Supply and Demand Matching of Financial Support Policies for Private Enterprises Based on Text Measurement
The degree of matching between supply and demand for financial support policies is a key factor for policy effectiveness. In this paper, we use policy text computing method that integrates topic mining, text classification, and training set predictions to study the supply and demand matching of Chin...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
|
| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2021/1433600 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832545971154714624 |
|---|---|
| author | Wei Liu Jun Gu Rong Zhang Yi Yang |
| author_facet | Wei Liu Jun Gu Rong Zhang Yi Yang |
| author_sort | Wei Liu |
| collection | DOAJ |
| description | The degree of matching between supply and demand for financial support policies is a key factor for policy effectiveness. In this paper, we use policy text computing method that integrates topic mining, text classification, and training set predictions to study the supply and demand matching of China’s financial support policies for private enterprises. We find that supply and demand match for policies on diversified financing channels. However, there is mismatch in financial service facilitation policies and local subsidy policies. Our research implies that China’s development of a multiple-layer financial market has promoted the diversification of financing channels, which has improved the financing conditions for private enterprises. However, financial service network is still not convenient to facilitate private enterprises. |
| format | Article |
| id | doaj-art-1abb32d9a27d421b882f3d232bb014dd |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-1abb32d9a27d421b882f3d232bb014dd2025-02-03T07:24:09ZengWileyDiscrete Dynamics in Nature and Society1607-887X2021-01-01202110.1155/2021/1433600Supply and Demand Matching of Financial Support Policies for Private Enterprises Based on Text MeasurementWei Liu0Jun Gu1Rong Zhang2Yi Yang3Business College of Beijing Union UniversityBusiness College of Beijing Union UniversityBusiness College of Beijing Union UniversityBeijing College of Finance and CommerceThe degree of matching between supply and demand for financial support policies is a key factor for policy effectiveness. In this paper, we use policy text computing method that integrates topic mining, text classification, and training set predictions to study the supply and demand matching of China’s financial support policies for private enterprises. We find that supply and demand match for policies on diversified financing channels. However, there is mismatch in financial service facilitation policies and local subsidy policies. Our research implies that China’s development of a multiple-layer financial market has promoted the diversification of financing channels, which has improved the financing conditions for private enterprises. However, financial service network is still not convenient to facilitate private enterprises.http://dx.doi.org/10.1155/2021/1433600 |
| spellingShingle | Wei Liu Jun Gu Rong Zhang Yi Yang Supply and Demand Matching of Financial Support Policies for Private Enterprises Based on Text Measurement Discrete Dynamics in Nature and Society |
| title | Supply and Demand Matching of Financial Support Policies for Private Enterprises Based on Text Measurement |
| title_full | Supply and Demand Matching of Financial Support Policies for Private Enterprises Based on Text Measurement |
| title_fullStr | Supply and Demand Matching of Financial Support Policies for Private Enterprises Based on Text Measurement |
| title_full_unstemmed | Supply and Demand Matching of Financial Support Policies for Private Enterprises Based on Text Measurement |
| title_short | Supply and Demand Matching of Financial Support Policies for Private Enterprises Based on Text Measurement |
| title_sort | supply and demand matching of financial support policies for private enterprises based on text measurement |
| url | http://dx.doi.org/10.1155/2021/1433600 |
| work_keys_str_mv | AT weiliu supplyanddemandmatchingoffinancialsupportpoliciesforprivateenterprisesbasedontextmeasurement AT jungu supplyanddemandmatchingoffinancialsupportpoliciesforprivateenterprisesbasedontextmeasurement AT rongzhang supplyanddemandmatchingoffinancialsupportpoliciesforprivateenterprisesbasedontextmeasurement AT yiyang supplyanddemandmatchingoffinancialsupportpoliciesforprivateenterprisesbasedontextmeasurement |