The GMM regression coefficient analysis of the relationship between working capital and profitability (ROA/ROE) testing H1, H2 and H3
| ROA | Overall NWCR H1 | Positive NWCR H2 | Negative NWCR H3 | ROE | Overall NWCR H1 | Positive NWCR H2 | Negative NWCR H3 |
|---|---|---|---|---|---|---|---|
| ROA (−1) Y–1 | 0.514841 *** | 0.445911 *** | 0.530915 *** | ROA (−1) Y–1 | 0.373202 *** | 0.352652 *** | 0.327809 *** |
| ROA (−2) Y–2 | 0.232469 *** | 0.220483 *** | 0.268951 *** | ROA (−2) Y–2 | 0.15322 *** | 0.117372 *** | 0.467946 *** |
| NWCR | 0.02539 ** | −0.02835 *** | 0.141723 ** | NWCR | −0.06016 * | −0.07012 *** | 0.012695 |
| NWCR² | −0.02131 *** | – | – | NWCR² | −0.00258 | – | – |
| Size | 0.007563 ** | 0.005904 ** | 0.03308 ** | SIZE | 0.005886 | 0.005951 | −0.01407 |
| Growth | 0.081859 *** | 0.067365 *** | 0.076458 | GROWTH | 0.112215 *** | 0.087922 ** | 0.209923 *** |
| Leverage | −0.02573 ** | −0.01942 * | −0.11865 ** | LEVERAGE | 0.010811 | 0.001004 | 0.028632 |
| GDP | 0.741988 *** | 0.582212 *** | 1.177099 *** | GDP | 0.22688 | 0.160313 | 0.053533 |
| Obs. | 577 | 496 | 81 | Obs. | 568 | 487 | 81 |
| ROA | Overall NWCR | Positive NWCR | Negative NWCR | ROE | Overall NWCR | Positive NWCR | Negative NWCR |
|---|---|---|---|---|---|---|---|
| ROA (−1) Y–1 | 0.514841 | 0.445911 | 0.530915 | ROA (−1) Y–1 | 0.373202 | 0.352652 | 0.327809 |
| ROA (−2) Y–2 | 0.232469 | 0.220483 | 0.268951 | ROA (−2) Y–2 | 0.15322 | 0.117372 | 0.467946 |
| NWCR | 0.02539 | −0.02835 | 0.141723 | NWCR | −0.06016 | −0.07012 | 0.012695 |
| NWCR² | −0.02131 | – | – | NWCR² | −0.00258 | – | – |
| Size | 0.007563 | 0.005904 | 0.03308 | SIZE | 0.005886 | 0.005951 | −0.01407 |
| Growth | 0.081859 | 0.067365 | 0.076458 | GROWTH | 0.112215 | 0.087922 | 0.209923 |
| Leverage | −0.02573 | −0.01942 | −0.11865 | LEVERAGE | 0.010811 | 0.001004 | 0.028632 |
| GDP | 0.741988 | 0.582212 | 1.177099 | GDP | 0.22688 | 0.160313 | 0.053533 |
| Obs. | 577 | 496 | 81 | Obs. | 568 | 487 | 81 |
Notes:
ROA = return on assets = EBIT/total assets; ROE = return on equity = net income/total equity; NWCR = (trade receivables + inventory – trade payables)/sales; SIZE = logarithm of total assets; Growth = sales growth rate (Salesn – Salesn–1)/Salesn–1; LEV = total liabilities/total assets; GDP = real GDP growth rate calculated as (GDPn – GDPn–1)/GDPn–1; Obs. = number of observations.
*
Significant @ 10%;
**
Significant @ 5%; and
***
Significant @ 1%
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