Table A1

Definitions of variables

VariablesDefinitions
Investment inefficiencyIs computed as the deviations or residuals from the optimal investment model. The model regresses a firm’s capital investments on Tobin’s q, sales growth, and operating cash flows (for more details, see section 5.2)
OKTAIs the organizational capital and measured as the ratio of organizational capital to total assets (for more details see section 5.3)
OKTCIs the organizational capital and measured as the ratio of organizational capital to total capital
SizeIs measured as the natural log of annual market capitalization
LeverageIs measured as the ratio of total debt (short term + long term) to total capital
ROARepresents the return on assets and is measured as the ratio earnings before interest and taxes to total assets
LOSSIs measured as a dummy variable that takes a value of one if a firm’s income before extraordinary items is negative and zero if it is not
TOBIN’S QIs measured the market-to-book equity ratio
Firm ageIs calculated as the number of years since the company listed in the stock market
SlackIs measured as the ratio of cash holdings (cash and cash equivalents) to total assets
TangibilityIs measured as the ratio of property, plant, and equipment to total assets
CEO genderIs measured as a dummy variable that takes one if the CEO is female and zero otherwise
CEO ageThe age of the CEO in years
CEO powerIs captured by a dummy variable that takes a value of one if the CEO is also the chairman of the board of directors and zero otherwise
CEO tenureIs measured as is the number of years a CEO has occupied the CEO position in a company
CEO external directorshipsIs measured as the number of external board membership seats occupied by a CEO
Industry-level growth uncertaintyIs our preferred instrumental variable (IV). To construct our IV, we first compute the three-years of firm-level standard deviations of sales growth. Then, we calculate the industry average of the estimated firm-level standard deviations based on the 4-digits SIC code. This definition is consistent with the prior literature (e.g. Carlin et al., 2012; Francis et al., 2021), which also considers that firms in highly volatile industries tend to divest their OK investment
Information environmentIs captured by stock return synchronization, which is measured as the R2 value from a regression of firm returns on market and industry returns
CEO career concernsCEO career concerns is a dummy variable equal to one if a firm’s headquarters is located in a state that adopts the inevitable disclosure doctrine (IDD) by year t and zero otherwise.  Appendix B lists the legal cases of precedent-setting adopting or rejecting the IDD
Corporate governanceThe “G” governance pillar of ESG from the LSEG (formerly Refinitiv) database. Following Agnese et al. (2023) and Gyönyör and Horváth (2024), we employ this pillar to capture the firm corporate governance quality. This pillar contains three subcategories, namely, shareholders, management, and corporate social responsibility strategy, which capture the relative strength of firms in terms of board structure, board functions, shareholder rights, compensation policies, vision, and strategy

Note(s): The table defines the variables used in this study

Source(s): Authors’ own work

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