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. 2023 Mar 8;20(6):4790. doi: 10.3390/ijerph20064790

Table 7.

Grey correlation between three types of public expenditure on family benefits and the total fertility rate in OECD countries.

Type Country Cash Benefits Expenditure Family Services and In-Kind Expenditure Tax Incentive Expenditure
Highest correlation with cash expenditure United Kingdom 0.9018 0.8463 0.5814
Netherlands 0.8973 0.8171 0.5438
Estonia 0.8678 0.7949 0.7840
Spain 0.8641 0.8306 0.8257
Slovak Republic 0.8490 0.7594 0.6061
Poland 0.8440 0.6900 0.5156
Czech Republic 0.8162 0.7894 0.6438
Belgium 0.7906 0.5659 0.7179
Luxembourg 0.7421 0.7318 ——
Germany 0.7378 0.6951 0.7212
France 0.6881 0.5535 0.5166
Greece 0.6278 0.6238 ——
Highest correlation between services and in-kind expenditure Canada 0.7523 0.9082 0.6050
Japan 0.6423 0.9085 0.7811
Australia 0.5766 0.7158 ——
Hungary 0.5522 0.7755 0.6910
Slovenia 0.5467 0.5642 ——
United States 0.4501 0.7550 0.5880
Highest relevance of tax benefits Ireland 0.7119 0.5586 0.9592
Portugal 0.6776 0.6726 0.8643
Korea 0.5874 0.5865 0.9560

Note: “—” represents the absence of this type of public expenditure in this country.