Quantitative & Applied Research

Conditional Pricing of Greenwashing Risk in China’s Green Bond Market

Empirical fixed-income research using a rule-based disclosure-risk score, issue-spread regressions, and conditional portfolio sorts.

Mar 2026 – May 2026 · completed

Competition · Competition Research Continuation

Research question

Is disclosure-based greenwashing risk reflected in China’s green-bond issuance spreads, and does any relationship depend on issue or issuer conditions?

Context

The study treats greenwashing risk as an empirical measurement problem before treating it as a pricing question.

Method

A rule-based score represents disclosure quality, KPI consistency, and project specificity. Issue-spread regressions and conditional portfolio sorts include recorded controls for rating, maturity, guarantee structure, issue size, and issuance timing.

Validation

The design compares specifications and conditional groups rather than interpreting one coefficient in isolation.

Current result

The conservative reading recorded by the earlier archive is that market discipline appears conditional rather than cleanly present or absent. No numeric estimate is republished here.

Limitations

Disclosure measures can be incomplete, rule weights are contestable, and observational regressions do not by themselves establish causality.

Public artifact

The public record consists of the research question, score construction categories, and empirical design.

Next question

Does the relationship persist under alternative disclosure definitions and issuer-level fixed effects?