Data · dataset · 2026
Replication data for: generative artificial intelligence and higher-paying jobs in an agent-based macroeconomic model
Listed in REDU - Unicamp Institutional Research Data Repository
This repository provides a reproducible computational framework to analyze the macroeconomic effects of generative AI within a demand-led Kaleckian agent-based model.
Description
It includes the full model implementation (LSD platform) and Monte Carlo simulation setup, as well as precomputed datasets and an RMarkdown workflow for reproducing all figures and tables. The package supports two replication paths: (i) full replication by running the agent-based model and generating simulation data, and (ii) quick replication using the provided datasets for immediate reproduction of results.
This structure ensures both transparency of the model dynamics and accessibility for users interested primarily in the empirical outputs.
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FQHS6FK ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/qhs6fk ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Social Sciences
- From keywords
- Computer Science & AI · Economics & Finance · Social Science
- Inferred from text
- Modelling and simulation 76% · Simulation 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/QHS6FK | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:460207 | enrichment · redu unicamp br | taxonomy-embedding@1.1.0 | title+keywords+description (76%) |
| concepts[field].dataverse_subject:social-sciences | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:economics-finance | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[method].local:method:simulation | enrichment · redu unicamp br | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |