The measurement of drug craving
Open accessAbstract
This paper reviews theoretical and methodological issues in the measurement of drug craving, with an emphasis on self‐report assessment. Despite the important role that craving plays in many research and clinical settings, the way in which the construct is conceptualized and measured rarely receives sufficient attention. Issues pertinent to conceptualizing craving are identified. Because there is no single perfect measure of craving, it is essential that researchers understand the limitations of each measure. Measurement performance concerns that affect the validity of different measures are reviewed. Non‐verbal assessment methods are also reviewed. Research factors that may help determine the optimal measures for a given study are highlighted. It is concluded that advances in assessment will proceed only when combined with additional research and a better theoretical understanding of craving.
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Multi-item scales may offer improved reliability and sensitivity compared with single-item scales.
“Although multi-item scales may offer improved reliability and sensitivity compared with single-item scales (12, 62), they can be cumbersome, time-consuming, and lead to respondent disengagement, demotivation, and increased reactivity (62, 63).”
From Craving in Opioid Use Disorder: From Neurobiology to Clinical Practice (2019) · cites this paper as [62]
Multi-item scales can be cumbersome, time-consuming, and lead to respondent disengagement, demotivation, and increased reactivity.
“Although multi-item scales may offer improved reliability and sensitivity compared with single-item scales (12, 62), they can be cumbersome, time-consuming, and lead to respondent disengagement, demotivation, and increased reactivity (62, 63).”
From Craving in Opioid Use Disorder: From Neurobiology to Clinical Practice (2019) · cites this paper as [62]
Observational methods can be challenging to implement in clinical practice and may reflect more than just craving alone.
“However, observational methods can be challenging to implement in clinical practice and may reflect more than just craving alone (61, 62).”
From Craving in Opioid Use Disorder: From Neurobiology to Clinical Practice (2019) · cites this paper as [62]
Multi-item scales can be used to assess craving; for example, the Opioid Craving Scale includes three questions each rated on a 0-10 visual analogue scale.
“Alternatively, multi-item scales can be used to assess craving (62), for example, the Opioid Craving Scale includes three questions each rated on a 0–10 VAS.”
From Craving in Opioid Use Disorder: From Neurobiology to Clinical Practice (2019) · cites this paper as [62]
In domains such as drug addiction and hunger, researchers have struggled to establish a gold-standard behavioral metric of subjective craving with better external validity than self-report.
“Note, however, that, also in domains such as drug addiction and hunger, researchers have struggled to establish a gold-standard behavioral metric of subjective craving with better external validity than self-report45.”
From Acute social isolation evokes midbrain craving responses similar to hunger (2020) · cites this paper as [45]
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Effects of smoking opportunity on attentional bias in smokers.
Wertz, J. M., & Sayette, M. A. (2001) · Psychology of Addictive Behaviors · doi:10.1037/0893-164x.15.3.268 · Cited by 106 · see citing works
A psychometric evaluation of cigarette stimuli used in a cue reactivity study
Carter, B., Robinson, J. D., Lam, C. Y., Wetter, D. W., Tsan, J. Y., Day, S. X., & Cinciripini, P. M. (2006) · Nicotine & Tobacco Research · doi:10.1080/14622200600670215 · Cited by 104 · see citing works
Attenuated salivary cortisol secretion under cue exposure is associated with early relapse
JUNGHANNS, K., TIETZ, U., DIBBELT, L., KUETHER, M., JURTH, R., EHRENTHAL, D., BLANK, S., & BACKHAUS, J. (2005) · Alcohol and Alcoholism · doi:10.1093/alcalc/agh107 · Cited by 100 · see citing works
Etter, J. (2005) · Nicotine & Tobacco Research · doi:10.1080/14622200412331328501 · Cited by 100 · see citing works
Chronic pain, craving, and illicit opioid use among patients receiving opioid agonist therapy
Tsui, J. I., Lira, M. C., Cheng, D. M., Winter, M. R., Alford, D. P., Liebschutz, J. M., Edwards, R. R., & Samet, J. H. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.06.024 · Cited by 97 · see citing works
Automatic affective responses to smoking cues.
Payne, B. K., McClernon, F. J., & Dobbins, I. G. (2007) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.15.4.400 · Cited by 99 · see citing works
The Functional Significance of Craving in Nicotine Dependence
Tiffany, S. T., Warthen, M. W., & Goedeker, K. C. (2008) · Nebraska Symposium on Motivation/The Nebraska symposium on motivation · doi:10.1007/978-0-387-78748-0_10 · Cited by 99 · see citing works
A role for dopamine in the processing of drug cues in heroin dependent patients
Franken, I. H. A., Hendriks, V. M., Stam, C. J., & van den Brink, W. (2004) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2004.02.004 · Cited by 96 · see citing works
Kearney-Ramos, T. E., Dowdle, L. T., Lench, D. H., Mithoefer, O. J., DeVries, W. H., George, M. S., Anton, R. F., & Hanlon, C. A. (2018) · Biological Psychiatry Cognitive Neuroscience and Neuroimaging · doi:10.1016/j.bpsc.2018.03.016 · Cited by 91 · see citing works
Exploring the Cold-to-Hot Empathy Gap in Smokers
Sayette, M. A., Loewenstein, G. F., Griffin, K. M., & Black, J. J. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02178.x · Cited by 96 · see citing works
Effects of a context shift and multiple context extinction on reactivity to alcohol cues.
MacKillop, J. M., & Lisman, S. A. (2008) · Experimental and Clinical Psychopharmacology · doi:10.1037/a0012686 · Cited by 93 · see citing works
Effects of attention control training on drug abusers’ attentional bias and treatment outcome.
Ziaee, S. S., Fadardi, J. S., Cox, W. M., & Yazdi, S. A. A. (2016) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0040290 · Cited by 93 · see citing works
Sayette, M. A., Schooler, J. W., & Reichle, E. D. (2009) · Psychological Science · doi:10.1177/0956797609354059 · Cited by 92 · see citing works
A natural language screening measure for motivation to change
Miller, W. R., & Johnson, W. R. (2008) · Addictive Behaviors · doi:10.1016/j.addbeh.2008.04.018 · Cited by 109 · see citing works
Acute Effects of Aerobic Exercise and Hatha Yoga on Craving to Smoke
Elibero, A., Rensburg, K. J. V., & Drobes, D. J. (2011) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntr163 · Cited by 91 · see citing works
Vollstädt‐Klein, S., Loeber, S., von der Goltz, C., Mann, K. F., & Kiefer, F. (2009) · Alcohol and Alcoholism · doi:10.1093/alcalc/agp056 · Cited by 91 · see citing works
Visuospatial tasks suppress craving for cigarettes
May, J., Andrade, J., Panabokke, N., & Kavanagh, D. J. (2010) · Behaviour Research and Therapy · doi:10.1016/j.brat.2010.02.001 · Cited by 89 · see citing works
Behavioral Economic Analysis of Cue-Elicited Craving for Tobacco: A Virtual Reality Study
Acker, J. D., & MacKillop, J. M. (2013) · Nicotine & Tobacco Research · doi:10.1093/ntr/nts341 · Cited by 88 · see citing works
The relationship between craving and tobacco use behavior in laboratory studies: A meta-analysis.
Gass, J. C., Motschman, C. A., & Tiffany, S. T. (2014) · Psychology of Addictive Behaviors · doi:10.1037/a0036879 · Cited by 86 · see citing works
Demmel, R., Beck, B., Richter, D., & Reker, T. (2004) · European Addiction Research · doi:10.1159/000077702 · Cited by 87 · see citing works
Neurofeedback Training for Opiate Addiction: Improvement of Mental Health and Craving
Dehghani-Arani, F., Rostami, R., & Nadali, H. (2013) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-013-9218-5 · Cited by 91 · see citing works
Alcohol increases cognitive biases for smoking cues in smokers
Field, M., Mogg, K., & Bradley, B. P. (2005) · Psychopharmacology · doi:10.1007/s00213-005-2251-1 · Cited by 84 · see citing works
Giuliani, N. R., & Berkman, E. T. (2015) · Psychological Inquiry · doi:10.1080/1047840x.2015.955072 · Cited by 84 · see citing works
Lukas, S. E., Lowen, S. B., Lindsey, K. P., Conn, N., Tartarini, W., Rodolico, J., Mallya, G., Palmer, C., & Penetar, D. M. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.03.055 · Cited by 83 · see citing works
- Authors
- Sayette, M. A., Shiffman, S., Tiffany, S. T., Niaura, R. S., Martin, C. S., & Schadel, W. G.
- Affiliations
- University of Pittsburgh (US)
- Purdue University West Lafayette (US)
- Brown University (US)
- Venue
- Addiction
- Publisher
- Wiley
- Published
- 2000-08
- Volume
- 95
- Issue
- 8s2
- Pages
- 189-210
- ISSN
- 0965-2140 (ISSN-L)
- 1360-0443
- PMC
- PMC2683662
- OpenAlex
- W1991983775
- Cited by
- 684
- References
- 117
- Citations by year
- 2026: 20 · 2025: 22 · 2024: 26 · 2023: 29 · 2022: 30 · 2021: 31 · 2020: 91 · 2019: 33 · 2018: 16 · 2017: 15 · 2016: 18 · 2015: 35 · 2014: 28 · 2013: 37 · 2012: 41
- FWCI
- 9.04
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Addiction (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (5r29aa009918-05)
- National Institute on Alcohol Abuse and Alcoholism (AA09918)
- National Institute on Drug Abuse (DA10605, R01DA010605)
- National Cancer Institute (R01CA159463)
- Topics
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- drug craving, craving measurement, self-report measures, construct validity, nonverbal assessment, measurement instruments
- MeSH terms
- Humans, Research Design, Self Disclosure, Sensitivity and Specificity, Reproducibility of Results, Behavior, Addictive
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