About Me

I am a Postdoctoral Fellow in Deen Freelon’s Research Lab. My research examines how identity, social media platforms, and political communication impact political engagement. Specifically, I investigate how social media platforms privilege certain identities in contemporary political debates, developing methodological frameworks to analyze identity markers in multimodal content using computational social science techniques. My current work focuses on identifying user strategies for self-presentation on TikTok. I study how group identities—such as political identity, nationality, and gender—become visible through societal symbols and values, examining how these elements shape public interpretation of current issues.

Before joining Annenberg, I worked as a Political Communication researcher with the Department of Sociology and Political Science at the Norwegian University of Science and Technology (NTNU). At NTNU I have been involved in the LEGACIES project, where I georeferenced historical maps of states in Africa and Asia on modern day coordinates. In my PhD work, I focused on developing a theory of cultural resonance that fits within the framing theory universe. Cultural resonance pertains to understanding how individuals react to political and media communication within the context of shared cultural knowledge. I employed a social psychological understanding of values, and a word embedding based methodology, to ask questions related to how political and media value-based references resonate with audiences.

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Interests
  • Digital identities
  • Symbolic and value-based politics
  • Political & media communication
  • Social media
  • Semiotics
  • Computational methods
Education
  • PhD Political Science

    Norwegian University of Science and Technology

  • M.Sc. Communication Science

    University of Amsterdam

  • B.A. Sociology and Communication Science

    Ludwig-Maximilian University Munich (LMU)

Skills
Technical Skills
Python

NLP, unsupervised and supervised ML

R

multilevel data analysis, data wrangling & visualization

QGIS

georeferencing historical maps

ATLAS.ti

facilitate qualitative analysis

Data analysis
LLMs

classification tasks for text analysis, sentiment analysis, topic modeling

Statistical modeling

multilevel models, negative binomial regression

Qualitative text analysis

(linguistic) discourse analysis, grounded theory

Qualitative data collection

(expert) interviews, focus groups

Publications
(2022). All about feelings? Emotional appeals as drivers of user engagement with Facebook posts. Politics and Governance, 10(1).
(2020). User perspectives on the news personalisation process: Agency, trust and utility as building blocks. Digital Journalism, 8(9).
Talks & Presentations
Ongoing Projects
Cultural resonance

Cultural resonance

I’ve explored the concept of ‘cultural resonance’ in my PhD work entitled–“Aligning and deviating voices. Toward a theory of political communication”. In our recent publication in Human Communication Research, Daniela Dimitrova and I investigated how references to values in news media posts on Facebook speak to cultural journalistic practices and how values resonate differently in Romania and the U.K. Further work stemming from my dissertaton is currently in the publication process. Until I can provide more updates on ongoing research articles, please see a summary of my PhD dissertation: Have you ever wondered why some political messages stick while others fall flat? This PhD project dives into the world of ‘cultural resonance’ to uncover how cultural symbols shape our understanding of politics. Imagine scrolling through social media and seeing a politician’s post. What makes you stop and engage? Often, it is a reference that you are familiar with that catches your eye. This is cultural resonance in action. This study explores how political figures, and the media, use cultural symbols to connect with audiences. These symbols, called ‘cultural carriers’, can be anything from popular sayings to national values. They act like secret handshakes between politicians and the public. But here is the twist: cultural resonance is not just about clever messaging. It is a two-way street. When we see these cultural carriers, we do not just passively absorb them. We actively interpret them based on our cultural knowledge and personal experiences. The research spans three countries: Germany, Romania, and the UK. Each has its unique cultural landscape, allowing for rich comparisons. By analyzing social media posts and comments, and people’s reactions to an online news article, the dissertation paints a vivid picture of cultural resonance at work. One key finding? Cultural references are everywhere in political communication. But their impact is not always predictable. Sometimes cultural references resonate strongly; other times, they miss the mark. This unpredictability becomes crucial during global crises. Take the COVID-19 pandemic, for example. The study shows how cultural differences affected how people responded to public health messages. What worked in one country sometimes backfired in another. Understanding cultural resonance is not just academic curiosity. It has real-world implications for how we communicate about important issues. From public health campaigns to election strategies, grasping these cultural nuances can make or break a message. This research opens new doors for exploring how culture shapes our political world. It challenges us to look beyond the surface of political messages and consider the cultural currents beneath.