Development and Validation of the TikTok Addiction Scale-Short Form (TTAS-SF)
Galanis, P. A.; Katsiroumpa, A.; Konstantakopoulou, O.; Galani, O.; Tsiachri, M.; Moisoglou, I.
Show abstract
OBJECTIVETo develop and validate a short version of the TikTok Addiction Scale, i.e. the TikTok Addiction Scale-Short Form (TTAS-SF). METHODConstruct validity of the TTAS-SF was assessed through corrected item-total correlations and confirmatory factor analysis. Concurrent validity was examined using the Bergen Social Media Addiction Scale (BSMAS), the Patient Health Questionnaire-4 (PHQ-4), and the Big Five Inventory-10 (BFI-10). Reliability was evaluated through multiple indices, including Cronbachs alpha, McDonalds omega, Cohens kappa, and the intraclass correlation coefficient. RESULTSCorrected item-total correlations and confirmatory factor analysis confirmed that the final version of the TTAS-SF includes six items in one factor. Concurrent validity of the TTAS-SF was excellent since we found statistically significant correlations between the TTAS-SF and the BSMAS, the PHQ-4, and the BFI{square}10. Cronbachs alpha and McDonalds Omega for the TTAS-SF was 0.805 and 0.817, respectively. Cohens kappa for the six items ranged from 0.789 to 0.905 (p < 0.001 in all cases). Additionally, intraclass correlation coefficient was 0.993 (p < 0.001). Thus, the reliability of the TTAS-SF was excellent. The best cut-off point for the TTAS-SF was 13, indicating that TikTok users with TTAS-SF score [≥]13 were considered as users with a problematic TikTok use and high probability of addiction issues, and those with TTAS-SF score <13 as healthy users. CONCLUSIONSThe TTAS-SF is a one-factor 6-item scale with great reliability and validity. The TTAS-SF is a short and easy-to-use tool that measures levels of TikTok addiction in a couple of minutes. Valid measurement of TikTok addiction with brief and valid tools is essential to further understand predictors and consequences of this phenomenon.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Temperament profile and its association with the vulnerability to smartphone addiction of medical students in Indonesia 96%
- From Traits to Puffs: The Interplay of Personality, Pandemic Stress, and Smoking Behaviors 96%
- Fear among Syrians: a Proposed Cutoff Score and Validation of the Arabic Fear of COVID-19 Scale- A National Survey 95%
Similar papers in this journal
- Development and use analysis of ‘gestioemocional.cat’, a web app for promoting emotional self-care and access to professional mental health resources during the covid-19 pandemic 92%
- Evaluating the Clinical Feasibility of an Artificial Intelligence-Powered Clinical Decision Support System: A Longitudinal Feasibility Study 92%
- Evidence for feasibility of mobile health and social media-based interventions for early psychosis and clinical high risk 91%
Similar papers in this journal
- Social networking service, patient-generated health data, and population health informatics: patterns and implications for using digital technologies to support mental health 94%
- Validation of Visual and Auditory Digital Markers of Suicidality in Acutely Suicidal Psychiatric In-Patients 92%
- Socio-educational Impact and Psychological Distress of Medical Students amid the COVID-19 Pandemic: A Japanese Cross-Sectional Survey 92%
Similar papers in this journal
- Have the COVID-19 Pandemic and Lockdown Affected Children’s Mental Health in the Long Term? A Repeated Cross-Sectional Study 94%
- Impact of COVID-19 on College Students' at One of the Most Diverse Campuses in the United States: A Factor Analysis of Survey Data 94%
- Psychiatric Manifestations and Associated Risk Factors among Hospitalized Patients with COVID-19 in Edo State, Nigeria 92%
Similar papers in this journal
- Development and Initial Validation of the Duke Misophonia Questionnaire 93%
- Men’s Internet Sex Addiction Predicts Sexual Objectification of Women Even After Taking Pornography Consumption Frequency into Account 93%
- A cross-sectional survey of material deprivation and suicide-related ideation among Vietnamese technical interns in Japan in 2021 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.