Real-time electronic diary reports of cue exposure and mood in the hours before cocaine and heroin craving and use.

CONTEXT In ecological momentary assessment (EMA), participants electronically report their activities and moods in their daily environments in real time, enabling a truly prospective approach to the study of acute precipitants of behavioral events. Ecological momentary assessment has greatly enhanced the study of tobacco addiction, but its use has rarely been attempted in individuals with cocaine or heroin addiction. OBJECTIVE To prospectively monitor the acute daily life precipitants of craving for and use of cocaine and heroin. DESIGN Cohort study. PARTICIPANTS A volunteer sample of 114 cocaine- and heroin-abusing outpatients who were being treated with methadone provided EMA data on handheld electronic devices for 14 918 person-days (mean, 130.9; range, 6-189 days per participant). Of these outpatients, a total of 102 (63 men, 39 women) provided acute precraving and/or preuse data and were thus included in the present analyses. MAIN OUTCOME MEASURES Changes in reports of mood and exposure to 12 putative drug-use triggers at random intervals during the 5 hours preceding each self-reported episode of drug craving or use, analyzed via repeated-measures logistic regression (generalized linear mixed models). RESULTS During the 5 hours preceding cocaine use or heroin craving, most of the 12 putative triggers showed linear increases. Cocaine use was most robustly associated with increases in participants reporting that they "saw [the] drug" (P < .001), were "tempted to use out of the blue" (P < .001), "wanted to see what would happen if I used" (P < .001), and were in a good mood (P < .001). Heroin craving was most robustly associated with increases in reports of feeling sad (P < .001) or angry (P = .01). Cocaine craving and heroin use showed few reliable associations with any of the putative triggers assessed. CONCLUSIONS These findings confirm that polydrug-abusing individuals can provide behavioral data in their daily environments using handheld electronic devices and that those data can reveal orderly patterns, including prospectively detectable harbingers of craving and use, which may differ across drugs.

[1]  D. Rubin,et al.  Contrasts and Correlations in Effect-Size Estimation , 2000, Psychological science.

[2]  S. Shiffman,et al.  Ecological Momentary Assessment (Ema) in Behavioral Medicine , 1994 .

[3]  M. Litt,et al.  Reactivity to alcohol-related stimuli in the laboratory and in the field: predictors of craving in treated alcoholics. , 2000, Addiction.

[4]  L. Covi,et al.  Cognitive-behavioral therapy plus contingency management for cocaine use: findings during treatment and across 12-month follow-up. , 2003, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[5]  Megan E. Piper,et al.  Addiction motivation reformulated: an affective processing model of negative reinforcement. , 2004, Psychological review.

[6]  Andrew J Waters,et al.  Negative affect and smoking lapses: a prospective analysis. , 2004, Journal of consulting and clinical psychology.

[7]  W. Roth,et al.  Computer-assisted cognitive behavioral group therapy for social phobia , 2001 .

[8]  Tomáš Novák,et al.  ITAREPS: Information Technology Aided Relapse Prevention Programme in Schizophrenia , 2008, Schizophrenia Research.

[9]  Saul Shiffman,et al.  Immediate antecedents of cigarette smoking: an analysis from ecological momentary assessment. , 2002, Journal of abnormal psychology.

[10]  S. Hall,et al.  Commitment to abstinence and acute stress in relapse to alcohol, opiates, and nicotine. , 1990, Journal of consulting and clinical psychology.

[11]  S. Hall,et al.  Factors associated with lapses to heroin use during methadone maintenance. , 1998, Drug and alcohol dependence.

[12]  Daniel J. Barrett,et al.  An Introduction to Computerized Experience Sampling in Psychology , 2001 .

[13]  D. Epstein,et al.  The reinstatement model and relapse prevention: a clinical perspective , 2003, Psychopharmacology.

[14]  S. Shiffman,et al.  Reactivity to ecological momentary assessment: an example using undergraduate problem drinkers. , 2002, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[15]  S. Shiffman,et al.  First lapses to smoking: within-subjects analysis of real-time reports. , 1996, Journal of consulting and clinical psychology.

[16]  R. Mcmahon Personality, stress, and social support in cocaine relapse prediction. , 2001, Journal of substance abuse treatment.

[17]  D. Marlowe,et al.  Do research payments precipitate drug use or coerce participation? , 2005, Drug and alcohol dependence.

[18]  Y. Shaham,et al.  The reinstatement model of drug relapse: history, methodology and major findings , 2003, Psychopharmacology.

[19]  A. Washton,et al.  Relapse Prevention: Maintenance Strategies in the Treatment of Addictive Behaviors , 1986 .

[20]  Amy Przeworski,et al.  Palmtop computer-assisted group therapy for social phobia. , 2004, Journal of clinical psychology.

[21]  Dennis M. Donovan,et al.  Relapse prevention: Maintenance strategies in the treatment of addictive behaviors, 2nd ed. , 2005 .

[22]  David H. Epstein,et al.  An electronic diary software for ecological momentary assessment (EMA) in clinical trials , 2004, Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems.

[23]  J. Kenardy,et al.  Comparison of palmtop-computer-assisted brief cognitive-behavioral treatment to cognitive-behavioral treatment for panic disorder. , 1997, Journal of consulting and clinical psychology.

[24]  Kathryn A. Cunningham,et al.  College on Problems of Drug Dependence , 2001 .

[25]  N. Heather,et al.  Importance of substance cues in relapse among heroin users: comparison of two methods of investigation. , 1991, Addictive behaviors.

[26]  J. Schumacher,et al.  Cell phones for ecological momentary assessment with cocaine-addicted homeless patients in treatment. , 2006, Journal of substance abuse treatment.

[27]  Robert Rosenthal,et al.  Computing Contrasts, Effect Sizes, and Counternulls on Other People's Published Data: General Procedures for Research Consumers , 1996 .

[28]  Scott E Lukas,et al.  Incidence and patterns of polydrug use and craving for ecstasy in regular ecstasy users: an ecological momentary assessment study. , 2006, Drug and alcohol dependence.

[29]  C. B. Taylor,et al.  Comparison of palmtop-computer-assisted brief cognitive-behavioral treatment to cognitive-behavioral treatment for panic disorder. , 1997, Journal of consulting and clinical psychology.