Variable Name

Symbol

Variable Definition

Dependent Variable

Total Factor Productivity

TFP

The OP and LP methods are employed for computing the dependent variable, which represents the total factor productivity of the companies The GMM method is used for robustness testing ( Lu & Lian, 2012 ; Yang, 2015 ).

Independent Variable

Digital Technology

DT

To measure the extent of enterprise digital technology adoption, we refer to the works of Wu et al. (2021) , Yuan et al. (2021) , Zhao et al. (2021) , and Wu et al. (2022) . Python programming language is utilized to develop web-crawling programs for collecting and organizing textual content from the management discussion and analysis section of annual reports of all A-share listed companies. Relevant keywords related to enterprise digital technology are matched and the total frequency of their occurrence (DT) is calculated.

DT_F

A custom digital dictionary established by Wu et al. (2021) is solely used to calculate the frequency of occurrence of digital technology keywords.

DT_X

A custom digital dictionary established by Yuan et al. (2021) is solely used to calculate the frequency of occurrence of digital technology keywords.

DT_Z

A custom digital dictionary established by Zhao et al. (2021) is solely used to calculate the frequency of occurrence of digital technology keywords.

DT_W

A custom digital dictionary established by Wu et al. (2021) is solely used to calculate the frequency of occurrence of digital technology keywords.

DT_FX

A custom digital dictionaries developed by Yuan et al. (2021) , Zhao et al. (2021) , and Wu et al. (2022) are separately used to calculate the frequency of occurrence of digital technology keywords.

Control variables

Company Size

Size

The natural logarithm of total assets.

Debt-to-Asset Ratio

LEV

The ratio of total liabilities to total assets.

Profitability

ROA

The return on assets.

Fixed Asset Ratio

Fix

The ratio of fixed assets to total assets.

Inventory Level

Stock

The ratio of inventory to total assets.

Cash Holdings

Cash

The ratio of initial cash and cash equivalents to total assets.

Free Cash Flow Ratio

FC

The ratio of enterprise free cash flow to total assets.

Company Age

Age

The age of the company at the time of listing.

Ownership Property

SOE

A dummy variable is used to indicate state-owned enterprises (1) and non-state-owned enterprises (0).

Equity Balance

Balance

The difference between the maximum and minimum shareholding percentages of the largest shareholder is divided by the sum of these percentages to compute the governance balance variable.

Dual Chairman and CEO

Dual

A dummy variable is used to indicate companies where the chairman also holds the position of general manager (1) and companies where they are separate (0).

Management Shareholding Proportion

MgtHolding

The proportion of management’s shareholding relative to all shareholders is calculated.

Board Size

Board

The number of directors on the board.

Proportion of Independent Directors

Inddirector

The proportion of independent directors relative to all board members.

Audited by the “Big Four” Accounting Firms

Four

A dummy variable is used to indicate companies audited by the “Big Four” accounting firms (1) and others (0).

Time Fixed Effects

Time

Year-specific dummy variables.

Individual Fixed Effects

Firm

Individual firm-specific dummy variables.