ArticleDrug and alcohol dependence2018
The Self-Report Habit Index: Assessing habitual marijuana, alcohol, e-cigarette, and cigarette use.
Article in Drug and alcohol dependence, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.
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Who cites it
29 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Instruments to measure e-cigarette related constructs: a systematic review.BMC public health · 2022Pooled it
- Effects of Alcohol Cue Reactivity on Subsequent Treatment Outcomes Among Treatment-Seeking Individuals with Alcohol Use Disorder: A Multisite Randomized, Double-Blind, Placebo-Controlled Clinical Trial of Varenicline.Alcoholism, clinical and experimental research · 2020Trial
- Examining the feasibility and preliminary efficacy of a group-based physical activity intervention integrating strength training among pre- and perimenopausal women: A randomized pilot trial.Women's health (London, England)Trial
- A Cluster Randomized Trial of Primary Care Practice Redesign to Integrate Behavioral Health for Those Who Need It Most: Patients With Multiple Chronic Conditions.Annals of family medicineTrial
- The role of the orbitofrontal cortex in smoking cue-reactivity in onset phase of smoking behavior, a fMRI study in adolescents.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2026Article
- Differentiating the Determinants of Ever Having Used a Vape Versus Use Frequency: A Hurdle Modelling Approach.International journal of behavioral medicine · 2026Article
- The use of financial incentives for smoking cessation in pregnant women: A parallel-group randomised controlled trial protocol.Addiction (Abingdon, England) · 2025Article
- Article
- Subjective Assessment of Rdoc-Related Constructs in Addiction and Compulsive Disorders: A Scoping Review.Clinical neuropsychiatry · 2024Review
- Psychometric evaluation of the Self-Report Habit Index for assessing habitual e-cigarette use behavior in high school adolescents.Drug and alcohol dependence reports · 2024Article
- Defending and defining compulsive behaviour in addiction.Addiction biology · 2024Article
- Non-alcoholic beverage consumption among US adults who consume alcohol.Addiction (Abingdon, England) · 2024Article
- Examining the validity of the addictions neuroclinical assessment domains in a crowdsourced sample of adults with current alcohol use.Experimental and clinical psychopharmacology · 2024Article
- The Moderating Role of Health Status on the Association Between Depressive Symptoms and Cannabis Vaping.Cannabis (Albuquerque, N.M.) · 2024Article
- Practice-Level Documentation of Alcohol-Related Problems in Primary Care.JAMA network open · 2023Article
- Dynamic structural equation modeling of the relationship between alcohol habit and drinking variability.Drug and alcohol dependence · 2022Article
- A customized adherence enhancement program for adolescents and young adults with suboptimal adherence and bipolar disorder: Trial design and methodological report.Contemporary clinical trials · 2022Article
- The mediating roles of demand and satisfaction in formation process of physical exercise habits among college students.Scientific reports · 2022Article
- Reporting of pneumothorax in association with vaping devices and electronic cigarettes.BMJ case reports · 2021Article
- Psychometric investigation of the Chinese version of the Habit, Reward and Fear Scale (HRFS).Brain and behavior · 2021Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
backgroundSubstance use is partially driven by habitual processes that occur automatically in response to environmental cues and may be central to users' identities. This study was designed to validate the Self-Report Habit Index (SRHI) for assessing habitual marijuana, alcohol, cigarette, and e-cigarette use.
methodsWe examined the SRHI's psychometrics in separate samples of adult marijuana (Ns = 189;170), alcohol (Ns = 100;133), cigarette (Ns = 58;371), and e-cigarette (N = 239) users.
resultsA 6-item, single-factor solution evidenced good fit across substances (CFI marijuana/alcohol/cigarettes/e-cigarettes = 0.996/0.997/0.996/0.994, RMSEA = 0.046/0.047/0.067/0.068, SRMR = 0.017/0.017/0.010/0.015) and internal consistency (α = 0.88/0.94/0.95/0.91). The SRHI was scalar invariant for sex and race. However, independent-samples t-tests indicated only that women endorsed stronger habitual e-cigarette use and that men endorsed stronger habitual marijuana use. The SRHI also was scalar invariant by product type in dual-users (cigarettes/e-cigarettes[N = 371]; alcohol/cigarettes [n = 58]), although differences in habit strength only were observed for cigarettes versus e-cigarettes, with dual-users reporting stronger habitual cigarette use. Finally, the SRHI predicted frequency of marijuana, alcohol, cigarette, and e-cigarette use (n
conclusionsThe SRHI is a psychometrically sound measure of adults' habitual substance use. The SRHI detected mean differences by sex and substance type and predicted the frequency of using each substance. Future research should determine if the SRHI is appropriate for use with other substances or age groups (e.g., adolescents), how it relates to task-based, behavioral measures of habit strength, and the degree to which habit predicts the development or maintenance of addiction.
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