Uneingeschränkter Zugang

Constraint effect of enterprise productivity based on constrained form variational computing

Taorui Tian

Taorui Tian

  • JinChuan Group Finance Co., Ltd.Lanzhou, China
  • LanZhou University of Finance and EconomicsLanzhou, China
Suche nach diesem Autor auf
Sciendo|Google Scholar
Tian, Taorui
, 
Aboubakr Salem Bajenaid

Aboubakr Salem Bajenaid

Department of Computer Information Systems, Faculty of Computing and Information Technology, King Abdulaziz UniversityJeddah, Saudi Arabia
Suche nach diesem Autor auf
Sciendo|Google Scholar
Bajenaid, Aboubakr Salem
 und 
Shibin Zhang

Shibin Zhang

Gansu University of Chinese Medicine, GansuLanzhou, China
Suche nach diesem Autor auf
Sciendo|Google Scholar
Zhang, Shibin
  
22. Nov. 2021
Constraint effect of enterprise productivity based on constrained form variational computing's Cover Image
Über diesen Artikel
Vorheriger Artikel
Nächster Artikel
Zitieren
COVER HERUNTERLADEN
Online veröffentlicht: 22. Nov. 2021
Seitenbereich: 457 - 466
Eingereicht: 06. Juni 2021
Akzeptiert: 24. Sept. 2021
DOI: https://doi.org/10.2478/amns.2021.1.00101
Schlüsselwörter
© 2021 Taorui Tian et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Fig. 1

Organisational chart of the enterprise.
Organisational chart of the enterprise.

Fig. 2

Analysis of the impact of financing production on enterprise production efficiency.
Analysis of the impact of financing production on enterprise production efficiency.

Fig. 3

Evolution trend of production efficiency of enterprises.
Evolution trend of production efficiency of enterprises.

Specific indicators and measurement methods

Index The specific meaning Calculation method
Te Productivity DEA model operation
Fr Financing constraints Financing constraint = interest expense/total assets
Int1 Financing constraints and R&D expenditure interaction Interaction term = financing constraint * R&D investment
Int2 Interaction item between financing contract and investment behaviour Interactivity = Financing Constraints = Long-term Investment
Int3 Financing constraints and export behaviour interaction item Interaction term = financing constraint * export delivery value
Int4 Interaction term between financing constraints and employee compensation Interaction term = financing constraint * employee compensation
Size The size of the business Firm size = number of employees take logarithm
Air Debt to asset ratio Asset-liability ratio = total liabilities/total assets
Den Asset intensity Capital intensity = net fixed assets/number of employees
Sub Government subsidies Industrial Enterprise Database Direct Access to
Tax Tax burden Tax burden = tax expenditure/sales

Input–output evaluation indicators

Index Unit
Input indicators Current depreciation of fixed assets Ten thousand yuan
Selling expenses Ten thousand yuan
Financial expenses Ten thousand yuan
Overheads Ten thousand yuan
Main business costs Ten thousand yuan
Number of employees people
Output indicators Total profit Ten thousand yuan
Main business income Ten thousand yuan
Gross industrial output Ten thousand yuan

Analysis of regression results

Variables Te
Fe −0.1791***
(0.0294)
Size −0.0243***
(0.0030)
Alr −0.0275***
(0.0060)
Den 0.0000***
(0.0000)
Sub −0.0056*
(0.0031)
Tax −0.0080
(0.0268)
Observations 223.198
R2 0.5278
Sprache:
Englisch
Zeitrahmen der Veröffentlichung:
1 Hefte pro Jahr
Fachgebiete der Zeitschrift:
Biologie, Biologie, andere, Mathematik, Angewandte Mathematik, Mathematik, Allgemeines, Physik, Physik, andere
Zeitschrift RSS Feed