… Conclusions, limitations and future research This research used systematic literature review
… with social marketing campaigns via social media, this research sheds light on activities on …

… In this article, we review the research studies that focus on using social media text for mental
health surveillance. The importance of mental health surveillance, focusing on depression …

… social media use most likely displaces other media activities. To explain findings that seem
to support social … device use research, however, this review will focus on social displacement …

… , to participate in a research study survey. This paper outlines the process of snowball
sampling using social media, explores the relationship between social media posts and survey …

… Our findings also reiterate previous research on language use in mental health (De
Choudhury et al. 2013), as they describe symptoms of physical pain and sickness, besides …

… Direction of effects are rarely examined in this research literature, particularly using
longitudinal methods. Accordingly, we will consider and test all possibilities in the current study. …

… on this research agenda: negative sentiment about social media among … research landscape,
poor access to social media data, and the lack of a cohesive academic field. Social media …

… The results of the systematic review show that research using social media is still in its
early stages, but it is rapidly growing. With the amount and diversity of social media increasing …

… is to review social science research that leverages social media images, … research and
assessing the implications for future research. Specifically, this review will explore these research …

… Our study provides further evidence consistent with research documenting the increasing
use of online communities among people with mental illness for forming relationships with …