draft coding framework
We propose to code each plan on antisemitism that we collected from cities and other local governments on dimensions such as the definition adopted and the kind of each measure. For each dimension the framework gives categories, definitions, decision rules and examples quoted from the plans. The framework is a draft for discussion. We tested it in two pilots, in which twenty documents were each coded twice. One coder, an AI agent, then codes every plan once with version 3 as we add the plan. We do not code the related documents.
In the first pilot, two coders working from the codebook alone each coded the same ten documents, in five languages, on the core dimensions. The codebook's author had read five of the documents while drafting it and had not read the other five. Both coders were instances of the same language model, which probably makes their agreement higher than two people would obtain. We plan to compare their codes with codes made by hand by a member of the team.
In a second pilot, two coders coded ten further documents on the revised second draft. Neither the codebook's author nor the first pilot had used these documents, and they include more council motions, orders and general racism plans than the first pilot's documents. A difference in agreement between the two pilots may therefore come from the revised rules or from the different documents. Agreement rose on definitions mentioned, indicators of success and the specificity of measures, and fell on how the problem and the solution are described and on the placement of antisemitism among other hatreds, mostly in documents that say little about antisemitism as a problem.
The table gives, for each document-level dimension, the mean overlap between the two coders' sets of codes (1 means identical sets), the number of documents in which the sets were identical, and Cohen's kappa on whether each category was present.
| Dimension | Pilot 1: mean overlap | Identical sets | Kappa | Pilot 2: mean overlap | Identical sets | Kappa |
|---|
a project of

This site is a team project of the Lab for the Global Study of Antisemitism, housed in the Anne Tanenbaum Centre for Jewish Studies at the University of Toronto.
Ron Levi and Sol Goldberg
ron.levi@utoronto.ca
Research Team: Cypress Chernik, Lir Josefsohn, and Arianna Seijts, all of whom are undergraduate interns at the Lab for the Global Study of Antisemitism.
This is a work in progress. Comments on the framework are welcome.