Portfolio

Research Projects

Applying quantitative social science methods and causal designs to American policy issues.

Coastal Adaptation & Sea Level Rise

Communicating Managed Retreat - binary text data wave
Text as Data Quanteda & Sentimentr

Communicating Managed Retreat

Analyzing the communication gap between the public and government to break California's coastal stalemate of inaction, finding systematic differences in frames but shared underlying sentiment.

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Sea Level Rise and Markets - coastal bluff erosion house
Causal Inference Difference-in-Differences

Sea Level Rise and Markets

An econometric, Difference-in-Differences analysis evaluating whether housing markets fail to price in the threats of coastal erosion after major bluff collapse events in Pacifica, San Clemente, and Dana Point.

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Public Opinion on Ocean Policy - aerial beach shoreline
Policy Solutions Compromise Buyouts

Public Opinion on Ocean Policy

Developing a "gradual retreat" buyout mechanism. This plan triggers fair market value government purchase options during home sales or ownership transfers, preserving homeowner agency while securing vulnerable shorelines.

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Political Institutions

Partisan Sorting of Interest Groups

Ongoing research exploring how American lobbying firms and interest groups have sorted ideologically over recent decades. Data collection and empirical modeling in progress.

Electoral Competition & Municipal Governance

Evaluating how local political competition impacts city councils' tone (meeting transcript negativity), topic strategies (issue ownership vs. wave riding), and policy outputs (permits and municipal spending).