Peter Han

Portrait of Peter Han

I am a finance researcher studying how information, technology, and market structure shape prices and access in financial markets.

I received my Ph.D. in Finance from the University of Illinois Urbana-Champaign. My work focuses on financial intermediation, household finance, consumer credit, and market competition. I combine applied econometrics and machine-learning methods with large-scale credit-bureau, administrative, transactional, and market data.

Primary fields
Financial intermediation, household finance
Secondary fields
Consumer credit, market structure, empirical asset pricing

Selected Research

Information Spillover Across Credit Products

Filipe Correia and Peter Han

Consumer credit · Information · [LINK]

Summary

This paper examines how information gathered through credit-card lending spills over into mortgage markets. A one-standard-deviation increase in credit cards per capita is associated with 10.2% more mortgage originations and interest rates that are 16.6 basis points lower, with substantially larger rate reductions for borrowers who already hold a card from their mortgage lender.

The Edge of Banks Is Still Sharp: Pricing Power in Local Conforming Mortgage Markets

Peter Han and George Pennacchi

Financial intermediation · Mortgages · [LINK]

Summary

Using loan-level Experian data, this paper finds that portfolio lenders charge a premium of roughly 10 to 20 basis points on conforming mortgages with comparable ex-ante risk. The premium is stronger in more concentrated markets, where borrowers place greater value on in-person service, and following increases in local mortgage demand—evidence that service differentiation helps these lenders retain local pricing power.

Online Payday Lending Premium

Filipe Correia, Peter Han, and Jialan Wang

Household finance · FinTech · [LINK]

Summary

Using nationwide U.S. subprime credit-bureau data, this paper finds that online payday loans carry annual percentage rates about 100 percentage points higher than storefront loans. Observable borrower and loan characteristics do not explain the premium; the evidence instead points to asymmetric information and differences in fixed costs across the two lending channels.

Does Blockchain Technology Disrupt Incumbent Firms?

John Cotter, Kevin Gam, and Peter Han

Financial technology · Competition

Summary

Evaluates technology adoption and its competitive effects on incumbent firms.

Methods & Data

Econometrics & Finance

  • Applied econometrics
  • Causal inference
  • Panel data
  • Time-series analysis

Computational Methods

  • Machine learning
  • Deep learning
  • Natural language processing
  • Optimization methods

Advanced AI

  • Transformer models
  • Retrieval-augmented generation
  • Model fine-tuning & evaluation
  • Agentic AI systems

ComputingPython, R, SQL, C++, MATLAB, Stata, and Mathematica

DataCredit-bureau, administrative, transactional, market, and alternative datasets

Experience

2024–present

Affiliated Researcher

University of Illinois Urbana-Champaign

Research on financial pricing, borrower risk, and heterogeneous outcomes using large-scale credit-bureau and administrative data.

2024–present

Quantitative Researcher

Independent Research

Research on information aggregation, probability formation, and market microstructure in prediction and electronic markets.

2025–2026

Senior Associate

Delphi Digital

Research on market design, incentive systems, liquidity, and participant behavior in digital-asset markets.

2024–2025

Visiting Assistant Professor of Finance

Purdue University

Undergraduate and graduate finance instruction, student advising, and research.

2014–2016

Associate

PricewaterhouseCoopers

Supported three overseas IPOs and nine annual-report audits, assessing operational and financial risks using transaction-level data.

Teaching

Spring 2025

Introduction to Financial Management

MGMT 30400 · Purdue University · Undergraduate

Fall 2024

Corporate Mergers and Acquisitions

MGMT 41601 · Purdue University · Undergraduate · Two sections

Fall 2024

Mergers, Acquisitions, and Corporate Control

MGMT 64500 · Purdue University · Graduate

Fall 2020, Spring 2021

Introduction to Corporate Finance

FIN 221 · University of Illinois Urbana-Champaign · Undergraduate

Education

2018–2024

Ph.D. in Finance

University of Illinois Urbana-Champaign

2016–2018

M.Sc. in Financial Engineering

University of Illinois Urbana-Champaign

2010–2014

B.A. in English and Mathematics

Tianjin University

Contact

For research conversations, seminar invitations, and academic opportunities, email peterhanck@gmail.com.