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Project Ideas for Doctor of Philosophy in Public Policy and Management

PhD fusing causal ML, tech-reg foresight & bureaucratic behavior experiments.

🏛 Introduction

Housed at the USC Price School, this PhD trains scholar-engineers of governance who translate RCT p-values into statute and scrape gigabytes of API exhaust into real-time dashboards for city halls. Candidates build Bayesian structural-time-series models that estimate homelessness interventions block-by-block, randomize algorithmic-audit nudges inside state HR portals, and run lab experiments on bureaucrat risk tolerance using VR wildfire simulations. A Tech-Reg Foresight studio games out EU AI Act ripple effects for U.S. agencies, while Capitol fellowships craft testimony on gig-economy portable-benefit pools. Graduates publish in *JPAM* at dawn and rewrite procurement clauses by dusk.

💡 Suggested Project Titles

Sequential field experiment testing GPT-generated memo clarity on agency decision time

Dynamic carbon-tax microsimulation with distributional weights by census tract

Open-source dashboard benchmarking 311 service equity with differential privacy

Synthetic-control evaluation of police alternative-response pilots on arrest disparity

Game-theoretic model of supply-chain reshoring incentives under IRA credits

Shiny app forecasting pension-fund solvency under green-bond reallocation

RCT measuring effect of algorithm-audit badges on vendor contract awards

VR negotiation sim training county boards on climate-migration funding priorities

NLP stance-detection of public comments on FCC net-neutrality versus DSA rules

Blockchain prototype tracking ARPA grant compliance milestones

Citizen-jury platform using quadratic voting for participatory zoning revisions

Causal forest estimating tele-court appearance SMS nudges on warrant issuance

Policy brief mapping AI-act transparency clauses to U.S. notice-and-comment norms

Bayesian now-cast of eviction filings linked to real-time rent scrape data

Network analysis of revolving-door hires across federal safety agencies

LLM summarizer translating 500-page EIRs into eighth-grade reading level abstracts

Carbon-shadow pricing tool guiding municipal bond issuance strategies

Dynamic civic-tech playbook for open-budget portals using dbt + Superset

USC – PhD in Public Policy & Management

Generate evidence and designs that make governments smarter, fairer and future-ready.

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