Data · dataset · 2026
Preregistration for "Trust in Regularization"
Listed in TUDOdata
In this work, we investigate the motivators and inhibitors of why data scientists (broadly speaking) do not pick up a certain method - regularizations.
Description
In doing so, we test hypotheses related to the unified theory of acceptance and use of technology (UTAUT), and add a special focus on trust in regularizations. Additionally, we experimentally investigate and compare the effects of different recommendations (peer, expert, or journal recommendation) to use this method.
This is the updated version of the preregistration, which was originally published at Dec, 11, 2024 on OSF. See the README for further information, also for reasons for the update.
Links
Where it is published
- Dataverse dataset page data.tu-dortmund.de/dataset.xhtml?persistentId=doi%3A10.17877%2FRCTRUST-2026-NMJMY0 ↗
landing page · from data tu dortmund de
- DOI doi.org/10.17877/rctrust-2026-nmjmy0 ↗
DOI / persistent id · from data tu dortmund de
Catalogue records · 1
- Dataverse API data.tu-dortmund.de/api/datasets/:persistentId/?persistentId=doi%3A10.17877%2FRCTR… ↗
metadata API · from data tu dortmund de
Topics
- Stated by source
- Mathematical Sciences · Medicine, Health and Life Sciences
- From keywords
- Chemistry · Engineering · Humanities · Life Sciences · Mathematics & Statistics · Medicine & Health · Social Science
- Inferred from text
- Statistics 71%
Provenance · 1 source records, 16 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| TUDOdata | doi:10.17877/RCTRUST-2026-NMJMY0 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4905 | enrichment · data tu dortmund de | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].dataverse_subject:mathematical-sciences | source · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| concepts[field].dataverse_subject:medicine-health-and-life-sciences | source · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| concepts[field].local:field:chemistry | mapping · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| concepts[field].local:field:mathematics-statistics | mapping · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /subjects |
| created_date | source · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | |
| description | source · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /description |
| publication_date | source · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | |
| title | source · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | /name |
| updated_date | source · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 | |
| version_label | source · data tu dortmund de | connector:data_tu_dortmund_de@1.0.0 |