Internet severity and activities addiction questionnaire (ISAAQ): Psychometrics of item response theory and clustering of online activities
Creators
- 1. Southern Health NHS Foundation Trust
- 2. Monash University
- 3. University of Cambridge
- 4. University of Stellenbosch
- 5. University of Chicago
Description
Background: Problematic usage of the internet (PUI) is an umbrella term, referring to a variety of maladaptive online behaviors linked to functional impairment. There is ongoing need for the development of instruments capturing not only PUI severity, but also the online activity types. The Internet Severity and Activities Questionnaire (ISAAQ), previously developed to address this need, required further refinement and validation.
Methods: Cross-sectional data was gathered in two separate samples (South Africa n = 3275, USA-UK n = 943) using the Internet Severity and Activities Addiction Questionnaire (ISAAQ). Item Response Theory (IRT) was used to examine the properties of the scale (Part A of the ISAAQ) and differential item functioning against demographic parameters. The severity scale of the ISAAQ was optimized by eliminating the poorest performing items using an iterative approach and examining validity metrics. Cluster analyses was used to examine internet activities and commonalities across samples (Part B of the ISAAQ).
Results: Optimization of ISAAQ using IRT yielded a refined 10-item version (ISAAQ-10), with less differential item functioning and a robust unidimensional factor structure. The ISAAQ-10 severity score correlated strongly with established measures of internet addiction (Compulsive Internet Use Scale [Person's r = 0.86] and the Internet Addiction Test-10 [r = 0.75]). Combined with gaming activity score it correlated moderately strongly with the established Internet Gaming Disorder Test (r = 0.65). Exploratory cluster analyses in both samples identified two groups, one of "low-PUI" [98.1-98.5%], and one of "high-PUI" [1.5-1.9%]. Multiple facets of internet activity appeared elevated in the high-PUI cluster.
Discussion: The ISAAQ-10 supersedes the earlier longer version of the ISAAQ, and provides a useful, psychometrically robust measure of PUI severity (Part A), and captures the extent of engagement in a wide gamut of online specific internet activities (Part B). ISAAQ-10 constitutes a valuable objective measurement tool for future studies.
Data availability
The data that support the findings of this study are available on legitimate scientific non-commercial request from the corresponding author, subject to agreement of the Chief Investigator for the respective data set. The data are not publicly available due to privacy or ethical restrictions.Files
Internet-severity-and-activities-addiction-questionnaire-ISAAQ.pdf
Files
(25.8 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:85e262531419e6e972922b1bd47a9628
|
22.4 MB | Download |
|
Article md5:3b14a5cdec24d811160bc444414e64d3 |
3.5 MB | Preview Download |
Additional details
Identifiers
- DOI
- 10.1016/j.comppsych.2023.152366
- Other
- oai:uchicago.tind.io:5495
Funding
- National Research Foundation of South Africa
- 118567
- Wellcome Trust
- 110049/Z/15/Z
- Wellcome Trust
- 110049/Z/15/A
- University of Chicago
- Wellcome Trust
- Clinical Fellowship
- Wellcome Truust
- Clinical Fellowship
- Turner Impact Fellowship
- Turner Institute for Brain and Mental Health