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Trigger or Treat: Using Technology to Facilitate the Perception of Cravings and Corresponding Cues for Achieving Clinical-friendly Drug Psychotherapy

Published: 16 April 2023 Publication History

Abstract

Drug addiction is a chronic condition, marked by compulsive drug use. In previous research, cue exposure and biofeedback technologies proved effective in drug psychotherapy sessions; however, the focus has generally been on the awareness of cravings and the identification of cues. There has been relatively little research on methods aimed at facilitating therapist-patient communication, particularly from a user-centered perspective. In this paper, we describe a qualitative technology probe study exploring the means by which patients identify cues and perceive cravings as well as the way that they communicate with therapists. Our analysis considers the difficulties in cue identification and craving perception, the interactions between the two, and the means by which these characteristics could impact the design of VR support systems in the future.

References

[1]
Substance Abuse and Mental Health Services Administration. 2021. Advisory: Group Therapy in Substance Use Treatment. https://store.samhsa.gov/sites/default/files/SAMHSA_Digital_Download/pep20-02-01-020.pdf
[2]
A.P. Association. 2013. Diagnostic and Statistical Manual of Mental Disorders (DSM-5®). American Psychiatric Publishing. https://books.google.com.tw/books?id=-JivBAAAQBAJ
[3]
Anna N. Baglione, Michael Paul Clemens, Juan F. Maestre, Aehong Min, Luke Dahl, and Patrick C. Shih. 2021. Understanding the Technological Practices and Needs of Music Therapists. Proc. ACM Hum.-Comput. Interact. 5, CSCW1, Article 33 (apr 2021), 25 pages. https://doi.org/10.1145/3449107
[4]
Mrunal Bandawar, Venkata Lakshmi Narasimha, and Prabhat Chand. 2018. Use of digital technology in addiction disorders. Indian journal of psychiatry 60, Suppl 4 (2018), S534.
[5]
Nicolas Bertholet, Tibor Palfai, Jacques Gaume, Jean-Bernard Daeppen, and Richard Saitz. 2014. Do Brief Alcohol Motivational Interventions Work Like We Think They Do? Alcoholism: Clinical and Experimental Research 38, 3 (2014), 853--859. https://doi.org/10.1111/acer.12274 arXiv:https://onlinelibrary.wiley.com/doi/pdf/10.1111/acer.12274
[6]
Debra L. Boeldt, Elizabeth McMahon, Mimi McFaul, and Walter Greenleaf. 2019. Using Virtual Reality Exposure Therapy (VRET) to Enhance Treatment of Anxiety Disorders: Identifying Areas of Clinical Adoption and Potential Obstacles. Frontiers in Psychiatry 10 (2019), 773.
[7]
Sarah Bowen, Katie Witkiewitz, Seema L. Clifasefi, Joel Grow, Neharika Chawla, Sharon H. Hsu, Haley A. Carroll, Erin Harrop, Susan E. Collins, M. Kathleen Lustyk, and Mary E. Larimer. 2014. Relative Efficacy of Mindfulness-based Relapse Prevention, Standard Relapse Prevention, and Treatment as Usual For Substance Use Disorders: A Randomized Clinical Trial. JAMA psychiatry 71, 5 (May 2014), 547--556. https://doi.org/10.1001/jamapsychiatry.2013.4546
[8]
Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative research in psychology 3, 2 (2006), 77--101.
[9]
Angelika Bullinger-Hoffmann, Michael Koch, Kathrin Möslein, and Alexander Richter. 2021. Computer-Supported Cooperative Work -- Revisited. i-com 20, 3 (2021), 215--228. https://doi.org/
[10]
Hanshu Cai, Ziyang Wang, Yanhao Zhang, Yunfei Chen, and Bin Hu. 2017. A virtual-reality based neurofeedback game framework for depression rehabilitation using pervasive three-electrode EEG collector. In Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing. 173--176.
[11]
Stephanie Carreiro, Keerthi Kumar Chintha, Sloke Shrestha, Brittany Chapman, David Smelson, and Premananda Indic. 2020. Wearable sensor-based detection of stress and craving in patients during treatment for substance use disorder: A mixed methods pilot study. Drug and alcohol dependence 209 (2020), 107929.
[12]
Benjamin R Castine, Natalia Albein-Urios, Oscar Lozano-Rojas, Jose M Martinez-Gonzalez, Jakob Hohwy, and Antonio Verdejo-Garcia. 2019. Self-awareness deficits associated with lower treatment motivation in cocaine addiction. The American journal of drug and alcohol abuse 45, 1 (2019), 108--114.
[13]
Alan Cavaiola, Amanda L. Giordano, and Nedeljko Golubovic. 2021. Addiction Counseling: A Practical Approach. Springer Publishing Company. https://books.google.com.tw/books?id=Oks6EAAAQBAJ
[14]
Linda Chang, Daniel Alicata, Thomas Ernst, and Nora Volkow. 2007. Structural and Metabolic Brain Changes in The Striatum Associated With Methamphetamine Abuse. Addiction 102, s1 (2007), 16--32. https://doi.org/10.1111/j.1360-0443.2006.01782.x arXiv:https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.1360-0443.2006.01782.x
[15]
Emil J. Chiauzzi and Steven Liljegren. 1993. Taboo topics in addiction treatment: An empirical review of clinical folklore. Journal of Substance Abuse Treatment 10, 3 (1993), 303--316. https://doi.org/10.1016/0740--5472(93)90079-H
[16]
HTC Corporation. 2022. HTC Cosmos Elite. https://www.vive.com/us/product/vive-cosmos-elite/overview/.
[17]
Christopher Culbertson, Sam Nicolas, Itay Zaharovits, Edythe D. London, Richard De La Garza, Arthur L. Brody, and Thomas F. Newton. 2010. Methamphetamine Craving Induced in An Online Virtual Reality Environment. Pharmacology Biochemistry and Behavior 96, 4 (2010), 454 -- 460. https://doi.org/10.1016/j.pbb.2010.07.005
[18]
Karlo Miguel R De Asis, Ethan Jeriko P Guillem, Francesca Angela M Reyes, and Mary Jane C Samonte. 2020. Serenity: A Stress-Relieving Virtual Reality Application based on Philippine Environmental Variables. In Proceedings of the 2020 The 6th International Conference on Frontiers of Educational Technologies. 155--159.
[19]
K.S. Dobson and D.J.A. Dozois. 2019. Handbook of Cognitive-Behavioral Therapies, Fourth Edition. Guilford Publications. https://books.google.com.tw/books?id=qINzDwAAQBAJ
[20]
D.C. Drummond, S.T. Tiffany, S. Glautier, and B. Remington. 1995. Addictive Behaviour: Cue Exposure Theory and Practice. Wiley. https://books.google.com.tw/books?id=NYFHAAAAMAAJ
[21]
Jiang Du, Chenglu Fan, Haifeng Jiang, Haiming Sun, Xu Li, and Min Zhao. 2014. Biofeedback Combined With Cue-exposure as A Treatment for Heroin Addicts. Physiology & Behavior 130 (2014), 34 -- 39. https://doi.org/10.1016/j.physbeh.2014.02.055
[22]
David Eddie, Evgeny Vaschillo, Bronya Vaschillo, and Paul Lehrer. 2015. Heart Rate Variability Biofeedback: Theoretical basis, delivery, and its potential for the treatment of substance use disorders. Addiction Research & Theory 23, 4 (2015), 266--272. https://doi.org/10.3109/16066359.2015.1011625 arXiv:https://doi.org/10.3109/16066359.2015.1011625
[23]
Masoumeh Farokhi. 2011. Art Therapy In Humanistic Psychiatry. Procedia - Social and Behavioral Sciences 30 (2011), 2088--2092. https://doi.org/10.1016/j.sbspro.2011.10.406
[24]
Fitbit. 2022. Fitbit. https://www.fitbit.com.
[25]
Eivind Flobak, Jo D. Wake, Joakim Vindenes, Smiti Kahlon, Tine Nordgreen, and Frode Guribye. 2019. Participatory Design of VR Scenarios for Exposure Therapy. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland Uk) (CHI '19). Association for Computing Machinery, New York, NY, USA, 1--12. https://doi.org/10.1145/3290605.3300799
[26]
Gretchen N. Foley and Julie P. Gentile. 2010. Nonverbal communication in psychotherapy. Psychiatry (Edgmont (Pa. : Township)) 7, 6 (Jun 2010), 38--44. https:// .ncbi.nlm.nih.gov/20622944
[27]
Dana L. Frank, Lamees Khorshid, Jerome F. Kiffer, Christine S. Moravec, and Michael G. McKee. 2010. Biofeedback in medicine: who, when, why and how? Mental health in family medicine 7, 2 (Jun 2010), 85--91. https:// .ncbi.nlm.nih.gov/22477926
[28]
Rita Z. Goldstein, A.D. (Bud) Craig, Antoine Bechara, Hugh Garavan, Anna Rose Childress, Martin P. Paulus, and Nora D. Volkow. 2009. The Neurocircuitry of Impaired Insight in Drug Addiction. Trends in Cognitive Sciences 13, 9 (2009), 372--380. https://doi.org/10.1016/j.tics.2009.06.004
[29]
Mar Gonzalez-Franco, Antonella Maselli, Dinei Florencio, Nikolai Smolyanskiy, and Zhengyou Zhang. 2017. Concurrent talking in immersive virtual reality: on the dominance of visual speech cues. Scientific Reports 7, 1 (19 Jun 2017), 3817. https://doi.org/10.1038/s41598-017-04201-x
[30]
Dinah Gould, Daniel Kelly, Len Goldstone, and John Gammon. 2001. Examining the validity of pressure ulcer risk assessment scales: developing and using illustrated patient simulations to collect the data INFORMATION POINT: Visual Analogue Scale. Journal of Clinical Nursing 10, 5 (2001), 697--706. https://doi.org/10.1046/j.1365--2702.2001.00525.x arXiv:https://onlinelibrary.wiley.com/doi/pdf/10.1046/j.1365--2702.2001.00525.x
[31]
Irene Greif (Ed.). 1988. Computer-Supported Cooperative Work: A Book of Readings. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA.
[32]
Yong guang Wang, Meng hui Liu, and Zhi hua Shen. 2019. A virtual reality counter conditioning procedure to reduce methamphetamine cue-induced craving. Journal of Psychiatric Research 116 (2019), 88--94. https://doi.org/10.1016/j.jpsychires.2019.06.007
[33]
Rose Gunn, Melinda M. Davis, Jennifer Hall, John Heintzman, John Muench, Brianna Smeds, Benjamin F. Miller, William L. Miller, Emma Gilchrist, Shandra Brown Levey, Jacqueline Brown, Pam Wise Romero, and Deborah J. Cohen. 2015. Designing Clinical Space for the Delivery of Integrated Behavioral Health and Primary Care. The Journal of the American Board of Family Medicine 28, Supplement 1 (2015), S52--S62. https://doi.org/10.3122/jabfm.2015.S1.150053
[34]
Judith A. Hall, Jinni A. Harrigan, and Robert Rosenthal. 1995. Nonverbal behavior in clinician-patient interaction. Applied and Preventive Psychology 4, 1 (1995), 21--37. https://doi.org/10.1016/S0962--1849(05)80049--6
[35]
Jean Hanson. 2005. Should your lips be zipped? How therapist self-disclosure and non-disclosure affects clients. Counselling & Psychotherapy Research 5, 2 (2005), 96--104. https://doi.org/10.1080/17441690500226658
[36]
Andreas Heinz, Anne Beck, Sabine M. Grüsser, Anthony A. Grace, and Jana Wrase. 2009. Identifying the neural circuitry of alcohol craving and relapse vulnerability. Addiction Biology 14, 1 (2009), 108--118. https://doi.org/10.1111/j.1369--1600.2008.00136.x arXiv:https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.1369--1600.2008.00136.x
[37]
Antoine Hone-Blanchet, Tobias Wensing, and Shirley Fecteau. 2014. The Use of Virtual Reality in Craving Assessment and Cue-exposure Therapy in Substance Use Disorders. Frontiers in human neuroscience 8 (17 Oct 2014), 844--844. https://doi.org/10.3389/fnhum.2014.00844
[38]
Min-Wei Hung, Chi-Ting Hou, Chieh-Jui Ho, Chien Wen (Tina) Yuan, Nanyi Bi, Shu-Huei Chen, Ming-Chyi Huang, and Chuang-Wen You. 2021. Exploring the Opportunities and Challenges of Enabling Clinical-Friendly Drug Psychotherapy with Virtual Reality and Biofeedback Technologies. In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (Yokohama, Japan) (CHI EA '21). Association for Computing Machinery, New York, NY, USA, Article 278, 7 pages. https://doi.org/10.1145/3411763.3451585
[39]
Hilary Hutchinson, Wendy Mackay, Bo Westerlund, Benjamin B. Bederson, Allison Druin, Catherine Plaisant, Michel Beaudouin-Lafon, Stéphane Conversy, Helen Evans, Heiko Hansen, Nicolas Roussel, and Björn Eiderbäck. 2003. Technology Probes: Inspiring Design for and with Families. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Ft. Lauderdale, Florida, USA) (CHI '03). Association for Computing Machinery, New York, NY, USA, 17--24. https://doi.org/10.1145/642611.642616
[40]
T. U. C. Järbe, U. Sterner, and C. Hjerpe. 1981. Conditioning of an interoceptive drug stimulus to different exteroceptive contexts. Psychopharmacology 73, 1 (01 Mar 1981), 23--26. https://doi.org/10.1007/BF00431094
[41]
George W. Joe, D. Dwayne Simpson, Donald F. Dansereau, and Grace A. Rowan-Szal. 2001. Relationships Between Counseling Rapport and Drug Abuse Treatment Outcomes. Psychiatric Services 52, 9 (2001), 1223--1229. https://doi.org/10.1176/appi.ps.52.9.1223 arXiv:https://doi.org/10.1176/appi.ps.52.9.1223
[42]
David J. Kavanagh, Gomathi Sitharthan, Ross M. Young, Thiagarajan Sitharthan, John B. Saunders, Natalie Shockley, and Vicki Giannopoulos. 2006. Addition of cue exposure to cognitive-behaviour therapy for alcohol misuse: a randomized trial with dysphoric drinkers. Addiction 101, 8 (2006), 1106--1116. https://doi.org/10.1111/j.1360-0443.2006.01488.x arXiv:https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.1360-0443.2006.01488.x
[43]
Erika Kerruish. 2019. Arranging sensations: smell and taste in augmented and virtual reality. The Senses and Society 14, 1 (2019), 31--45. https://doi.org/10.1080/17458927.2018.1556952 arXiv:https://doi.org/10.1080/17458927.2018.1556952
[44]
Kaylee Payne Kruzan, Janis Whitlock, Natalya N. Bazarova, Katherine D. Miller, Julia Chapman, and Andrea Stevenson Won. 2020. Supporting Self-Injury Recovery: The Potential for Virtual Reality Intervention. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (Honolulu, HI, USA) (CHI '20). Association for Computing Machinery, New York, NY, USA, 1--14. https://doi.org/10.1145/3313831.3376396
[45]
M.J. Landry. 1994. Understanding Drugs of Abuse: The Processes of Addiction, Treatment, and Recovery. American Psychiatric Press. https://books.google.com.tw/books?id=JpX4N_GOuVwC
[46]
Mary E. Larimer, Rebekka S. Palmer, and G. Alan Marlatt. 1999. Relapse Prevention. An overview of Marlatt's cognitive-behavioral model. Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism 23, 2 (1999), 151--160. https:// .ncbi.nlm.nih.gov/10890810
[47]
Yi-Chieh Lee, Naomi Yamashita, and Yun Huang. 2020. Designing a Chatbot as a Mediator for Promoting Deep Self-Disclosure to a Real Mental Health Professional. Proc. ACM Hum.-Comput. Interact. 4, CSCW1, Article 31 (may 2020), 27 pages. https://doi.org/10.1145/3392836
[48]
Alice J. Lin, Fuhua (Frank) Cheng, and Charles B. Chen. 2020. Use of Virtual Reality Games in People with Depression and Anxiety. In Proceedings of the 5th International Conference on Multimedia and Image Processing (Nanjing, China) (ICMIP '20). Association for Computing Machinery, New York, NY, USA, 169--174. https://doi.org/10.1145/3381271.3381299
[49]
Philip Lindner, Alexander Miloff, Elin Zetterlund, Lena Reuterskiöld, Gerhard Andersson, and Per Carlbring. 2019. Attitudes Toward and Familiarity With Virtual Reality Therapy Among Practicing Cognitive Behavior Therapists: A Cross-Sectional Survey Study in the Era of Consumer VR Platforms. Frontiers in Psychology 10 (2019). https://doi.org/10.3389/fpsyg.2019.00176
[50]
Edythe D. London, Sara L. Simon, Steven M. Berman, Mark A. Mandelkern, Aaron M. Lichtman, Jennifer Bramen, Ann K. Shinn, Karen Miotto, Jennifer Learn, Yun Dong, John A. Matochik, Varughese Kurian, Thomas Newton, Roger Woods, Richard Rawson, and Walter Ling. 2004. Mood Disturbances and Regional Cerebral Metabolic Abnormalities in Recently Abstinent Methamphetamine Abusers. Archives of General Psychiatry 61, 1 (01 Jan 2004), 73--84. https://doi.org/10.1001/archpsyc.61.1.73
[51]
Megan Lowry. 2005. Self-Awareness: Is It Crucial to Clinical Practice?: Confessions of a self-aware-aholic. AJN The American Journal of Nursing 105, 11 (2005). https://journals.lww.com/ajnonline/Fulltext/2005/11000/Self_Awareness__Is_It_Crucial_to_Clinical.44.aspx
[52]
Thought Technology Ltd. 2022. ThoughtTech. https://thoughttechnology.com/.
[53]
Joseph Luft and Harry Ingham. 1961. The Johari Window: a graphic model of awareness in interpersonal relations. Human relations training news 5, 9 (1961), 6--7.
[54]
Elle Luo and Katia Vega. 2018. Scentery: A Calming Multisensory Environment by Mixing Virtual Reality, Sound, and Scent. In Proceedings of the 20th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct (Barcelona, Spain) (MobileHCI '18). Association for Computing Machinery, New York, NY, USA, 158--165. https://doi.org/10.1145/3236112.3236135
[55]
Martin Magdin, Zoltán Balogh, Jaroslav Reichel, Jan Francisti, ?tefan Koprda, and Molnár György. 2021. Automatic detection and classification of emotional states in virtual reality and standard environments (LCD): comparing valence and arousal of induced emotions. Virtual Reality 25, 4 (01 Dec 2021), 1029--1041. https://doi.org/10.1007/s10055-021-00506--5
[56]
Molly Magill and Lara A. Ray. 2009. Cognitive-Behavioral Treatment With Adult Alcohol and Illicit Drug Users: A Meta-Analysis of Randomized Controlled Trials. Journal of Studies on Alcohol and Drugs 70, 4 (2009), 516--527. https://doi.org/10.15288/jsad.2009.70.516 arXiv:https://doi.org/10.15288/jsad.2009.70.516
[57]
G Marlatt, George Parks, and Katie Witkiewitz. 2002. Clinical Guidelines for Implementing Relapse Prevention Therapy A Guideline Developed for the Behavioral Health Recovery Management Project. Behavioral Health Management Project (12 2002).
[58]
Garth W. Martin, D.Adrian Wilkinson, and Constantine X. Poulos. 1995. The drug avoidance self-efficacy scale. Journal of Substance Abuse 7, 2 (1995), 151--163. https://doi.org/10.1016/0899--3289(95)90001--2
[59]
B.S. McCrady and E.E. Epstein. 2013. Addictions: A Comprehensive Guidebook. Oxford University Press. https://books.google.com.tw/books?id=7O-MDwAAQBAJ
[60]
R. Kathryn McHugh, Bridget A. Hearon, and Michael W. Otto. 2010. Cognitive behavioral therapy for substance use disorders. The Psychiatric clinics of North America 33, 3 (Sep 2010), 511--525. https://doi.org/10.1016/j.psc.2010.04.012
[61]
Seulki Min, Jung-geun Moon, Chul-Hyun Cho, and Gerard J. Kim. 2020. Effects of Immersive Virtual Reality Content Type to Mindfulness and Physiological Parameters. In 26th ACM Symposium on Virtual Reality Software and Technology (Virtual Event, Canada) (VRST '20). Association for Computing Machinery, New York, NY, USA, Article 24, 9 pages. https://doi.org/10.1145/3385956.3418942
[62]
Scott J. Moeller and Rita Z. Goldstein. 2014. Impaired self-awareness in human addiction: deficient attribution of personal relevance. Trends in cognitive sciences 18, 12 (Dec 2014), 635--641. https://doi.org/10.1016/j.tics.2014.09.003
[63]
Azarakhsh Mokri, Hamed Ekhtiari, Hanie Edalati, and Habib Ganjgahi. 2008. Relationship between degree of craving and different dimensions of addiction severity in heroin intravenous users. Iranian Journal of Psychiatry and Clinical Psychology 14 (2008), 298--306.
[64]
P.M. Monti. 2002. Treating Alcohol Dependence: A Coping Skills Training Guide. Guilford Publications. https://books.google.com.tw/books?id=2smdZok_0lYC
[65]
Rudolf H. Moos. 2012. Iatrogenic Effects of Psychosocial Interventions: Treatment, Life Context, and Personal Risk Factors. Substance Use & Misuse 47, 13--14 (2012), 1592--1598. https://doi.org/10.3109/10826084.2012.705710 arXiv:https://doi.org/10.3109/10826084.2012.705710
[66]
Debbie S. Moskowitz and Simon N. Young. 2006. Ecological momentary assessment: what it is and why it is a method of the future in clinical psychopharmacology. Journal of Psychiatry and Neuroscience 31, 1 (2006), 13--20. arXiv:https://www.jpn.ca/content/31/1/13.full.pdf
[67]
Theresa B. Moyers and William R. Miller. 2013. Is low therapist empathy toxic? Psychology of Addictive Behaviors 27, 3 (2013), 878--884. https://doi.org/10.1037/a0030274
[68]
Lynn E. O'Connor and Joseph Weiss. 1993. Individual Psychotherapy for Addicted Clients: An Application of Control Mastery Theory. Journal of Psychoactive Drugs 25, 4 (1993), 283--291. https://doi.org/10.1080/02791072.1993.10472285 arXiv:https://doi.org/10.1080/02791072.1993.10472285
[69]
Yasukazu Ogai, Ayako Haraguchi, Ayumi Kondo, Yoko Ishibashi, Mitsuru Umeno, Hirotsugu Kikumoto, Toru Hori, Tokutaro Komiyama, Riki Kato, Katsuro Aso, et al . 2007. Development and validation of the Stimulant Relapse Risk Scale for drug abusers in Japan. Drug and alcohol dependence 88, 2--3 (2007), 174--181.
[70]
Ana Isabel Penzlin, Timo Siepmann, Ben Min-Woo Illigens, Kerstin Weidner, and Martin Siepmann. 2015. Heart Rate Variability Biofeedback in Patients with Alcohol Dependence: A Randomized Controlled Study. Neuropsychiatric disease and treatment 11 (09 Oct 2015), 2619--2627. https://doi.org/10.2147/NDT.S84798 26557753[pmid].
[71]
Bruce D. Perry. 2009. Examining child maltreatment through a neurodevelopmental lens: Clinical applications of the neurosequential model of therapeutics. Journal of Loss and Trauma 14, 4 (2009), 240--255. https://doi.org/10.1080/15325020903004350
[72]
Adrienne Pichon, Kayla Schiffer, Emma Horan, Bria Massey, Suzanne Bakken, Lena Mamykina, and Noemie Elhadad. 2021. Divided We Stand: The Collaborative Work of Patients and Providers in an Enigmatic Chronic Disease. Proc. ACM Hum.-Comput. Interact. 4, CSCW3, Article 261 (jan 2021), 24 pages. https://doi.org/10.1145/3434170
[73]
Douglas Polcin, Nina Mulia, and Laura Jones. 2012. Substance Users' Perspectives on Helpful and Unhelpful Confrontation: Implications for Recovery. Journal of psychoactive drugs 44 (04 2012), 144--52. https://doi.org/10.1080/02791072.2012.684626
[74]
Douglas L. Polcin. 2003. Rethinking Confrontation in Alcohol and Drug Treatment: Consideration of the Clinical Context. Substance Use & Misuse 38, 2 (2003), 165--184. https://doi.org/10.1081/JA-120017243 arXiv:https://doi.org/10.1081/JA-120017243
[75]
Kenzie L. Preston and David H. Epstein. 2011. Stress in the daily lives of cocaine and heroin users: relationship to mood, craving, relapse triggers, and cocaine use. Psychopharmacology 218, 1 (Nov 2011), 29--37. https://doi.org/10.1007/s00213-011--2183-x
[76]
Cynthia J. Price and Elaine Adams Thompson. 2007. Measuring Dimensions of Body Connection: Body Awareness and Bodily Dissociation. The Journal of Alternative and Complementary Medicine 13, 9 (2007), 945--953.
[77]
James O. Prochaska, Colleen A. Redding, and Kerry E. Evers. 2015. The transtheoretical model and stages of change. Jossey-Bass/Wiley, Hoboken, NJ, US, 125--148.
[78]
Claudia Repetto, Andrea Gaggioli, Federica Pallavicini, Pietro Cipresso, Simona Raspelli, and Giuseppe Riva. 2013. Virtual reality and mobile phones in the treatment of generalized anxiety disorders: a phase-2 clinical trial. Personal and Ubiquitous Computing 17, 2 (01 Feb 2013), 253--260. https://doi.org/10.1007/s00779-011-0467-0
[79]
Christoph Rockstroh, Johannes Blum, and Anja S. Göritz. 2020. A mobile VR-based respiratory biofeedback game to foster diaphragmatic breathing. Virtual Reality (05 Oct 2020). https://doi.org/10.1007/s10055-020-00471--5
[80]
Damaris J. Rohsenow, Anna Rose Childress, Peter M. Monti, Raymond S. Niaura, and David B. Abrams. 1991. Cue Reactivity in Addictive Behaviors: Theoretical and Treatment Implications. International Journal of the Addictions 25, sup7 (1991), 957--993. https://doi.org/10.3109/10826089109071030 arXiv:https://doi.org/10.3109/10826089109071030
[81]
Mia Romano and Lorna Peters. 2016. Understanding the process of motivational interviewing: A review of the relational and technical hypotheses. Psychotherapy Research 26, 2 (2016), 220--240. https://doi.org/10.1080/10503307.2014.954154 arXiv:https://doi.org/10.1080/10503307.2014.954154
[82]
Barbara Olasov Rothbaum, Larry Hodges, and Rob Kooper. 1997. Virtual reality exposure therapy. Journal of Psychotherapy Practice & Research 6, 3 (1997), 219--226.
[83]
Michael E. Saladin, Kathleen T. Brady, Ken Graap, and Barbara Olasov Rothbaum. 2006. A preliminary report on the use of virtual reality technology to elicit craving and cue reactivity in cocaine dependent individuals. Addictive Behaviors 31, 10 (2006), 1881--1894. https://doi.org/10.1016/j.addbeh.2006.01.004
[84]
Michael A. Sayette. 2016. The Role of Craving in Substance Use Disorders: Theoretical and Methodological Issues. Annual Review of Clinical Psychology 12, 1 (2016), 407--433. https://doi.org/10.1146/annurev-clinpsy-021815-093351 arXiv:https://doi.org/10.1146/annurev-clinpsy-021815-093351
[85]
Zachary Schmitt and Svetlana Yarosh. 2018. Participatory Design of Technologies to Support Recovery from Substance Use Disorders. Proc. ACM Hum.-Comput. Interact. 2, CSCW, Article 156 (nov 2018), 27 pages. https://doi.org/10.1145/3274425
[86]
Tomoyuki Segawa, Thomas Baudry, Alexis Bourla, Jean-Victor Blanc, Charles-Siegfried Peretti, Stephane Mouchabac, and Florian Ferreri. 2020. Virtual Reality (VR) in Assessment and Treatment of Addictive Disorders: A Systematic Review. Frontiers in neuroscience 13 (10 Jan 2020), 1409--1409. https://doi.org/10.3389/fnins.2019.01409
[87]
Eunbi Seol, Seulki Min, Sungho Seo, Seoyeon Jung, Youngil Lee, Jaedong Lee, Gerard Kim, Chungyean Cho, Seungmoo Lee, Chul-Hyun Cho, Seungmoon Choi, and Dooyoung Jung. 2017. "Drop the Beat": Virtual Reality Based Mindfulness and Cognitive Behavioral Therapy for Panic Disorder - a Pilot Study. In Proceedings of the 23rd ACM Symposium on Virtual Reality Software and Technology (Gothenburg, Sweden) (VRST '17). Association for Computing Machinery, New York, NY, USA, Article 57, 3 pages. https://doi.org/10.1145/3139131.3141199
[88]
Lee Seng Esmond Seow, Wei Jie Ong, Aditi Hombali, P. V. AshaRani, and Mythily Subramaniam. 2020. A Scoping Review on Cue Reactivity in Methamphetamine Use Disorder. International Journal of Environmental Research and Public Health 17, 18 (2020). https://doi.org/10.3390/ijerph17186504
[89]
U.S.D.H.H. Services. 2019. TIP 35: Enhancing Motivation for Change in Substance Use Disorder Treatment (Updated 2019). Lulu.com. https://books.google.com.tw/books?id=5xTBDwAAQBAJ
[90]
Fanak Shahmohammadi, Mehrshad Golesorkhi, Mohammad Mansour Riahi Kashani, Mehrdad Sangi, Ahmad Yoonessi, and Ali Yoonessi. 2016. Neural Correlates of Craving in Methamphetamine Abuse. Basic and clinical neuroscience 7, 3 (Jul 2016), 221--230. https:// .ncbi.nlm.nih.gov/27563415
[91]
Fuschia M. Sirois, Carla M. Bann, and Edith G. Walsh. 2018. The role of mind-body awareness in the outcomes of complementary and alternative medicine (CAM). European Journal of Integrative Medicine 22 (2018), 37--43. https://doi.org/10.1016/j.eujim.2018.07.008
[92]
Jaime Snyder, Mark Matthews, Jacqueline Chien, Pamara F. Chang, Emily Sun, Saeed Abdullah, and Geri Gay. 2015. MoodLight: Exploring Personal and Social Implications of Ambient Display of Biosensor Data. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work and Social Computing (Vancouver, BC, Canada) (CSCW '15). Association for Computing Machinery, New York, NY, USA, 143--153. https://doi.org/10.1145/2675133.2675191
[93]
Haoye Tan, Tianzhen Chen, Jiang Du, Runji Li, Haifeng Jiang, Cheng long Deng, Weidong Song, Ding Xu, and Min Zhao. 2019. Drug-related Virtual Reality Cue Reactivity is Associated with Gamma Activity in Reward and Executive Control Circuit in Methamphetamine Use Disorders. Archives of Medical Research 50, 8 (2019), 509--517. https://doi.org/10.1016/j.arcmed.2019.09.003
[94]
Unity Technologies. 2022. Unity Asset Store. https://assetstore.unity.com/.
[95]
Paul M. Thompson, Kiralee M. Hayashi, Sara L. Simon, Jennifer A. Geaga, Michael S. Hong, Yihong Sui, Jessica Y. Lee, Arthur W. Toga, Walter Ling, and Edythe D. London. 2004. Structural Abnormalities in the Brains of Human Subjects Who Use Methamphetamine. Journal of Neuroscience 24, 26 (2004), 6028--6036. https://doi.org/10.1523/JNEUROSCI.0713-04.2004 arXiv:https://www.jneurosci.org/content/24/26/6028.full.pdf
[96]
Stephen T Tiffany and Cynthia A Conklin. 2000. A cognitive processing model of alcohol craving and compulsive alcohol use. Addiction 95, 8 Suppl 2 (Aug. 2000), 145--153.
[97]
Stephen T. Tiffany and Jennifer M. Wray. 2012. The clinical significance of drug craving. Annals of the New York Academy of Sciences 1248 (Feb 2012), 1--17. https://doi.org/10.1111/j.1749--6632.2011.06298.x
[98]
Meng-Chang Tsai, Chia-Ru Chung, Chun-Chuan Chen, Jyun-Yu Chen, Shih-Ching Yeh, Chun-Han Lin, Ying-Ju Chen, Ming-Che Tsai, Ya-Ling Wang, Chia-Ju Lin, and Eric Hsiao-Kuang Wu. 2021. An Intelligent Virtual-Reality System With Multi-Model Sensing for Cue-Elicited Craving in Patients With Methamphetamine Use Disorder. IEEE Transactions on Biomedical Engineering 68, 7 (2021), 2270--2280. https://doi.org/10.1109/TBME.2021.3058805
[99]
N. Tsamitros, M. Sebold, S. Gutwinski, and A. Beck. 2021. Virtual Reality-Based Treatment Approaches in the Field of Substance Use Disorders. Current Addiction Reports 8, 3 (01 Sep 2021), 399--407. https://doi.org/10.1007/s40429-021-00377--5
[100]
Roger S. Ulrich. 1981. Natural Versus Urban Scenes: Some Psychophysiological Effects. Environment and Behavior 13, 5 (1981), 523--556. https://doi.org/10.1177/0013916581135001 arXiv:https://doi.org/10.1177/0013916581135001
[101]
Marieke van Rooij, Adam Lobel, Owen Harris, Niki Smit, and Isabela Granic. 2016. DEEP: A Biofeedback Virtual Reality Game for Children At-Risk for Anxiety. In Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems (San Jose, California, USA) (CHI EA '16). Association for Computing Machinery, New York, NY, USA, 1989--1997. https://doi.org/10.1145/2851581.2892452
[102]
M. Terese Verklan. 2007. Johari Window: A Model for Communicating to Each Other. The Journal of Perinatal & Neonatal Nursing 21, 2 (2007). https://journals.lww.com/jpnnjournal/Fulltext/2007/04000/Johari_Window__A_Model_for_Communicating_to_Each.19.aspx
[103]
Serge J.W. Walvoort, Paul T. van der Heijden, Arie J. Wester, Roy P.C. Kessels, and Jos I.M. Egger. 2016. Self-awareness of cognitive dysfunction: Self-reported complaints and cognitive performance in patients with alcohol-induced mild or major neurocognitive disorder. Psychiatry Research 245 (2016), 291--296. https://doi.org/10.1016/j.psychres.2016.08.007
[104]
Yong-Guang Wang, Zhi-Hua Shen, and Xuan-Chen Wu. 2018. Detection of patients with methamphetamine dependence with cue-elicited heart rate variability in a virtual social environment. Psychiatry research 270 (2018), 382--388.
[105]
Shamil David Wanigaratne, Paul Davis, Kate Pryce, and Janet Brotchie. 2005. The effectiveness of psychological therapies with drug misusing clients. https://www.scribd.com/document/370199929/The-Effectiveness-of-Psychological-Therapies-on-Drug-Misusing-Clients
[106]
Roger D. Weiss, Margaret L. Griffin, Carissa Mazurick, Benjamin Berkman, David R. Gastfriend, Arlene Frank, Jacques P. Barber, Jack Blaine, Ihsan Salloum, and Karla Moras. 2003. The Relationship Between Cocaine Craving, Psychosocial Treatment, and Subsequent Cocaine Use. American Journal of Psychiatry 160, 7 (2003), 1320--1325. https://doi.org/10.1176/appi.ajp.160.7.1320 arXiv:https://doi.org/10.1176/appi.ajp.160.7.1320
[107]
Eric Whitmire, Hrvoje Benko, Christian Holz, Eyal Ofek, and Mike Sinclair. 2018. Haptic Revolver: Touch, Shear, Texture, and Shape Rendering on a Reconfigurable Virtual Reality Controller. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI '18). ACM, New York, NY, USA, Article 86, 12 pages. https://doi.org/10.1145/3173574.3173660
[108]
WIRED. 2021. How to Reduce Motion Sickness in Virtual Reality. https://www.wired.com/story/how-to-reduce-motion-sickness-virtual-reality/.
[109]
Katie Witkiewitz, Sarah Bowen, Haley Douglas, and Sharon H. Hsu. 2013. Mindfulness-based relapse prevention for substance craving. Addictive Behaviors 38, 2 (2013), 1563--1571. https://doi.org/10.1016/j.addbeh.2012.04.001 Craving.
[110]
Chuang-Wen You, Ya-Fang Lin, Cheng-Yuan Li, Yu-Lun Tsai, Ming-Chyi Huang, Chao-Hui Lee, Hao-Chuan Wang, and Hao-Hua Chu. 2016. KeDiary: Using Mobile Phones to Assist Patients in Recovering from Drug Addiction. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI '16). Association for Computing Machinery, New York, NY, USA, 5704--5709. https://doi.org/10.1145/2858036.2858185
[111]
Min Zhao, Chenglu Fan, Jiang Du, Haifeng Jiang, Hanhui Chen, and Haiming Sun. 2012. Cue-induced craving and physiological reactions in recently and long-abstinent heroin-dependent patients. Addictive Behaviors 37, 4 (2012), 393--398. https://doi.org/10.1016/j.addbeh.2011.11.030

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  1. Trigger or Treat: Using Technology to Facilitate the Perception of Cravings and Corresponding Cues for Achieving Clinical-friendly Drug Psychotherapy

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      cover image Proceedings of the ACM on Human-Computer Interaction
      Proceedings of the ACM on Human-Computer Interaction  Volume 7, Issue CSCW1
      CSCW
      April 2023
      3836 pages
      EISSN:2573-0142
      DOI:10.1145/3593053
      Issue’s Table of Contents
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      Published: 16 April 2023
      Published in PACMHCI Volume 7, Issue CSCW1

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      1. biofeedback
      2. clinical-friendly
      3. drug addiction
      4. psychotherapy
      5. virtual reality

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