Individual skill

jleo-identification

Use when the identification argument is the bottleneck for an empirical Journal of Law, Economics, and Organization (JLEO) manuscript — institutional/organizational causal designs (reforms, institutional variation, court/committee/case assignment, governance-form choice). Stress-tests the design to JLEO's institutional bar; it does not build the theory model (jleo-theory-model).

Journal-of-Law-Economics-and-Organization-Skills/skills/jleo-identification/SKILL.md

Read pinned source

Source commit 932eb23331721b16e967c59f093781be1928b498

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,409
Repository last updated
Sep 27, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Identification Strategy (jleo-identification)

## When to trigger

- The causal claim rests on OLS + controls, or TWFE on staggered institutional reforms
- The unit chooses its own governance form (make-or-buy, integration, contract type) and the estimate confounds selection with effect
- The "treatment" is a court/committee/judge/case assignment whose as-good-as-random status is asserted but not shown
- A referee asks "what is the source of variation that identifies this institutional effect?"
- The design borrows institutional variation across countries/states/firms without ruling out the obvious confounds

## The JLEO identification bar

JLEO empirics live or die on whether the **institutional or organizational variation** that does the identifying is credible — because the object of interest is usually itself chosen by the agents (firms pick governance forms; legislatures pick rules; litigants select into courts). The credible-identification standards are the same as any top empirical economics journal, but the *threats* are institution-specific: endogenous boundaries, endogenous reform timing, selection into contract form, and strategic case selection. Name the variation, defend it, and never let the institutional story substitute for the design.
Back to top