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Accepted for/Published in: JMIR Formative Research

Date Submitted: Jan 19, 2021
Date Accepted: May 3, 2021
Date Submitted to PubMed: May 22, 2021

The final, peer-reviewed published version of this preprint can be found here:

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

Guelmami N, ben Khalifa M, Chalghaf N, Kong JD, Amayra T, Wu J, Azaiez F, Bragazzi NL

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

JMIR Form Res 2021;5(6):e27280

DOI: 10.2196/27280

PMID: 34021742

PMCID: 8191730

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Preliminary development of the social media disinformation scale (SMDS-12) and its association with social media addiction and mental health: COVID-19 as a pilot case study

  • Noomen Guelmami; 
  • Maher ben Khalifa; 
  • Nasr Chalghaf; 
  • Jude Dzevela Kong; 
  • Tannoubi Amayra; 
  • Jianhong Wu; 
  • Fairouz Azaiez; 
  • Nicola Luigi Bragazzi

ABSTRACT

Background:

In recent years, online disinformation has increased. An infodemic has spread around the COVID-19 pandemic. Since January 2020, the culprits and antidotes to disinformation have been digital and social media.

Objective:

Our study aimed to develop and test the psychometric properties of the SMDS-12 measurement scale which assesses the consumption, confidence, and sharing of information related to covid-19 by social media users.

Methods:

A total of 874 subjects recruited over two exploratory (n = 179, Mean age = 29.34, SD = 7.98) and confirmatory (n = 695, Mean age = 31.22, SD = 11.63) periods, completed thesocial media disinformation scale (SMDS-12),the Internet addiction test (IAT), the COVID-19 fear scale, and the perceived stress questionnaire.The 12-item scale (SMDS-12 ) was initially tested by exploratory factor analysis.

Results:

The test supported the three-dimensional structure, in addition, no items were removed from the measurement scale. 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 reliability of the instrument examined by means of three internal consistency indices demonstrated that the three dimensions of the instrument are reliable.The correlation between the instrument's dimensions with the internet addiction scale and mental health factors showed positive associations.

Conclusions:

The scale is eligible for measuring the credibility of disinformation and can be adapted to measure the credibility of social media disinformation in other contexts.


 Citation

Please cite as:

Guelmami N, ben Khalifa M, Chalghaf N, Kong JD, Amayra T, Wu J, Azaiez F, Bragazzi NL

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

JMIR Form Res 2021;5(6):e27280

DOI: 10.2196/27280

PMID: 34021742

PMCID: 8191730

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