Psychometric properties and longitudinal measurement invariance of the drug craving scale: Modification of the Polish version of the Penn Alcohol Craving Scale (PACS)

PLoS One. 2021 Sep 8;16(9):e0256018. doi: 10.1371/journal.pone.0256018. eCollection 2021.

Abstract

Background: The Penn Alcohol Craving Scale (PACS) is an instrument with good psychometric properties that is widely used to assess alcohol craving. Based on the assumption that the experience of craving is independent of substance type, the Polish version of the PACS was modified to measure drug craving, thus creating the Penn Drug Craving Scale (PDCS). The analyses presented in the paper aim to verify the hypothesis that the PDCS has a unidimensional structure, is highly reliable and features longitudinal measurement invariance.

Methods: The research was conducted in 14 inpatient and 13 outpatient randomly selected facilities that provide psychosocial therapy to people with substance use disorder (SUD) in Poland, during June 2018 -July 2019. The data used for the analyses came from 282 patients diagnosed on the basis of ICD-10 criteria (F11.2-F19.2). The paper presents analyses with the application of: [1] confirmatory factor analysis (CFA) conducted on the basis of a polychoric correlation matrix and the WLSMV estimator; [2] a reliability estimate using Cronbach's alpha and coefficient omega; [3] verification of longitudinal measurement invariance between the beginning and end of therapy; [4] evaluation of criterion validity; [5] normalisation of the raw scores.

Results: The CFA results confirmed a unidimensional PDCS structure (RMSEA = 0.047, 95% CI: 0.000-0.103; CFI = 0.999; TLI = 0.999) and a high reliability of the scale (ω = 0.93). Moreover, a strict longitudinal measurement invariance of the instrument was confirmed.

Conclusions: Accurate assessment of craving is possible only with valid and reliable instruments. Therefore, the psychometric properties of the PDCS were verified based on the latest statistical approaches. The scale is a valid and highly reliable tool featuring longitudinal measurement invariance and can be usefully used for research and clinical purposes. Thus, the Polish version of the PACS has been modified and successfully applied to the population of people with SUD.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Adult
  • Craving / physiology*
  • Factor Analysis, Statistical
  • Female
  • Humans
  • Longitudinal Studies
  • Male
  • Poland
  • Psychometrics / methods*
  • Substance-Related Disorders / diagnosis*
  • Substance-Related Disorders / pathology
  • Substance-Related Disorders / prevention & control
  • Substance-Related Disorders / psychology*
  • Surveys and Questionnaires

Grants and funding

The research was conducted as part of a project selected in a competition procedure of the National Bureau for Drug Prevention (www.kbpn.gov.pl). Resources from the Fund for Solving Gambling Problems, which are available to the Minister of Health, constituted the source of its co-financing (140/W/H4/2018; 221/BO/H4/2019). The funds were awarded for the project to the Jagiellonian University; they were not assigned to a specific person. Author SOS received funding for a publication in Open Access in a competition procedure. The publication was funded by the Priority Research Area Society of the Future under the program “Excellence Initiative – Research University” at the Jagiellonian University in Krakow (www.futuresoc.id.uj.edu.pl) (166.0641.363.2019). The funders had no role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.