First-level

Second-level

Explanation

circulating stock proportion

The proportion of circulating stock in total stocks

shareholding ratio of institutional investors

The proportion of stock held by institutional investors in all stocks

Ownership

Structure

remuneration of the management

The ratio of the top three executives’ compensation to the total salary of all employees

remuneration of the board of directors

The ratio of the top three remunerations of directors to the total remuneration of all employees

remuneration of the board of supervisors

The ratio of the top three remunerations of supervisors to the total remuneration of all employees

invention patent

The average number of absolute numbers of invention patents in 2014-2016

invention patent persistence

two years or more in three years have invention patents recorded as continuous

innovation, otherwise it is recorded as interval

invention patent proportion

Number of invention patents/total number of patents

non-invention patent proportion

Non-invention patent/total number of patents

Innovation

persistence

enterprise scale

The natural logarithm of the total assets of the enterprise

enterprise age

From the year of establishment to the year of observation

R&D investment

R&D investment cost/sales revenue

R&D intensity

Corporate R&D expenditure as a percentage of sales

ROA

Net profit/total assets

asset-liability ratio

Total liabilities/total assets

quick Ratio

Current assets/current liabilities

operating cash flow

Net cash flow from operating activities/total assets