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E2ER

Research processes anyone can read, run and adapt

A template arranges steps into a complete research process. Each step names the specialists it runs and the checks it must pass. Researchers can use, adapt or ignore the templates that others publish, and the floor of checks stays attached whatever they change.

Anyone can contribute. Contribute a template
Method Run a template →

Empirical

Question and data in, empirical paper out. E2ER's default.

In A research question, your data and your literature. Out A draft paper with a replication package and an evidence package.

1 published study · Examples: 3 example studies, 4 example forks
In placeValidated template file, chosen per paper

Literature

Turns a folder of PDFs or a Zotero library into verified claims.

In A folder of local PDFs or a Zotero library. Out A searchable library of claims, each tied to a verbatim passage.

not used in published research yet
In placeBuilt into E2ER; a template file is planned

Qualitative coding

Codes interview or document corpora with several specialists and reports agreement with human coders.

In A text corpus and a codebook. Out Coded corpus with agreement statistics.

not used in published research yet · Examples: 1 example study
PlannedPlanned, Mar–May 2027

Systematic literature review

Searches, screens and synthesises literature under a declared protocol.

In A review protocol. Out Screened corpus and synthesis.

not used in published research yet · Examples: 1 example study
PlannedPlanned, Mar–May 2027

Survey and experiment design

Designs surveys and experiments and pre-registers them before data collection.

In A research question and constraints. Out Instrument and pre-registration.

not used in published research yet · Examples: 1 example study
PlannedPlanned, Mar–May 2027

Paper review

Six reviewer specialists review a paper in parallel after a number check and a citation check; a three-rule verdict merges their reports.

In A paper with the result files and bibliography it was written from. Out Six reviewer reports and a verdict (accept, minor or major revision, reject).

not used in published research yet
PlannedRuns today as the review phase of the empirical template; running it on its own is planned

coarse: AI referee report

An open-source multi-agent system that reviews an academic paper like a referee and writes a report with overall feedback and detailed comments that quote the paper.

In A paper as PDF, LaTeX, Markdown, DOCX, HTML or EPUB. Out paper_review.md: overall feedback (4 to 6 issues) and 20 or more detailed comments.

not used in published research yet
PlannedThird-party template: coarse runs today with its own command; calling it from an E2ER run is planned

Theory construction (E2ET theory lab)

Cross-disciplinary IS theory generation via bisociation: 60 disciplinary personas across 8 tiers in an iterative loop that converges on propositions, constructs and a research agenda.

In A raw phenomenon seed. Out A theory brief: propositions, constructs, mechanisms, boundary conditions, theory type and a research agenda.

not used in published research yet · Examples: 3 example studies
In placeE2ET theory lab, runs locally; not yet released

Staggered difference-in-differences (economics)

A fork of the empirical template for policy evaluations with staggered adoption: it adds a pre-trend check and requires a heterogeneity-robust estimator when treatment timing varies.

In A research question, a unit-by-period panel with treatment dates, and your literature. Out A draft paper with event-study figures, a replication package and an evidence package.

not used in published research yet · Examples: 6 example studies
ExampleExample: a fork of the empirical template

Regression discontinuity for platform policies (information systems)

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.

In A research question, user- or item-level data with the running variable, and your literature. Out A draft paper with RD plots, a replication package and an evidence package.

not used in published research yet · Examples: 5 example studies
ExampleExample: a fork of the empirical template

Shift-share instrumental variables (economics)

A fork of the empirical template for shift-share designs: it adds first-stage strength diagnostics and a balance check on exposure shares.

In A research question, regional or industry panel data with exposure shares, and your literature. Out A draft paper with first-stage tables, a replication package and an evidence package.

not used in published research yet
ExampleExample: a fork of the empirical template

Event study of announcements (finance)

A fork of the empirical template for abnormal-return event studies around announcements: it checks the estimation window and overlapping events before estimation.

In A research question, event dates and daily returns, and your literature. Out A draft paper with cumulative abnormal returns, a replication package and an evidence package.

not used in published research yet · Examples: 4 example studies
ExampleExample: a fork of the empirical template

Grounded theory with the Gioia method

Builds a grounded model from interviews by moving from informant-centric concepts to researcher-centric themes and aggregate dimensions, following Gioia, Corley and Hamilton (2013).

In Interview transcripts or field notes, and your literature. Out A data structure figure, a grounded model and the coded corpus.

not used in published research yet · Examples: 4 example studies
ExampleExample · follows Gioia, D. A., Corley, K. G., & Hamilton, A. L. (2013)

Theory construction as disciplined imagination

Generates many heterogeneous conjectures about a problem and selects among them with criteria declared in advance, following Weick (1989).

In A problem statement and your literature. Out A selected set of conjectures with the reasons for their selection, and boundary conditions.

not used in published research yet · Examples: 3 example studies
ExampleExample · follows Weick, K. E. (1989)

Compose a template

Choose optional steps and see how the floor checks stay attached.

Example

The floor every template inherits

A template may add checks and enforce them more strictly. It may not remove the floor.

CheckWhat it establishesFloor
Output contractsEvery step produced the artifact it declared, in the declared formFixed
Execution reliabilityAnalysis code ran and wrote a parseable, non-empty resultFixed
NumbersEvery number in tables and text matches the output of executed codeProposed
CitationsEvery reference resolves to an existing publication via OpenAlex, Semantic Scholar or CrossrefProposed
Verbatim passagesEvery claim about a source points to a passage found word for word in that sourceProposed

In the current implementation the fixed floor is output contracts and execution reliability. Draft 0.1 proposes adding numbers, citations and verbatim passages. The standard, draft 0.1.