Financial Performance and Working Capital Management Practices in the Retail Sector: Empirical Evidence from South Africa
Abstract
:1. Introduction
2. Review of Related Literature
2.1. Theoretical Literature
2.1.1. Working Capital Management Policy Framework
2.1.2. Working Capital Strategies
2.2. Empirical Literature Review
3. Data and Methodology
3.1. Sample Description and Data Sources
3.2. Model Specification
3.3. Diagnostic Tests
4. Empirical Results
4.1. Descriptive Statistics
4.2. Empirical Findings
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Variables | Description | Measurement |
---|---|---|
ROA | Return on assets | |
ROE | Return on equity | |
NOPM | Net operating profit margin | |
AAI | Average age of inventory | |
ACP | Average collection period | |
APP | Average payment period | |
CCC | Cash conversion cycle | |
SIZE | Firm size | |
LEV | Leverage | |
CR | Current ratio | |
Ε | Error term | |
I | Cross-sectional dimensions | |
T | Time-series dimensions | |
Β0, β1, β2, β3, β4, β5, β6, β7 | Regression coefficients |
Variable | Mean | Median | Standard Deviation | Minimum | Maximum |
---|---|---|---|---|---|
NOPM | 0.0710 | 0.0634 | 0.2170 | −0.9644 | 0.6660 |
ROA | 0.0863 | 0.0877 | 0.1260 | −0.5256 | 0.3312 |
ROE | 0.2023 | 0.2169 | 0.2777 | −1.2907 | 2.1256 |
CCC | 81.82 | 28.51 | 117.99 | −65.10 | 611.00 |
ACP | 81.32 | 36.00 | 112.62 | 3.00 | 677.00 |
AAI | 38.62 | 41.36 | 23.58 | 0 | 127.62 |
APP | 34.81 | 33.00 | 19.40 | 0 | 103.00 |
LEV | 0.5275 | 0.5550 | 0.2252 | 0.0900 | 0.9300 |
CR | 2.06 | 1.34 | 1.45 | 0.53 | 6.82 |
Dependent Variable | Pooled-OLS | Random-Effects | Fixed-Effects |
---|---|---|---|
NOPM | NOPM | NOPM | |
ACP | −0.0019 *** (−6.24) | −0.0020 *** (−4.98) | −0.0024 *** (−4.21) |
AAI | −0.0017 *** (−3.19) | −0.0022 *** (−3.17) | −0.0024 *** (−3.10) |
APP | −0.0006 (−0.76) | −0.0014 * (−1.65) | −0.0013 (−1.51) |
SIZE | 0.0169 ** (2.38) | 0.0160 (1.51) | 0.0007 (0.05) |
LEV | −0.0480 (−0.44) | 0.0575 (0.50) | 0.1917 (1.57) |
CR | 0.0798 *** (4.10) | 0.0561 *** (2.74) | 0.0260 (1.19) |
Constant | −0.1524 (−1.46) | −0.0946 (−0.61) | 0.1497 (0.70) |
Number | 140 | 140 | 140 |
Adjusted R2 | 0.5476 | 0.5102 | 0.2450 |
F-statistic | 6.06 *** |
Dependent Variable | Pooled-OLS | Random-Effects | Fixed-Effects |
---|---|---|---|
ROA | ROA | ROA | |
ACP | −0.0002 (−0.78) | 0.0002 (0.69) | −0.0024 *** (−4.21) |
AAI | 0.0002 (0.62) | 0.0012 ** (2.05) | −0.0024 *** (−3.10) |
APP | −0.0008 (−1.17) | −0.0010 (−1.52) | −0.0013 (−1.51) |
SIZE | 0.0247 *** (4.14) | 0.0169 * (1.89) | 0.0007 (0.05) |
LEV | −0.0141 (−0.15 | 0.0169 (0.18) | 0.1917 (1.57) |
CR | 0.0431 *** (2.66) | 0.0286 * (1.68) | 0.0260 (1.19) |
Constant | −0.3331 *** (−3.82) | −0.2540 * (−1.93) | 0.1497 (0.70) |
Number | 140 | 140 | 140 |
Adjusted R2 | 0.3070 | 0.2239 | 0.2450 |
F-statistic | 6.06 *** |
Dependent Variable | Pooled-OLS | Random-Effects | Fixed-Effects |
---|---|---|---|
ROE | ROE | ROE | |
ACP | −0.0008 (−1.45) | −0.0007 (−1.45) | −0.0003 (−0.27) |
AAI | −0.0010 (−0.90) | 0.0010 (0.15) | 0.0017 (1.01) |
APP | −0.0037 ** (−2.29) | −0.0041 ** (−2.41) | −0.0042 ** (−1.51) |
SIZE | 0.0452 *** (3.10) | 0.0464 ** (2.35) | 0.0430 (1.30) |
LEV | 0.1708 (0.76) | −0.0730 (−0.31) | −0.2888 (−1.06) |
CR | 0.0501 (1.27) | 0.0222 (0.52) | 0.0168 (0.34) |
Constant | −0.4414 *** (−2.07) | −0.3144 (−1.09) | −0.2170 (−0.46) |
Number | 140 | 140 | 140 |
Adjusted R2 | 0.1412 | 0.1556 | 0.0854 |
F-statistic | 1.82 *** |
Dependent Variables | Independent Variables | Coefficient | Effect and Significance |
---|---|---|---|
ROA | AAI | −0.0024 *** | Negative *** |
ACP | −0.0024 *** | Negative *** | |
APP | −0.0013 | Negative | |
ROE | AAI | 0.0017 | Positive |
ACP | −0.0003 | Negative | |
APP | −0.0042 ** | Negative ** | |
NOPM | AAI | −0.0024 *** | Negative ** |
ACP | −0.0024 *** | Negative ** | |
APP | −0.0013 | Negative |
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Mandipa, G.; Sibindi, A.B. Financial Performance and Working Capital Management Practices in the Retail Sector: Empirical Evidence from South Africa. Risks 2022, 10, 63. https://doi.org/10.3390/risks10030063
Mandipa G, Sibindi AB. Financial Performance and Working Capital Management Practices in the Retail Sector: Empirical Evidence from South Africa. Risks. 2022; 10(3):63. https://doi.org/10.3390/risks10030063
Chicago/Turabian StyleMandipa, Garikai, and Athenia Bongani Sibindi. 2022. "Financial Performance and Working Capital Management Practices in the Retail Sector: Empirical Evidence from South Africa" Risks 10, no. 3: 63. https://doi.org/10.3390/risks10030063
APA StyleMandipa, G., & Sibindi, A. B. (2022). Financial Performance and Working Capital Management Practices in the Retail Sector: Empirical Evidence from South Africa. Risks, 10(3), 63. https://doi.org/10.3390/risks10030063