Type of variables

Variables

Name of variables

Measurement

Dependent Variable

D i v ( i , p , t )

Unrelated M&As

If company i in industry p makes unrelated M&As in year t, take the value of 1; if not, 0

Explanatory variable

U n r e l a t e ( i , p , t 1 )

Mathematical expectation of probability for unrelated M&As in the same industry

The mathematical expectation of probability for unrelated M&As made by companies other than company i in industry P in year t − 1

Control variables

Related

M&As of related parties

Related parties make M&As, take the value of 1; if not, 0

Dual

Duality

Duality of chairman and general manager, take the value of 1; if not, 0

Property

Nature of property

State-owned enterprise, take the value of 1; if not, 0

First

The shareholding ratio of first majority shareholder

Shareholding quantity of first majority shareholder/total number of shares

Lndep

Proportion of independent directors

Number of independent directors/the number of board members

Board

Board size

The total number of board members

ESH

Management shareholding

Management shareholding quantity/total number of shares

Overcon

The overconfidence degree of executives

Remuneration of top three executives/total remuneration of executives

Cash

Cash stock ratio

Cash stock/total assets

Intang

Intangible assets ratio

Intangible assets/total assets

Tobinq

Tobin’s Q

Market value/replacement cost

OCF

Operating cash flow ratio

Operating net flows/total assets

Size

Asset size

The natural logarithm of total assets

ROA

Total asset and net profit ratio

Net profit/Total assets

Lev

Asset-liability ratio

Liabilities/Total assets

Growth

Growth rate of operation revenue

(operation revenue in current year-operation revenue in the previous year)/operation revenue in the previous year

Accrual

Discretionary accruals of company

Manipulated accrual profit calculated with the modified Jones model/total assets

FC

Financing restraint level

KZ index

Bedrivers

The diversification level before M&As

1-Herfindahl index