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This article explores how digital exclusion measured by citizens' occasional social media use and their skeptical social media attitude may affect their satisfaction with democracy (SWD), which is critical for public engagement and democratic stability in Europe.

This study employs multilevel regression to test the hypotheses proposed in the context of Europe and uses cross-level data sources. Individual-level data, including social media use frequency and attitude and SWD, come from the 2012, 2014 and 2016 Eurobarometer surveys. Country-level data are derived from multiple pre-existing datasets.

The empirical results suggest that digital exclusion measured by occasional use and skeptical attitude are negatively associated with the likelihood of SWD. Additionally, the negative effect of a skeptical attitude increases in importance over time. Finally, although government transparency can mitigate the negative effect of a skeptical attitude, its role in mitigating the negative effect of occasional use is effective only in countries with moderate or low transparency levels.

This study preliminarily explores the direct, changing and conditional impacts of digital exclusion in social media on SWD. It also deepens our understanding of digital exclusion by differentiating between its physical and motivational aspects, which relate to public engagement and equity and then comparing their relative importance.