• Excavating awareness and power in data science: A manifesto for trustworthy pervasive data research by Katie Shilton, Emanuel Moss, Sarah A Gilbert, Matthew J Bietz, Casey Fiesler, Jacob Metcalf, Jessica Vitak, Michael Zimmer in Big Data & Society
• Measuring Americans’ comfort with research uses of their social media data by Sarah Gilbert, Jessica Vitak, Katie Shilton in Social Media + Society
• Studying reddit: A systematic overview of disciplines, approaches, methods, and ethics by Nicholas Proferes, Naiyan Jones, Sarah Gilbert, Casey Fiesler, Michael Zimmer in Social Media + Society

• "I run the world's largest historical outreach project and it's on a cesspool of a website." Moderating a public scholarship site on Reddit: A case study of r/AskHistorians by Sarah Gilbert in Proceedings of the ACM on Human-Computer Interaction (CSCW)
• Sometimes I answer questions early participation in online communities for r/AskHistorians 
  • On early content moderation 
  • On women's participation 
• I also shared a series of posts summarizing findings from my dissertation with the r/AskHistorians community: 
  • Read Part 1, on learning and knowledge exchange
  • Read Part 2, on the cultural and technical impacts of Reddit on AskHistorians (and AskHistorians, on Reddit)
  • Read Part 3, on the visible and invisible work of AskHistorians moderators (and why they do it)

• Drivers of participation in digital citizen science: Case Studies on Järviwiki and Safecast by Victoria Palacin, Sarah Gilbert, Shane Orchard, Angela Eaton, Maria Angela Ferrario, Ari Happonen in Citizen Science Theories and Practice
• Motivations for participating in online initiatives: exploring motivations across initiative types by Sarah Gilbert [Doctoral Dissertation]
• Portraits of participation: Exploring the relationship between social motivators and facets of participation in a Twitter-based community by Sarah Gilbert in Proceedings of the 50th Hawaii International Conference on System Sciences

• Learning in a Twitter-based community of practice: an exploration of knowledge exchange as a motivation for participation in# hcsmca by Sarah Gilbert in Information, Communication & Society.
• Tweet to learn: Expertise and centrality in conference Twitter networks by Sarah Gilbert and Drew Paulin in  Proceedings of the 48th Hawaii International Conference on System Sciences. This paper also won the ASIS&T Social Informatics Best Student Paper award in 2016.

Below are select publications from the Social Science and Humanities Research Council of Canada funded project, Learning Analytics in the Social Media Age (PIs Drs. Anatoliy Gruzd and Caroline Haythornthwaite).

• Learning in the wild: coding for learning and practice on Reddit,  Caroline Haythornthwaite, Priya Kumar, Anatoliy Gruzd, Sarah Gilbert, Marc Esteve del Valle, Drew Paulin
• Learning in the wild: Coding Reddit for learning and practice,  Priya Kumar, Anatoliy Gruzd, Caroline Haythornthwaite, Sarah Gilbert, Marc Esteve del Valle, Drew Paulin.  *This paper was nominated for a best paper award*
• Social media in educational practice: Faculty present and future use of social media in teaching, Marc Esteve Del Valle, Anatoliy Gruzd, Caroline Haythornthwaite, Drew Paulin, Sarah Gilbert
• Uses and gratifications factors for social media use in teaching: Instructors’ perspectives,  Anatoliy Gruzd, Caroline Haythornthwaite, Drew Paulin, Sarah Gilbert, Marc Esteve Del Valle
• Social media and learning, Drew Paulin and Sarah Gilbert