Did you save some cash for a rainy COVID-19 day? The crisis and SMEs
Abstract
Introduction
Literature review
Data and method
| Response category | Code | % Yes |
|---|---|---|
| Distributed to shareholders/owners as dividends | 1 | 0.497 |
| Funded investment in the business | 2 | 0.687 |
| Purchasing financial investments (including mergers with and acquisitions of other companies) | 3 | 0.110 |
| Used to bolster business cash balances | 4 | 0.392 |
| (DO NOT READ OUT, SINGLE CODE): We have had no retained earnings/internal funds | 5 | 0.086 |
| (DO NOT READ OUT, SINGLE CODE): Don’t know | 6 | 0.139 |
Results
| Model 1: Distribute Dividends | Model 2: Fund Business Investment | Model 3: Financial Asset Investment | Model 4: Bolster Cash Balances | Model 5: No Internal Cash | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| dF/dx | Z stat. | Pr > z | Sig. | dF/dx | Z stat. | Pr > z | Sig. | dF/dx | Z stat. | Pr > z | Sig. | dF/dx | Z stat. | Pr > z | Sig. | dF/dx | Z stat. | Pr > z | Sig. | |
| Size_Band | ||||||||||||||||||||
| Ref. = Large | ||||||||||||||||||||
| Medium | −0.032 | −0.480 | 0.632 | 0.001 | 0.020 | 0.982 | −0.044 | −1.180 | 0.237 | 0.090 | 1.360 | 0.173 | 0.011 | 0.280 | 0.778 | |||||
| Small | −0.080 | −1.250 | 0.213 | −0.089 | −1.450 | 0.148 | −0.125 | −3.660 | 0.000 | *** | 0.012 | 0.190 | 0.846 | 0.076 | 1.750 | 0.079 | * | |||
| Micro | −0.083 | −1.350 | 0.179 | −0.138 | −2.430 | 0.015 | *** | −0.175 | −4.680 | 0.000 | *** | −0.131 | −2.150 | 0.032 | ** | 0.086 | 2.350 | 0.019 | ** | |
| Age_Band | ||||||||||||||||||||
| Ref. = 5–9 years | ||||||||||||||||||||
| 10–14 years | 0.010 | 0.210 | 0.832 | −0.012 | −0.270 | 0.783 | 0.003 | 0.090 | 0.926 | −0.010 | −0.220 | 0.828 | 0.010 | 0.390 | 0.694 | |||||
| 15+ years | −0.098 | −2.400 | 0.016 | ** | −0.017 | −0.480 | 0.628 | 0.012 | 0.400 | 0.690 | 0.012 | 0.300 | 0.762 | 0.035 | 1.830 | 0.068 | * | |||
| Industry Sector | ||||||||||||||||||||
| Ref. = A | ||||||||||||||||||||
| BDE | 0.173 | 0.990 | 0.322 | 0.013 | 0.090 | 0.931 | −0.040 | −0.390 | 0.699 | 0.127 | 0.710 | 0.480 | 0.064 | 0.600 | 0.546 | |||||
| C | 0.224 | 2.140 | 0.032 | ** | 0.034 | 0.390 | 0.697 | −0.082 | −1.480 | 0.140 | −0.055 | −0.540 | 0.586 | 0.048 | 0.810 | 0.420 | ||||
| D | 0.322 | 3.120 | 0.002 | *** | −0.006 | −0.060 | 0.950 | −0.092 | −1.630 | 0.102 | * | −0.004 | −0.040 | 0.969 | −0.026 | −0.520 | 0.601 | |||
| E | 0.264 | 2.600 | 0.009 | *** | −0.007 | −0.080 | 0.938 | −0.062 | −1.090 | 0.277 | −0.066 | −0.670 | 0.502 | 0.012 | 0.240 | 0.813 | ||||
| F | 0.175 | 1.440 | 0.151 | −0.048 | −0.440 | 0.661 | −0.056 | −0.850 | 0.398 | 0.056 | 0.460 | 0.645 | −0.024 | −0.400 | 0.690 | |||||
| G | 0.044 | 0.360 | 0.719 | 0.054 | 0.550 | 0.579 | −0.129 | −2.520 | 0.012 | ** | −0.083 | −0.730 | 0.468 | 0.102 | 1.310 | 0.190 | ||||
| H | 0.265 | 2.410 | 0.016 | ** | 0.083 | 0.900 | 0.367 | 0.012 | 0.160 | 0.874 | 0.122 | 1.080 | 0.278 | 0.026 | 0.430 | 0.670 | ||||
| I | 0.395 | 3.310 | 0.001 | *** | 0.159 | 1.470 | 0.142 | 0.076 | 0.780 | 0.434 | −0.041 | −0.300 | 0.763 | −0.001 | −0.010 | 0.994 | ||||
| J | 0.224 | 1.670 | 0.095 | * | −0.132 | −1.050 | 0.296 | −0.023 | −0.270 | 0.786 | 0.021 | 0.160 | 0.876 | 0.081 | 0.980 | 0.330 | ||||
| K | 0.315 | 3.190 | 0.001 | *** | 0.028 | 0.330 | 0.738 | −0.067 | −1.180 | 0.238 | −0.065 | −0.660 | 0.508 | 0.036 | 0.670 | 0.505 | ||||
| L | 0.233 | 2.190 | 0.028 | ** | 0.019 | 0.210 | 0.836 | −0.054 | −0.890 | 0.373 | −0.059 | −0.560 | 0.573 | 0.053 | 0.850 | 0.395 | ||||
| M | 0.276 | 1.580 | 0.113 | 0.008 | 0.050 | 0.962 | 0.055 | 0.420 | 0.675 | −0.197 | −1.040 | 0.298 | 0.043 | 0.420 | 0.673 | |||||
| N | 0.019 | 0.130 | 0.899 | −0.164 | −1.270 | 0.203 | −0.072 | −0.950 | 0.340 | −0.128 | −0.960 | 0.336 | 0.041 | 0.530 | 0.598 | |||||
| P | −0.145 | −0.740 | 0.461 | −0.044 | −0.290 | 0.775 | −0.038 | −0.430 | 0.667 | −0.238 | −1.450 | 0.146 | 0.138 | 1.220 | 0.223 | |||||
| Q | 0.118 | 0.780 | 0.433 | 0.137 | 1.180 | 0.237 | −0.154 | −1.080 | 0.281 | −0.002 | −0.030 | 0.977 | ||||||||
| No. of obs. | 929 | 929 | 917 | 929 | 929 | |||||||||||||||
| Pseudo-R2 | 0.041 | 0.027 | 0.065 | 0.034 | 0.049 | |||||||||||||||
| Equations | Coefficient | Z-stat | Pr > z |
|---|---|---|---|
| rho 2,1 | 0.257 | 5.02 | 0.0001 |
| rho 3,1 | 0.102 | 1.62 | 0.1050 |
| rho 4,1 | 0.121 | 2.42 | 0.0160 |
| rho 3,2 | −0.020 | −0.30 | 0.7670 |
| rho 4,2 | 0.273 | 5.43 | 0.0001 |
| rho 4,3 | 0.038 | 0.64 | 0.5200 |
| Model 1: Distribute Dividends | Model 2: Fund Business Investment | Model 3: Financial Asset Investment | Model 4: Bolster Cash Balances | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coeff. | Z stat. | Pr > z | Sig. | Coeff. | Z stat. | Pr > z | Sig. | Coeff. | Z stat. | Pr > z | Sig. | Coeff. | Z stat. | Pr > z | Sig. | |
| Size_Band | ||||||||||||||||
| Ref. = Large | ||||||||||||||||
| Medium | −0.078 | −0.470 | 0.640 | 0.007 | 0.040 | 0.970 | −0.217 | −1.190 | 0.233 | 0.248 | 1.490 | 0.136 | ||||
| Small | −0.202 | −1.240 | 0.213 | −0.256 | −1.430 | 0.153 | −0.666 | −3.600 | 0.000 | *** | 0.039 | 0.240 | 0.812 | |||
| Micro | −0.212 | −1.370 | 0.171 | −0.414 | −2.420 | 0.016 | ** | −0.822 | −4.640 | 0.000 | *** | −0.320 | −2.060 | 0.039 | ** | |
| Age_Band | ||||||||||||||||
| Ref. = 5–9 years | ||||||||||||||||
| 10–14 years | 0.020 | 0.170 | 0.868 | −0.041 | −0.320 | 0.751 | 0.014 | 0.090 | 0.929 | −0.037 | −0.310 | 0.758 | ||||
| 15+ years | −0.250 | −2.440 | 0.015 | ** | −0.057 | −0.530 | 0.596 | 0.048 | 0.360 | 0.720 | 0.031 | 0.300 | 0.765 | |||
| Industry Sector | ||||||||||||||||
| Ref. = A | ||||||||||||||||
| BDE | 0.462 | 1.020 | 0.310 | 0.048 | 0.100 | 0.920 | −0.207 | −0.390 | 0.698 | 0.329 | 0.730 | 0.467 | ||||
| C | 0.594 | 2.180 | 0.029 | ** | 0.087 | 0.320 | 0.746 | −0.445 | −1.470 | 0.142 | −0.152 | −0.590 | 0.554 | |||
| D | 0.904 | 3.150 | 0.002 | *** | −0.059 | −0.210 | 0.835 | −0.549 | −1.640 | 0.100 | * | −0.025 | −0.090 | 0.928 | ||
| E | 0.703 | 2.640 | 0.008 | *** | −0.022 | −0.090 | 0.932 | −0.313 | −1.070 | 0.284 | −0.171 | −0.680 | 0.494 | |||
| F | 0.466 | 1.480 | 0.140 | −0.177 | −0.560 | 0.576 | −0.296 | −0.840 | 0.401 | 0.121 | 0.400 | 0.690 | ||||
| G | 0.121 | 0.390 | 0.695 | 0.149 | 0.480 | 0.631 | −0.980 | −2.510 | 0.012 | ** | −0.233 | −0.800 | 0.424 | |||
| H | 0.728 | 2.450 | 0.014 | ** | 0.240 | 0.800 | 0.423 | 0.044 | 0.140 | 0.891 | 0.289 | 1.030 | 0.304 | |||
| I | 1.279 | 3.370 | 0.001 | *** | 0.591 | 1.450 | 0.147 | 0.298 | 0.780 | 0.438 | −0.109 | −0.310 | 0.753 | |||
| J | 0.619 | 1.740 | 0.083 | * | −0.380 | −1.080 | 0.280 | −0.112 | −0.270 | 0.785 | 0.046 | 0.130 | 0.895 | |||
| K | 0.856 | 3.230 | 0.001 | *** | 0.075 | 0.290 | 0.771 | −0.339 | −1.160 | 0.245 | −0.183 | −0.730 | 0.463 | |||
| L | 0.623 | 2.230 | 0.026 | ** | 0.041 | 0.150 | 0.881 | −0.270 | −0.870 | 0.384 | −0.152 | −0.570 | 0.567 | |||
| M | 0.775 | 1.620 | 0.106 | 0.010 | 0.020 | 0.984 | 0.224 | 0.420 | 0.674 | −0.521 | −1.010 | 0.312 | ||||
| N | 0.053 | 0.140 | 0.886 | −0.427 | −1.220 | 0.221 | −0.398 | −0.920 | 0.356 | −0.322 | −0.920 | 0.355 | ||||
| P | −0.364 | −0.720 | 0.469 | −0.186 | −0.420 | 0.671 | −4.432 | −0.050 | 0.961 | −0.685 | −1.520 | 0.129 | ||||
| Q | 0.322 | 0.840 | 0.401 | 0.463 | 1.110 | 0.267 | −0.202 | −0.460 | 0.648 | −0.417 | −1.100 | 0.271 | ||||
| No. of obs. | 929 | |||||||||||||||
| Wald χ2 (80) | 162.56 | |||||||||||||||
Conclusion and implications
| Actual business population | Immediate risk (%) | Medium-term risk (%) | Pr (immediate risk) | Pr (medium-term risk) | |
|---|---|---|---|---|---|
| Large | 7285 | 0.0358 | 0.5038 | 261 | 3670 |
| Medium | 33,855 | 0.0420 | 0.4297 | 1422 | 14,547 |
| Small | 207,885 | 0.1077 | 0.5042 | 22,389 | 104,816 |
| Micro | 1,117,810 | 0.0846 | 0.6449 | 94,567 | 720,876 |
| Total | 118,639 | 843,909 |
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This article was published in International Small Business Journal: Researching Entrepreneurship.
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