Summary statistics
| Variable | Variation | Mean | Std dev | Min | Max | Observations |
|---|---|---|---|---|---|---|
| (R&D investment decision) | Overall | 0.5986 | 0.4905 | 0.0000 | 1.0000 | N = 862.0000 |
| Between | – | 0.4771 | 0.0000 | 1.0000 | n = 735.0000 | |
| Within | – | 0.1598 | −0.0986 | 0 0.7960 | T-bar = 1.1728 | |
| (Access to loan/line of credit) | Overall | 0.5883 | 0.4924 | 0.0000 | 1.0000 | N = 855.0000 |
| Between | – | 0.4797 | 0.0000 | 1.0000 | n = 729.0000 | |
| Within | – | 0.1530 | 0.0883 | 1.0883 | T-bar = 1.1728 | |
| (Informal sector competition) | Overall | 0.5351 | 0.4991 | 0.0000 | 1.0000 | N = 841.0000 |
| Between | – | 0.4808 | 0.0000 | 1.0000 | n = 721.0000 | |
| Within | – | 0.1776 | 0.0351 | 1.0351 | T-bar = 1.1664 | |
| (Firm size by employment) | Overall | 2.2133 | 0.7499 | 1.0000 | 3.0000 | N = 858.0000 |
| Between | – | 0.7534 | 1.0000 | 3.0000 | n = 731.0000 | |
| Within | – | 0.1323 | 1.7133 | 2.7133 | T-bar = 1.1737 | |
(Annual sales, Ksh million) | Overall | 1890.0000 | 16900.0000 | 0.1000 | 425000.0000 | N = 772.0000 |
| Between | – | 18100.0000 | 0.1000 | 425000.0000 | n = 671.0000 | |
| Within | – | 689.0000 | −6570.0000 | 10400.0000 | T-bar = 1.1505 | |
| (% of sales exported) | Overall | 23.1542 | 35.3726 | 0.0000 | 100.0000 | N = 856.0000 |
| Between | – | 34.9536 | 0.0000 | 100.0000 | n = 731.0000 | |
| Within | – | 9.6929 | −26.8458 | 73.1542 | T-bar = 1.1710 | |
| (% share of foreign ownership) | Overall | 10.5723 | 27.0158 | 0.0000 | 100.0000 | N = 858.0000 |
| Between | – | 27.0857 | 0.0000 | 100.0000 | n = 730.0000 | |
| Within | – | 7.4826 | −39.4277 | 60.5723 | T-bar = 1.1753 | |
| (% of main product in total sales) | Overall | 89.0776 | 17.1398 | 20.0000 | 100.0000 | N = 864.0000 |
| Between | – | 16.7168 | 20.0000 | 100.0000 | n = 736.0000 | |
| Within | – | 5.4075 | 59.0776 | 119.0775 | T-bar = 1.1739 | |
| (Courts fair and impartiality) | Overall | 0.4825 | 0.5000 | 0.0000 | 1.0000 | N = 800.0000 |
| Between | – | 0.4806 | 0.0000 | 1.0000 | n = 689.0000 | |
| Within | – | 0.1821 | −0.0175 | 0.9825 | T-bar = 1.1611 | |
| (Firm's age, years) | Overall | 28.4767 | 18.9128 | 0.0000 | 107.0000 | N = 860.0000 |
| Between | – | 18.7838 | 0.0000 | 107.0000 | n = 732.0000 | |
| Within | – | 1.4872 | 15.9767 | 40.9767 | T-bar = 1.1749 | |
| (Firm's legal status) | Overall | 2.0658 | 0.7015 | 1.0000 | 3.0000 | N = 851.0000 |
| Between | – | 0.6788 | 1.0000 | 3.0000 | n = 724.0000 | |
| Within | – | 0.2401 | 1.0658 | 3.0658 | T-bar = 1.1754 | |
| (Political instability obstacle) | Overall | 0.8126 | 0.3905 | 0.0000 | 1.0000 | N = 859.0000 |
| Between | – | 0.3782 | 0.0000 | 1.0000 | n = 734.0000 | |
| Within | – | 0.1428 | 0.3126 | 1.3126 | T-bar = 1.1703 | |
| (Taxation constraint) | Overall | 0.7995 | 0.4006 | 0.0000 | 1.0000 | N = 858.0000 |
| Between | – | 0.3948 | 0.0000 | 1.0000 | n = 733.0000 | |
| Within | – | 0.1301 | 0.2995 | 1.2995 | T-bar = 1.1705 | |
| (Subsector based on technology content) | Overall | 2.4867 | 0.8051 | 1.0000 | 3.0000 | N = 865.0000 |
| Between | – | 0.7840 | 1.0000 | 3.0000 | n = 737.0000 | |
| Within | – | 0.2083 | 1.4867 | 3.4867 | T-bar = 1.1737 |
| Variable | Variation | Mean | Std dev | Min | Max | Observations |
|---|---|---|---|---|---|---|
| Overall | 0.5986 | 0.4905 | 0.0000 | 1.0000 | ||
| Between | – | 0.4771 | 0.0000 | 1.0000 | ||
| Within | – | 0.1598 | −0.0986 | 0 0.7960 | ||
| Overall | 0.5883 | 0.4924 | 0.0000 | 1.0000 | ||
| Between | – | 0.4797 | 0.0000 | 1.0000 | ||
| Within | – | 0.1530 | 0.0883 | 1.0883 | ||
| Overall | 0.5351 | 0.4991 | 0.0000 | 1.0000 | ||
| Between | – | 0.4808 | 0.0000 | 1.0000 | ||
| Within | – | 0.1776 | 0.0351 | 1.0351 | ||
| Overall | 2.2133 | 0.7499 | 1.0000 | 3.0000 | ||
| Between | – | 0.7534 | 1.0000 | 3.0000 | ||
| Within | – | 0.1323 | 1.7133 | 2.7133 | ||
| Overall | 1890.0000 | 16900.0000 | 0.1000 | 425000.0000 | ||
| Between | – | 18100.0000 | 0.1000 | 425000.0000 | ||
| Within | – | 689.0000 | −6570.0000 | 10400.0000 | ||
| Overall | 23.1542 | 35.3726 | 0.0000 | 100.0000 | ||
| Between | – | 34.9536 | 0.0000 | 100.0000 | ||
| Within | – | 9.6929 | −26.8458 | 73.1542 | ||
| Overall | 10.5723 | 27.0158 | 0.0000 | 100.0000 | ||
| Between | – | 27.0857 | 0.0000 | 100.0000 | ||
| Within | – | 7.4826 | −39.4277 | 60.5723 | ||
| Overall | 89.0776 | 17.1398 | 20.0000 | 100.0000 | ||
| Between | – | 16.7168 | 20.0000 | 100.0000 | ||
| Within | – | 5.4075 | 59.0776 | 119.0775 | ||
| Overall | 0.4825 | 0.5000 | 0.0000 | 1.0000 | ||
| Between | – | 0.4806 | 0.0000 | 1.0000 | ||
| Within | – | 0.1821 | −0.0175 | 0.9825 | ||
| Overall | 28.4767 | 18.9128 | 0.0000 | 107.0000 | ||
| Between | – | 18.7838 | 0.0000 | 107.0000 | ||
| Within | – | 1.4872 | 15.9767 | 40.9767 | ||
| Overall | 2.0658 | 0.7015 | 1.0000 | 3.0000 | ||
| Between | – | 0.6788 | 1.0000 | 3.0000 | ||
| Within | – | 0.2401 | 1.0658 | 3.0658 | ||
| Overall | 0.8126 | 0.3905 | 0.0000 | 1.0000 | ||
| Between | – | 0.3782 | 0.0000 | 1.0000 | ||
| Within | – | 0.1428 | 0.3126 | 1.3126 | ||
| Overall | 0.7995 | 0.4006 | 0.0000 | 1.0000 | ||
| Between | – | 0.3948 | 0.0000 | 1.0000 | ||
| Within | – | 0.1301 | 0.2995 | 1.2995 | ||
| Overall | 2.4867 | 0.8051 | 1.0000 | 3.0000 | ||
| Between | – | 0.7840 | 1.0000 | 3.0000 | ||
| Within | – | 0.2083 | 1.4867 | 3.4867 |
Note(s): is the number of observations, N is the total number of individual-time observations, and T-bar is the waves or the average number of time periods a variable is observed, equivalent to
Source(s): Author’s calculations based on the World Bank enterprise surveys
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