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      Measuring cannabis consumption: Psychometric properties of the Daily Sessions, Frequency, Age of Onset, and Quantity of Cannabis Use Inventory (DFAQ-CU)

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          Abstract

          Objective

          We created the Daily Sessions, Frequency, Age of Onset, and Quantity of Cannabis Use Inventory (DFAQ-CU) because the current lack of psychometrically sound inventories for measuring these dimensions of cannabis use has impeded research on the effects of cannabis in humans.

          Method

          A sample of 2,062 cannabis users completed the DFAQ-CU and was used to assess the DFAQ-CU’s factor structure and reliability. To assess validity, a subsample of 645 participants completed additional measures of cannabis dependence and problems (Marijuana Smoking History Questionnaire [MSHQ], Timeline Followback [TLFB], Cannabis Abuse Screening Test [CAST], Cannabis Use Disorders Identification Test Revised [CUDIT-R], Cannabis Use Problems Identification Test [CUPIT], and Alcohol Use Disorder Identification Test [AUDIT]).

          Results

          A six-factor structure was revealed, with factors measuring: daily sessions, frequency, age of onset, marijuana quantity, cannabis concentrate quantity, and edibles quantity. The factors were reliable, with Cronbach’s alpha coefficients ranging from .69 (daily sessions) to .95 (frequency). Results further provided evidence for the factors’ convergent (MSHQ, TLFB), predictive (CAST, CUDIT-R, CUPIT), and discriminant validity (AUDIT).

          Conclusions

          The DFAQ-CU is the first psychometrically sound inventory for measuring frequency, age of onset, and quantity of cannabis use. It contains pictures of marijuana to facilitate the measurement of quantity of marijuana used, as well as questions to assess the use of different forms of cannabis (e.g., concentrates, edibles), methods of administering cannabis (e.g., joints, hand pipes, vaporizers), and typical THC levels. As such, the DFAQ-CU should help facilitate research on frequency, quantity, and age of onset of cannabis use.

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          Most cited references31

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          Using Multivariate Statistics

          A Practical Approach to using Multivariate Analyses Using Multivariate Statistics , 6th edition provides advanced undergraduate as well as graduate students with a timely and comprehensive introduction to today's most commonly encountered statistical and multivariate techniques, while assuming only a limited knowledge of higher-level mathematics. This text's practical approach focuses on the benefits and limitations of applications of a technique to a data set - when, why, and how to do it. Learning Goals Upon completing this book, readers should be able to: Learn to conduct numerous types of multivariate statistical analyses Find the best technique to use Understand Limitations to applications Learn how to use SPSS and SAS syntax and output
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            Development and preliminary validation of a self-report measure of psychopathic personality traits in noncriminal populations.

            Research on psychopathology has been hindered by persisting difficulties and controversies regarding its assessment. The primary goals of this set of studies were to (a) develop, and initiate the construct validation of, a self-report measure that assesses the major personality traits of psychopathy in noncriminal populations and (b) clarify the nature of these traits via an exploratory approach to test construction. This measure, the Psychopathic Personality Inventory (PPI), was developed by writing items to assess a large number of personality domains relevant to psychopathy and performing successive item-level factor analyses and revisions on three undergraduate samples. The PPI total score and its eight subscales were found to possess satisfactory internal consistency and test-retest reliability. In four studies with undergraduates, the PPI and its subscales exhibited a promising pattern of convergent and discriminant validity with self-report, psychiatric interview, observer rating, and family history data. In addition, the PPI total score demonstrated incremental validity relative to several commonly used self-report psychopathy-related measures. Future construct validation studies, unresolved conceptual issues regarding the assessment of psychopathy, and potential research uses of the PPI are outlined.
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              A Study Of A Measure Of Sampling Adequacy For Factor-Analytic Correlation Matrices.

              Kaiser's Measure of Sampling Adequacy (MSA) for factor-analytic correlation matrices is studied for several levels each of p, the number of variables, q, the number of factors, and rfl, the root-mean-square off-diagonal correlation. The major influence for MSA is p, in agreement with theory; the joint main effect influences of p, q, and rfl to the total SSs remains greater than 84% under various choices of the levels of p, q, and rfl.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                26 May 2017
                2017
                : 12
                : 5
                : e0178194
                Affiliations
                [001]Department of Psychology, Washington State University, Pullman, WA, United States of America
                Waseda University, JAPAN
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                • Conceptualization: CC AS.

                • Data curation: CC AS.

                • Formal analysis: AS.

                • Funding acquisition: CC.

                • Investigation: CC AS.

                • Methodology: CC AS.

                • Project administration: CC.

                • Resources: CC.

                • Software: CC.

                • Supervision: CC.

                • Validation: CC AS.

                • Visualization: CC AS.

                • Writing – original draft: CC AS.

                • Writing – review & editing: CC AS.

                Author information
                http://orcid.org/0000-0002-5890-2985
                Article
                PONE-D-17-09280
                10.1371/journal.pone.0178194
                5446174
                28552942
                5c6509c4-976d-4bc2-97b0-3588c5d6c296
                © 2017 Cuttler, Spradlin

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 8 March 2017
                : 8 May 2017
                Page count
                Figures: 0, Tables: 4, Pages: 14
                Funding
                Funded by: Washington State University's Alcohol and Drug Abuse Research Program
                Award ID: 2474-1333
                Award Recipient :
                The Washington State University Alcohol and Drug Abuse Research Program funded the study (URL: https://adarp.wsu.edu, Grant Number: 2474-1333). The funder had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Medicine and Health Sciences
                Pharmacology
                Behavioral Pharmacology
                Recreational Drug Use
                Cannabis
                Medicine and Health Sciences
                Pharmacology
                Behavioral Pharmacology
                Recreational Drug Use
                Cannabis
                Marijuana
                Medicine and Health Sciences
                Pharmacology
                Drugs
                Cannabinoids
                Biology and Life Sciences
                Psychology
                Psychometrics
                Social Sciences
                Psychology
                Psychometrics
                Biology and Life Sciences
                Psychology
                Addiction
                Addicts
                Drug Users
                Social Sciences
                Psychology
                Addiction
                Addicts
                Drug Users
                Research and Analysis Methods
                Research Assessment
                Research Validity
                Research and Analysis Methods
                Research Design
                Survey Research
                Surveys
                Physical Sciences
                Chemistry
                Chemical Compounds
                Organic Compounds
                Alcohols
                Physical Sciences
                Chemistry
                Organic Chemistry
                Organic Compounds
                Alcohols
                Custom metadata
                All relevant data are within the paper and its Supporting Information files. Data are also available directly from the authors by emailing: carrie.cuttler@ 123456wsu.edu or dfaqcu@ 123456gmail.com .

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