Publications Database

Welcome to the new Schulich Peer-Reviewed Publication Database!

The database is currently in beta-testing and will be updated with more features as time goes on. In the meantime, stakeholders are free to explore our faculty’s numerous works. The left-hand panel affords the ability to search by the following:

  • Faculty Member’s Name;
  • Area of Expertise;
  • Whether the Publication is Open-Access (free for public download);
  • Journal Name; and
  • Date Range.

At present, the database covers publications from 2012 to 2020, but will extend further back in the future. In addition to listing publications, the database includes two types of impact metrics: Altmetrics and Plum. The database will be updated annually with most recent publications from our faculty.

If you have any questions or input, please don’t hesitate to get in touch.

 

Search Results

Maxwell Poole, Ethan Pancer, Matthew Philp, Theodore J. Noseworthy (2023). "COVID-19 and the decline of active social media engagement", European Journal of Marketing, 58 (2), 548-571.

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Keywords
Abstract

Purpose

The COVID-19 pandemic triggered an increase in online traffic, with many assuming that this technology would facilitate coping through active social connections. This study aims to interrogate the nature of this traffic-engagement relationship by distinguishing between passive (e.g. browsing) and active (e.g. reacting, commenting and sharing) engagement, and examining behavioral shifts across platforms.

Design/methodology/approach

Three field studies assessed changes in social media engagement during the COVID-19 pandemic. These studies included social media engagement with the most followed accounts (Twitter), discussion board commenting (Reddit) and news content sharing (Facebook).

Findings

Even though people spent more time online during the pandemic, the current research finds people were actively engaging less. Users were reacting less to popular social media accounts, commenting less on discussion boards and even sharing less news content.

Research limitations/implications

While the current work provides a systematic observation of engagement during a global crisis, it does not claim causality based on its correlational nature. Future research should test potential mechanisms (e.g. anxiety, threat and privacy) to draw causal inference and identify possible interventions.

Practical implications

The pandemic shed light on a complex systemic issue: the misunderstanding and oversimplification of how online platforms facilitate social cohesion. It encourages thoughtful consideration of online social dynamics, emphasizing that not all engagement is equal and that the benefits of connection may not always be realized as expected.

Originality/value

This research provides a postmortem on the traffic-engagement relationship, highlighting that increased online presence does not necessarily translate to active social connection, which might help explain the rise in mental health issues that emerged from the pandemic.

Dean Neu, Gregory D. Saxton (2023). "Twitter Bots, Democratic Deliberation and Social Accountability: The Case of #OccupyWallStreet", Accounting, Auditing & Accountability Journal.

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Keywords
Abstract

Purpose

This study is motivated to provide a theoretically informed, data-driven assessment of the consequences associated with the participation of non-human bots in social accountability movements; specifically, the anti-inequality/anti-corporate #OccupyWallStreet conversation stream on Twitter.

Design/methodology/approach

A latent Dirichlet allocation (LDA) topic modeling approach as well as XGBoost machine learning algorithms are applied to a dataset of 9.2 million #OccupyWallStreet tweets in order to analyze not only how the speech patterns of bots differ from other participants but also how bot participation impacts the trajectory of the aggregate social accountability conversation stream. The authors consider two research questions: (1) do bots speak differently than non-bots and (2) does bot participation influence the conversation stream.

Findings

The results indicate that bots do speak differently than non-bots and that bots exert both weak form and strong form influence. Bots also steadily become more prevalent. At the same time, the results show that bots also learn from and adapt their speaking patterns to emphasize the topics that are important to non-bots and that non-bots continue to speak about their initial topics.

Research limitations/implications

These findings help improve understanding of the consequences of bot participation within social media-based democratic dialogic processes. The analyses also raise important questions about the increasing importance of apparently nonhuman actors within different spheres of social life.

Originality/value

The current study is the first, to the authors’ knowledge, that uses a theoretically informed Big Data approach to simultaneously consider the micro details and aggregate consequences of bot participation within social media-based dialogic social accountability processes.

Saxton, G., Singhal, A., Wang, H. and Xu, W. (2019). "Social Media Fandom for Health Promotion?", SEARCH Journal of Media and Communication Research, 11(1), 1-14.

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Keywords
Abstract As digital media technologies proliferate and social media spaces expand, how does one leverage popularity and cultivate fandom to promote health? Despite the easy entry, broad reach, and interactive features of social media such as Facebook and Twitter, health promoters are unsure how to meaningfully engage users and build lasting online communities. In this article, we examined the Facebook Insights and Twitter hashtag network over a nine-month period for Season 1 of the exemplary transmedia edutainment show East Los High. Premiered on Hulu, the popular entertainment streaming site, East Los High was purposefully designed to serve Latino youths in the United States, spurring conversations and promoting healthy relationships and safe sex practices across different digital platforms. We used Facebook analytics to gauge the audience reach, engagement, and dissemination; developed a 10-indicator index to identify the most successful among the 352 Facebook posts; analysed the position of East Los High in the Facebook co-commenting network; and assessed the top word pairs from those Facebook comments in accordance with the show’s social objectives. We also studied the underlying structure of the Twitter hashtag network representing the interactions between @EastLosHighShow and its 2,136 followers with tweets that included #ELH, #ELHaddict(s), and/or #EastLosHigh. While challenges exist in initiating and maintaining user engagement on these social media platforms, our findings revealed effective and actionable strategies for health promotion by cultivating fandom and building communities on social media.

Saxton, G. and Xu, W. (2019). "Does Stakeholder Engagement Pay off on Social Media? A Social Capital Perspective", Nonprofit & Voluntary Sector Quarterly, 48(1), 28-49.

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Keywords
Abstract Nonprofits use social media to pursue a broad range of mission-related outcomes. Given the centrality of user connections and social networks on these sites, attaining these outcomes is contingent on first generating a stock of online social capital through investing in online relationships. Yet, little is known empirically about this process. To better understand the return on social media, this study develops empirical measures of four key dimensions of social media–based social capital centering on the nature of nonprofits’ network positions and stakeholder ties. The study then tests a series of hypotheses relating the increase in social capital to different types of stakeholder engagement tactics. Using Twitter data on 198 community foundations, the study finds that content with multiple communication cues and intersectoral stakeholder targeting predict higher levels of social capital; communicative and stakeholder diversity, thus, appear to play a key role in the successful organizational use of social media.

Guo, C. and Saxton, G. (2018). "Speaking and Being Heard: How Nonprofit Advocacy Organizations Gain Attention on Social Media", Nonprofit & Voluntary Sector Quarterly, 47(1), 5-26.

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Keywords
Abstract The social media era ushers in an increasingly “noisy” information environment that renders it more difficult for nonprofit advocacy organizations to make their voices heard. How then can an organization gain attention on social media? We address this question by building and testing a model of the effectiveness of the Twitter use of advocacy organizations. Using number of retweets and number of favorites as proxies of attention, we test our hypotheses with a 12-month panel dataset that collapses by month and organization the 219,915 tweets sent by 145 organizations in 2013. We find that attention is strongly associated with the size of an organization’s network, its frequency of speech, and the number of conversations it joins. We also find a seemingly contradictory relationship between different measures of attention and an organization’s targeting and connecting strategy.

Guo, C. and Saxton, G. (2014). "Tweeting Social Change: How Social Media are Changing Nonprofit Advocacy", Nonprofit & Voluntary Sector Quarterly, 43(1), 57-79.

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Keywords
Abstract How are nonprofit organizations utilizing social media to engage in advocacy work? We address this question by investigating the social media use of 188 501(c)(3) advocacy organizations. After briefly examining the types of social media technologies employed, we turn to an in-depth examination of the organizations’ use of Twitter. This in-depth message-level analysis is twofold: A content analysis that examines the prevalence of previously identified communicative and advocacy constructs in nonprofits’ social media messages; and an inductive analysis that explores the unique features and dynamics of social media-based advocacy and identifies new organizational practices and forms of communication heretofore unseen in the literature.

Guidry, J., Saxton, G. D. and Waters, R. D. (2014). "Moving Social Marketing Beyond Personal Change to Social Change: Strategically Using Twitter to Mobilize Supporters into Vocal Advocates", Journal of Social Marketing, 4, 240-260.

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Keywords
Abstract Purpose – This paper aims to examine what type of messaging on Twitter is most effective for helping move social marketing beyond focusing on personal changes to fnd out what messages help turn members of the public into vocal advocates for these organizations’ social changes. Social marketing scholarship has regularly focused on how organizations can effectively infuence changes in awareness and behaviors among their targeted audience. Communication scholarship, however, has repeatedly shown that the most infuential form of persuasion happens interpersonally. As such, it is imperative that organizations learn how to engage audiences and facilitate the discussion about organizational messages between individuals. Social media provide platforms for such conversations, as organizational messaging can be shared and discussed by individuals with others in their networks. Design/methodology/approach – Through a content analysis of 3,415 Twitter updates from 50 nonproft organizations, this study identifes specifc types of messages that are more likely to get stakeholders retweeting, archiving and discussing the organizations’ messaging through regression analysis. Findings – Messages focusing on calls-to-action and community building generated the most retweets and Twitter conversation; however, they were also the least used strategies by nonproft organizations. Originality/value – Research has regularly examined the types of messages sent out by nonproft organizations on Twitter, but they have not tested those messages against measures of engagement. This study pushes the understanding of social media communication to the next level by analyzing those message categories against metrics provided by Twitter for each tweet in the sample.

Fischer, E. and Reuber, A. (2014). "Online Entrepreneurial Communication: Mitigating Uncertainty and Increasing Differentiation Via Twitter", Journal of Business Venturing, 29(4), 565-583.

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Keywords
Abstract Research shows that some narratives and symbolic actions produced by entrepreneurial firms can help to reduce audience uncertainty about their quality and differentiate them from rivals. But can communications via online social media channels – which we characterize as “communicative streams” – be used to reduce uncertainty and enhance differentiation? This seems debatable, given that such streams comprise multiple, brief messages (a) that encode signals lacking narrative cohesion; (b) are only fleetingly accessible; and (c) are minimally customized. We address this puzzle using qualitative methods to compare the communications enacted by eight firms that are using Twitter in order to pursue growth. Our theoretical contribution rests in positing links between specific types of communicative streams and audience responses that reflect reduced uncertainty or enhanced differentiation. Our analysis suggests that firms enacting a “Multi-dimensional” communicative stream (which entails a high volume of posts, a high proportion of which signal quality, relational orientation, distinctiveness, and positive affect) are most likely to elicit audience affirmation of firms' quality and/or distinctiveness. Implications for theory, research methods and practice are discussed.

Lovejoy, K., Saxton, G. and Waters, R. (2012). "Engaging Stakeholders Through Twitter: How Nonprofit Organizations are Getting More Out of 140 Characters or Less", Public Relations Review, 38, 313-318.

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Keywords
Abstract While it may seem difficult to communicate in a meaningful manner with 140 characters or less, Twitter users have found creative ways to get the most out of each Tweet by using different communication tools. This paper looks into how 73 nonprofit organizations use Twitter to engage stakeholders not only through their tweets, but also through other various communication methods. Specifically it looks into the organizations utilization of tweet frequency, following behavior, hyperlinks, hashtags, public messages, retweets, and multimedia files. After analyzing 4655 tweets, the study found that the nation's largest nonprofits are not using Twitter to maximize stakeholder involvement. Instead, they continue to use social media as a one-way communication channel as less than 20% of their total tweets demonstrate conversations and roughly 16% demonstrate indirect connections to specific users.

Lovejoy, K. and Saxton, G. (2012). "Information, Community, and Action: How Nonprofit Organizations Use Social Media", Journal of Computer-Mediated Communication, 17(3), 337-353.

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Keywords
Abstract The rapid diffusion of “microblogging” services such as Twitter is ushering in a new era of possibilities for organizations to communicate with and engage their core stakeholders and the general public. To enhance understanding of the communicative functions microblogging serves for organizations, this study examines the Twitter utilization practices of the 100 largest nonprofit organizations in the United States. The analysis reveals there are three key functions of microblogging updates—“information,”“community,” and “action.” Though the informational use of microblogging is extensive, nonprofit organizations are better at using Twitter to strategically engage their stakeholders via dialogic and community-building practices than they have been with traditional websites. The adoption of social media appears to have engendered new paradigms of public engagement.