Table 4 Description and source of the variables analyzed in this study.

From: Effects of emission trading schemes on corporate carbon productivity and implications for firm-level responses

Variable name

Description

Source

Dependent variable

Carbon productivity

Sales scaled by tons of CO2 equivalent emitted by ETS-participating firms. Values were multiplied by 1 million for clarity

Ministry of Environment/COMPUSTAT

Independent variable

ETS

Indicator variable equaling 1 if the firm participated in ETS

Ministry of Environment

Subsample variables

ROA

Return on assets

COMPUSTAT

Patent

Indicator variable equaling 1 if the firm registered more than one patent

Korea Intellectual Property Rights Information Service

Green CEOs

Indicator variable equaling 1 if the CEO of a firm has educational or job experiences in environment-related fields

TS2000/JOINS

Control variables

Log(asset)

Log of a firm’s total assets

COMPUSTAT

Tobin’s q

Tobin’s q calculated as: (the market value of common stock + book value of preferred stock + (current liabilities – current assets) + long-term debts)/book value of total assets

COMPUSTAT

Log(sales)

Log of a firm’s sales

COMPUSTAT

Tangibility

Net tangible assets calculated as follows: total assets – intangible assets – total liabilities

COMPUSTAT

Cash

Firm’s net cash

COMPUSTAT

Cash flow

Free cash flow calculated as: net income + (depreciation/amortization) – change in working capital – capital expenditure

COMPUSTAT