Development of the 12-Item Social Media Disinformation Scale and its Association With Social Media Addiction and Mental Health Related to COVID-19 in Tunisia: Survey-Based Pilot Case Study.

Journal: JMIR formative research

Volume: 5

Issue: 6

Year of Publication: 

Affiliated Institutions:  Higher Institute of Sport and Physical Education of Kef, University of Jendouba, Jendouba, Tunisia. Research and Applications Unit in Marketing (URAM), Faculty of Economics and Management of Tunis (FSEGT), University of Tunis El Manar (UTM), Tunis, Tunisia. Group for the Study of Development and Social Environment (GEDES), Faculty of Human and Social Science of Sfax, Sfax, Tunisia. Department of Mathematics and Statistics, York University, Toronto, ON, Canada. Postgraduate School of Public Health, Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.

Abstract summary 

In recent years, online disinformation has increased. Fake news has been spreading about the COVID-19 pandemic. Since January 2020, the culprits and antidotes to disinformation have been digital media and social media.Our study aimed to develop and test the psychometric properties of the 12-item Social Media Disinformation Scale (SMDS-12), which assesses the consumption, confidence, and sharing of information related to COVID-19 by social media users.A total of 874 subjects were recruited over two phases: the exploratory phase group had a mean age of 28.39 years (SD 9.32) and the confirmatory phase group had a mean age of 32.84 years (SD 12.72). Participants completed the SMDS-12, the Internet Addiction Test, the COVID-19 Fear Scale, and the 10-item Perceived Stress Scale. The SMDS-12 was initially tested by exploratory factor analysis and was subsequently tested by confirmatory factor analysis.The test supported the three-factor structure. In addition, no items were removed from the measurement scale, with three factors explaining up to 73.72% of the total variance, and the items had a lambda factor loading ranging from 0.73 to 0.85. Subsequently, confirmatory factor analysis confirmed the robustness of the measure by referring to a wide range of goodness-of-fit indices that met the recommended standards. The construct validity of the scale was supported by its convergent and discriminant validity. The reliability of the instrument examined by means of three internal consistency indices, and the corrected item-total correlation, demonstrated that the three dimensions of the instrument were reliable: Cronbach α values were .89, .88, and .88 for the consumption, confidence, and sharing subscales, respectively. The corrected item-total correlation ranged from 0.70 to 0.78. The correlation of the instrument's dimensions with internet addiction and mental health factors showed positive associations.The SMDS-12 can be reliably utilized to measure the credibility of social media disinformation and can be adapted to measure the credibility of disinformation in other contexts.

Authors & Co-authors:  Guelmami Noomen N Ben Khalifa Maher M Chalghaf Nasr N Kong Jude Dzevela JD Amayra Tannoubi T Wu Jianhong J Azaiez Fairouz F Bragazzi Nicola Luigi NL

Study Outcome 

Source Link: Visit source

Statistics
Citations :  Shen TS, Chen AZ, Bovonratwet P, Shen CL, Su EP. COVID-19-related internet search patterns among people in the United States: Exploratory analysis. J Med Internet Res. 2020 Nov 23;22(11):e22407. doi: 10.2196/22407.
Authors :  8
Identifiers
Doi : e27280
SSN : 2561-326X
Study Population
Male,Female
Mesh Terms
Other Terms
COVID-19 pandemic;media disinformation;mental health;scale validation;social media addiction
Study Design
Case Study,Exploratory Study,Cross Sectional Study
Study Approach
Country of Study
Tunisia
Publication Country
Canada