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Regression discontinuity for platform policies (information systems)

By Noor Haddad (example)

A fork of the empirical template for thresholds set by platforms, such as rating cut-offs or eligibility rules: it adds a manipulation test at the cut-off and a bandwidth sensitivity check.

ExampleExample: a fork of the empirical templateempirical
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Input
A research question, user- or item-level data with the running variable, and your literature
Output
A draft paper with RD plots, a replication package and a dossier
At the end
When any run ends, e2er builds the PDF, writes the audit trail and the structured export, and pushes to GitHub if you set that up.

Steps

Greyed steps do not run in the selected mode.

  1. 1
    Design, data, estimation and draft
    Plans the paper and dispatches specialists for the literature, data, identification strategy, econometric specification, analysis and drafting.
    Research planLiterature reviewData planIdentification strategyEstimationData and descriptive analysisPaper draft
    specialists
  2. 2
    Improve until it stops getting better
    Further rounds of the strategist, revisiting design and analysis.
    specialists
  3. 3
    Estimation check
    Checks the estimation against the specification declared before it ran. Halts the run on failure.
    check
  4. 4
    Manipulation test
    Tests for bunching of the running variable at the cut-off. Halts the run when the density jumps at the threshold.
    check
  5. 5
    Bandwidth sensitivity
    Re-estimates at half and double the chosen bandwidth and records how far the estimate moves.
    check
  6. 6
    Self-critique
    A specialist attacks the paper's own argument and evidence.
    Self-critique
    specialists
  7. 7
    Polish
    Five specialists polish formulas, numbers, institutional detail, equilibria and the bibliography.
    Polish of the formulasPolish of the numbersPolish of the institutional detailPolish of the equilibriaPolish of the bibliography
    specialists, parallel
  8. 8
    Review panel
    Numbers and citations are checked first. Six reviewers (mechanism, technical, literature, data, identification, writing) then score the draft.
    Review of the mechanismTechnical reviewReview of the literatureReview of the dataReview of the identificationReview of the writing
    reviewers, parallel
  9. 9
    Revision
    Revises the draft in response to the reviews, as a full revision and as targeted edits.
    RevisionTargeted corrections
    specialists
  10. 10
    Replication package
    Builds the replication package.
    Replication package
    specialists
Technical details

Template id rd-platform-policy.

StepId in the template fileSpecialists
1. Design, data, estimation and draftinitialidea_developer, literature_scanner, data_architect, identification_strategist, econometrics_specialist, data_analyst, paper_drafter
2. Improve until it stops getting betteriterative
3. Estimation checkestimation_gate
4. Manipulation testmanipulation_test
5. Bandwidth sensitivitybandwidth_sensitivity
6. Self-critiqueself_attackself_attacker
7. Polishpolishpolish_formula, polish_numerics, polish_institutions, polish_equilibria, polish_bibliography
8. Review panelreviewmechanism_reviewer, technical_reviewer, literature_reviewer, data_reviewer, identification_reviewer, writing_reviewer
9. Revisionrevisionrevisor, patch_revisor
10. Replication packagereplicationreplication_packager

At the end (finalize): compile, audit_export, github_push, structured_export. Modes: single_pass, iterative.

More

A fork of the empirical study template. It keeps every step and check of the original and adds the design-specific checks marked below. Skills it loads: Regression Discontinuity Design.

Description

Data model
Discipline
Information systems
Method family
Empirical (quantitative)
Design
Regression discontinuity
Research stage
Research designData analysisDraftingReview
Authors
Noor Haddad (Methodology, Software)
Usage
not used in published research yet · Examples: 5 example studies
Source
Example
Record
template:rd-platform-policy · JSON

Solid tags are declared by the source or mapped from its terms; dashed tags are inferred by a published rule. Hover a tag for its provenance.

Versions and evaluations

Planned

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Cite this template
Persistent identifiers planned 
@software{e2erauthors2026e2erregressiondiscontinu,
  title   = {e2er regression discontinuity for platform policies (information systems) template},
  author  = {e2er authors},
  year    = {2026},
  note    = {e2er template. Persistent identifier planned},
  url     = {https://e2er.org/templates/rd-platform-policy}
}

Connectors this template can use

What a run of this template can reach outside your machine, and what each sends out.

App store rankings panelexampleLeaves your machine: Queries only

Checks on this template

  • ✓Output contracts · Every step produced the artifact it declared, in the declared form
    Required of every template.
  • ✓Execution reliability · Analysis code ran and wrote a parseable, non-empty result
    Required of every template.
  • ○Numbers · Every number in tables and text matches the output of executed code
    Proposed. Proposed for the floor; runs log it but may not block on it.
  • ○Citations · Every reference resolves to an existing publication via OpenAlex, Semantic Scholar or Crossref
    Proposed. Proposed for the floor; runs log it but may not block on it.
  • ○Verbatim passages · Every claim about a source points to a passage found word for word in that source
    Proposed. Proposed for the floor; runs log it but may not block on it.

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