Abstract
Drug abuse causes serious problems around the world. Thus, anti-drug material has been increasingly developed and used. However, conventional anti-drug material has until today shown insufficient effects on preventing drug abuse, especially for drug-addicted users. To this end, this study proposes a game-based anti-drug material and examines how drug-addicted people and non-drug-addicted people interact with the game-based anti-drug material. A lag sequential analysis approach was applied to analyze their different behavior patterns. The results revealed that the experience of drug addiction influenced the way individuals access drug information, complete tasks and reach goals during their gaming process. Based on the findings, some suggestions are proposed for the development of adaptive game-based anti-drug material that can accommodate the needs of drug-addicted and non-drug-addicted people to achieve the goal of universal access.









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Abraham, J., Kannampallil, T., Brenner, C., Lopez, K.D., Almoosa, K.F., Patel, B., Patel, V.L.: Characterizing the structure and content of nurse handoffs: a sequential conversational analysis approach. J. Biomed. Inform. 59, 76–88 (2016)
Allara, E., Ferri, M., Bo, A., Gasparrini, A., Faggiano, F.: (2015) Are mass-media campaigns effective in preventing drug use? A Cochrane systematic review and meta-analysis. BMJ Open 5(9):e007449
Ardito, C., Costabile, M.F., De Angeli, A., Lanzilotti, R.: Enriching archaeological parks with contextual sounds and mobile technology. ACM TOCHI 19(4), 29 (2012)
Arnaud, N., Bröning, S., Drechsel, M., Thomasius, R., Baldus, C.: Web-based screening and brief intervention for poly-drug use among teenagers: study protocol of a multicentre two-arm randomized controlled trial. BMC Public Health 12(1), 826 (2012)
Bakeman, R., Gottman, J.M.: Observing Interaction: An Introduction to Sequential Analysis, 2nd edn. Cambridge University Press, Cambridge (1997)
Berkovsky, S., Freyne, J., Coombe, M.: Physical activity motivating games: be active and get your own reward. ACM Trans. Comput. Hum. Interact. 19(4), 32 (2012)
Beveridge, T.J., Gill, K.E., Hanlon, C.A., Porrino, L.J.: Parallel studies of cocaine-related neural and cognitive impairment in humans and monkeys. Philos. Trans. R. Soc. Lond. B Biol. Sci. 363(1507), 3257–3266 (2008)
Brand, M., Roth-Bauer, M., Driessen, M., Markowitsch, H.J.: Executive functions and risky decision-making in patients with opiate dependence. Drug Alcohol Depend. (97)1, 64–72 (2008)
Brand, M., Markowitsch, H.J.: The role of prefrontal cortex in episodic memory. In: The Handbook of Episodic Memory. Amsterdam, Elsevier (2008)
Chang, C., Shih, J.L., Chang, C.K.: A mobile instructional pervasive game method for language learning. Univ. Access Inf. Soc. 16(3), 653–665 (2017)
Cheng, M.T., Annetta, L.: Students’ learning outcomes and learning experiences through playing a serious educational game. J. Biol. Educ. 46(4), 203–213 (2012)
Cheng, M.T., Annetta, L., Folta, E., Holmes, S.Y.: Drugs and the brain: learning the impact of methamphetamine abuse on the brain through a virtual brain exhibit in the museum. Int. J. Sci. Educ. 33(2), 299–319 (2011)
Chie, Q.T., Tam, C.L., Bonn, G., Wong, C.P., Dang, H.M., Khairuddin, R.: Drug abuse, relapse, prevention education in Malaysia: perspective of university students through a mixed methods approach. Front. Psychiatry 6, 65 (2015)
Daneman, M., Carpenter, P.A.: Individual differences in working memory and reading. J. Verb. Learn. Verb. Behav. 19(4), 450–466 (1980)
Eslami, M., Firoozabadi, M., Homayounvala, E.: (2017) User Preferences for Adaptive User Interfaces in Health Information Systems. Universal Access in the Information Society, pp 1–9
Fernández-Serrano, M.J., Pérez-García, M., Río-Valle, J.S., Verdejo-García, A.: Neuropsychological consequences of alcohol and drug abuse on different components of executive functions. J. Psychopharmacol. 24(9), 1317–1332 (2009)
Frank, R.G.: New estimates of drug development costs. J. Health Econ. 22(2), 325–330 (2003)
Hamari, J.: Why do people buy virtual goods? Attitude toward virtual good purchases versus game enjoyment. Int. J. Inf. Manag. 35(3), 299–308 (2015)
Hammersley, R.: Pathways through drugs and crime: desistance, trauma resilience. J. Crim. Justice 39, 268–272 (2011)
Hanson, K.L., Medina, K.L., Padula, C.B., Tapert, S.F., Brown, S.A.: Impact of adolescent alcohol and drug use on neuropsychological functioning in young adulthood: 10-year outcomes. J. Child Adolesc. Subst. Abuse 20(2), 135–154 (2011)
Hester, R., Dixon, V., Garavan, H.: A consistent attentional bias for drug-related material in active cocaine users across word and picture versions of the emotional Stroop task. Drug Alcohol Depend. 81(3), 251–257 (2006)
Klisch, Y., Bowling, K.G., Miller, L.M., Ramos, M.A.: The impact of science education games on prescription drug abuse attitudes among teens: a case study. J. Drug Educ. 43(3), 255–275 (2013)
Kirschner, P.A.: Cognitive load theory: implications of cognitive load theory on the design of learning. Learn. Instruct. 12(1), 1–10 (2002)
Ku, O., Chen, S.Y., Wu, D.H., Lao, A.C.C., Chan, T.W.: The effects of game-based learning on mathematical confidence and performance: high ability vs low ability. Educ. Technol. Soc. 17(3), 65–78 (2014)
Manning, P.: YouTube,‘drug videos’ and drugs education. Drugs Educ. Prev. Policy 20(2), 120–130 (2013)
Mayer, R.E.: (2002) Multimedia learning. Psychol. Learn. Motiv. 41, 85–139
Park, N., Lee, K.M., Jin, S.A.A., Kang, S.: Effects of pre-game stories on feelings of presence and evaluation of computer games. Int. J. Hum Comput Stud. 68(11), 822–833 (2010)
Robbins, T.W., Ersche, K.D., Everitt, B.J.: Drug addiction and the memory systems of the brain. Ann. N. Y. Acad. Sci. 1141(1), 1–21 (2008)
Schweizer, H., Hayslett, C., Bansal, N., Ronco, S., Schafer, R.: Effective alcohol, tobacco and other drug intervention and prevention using online game-based, e-learning: an evidence-informed program that works. Int. J. e-Learn. 13(3), 335–373 (2014)
Seaborn, K., Fels, D.I.: Gamification in theory and action: a survey. Int. J. Hum. Comput. Stud. 74, 14–31 (2015)
Shneiderman, B.: Designing the User Interface: Strategies for Effective Human-Computer Interaction, 3rd edn. Addison-Wesley, Reading (1998)
Soliman, A.M., Gadelrab, H.F., Elfar, R.M.: Working memory subsystems are impaired in chronic drug dependents. Acta Neuropsychiatr. 25, 144–154 (2013)
Sung, H.Y., Hwang, G.J., Yen, Y.F.: Development of a contextual decision-making game for improving students’ learning performance in a health education course. Comput. Educ. 82, 179–190 (2015)
Sussman, S., Arnett, J.J.: Emerging adulthood: developmental period facilitative of the addictions. Eval. Health Prof. 37(2), 147–155 (2014)
Thangrattana, M.K., Pathumcharoenwattana, W., Ninlamot, W.: A non-formal education program to enhance drug abuse resilience quotient of youth at-risk of drug relapse: the approaching of the transformative learning. Theory Cogn. Behav. Modif. Concept Procedia Soc. Behav. Sci. 152, 916–924 (2014)
Thoits, P.A.: Mechanisms linking social ties and support to physical and mental health. J. Health Soc. Behav. 52(2), 145–161 (2011)
Thorberg, F.A., Lyvers, M.: Attachment, fear of intimacy and differentiation of self among clients in substance disorder treatment facilities. Addict. Behav. 31(4), 732–737 (2006)
United Nations Office On Drugs And Crime (UNODC): World Drug Report 2015, United Nation Publication (2015)
Volkow, N.D.: What do we know about drug addiction? Am. J. Psychiatry 162(8), 1401–1402 (2005)
Wagner, D., Becker, B., Koester, P., Gouzoulis-Mayfrank, E., Daumann, J.: A prospective study of learning, memory, executive function in new MDMA users. Addiction 108(1), 136–145 (2013)
WHO Collaborating Centre for Drug Statistics Methodology: The Anatomical Therapeutic Chemical Classification System (2014)
Wakefield, M.A., Loken, B., Hornik, R.C.: Use of mass media campaigns to change health behaviour. Lancet 376(9748), 1261–1271 (2010)
Wu, W.H., Chiou, W.B., Kao, H.Y., Hu, C.H.A., Huang, S.H.: Re-exploring game-assisted learning research: the perspective of learning theoretical bases. Comput. Educ. 59(4), 1153–1161 (2012)
Yucel, M., Lubman, D.I., Solowij, N., Brewer, W.J.: (2009) Neurobiological and neuropsychological pathways into substance abuse and addictive behavior. Neuropsychol. Ment. Illn. 2009, 326–341
Zourbanos, N., Tzioumakis, Y., Araújo, D., Kalaroglou, S., Hatzigeorgiadis, A., Papaioannou, A., Theodorakis, Y.: The intricacies of verbalizations, gestures, game outcome using sequential analysis. Psychol. Sport Exerc. 18, 32–41 (2015)
Acknowledgements
The authors would like to thank Mr. Chang-Mai Huang for his assistance in developing the system and conducting the experiment. This work was partially supported by the Ministry of Science and Technology, Taiwan (Grant MOST 103-2511-S-008-010-MY3).
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Yang, TC., Chen, M.C. & Chen, S.Y. Incorporating digital games into anti-drug material: non-drug-addicted learners vs. drug-addicted learners. Univ Access Inf Soc 19, 29–40 (2020). https://doi.org/10.1007/s10209-018-0624-6
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DOI: https://doi.org/10.1007/s10209-018-0624-6