Internet Gaming Disorder as a formative construct: Implications for conceptualization and measurement. Issue 7 (6th July 2016)
- Record Type:
- Journal Article
- Title:
- Internet Gaming Disorder as a formative construct: Implications for conceptualization and measurement. Issue 7 (6th July 2016)
- Main Title:
- Internet Gaming Disorder as a formative construct: Implications for conceptualization and measurement
- Authors:
- van Rooij, Antonius J
Van Looy, Jan
Billieux, Joël - Abstract:
- Abstract : Some people have serious problems controlling their Internet and video game use. The DSM‐5 now includes a proposal for 'Internet Gaming Disorder' (IGD) as a condition in need of further study. Various studies aim to validate the proposed diagnostic criteria for IGD and multiple new scales have been introduced that cover the suggested criteria. Using a structured approach, we demonstrate that IGD might be better interpreted as a formative construct, as opposed to the current practice of conceptualizing it as a reflective construct. Incorrectly approaching a formative construct as a reflective one causes serious problems in scale development, including: (i) incorrect reliance on item‐to‐total scale correlation to exclude items and incorrectly relying on indices of inter‐item reliability that do not fit the measurement model (e.g., Cronbach's α); (ii) incorrect interpretation of composite or mean scores that assume all items are equal in contributing value to a sum score; and (iii) biased estimation of model parameters in statistical models. We show that these issues are impacting current validation efforts through two recent examples. A reinterpretation of IGD as a formative construct has broad consequences for current validation efforts and provides opportunities to reanalyze existing data. We discuss three broad implications for current research: (i) composite latent constructs should be defined and used in models; (ii) item exclusion and selection should not relyAbstract : Some people have serious problems controlling their Internet and video game use. The DSM‐5 now includes a proposal for 'Internet Gaming Disorder' (IGD) as a condition in need of further study. Various studies aim to validate the proposed diagnostic criteria for IGD and multiple new scales have been introduced that cover the suggested criteria. Using a structured approach, we demonstrate that IGD might be better interpreted as a formative construct, as opposed to the current practice of conceptualizing it as a reflective construct. Incorrectly approaching a formative construct as a reflective one causes serious problems in scale development, including: (i) incorrect reliance on item‐to‐total scale correlation to exclude items and incorrectly relying on indices of inter‐item reliability that do not fit the measurement model (e.g., Cronbach's α); (ii) incorrect interpretation of composite or mean scores that assume all items are equal in contributing value to a sum score; and (iii) biased estimation of model parameters in statistical models. We show that these issues are impacting current validation efforts through two recent examples. A reinterpretation of IGD as a formative construct has broad consequences for current validation efforts and provides opportunities to reanalyze existing data. We discuss three broad implications for current research: (i) composite latent constructs should be defined and used in models; (ii) item exclusion and selection should not rely on item‐to‐total scale correlations; and (iii) existing definitions of IGD should be enriched further. … (more)
- Is Part Of:
- Psychiatry and clinical neurosciences. Volume 71:Issue 7(2017)
- Journal:
- Psychiatry and clinical neurosciences
- Issue:
- Volume 71:Issue 7(2017)
- Issue Display:
- Volume 71, Issue 7 (2017)
- Year:
- 2017
- Volume:
- 71
- Issue:
- 7
- Issue Sort Value:
- 2017-0071-0007-0000
- Page Start:
- 445
- Page End:
- 458
- Publication Date:
- 2016-07-06
- Subjects:
- formative measurement model -- Internet Gaming Disorder -- psychometrics -- reflective measurement model -- validation
Psychiatry -- Periodicals
Neurology -- Periodicals
616.89 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1111/pcn.12404 ↗
- Languages:
- English
- ISSNs:
- 1323-1316
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6946.260550
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 1474.xml