Research projects

Multiplexity & Agentic holes

Disentangling multiplexity: When and how it matters

To date, we know very little about how the presence of multiplex relationships (i.e., a relation that includes more than one role) impacts information sharing. Identifying patterns of selective disclosure among multiplex relationships would illuminate how individuals navigate this complex process, a process that has the potential to either help or harm the discloser while also creating information gaps not otherwise visible in network inventories. Such gaps between ties further restricts the flow of information and available resources within a network. Together, research on social networks and selective disclosure demonstrates that network structure greatly impacts the flow of information and resources. For example, the density of the network and content available for transmission can create redundancy, thus either facilitating or stifling creativity and productivity efforts. However, under some conditions it appears high density may not always predict content redundancy. Instead, research conducted by Mario Small, Sarah Cowan, Nancy Howell and others have identified information gaps between ties even within the core discussion network. In many networks, the potential for content transmission is present but it is either filtered (e.g., white lies, partial truths) or prevented (e.g., secrecy), creating gaps between ties: agentic holes. An agentic hole refers to a missing element instead of structure, such as content, one created by the entity itself. In other words, two individuals may have a role relation (e.g., spouses) but the flow of information, or access to resources, may be absent, thus greatly impacting content transmission throughout the network. 

Stigma Management

Unveiling the Impact of Stigma Management on Psychological Distress within Social Networks

Does stigma alter how individuals recall their social networks? Stigma refers to negatively evaluated characteristics both visible and invisible, significantly impacting behaviors such as confiding and deception by prompting individuals to selectively disclose information to some while concealing from others. Like other forms of content (e.g., information and resources), stigma circulates within networks both directly (e.g., experience) and indirectly (e.g., witness). To avoid conflict and negative affect, individuals strategically decide how and with whom to share information (i.e., selective disclosure). However, if the discloser chooses incorrectly, selectively disclosing stigmatizing information can be fraught with risks, such as rejection, discrimination, and reinforced stigmatization, ultimately leading to poor mental health. Identifying patterns of selective disclosure may reveal how individuals navigate complex social space, a process that has the potential to either help or harm the discloser.   

the two-way mirror

The reflection of subjective status in networks

In this project, we utilize newly acquired data that aligns with the General Social Survey (GSS) to investigate the connection between subjective status and social networks, including their structure and composition. Our findings indicate that individuals who perceive themselves to be doing better than others in their community tend to have larger networks and are more likely to be members of more volunteer organizations. These findings relate to studies examining how subjective status, akin to the social ranking among non-human primates (e.g., baboons), affects their behavior and longevity. In this context, we draw connections between subjective status and group membership dynamics, including networks and organizational affiliations, to better comprehend how status influences the development of relationships and facilitates access to various forms of social capital. 

Thesis

Demonstrating Anticipatory Deflection and a Preemptive Measure to Manage It: An Extension of Affect Control Theory

When people visualize a potential for deflection in future interactions, will they lie to prevent it? Affect control theory emphasizes the salience of deflection management in everyday life, otherwise known as an attempted realignment of experiences and expectations in the face of situational incongruency. Traditionally, deflection management is measured post hoc in an individual who, often disconnected from and unassociated with the situation, reconfigures the experience. This does not, however, speak to deflection management during an active interaction or how an individual might change things in anticipation of deflection. Prior to, or during, an active interaction, individuals have a unique opportunity to preemptively alter the definition of the situation based on anticipated sentiments. In essence, they can foresee oncoming deflection and act to avoid it. Using a vignette experiment, I extend affect control theory by highlighting deflection that is anticipated but not yet experienced. I also show that participants have higher odds of lying in interactions where an honest retelling would incur high deflection. To further inform this cognitive process, I present qualitative explanations from participants on why they chose their responses and how the dynamics of their relationship mattered.


Published in Social Psychology Quarterly 2023

the reddit diet

Characterization of Diet on Reddit: How does Pseudonymity Change the Game?

To monitor public opinions on diet, large survey data is commonly used though costly and time consuming. Social media has become a mainstream channel of communication and has drastically grown in popularity, connecting users to a ready stream of health information. While the literature has provided valuable information on the use of social media for health, a broader perspective informed by different types of social media platforms would be highly beneficial. Diet has been extensively explored on a few mainstream platforms, further informing public health research. However, diet conversations on Reddit have only been studied within a narrow scope, looking at specific sub-communities. This study aims to characterize diet-related posts and their seasonal patterns using a mixed method approach. We collected more than 500,000 posts with subsequent comments from Reddit over the course of a year. Our findings show that Reddit users across all sub-communities primarily discussed health promotion, fitness plans, a healthy lifestyle, diet and fitness progress, food experiences, weight loss, as well as vegan and vegetarian diets. In addition, seasonal differences based on the weight of most topics, were found to be significant (p < 0.05).


Conference publication in 2020 through the Annual Meeting of the Association for Information Science and Technology.