Variables description table
| Variable | Acronym | Formula | Description and citation |
|---|---|---|---|
| Dependent variable/s | |||
| Return on assets | ROA | Earnings before interest and tax (EBIT) divided by total assets = EBIT/total assets | Following (Jose et al., 1996; Wang, 2002) we apply both ROA and ROE to separate asset management and financing influences on profitability - ROA, used as a profitability proxy, is calculated using EBIT to reflect the net operating profits of the firm and avoid non-homogenous interest and tax rates across countries - Authors who used ROA as a profitability proxy (Wang, 2002; Falope and Ajilore, 2009; Şen et al., 2009; Alavinasab and Davoudi, 2013; Erasmus, 2010; Pirttilä et al., 2020; Singhania and Mehta, 2017; Laghari and Chengang, 2019; Baños-Caballero et al., 2012) |
| Return on equity | ROE | Net income divided by total shareholders’ equity ROE = net income/shareholder’s equity | ROE, used as another profitability proxy that reflects a more investor-oriented profitability proxy and reflects firms’ financing strategies - Authors who used ROA as a profitability proxy (Wang, 2002; Samiloglu and Akgün, 2016; Sharma and Kumar, 2011; Jose et al., 1996) |
| Independent variables | |||
| Net working capital rate | NWCR | NWCR = | Working capital level neutralized across firms by dividing net working capital by sales (Tsuruta, 2019; Hill et al., 2010; Aktas et al., 2015; Afrifa, 2016) |
| Control variables | |||
| Firm size | Size | Natural logarithm of total assets | Size is controlled because of the economies of scale concept that directly affect firms’ profitability (Laghari and Chengang, 2019; Baños-Caballero et al., 2012; Wang et al., 2020; Moussa, 2019; Şen, et al., 2009) |
| Leverage | LEV | Total liabilities divided by total assets | Leverage affects working capital management practices and is controlled for in this study (Laghari and Chengang, 2019; Baños-Caballero et al., 2012; Wang et al., 2020; Moussa, 2019) |
| Sales growth | Growth | Sales growth rate calculated as = (Salesn – Salesn –1)/Salesn –1 | Sales growth is used as a proxy for firm growth that directly affects working capital management practices (Laghari and Chengang, 2019; Baños-Caballero et al., 2012; Wang et al., 2020; Afrifa, 2016; Hill et al., 2010) |
| Cash level | Cash | (Cash and cash equivalents)/sales | To test whether cash levels play a moderating role in the relationship between working capital and profitability, cash level was used as a dummy variable and an interaction term “cash level * NWCR” is added to the modelFor authors who used cash as a control variable (Afrifa, 2016; Laghari and Chengang, 2019) |
| Economic growth | GDP | Real GDP growth rate calculated as = (GDPn - GDPn–1)/GDPn–1 | Because this study applies cross-country analysis, it controls for different gross domestic growth rates and different inflation levels According to Baños-Caballero et al. (2019), the value of net working capital varies across countries and that it depends on both investor protection and a country’s financial and economic development (Wang et al., 2020; Altaf and Shah, 2018; Tsuruta, 2019; Moussa, 2019) |
| Variable | Acronym | Formula | Description and citation |
|---|---|---|---|
| Return on assets | ROA | Earnings before interest and tax (EBIT) divided by total assets = EBIT/total assets | Following |
| Return on equity | ROE | Net income divided by total shareholders’ equity ROE = net income/shareholder’s equity | ROE, used as another profitability proxy that reflects a more investor-oriented profitability proxy and reflects firms’ financing strategies |
| Net working capital rate | NWCR | NWCR = | Working capital level neutralized across firms by dividing net working capital by sales |
| Control variables | |||
| Firm size | Size | Natural logarithm of total assets | Size is controlled because of the economies of scale concept that directly affect firms’ profitability |
| Leverage | LEV | Total liabilities divided by total assets | Leverage affects working capital management practices and is controlled for in this study |
| Sales growth | Growth | Sales growth rate calculated as = | Sales growth is used as a proxy for firm growth that directly affects working capital management practices |
| Cash level | Cash | (Cash and cash equivalents)/sales | To test whether cash levels play a moderating role in the relationship between working capital and profitability, cash level was used as a dummy variable and an interaction term “cash level * NWCR” is added to the modelFor authors who used cash as a control variable |
| Economic growth | GDP | Real GDP growth rate calculated as = | Because this study applies cross-country analysis, it controls for different gross domestic growth rates and different inflation levels |
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