Data · dataset · 2026
Research on the Impact of Data Element Marketization on Corporate Specialization Division: Empirical Dataset
Listed in ScienceDB
This dataset contains all the variables and operational codes required to replicate the empirical results presented in the paper.
Description
The core variables are corporate specialized division of labor (VSI1 and VSI2) and data element marketization (DT). The control variables are divided into firm-level and regional-level variables.
Firm-level controls include firm size (Size), leverage ratio (Lev), return on total assets (ROA), firm age (Age), market-to-book ratio (MB), cash holdings (Cash), shareholding ratio of the top ten shareholders (Top10), fixed assets ratio (PPE), nature of property rights (SOE), and number of subsidiaries (Subs). Regional-level controls include the level of marketization of the province where the firm is located (Market) and the economic development level of the prefecture-level city where the firm is located (GDP).
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.j00289.00217 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Econometrics 72%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.j00289.00217 | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3802 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |