring of delay discounting for the 21- and 27-item monetary choice questionnaires. Behavior Analyst, 39(2), 293–304. https://doi.org/10.1007/s40614-016-0070-9
• Keyes, K. M., Rutherford, C., & Miech, R. (2020). Historical trends in the grade of onset and sequence of cigarette, alcohol, and marijuana use among adolescents from 1976-2016: implications for “Gateway” patterns in adolescence. Drug and Alcohol Dependence, 194, 51–58. https://doi. org/10.1016/j.drugalcdep.2018.09.015
• Khurana, A., Romer, D., Betancourt, L. M., Brodsky, N. L., Giannetta, J. M., & Hurt, H. (2015). Experimentation versus progression in adolescent drug use: a test of an emerging neurobehavioral imbalance model. Development and Psychopathology, 27(3), 901–913. https://doi.org/10.1017/ S0954579414000765
• Kirby, K. N., & Herrnstein, R. J. (1995). Preference reversals due to myopic discounting of delayed reward. Psychological Science, 6, 83–89. https://doi. org/ 10.2307/40062992
• Kiselica, A., Webber, T., & Bornovalova, M. (2016). Validity of the alcohol purchase task: a meta-analysis. Addiction, 111(5), 806–816. https://doi. org/10.1111/add.13254
• Koffarnus, M. N., Franck, C. T., Stein, J. S., & Bickel, W. K. (2015). A modified exponential behavioral economic demand model to better describe consumption data. Experimental and Clinical Psychopharmacology, 23(6), 504-512. https://doi.org/10.1037/pha0000045
• Krishnan-Sarin, S., Reynolds, B., Duhig, A. M., Smith, A., Liss, T., McFetridge, A., Cavallo, D. A., Carroll, K. M., & Potenza, M. N. (2007). Behavioral impulsivity predicts treatment outcome in a smoking cessation program for adolescent smokers.  Drug and alcohol dependence,  88(1), 79–82. https://doi.org/10.1016/j.drugalcdep.2006.09.006
• Lemley, S. M., Kaplan, B. A., Reed, D. D., Darden, A. C., & Jarmolowicz, D. P. (2016). Reinforcer pathologies: predicting alcohol related problems in college drinking men and women. Drug and Alcohol Dependence, 167, 57–66. https://doi.org/10.1016/j.drugalcdep.2016.07.025
• Mackillop, J. (2016). The behavioral economics and neuroeconomics of alcohol use disorders. Alcoholism: Clinical and Experimental Research, 40(4), 672–685. https://doi.org/10.1111/acer.13004
• Martínez-Loredo, V., González-Roz, A., Secades-Villa, R., Fernández-Hermida, J. R., & MacKillop, J. (2020). Concurrent validity of the Alcohol Purchase Task for measuring the reinforcing efficacy of alcohol: an updated systematic review and meta-analysis. Addiction. Advance online publication. https://doi.org/10.1111/add.15379
• Martínez-Loredo, V., & Fernández-Hermida, J. R. (2019). Impulsivity-targeted selective preventive interventions and treatments in addictive behaviors. Revista de Psicología Clínica con Niños y Adolescentes, 6(3), 1-7. https:// doi.org/10.21134/rpcna.2019.06.2.4
• Martínez-Loredo, V., Fernández-Hermida, J. R., De La Torre-Luque, A., & Fernández-Artamendi, S. (2018a). Trajectories of impulsivity by sex predict substance use and heavy drinking. Addictive Behaviors, 85, 164–172. https://doi.org/10.1016/j.addbeh.2018.06.011
• Martínez-Loredo, V., Fernández-Hermida, J. R., De La Torre-Luque, A., & Fernández-Artamendi, S. (2018b). Polydrug use trajectories and differences in impulsivity among adolescents. International Journal of Clinical and Health Psychology, 18(3), 235–244. https://doi.org/10.1016/j. ijchp.2018.07.003
• Merrill, J. E., & Aston, E. R. (2020). Alcohol demand assessed daily: Validity, variability, and the influence of drinking-related consequences. Drug and Alcohol Dependence, 208, 107838. https://doi.org/10.1016/j.drugalcdep.2020.107838
• Minhas, M., Oshri, A., Amlung, M., Dennhardt, A., Ferro, M., Halladay, J., Munn, C., Tucker, J., Murphy, J., & MacKillop, J. (2020). Latent profile analysis of heavy episodic drinking in emerging adults: a reinforcer pathology approach.  Alcoholism, Clinical and Experimental Research,  44(10), 2130–2140. https://doi.org/10.1111/acer.14438
• Morris, V., Patel, H., Vedelago, L., Reed, D. D., Metrik, J., Aston, E., MacKillop, J., & Amlung, M. (2018). Elevated behavioral economic demand for alcohol in co-users of alcohol and cannabis. Journal of Studies on Alcohol and Drugs, 79(6), 929–934. https://doi.org/10.15288/jsad.2018.79.929
• Murphy, J. G., Dennhardt, A. A., Yurasek, A. M., Skidmore, J. R., Martens, M. P., MacKillop, J., & McDevitt-Murphy, M. E. (2015). Behavioral economic predictors of brief alcohol intervention outcomes. Journal of Consulting and Clinical Psychology, 83(6), 1033–1043. https://doi.org/10.1037/ccp0000032
• Murphy, J. G., & MacKillop, J. (2006). Relative reinforcing efficacy of alcohol among college student drinkers. Experimental and Clinical Psychopharmacology, 14(2), 219–227. https://doi.org/10.1037/1064-1297.14.2.219
• Nighbor, T. D., Zvorsky, I., Kurti, A. N., Skelly, J. M., Bickel, W. K., Reed, D. D., Naudé, G. P., & Higgins, S. T. (2019). Examining interrelationships between the Cigarette Purchase Task and delay discounting among pregnant women. Journal of the Experimental Analysis of Behavior, 111(3), 405–415. https://doi.org/10.1002/jeab.499
• Phung, Q. H., Snider, S. E., Tegge, A. N., & Bickel, W. K. (2019). Willing to work but not to wait: individuals with greater alcohol use disorder show increased delay discounting across commodities and less effort discounting for alcohol. Alcoholism, Clinical and Experimental Research, 43(5), 927–936. https://doi.org/10.1111/acer.13996
• Ramirez, J. J., Cadigan, J. M., & Lee, C. M. (2020). Behavioral economic demand for alcohol among young adults who engage in simultaneous alcohol and marijuana use. Substance Abuse, 41(2), 203-207. https://doi. org/10.1080/08897077.2019.1671939
• Reed, D., Niileksela, C., & Kaplan, B. (2013). Behavioral Economics: a tutorial for behavior analysts in practice. Behavior Analysis in Practice, 6(1), 34–54. https://doi.org/10.1007/BF03391790
• Reynolds, B. (2006). A review of delay-discounting research with humans: Relations to drug use and gambling. Behavioural Pharmacology, 17, 651–667. https://doi.org/ 10.1097/FBP.0b013e3280115f99
• Rial, A., Golpe, S., Barreiro, C., Gómez, P., & Isorna, M. (2020). The age of onset for alcohol consumption among adolescents: implications and related variables. Adicciones, 32, 52-62. https://doi.org/10.20882/adicciones.1266 
• Richardson, C. G., & Edalati, H. (2016). Application of a brief measure of delay discounting to examine the relationship between delay discounting and the initiation of substance use among adolescents. Substance Use and Misuse, 51(4), 540–544. https://doi.org/10.3109/10826084.2015.1126740
• Roma, P. G., Reed, D. D., DiGennaro Reed, F. D., & Hursh, S. R. (2017). Progress of and prospects for hypothetical purchase task questionnaires in consumer behavior analysis and public policy. Behavior Analyst, 40(2), 329–342. https://doi.org/ 10.1007/s40614-017-0100-2
• Rung, J. M., & Madden, G. J. (2018). Experimental reductions of delay discounting and impulsive choice: A systematic review and meta-analysis. Journal of Experimental Psychology. General, 147(9), 1349–1381. https:// doi.org/10.1037/xge0000462
• Scholten, H., Scheres, A., de Water, E., Graf, U., Granic, I., & Luijten, M. (2019). Behavioral trainings and manipulations to reduce delay discounting: a systematic review. Psychonomic Bulletin & Review, 26(6), 1803-1849. https://doi.org/10.3758/s13423-019-01629-2
• Sheffer, C. E., Christensen, D. R., Landes, R., Carter, L. P., Jackson, L., & Bickel, W. K. (2014). Delay discounting rates: a strong prognostic indicator of smoking relapse. Addictive Behaviors, 39(11), 1682–1689. https://doi. org/10.1016/j.addbeh.2014.04.019
• Snider, S. E., DeHart, W. B., Epstein, L. H., & Bickel, W. K. (2019). Does delay discounting predict maladaptive health and financial behaviors in smokers? Health Psychology, 38(1), 21–28. https://doi.org/10.1037/hea0000695
• Sofis, M. J., Budney, A. J., Stanger, C., Knapp, A. A., & Borodovsky, J. T. (2020). Greater delay discounting and cannabis coping motives are associated with more frequent cannabis use in a large sample of adult cannabis users. Drug and Alcohol Dependence, 207, 107820. https://doi.org/10.1016/j. drugalcdep.2019.107820
• Soneji, S., Barrington-Trimis, J. L., Wills, T. A., Leventhal, A. M., Unger, J. B., Gibson, L. A., Yang, J., Primack, B. A., Andrews, J. A., Miech, R. A., Spindle, T. R., Dick, D. M., Eissenberg, T., Hornik, R. C., Dang, R., & Sargent, J. D. (2017). Association between initial use of e-cigarettes and subsequent cigarette smoking among adolescents and young adults: a systematic review and meta-analysis. JAMA Pediatrics, 171(8), 788–797. https://doi. org/10.1001/jamapediatrics.2017.1488
• Spear, L. P. (2018). Effects of adolescent alcohol consumption on the brain and behaviour. Nature Reviews Neuroscience, 19(4), 197–214. https://doi. org/10.1038/nrn.2018.10
• Stein, J. S., Koffarnus, M. N., Snider, S. E., Quisenberry, A. J., & Bickel, W. K. (2015). Identification and management of nonsystematic purchase task data: toward best practice. Experimental and Clinical Psychopharmacology, 23(5), 377-386. https://doi.org/10.1037/pha0000020
• Strickland, J. C, Alcorn, J. L., & Stoops, W. W. (2019). Using behavioral economic variables to predict future alcohol use in a crowdsourced sample. Journal of Psychopharmacology, 33(7), 779–790. https://doi. org/10.1177/0269881119827800
• Strickland, J. C., Campbell, E. M., Lile, J. A., & Stoops, W. W. (2019). Utilizing the commodity purchase task to evaluate behavioral economic demand for illicit substances: a review and meta-analysis. Addiction, 115, 393-406. https://doi.org/10.1111/add.14792
• Tabachnick, B. G., & Fidell, L. S. (2000). Using multivariate statistics. Boston, US: Allyn and Bacon.
• Verdejo-García, A., Lawrence, A. J., & Clark, L. (2008). Impulsivity as a vulnerability marker for substance-use disorders: review of findings from high-risk research, problem gamblers and genetic association studies. Neuroscience and Biobehavioral Reviews, 32, 777–810. https://doi. org/10.1016/j.neubiorev.2007.11.003
• Weidberg, S., Landes, R. D., López-Núñez, C., Pericot-Valverde, I., GonzálezRoz, A., Yoon, J. H., & Secades-Villa, R. (2015). Efectos del manejo de contingencias sobre el descuento por demora en pacientes que reciben tratamiento para dejar de fumar. Psicothema, 27(4), 309–316. https://doi. org/10.7334/psicothema2015.184
• Weidberg, S., Secades-Villa, R., García-Pérez, Á., González-Roz, A., & Fernández-Hermida, J. R. (2019). The synergistic effect of cigarette demand and delay discounting on nicotine dependence among treatment-seeking smokers. Experimental and Clinical Psychopharmacology, 27(2), 146–152. https://doi.org/10.1037/pha0000248
• Weidberg, S., Vallejo-Seco, G., González-Roz, A., García-Pérez, & Secades-Villa, R. (2018). In-treatment cigarette demand among treatment-seeking smokers with depressive symptoms. Addictive Behaviors, 82, 35–43. https://doi.org/ 10.1016/j.addbeh.2018.02.022
• White, A., & Hingson, R. (2014). The burden of alcohol use: excessive alcohol consumption and related consequences among college students. Alcohol Research: Current Reviews, 35(2), 201–218.
• Yuresak, A. M., Murphy, J. G., Clawson, A. H., Dennhardt, A. A., & MacKillop, J. (2013). Smokers report greater demand for alcohol on a behavioral economic purchase task. Journal of Studies on Alcohol and Drugs, 74(4), 626–634. https://doi.org/10.15288/jsad.2013.74.626
• Zvorsky, I., Nighbor, T. D., Kurti, A. N., DeSarno, M., Naude, G., Reed, D. D., & Higgins, S. T. (2019). Sensitivity of hypothetical purchase task indices when studying substance use: a systematic literature review. Preventive Medicine, 128, 105789. https://doi.org/10.1016/j.ypmed.2019.105789