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. 2023 Aug 30;9(9):e19521. doi: 10.1016/j.heliyon.2023.e19521

Table 3.

Descriptive statistic of selected variables classified by income level.

Level of Development
Unit
High-Income
Middle-Income
Low-Income
Variables No. Obs Mean No. Obs Mean No. Obs Mean
Year 935 2007.589 1208 2006.91 245 2005.894
GDP per Capita USD constant 935 38496.647 1208 5091.605 245 634.893
Government Spending per Capita USD constant 930 6932.08 1146 838.381 205 78.506
Financial Openness Index 824 0.876 1106 0.489 239 0.4
Government Expenditure to GDP Percentage 847 38 977 25.62 195 18.321
Expenditure on Public Administrative to GDP Percentage 842 6.306 871 7.659 172 5.982
Expenditure on Defense to GDP Percentage 803 1.939 820 1.852 164 1.93
Expenditure on Order to GDP Percentage 841 1.577 886 1.896 158 1.302
Expenditure on Economics to GDP Percentage 842 4.224 892 4.144 180 3.78
Expenditure on Environment to GDP Percentage 728 .631 647 0.368 119 0.093
Expenditure on Housing to GDP Percentage 840 0.733 881 0.753 163 0.557
Expenditure on Health to GDP Percentage 841 4.977 897 1.976 181 1.133
Expenditure on Culture to GDP Percentage 825 0.953 826 0.507 145 0.166
Expenditure on Education to GDP Percentage 842 4.547 890 3.45 181 2.645
Expenditure on Social Protection to GDP Percentage 842 12.188 843 3.97 168 0.919
Old-Age Dependency Ratio, ln Logarithm 935 2.784 1189 2.347 245 1.819
GDP per Capita, ln Logarithm 935 10.436 1208 8.329 245 6.383
Government Spending per Capita, ln Logarithm 930 8.683 1146 6.405 205 4.242
Trade to GDP, ln Logarithm 930 4.546 1181 4.317 222 3.82
Control of Corruption, ln Logarithm 826 4.418 1043 3.576 209 2.623
Democracy Dummy Variable 935 0.857 1208 0.684 245 0.392
Growth Rate of GDP per Capita (4 years), ln Logarithm 624 1.989 873 2.513 159 2.537
Government Debt to GDP, ln Logarithm 262 3.495 454 3.727 43 3.978

Source: The author, data from GFS and the World Bank.