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Question: How often have you encountered the following types of mathematics tasks during your time at school? - Coding/programming computers
Choices: "Frequently" "Sometimes" "Rarely" "Never"
Data: % of "Rarely" "Never"
Period:
Area:
80 countries/ areas
Highlight:
1 Germany83.7%
2 Singapore80.4%
3 Estonia79.6%
4 Spain79.5%
5 Belgium78.7%
6 Czech Republic76.9%
7 Latvia76.5%
8 Costa Rica76.0%
9 Austria75.3%
10 Ireland75.2%
11 Italy75.1%
12 Portugal74.9%
13 Netherlands74.2%
14 United States73.6%
15 Australia73.3%
16 Hungary73.2%
16 Taiwan73.2%
18 United Kingdom73.1%
19 New Zealand73.0%
20 Malta72.9%
21 Chile72.8%
22 Canada72.4%
23 Lithuania71.8%
24 Brunei Darussalam71.6%
25 Iceland71.5%
26 Israel71.3%
27 Switzerland71.2%
28 Sweden70.3%
29 Uruguay70.1%
30 Poland70.0%
31 Republic of Korea69.9%
32 Japan69.6%
33 Denmark69.4%
34 Mongolia68.9%
35 Hong Kong, China68.8%
36 Slovenia67.1%
37 Peru66.7%
38 Argentina66.5%
39 Mexico65.6%
40 Colombia65.3%
41 Jamaica65.1%
42 Panama65.0%
42 Paraguay65.0%
44 Greece64.8%
45 Turkiye64.3%
46 Romania62.8%
47 Guatemala62.1%
48 Slovakia61.9%
49 Cambodia61.6%
50 Croatia59.3%
51 Malaysia 58.7%
52 Brazil58.2%
53 Ukraine57.6%
54 Finland57.5%
54 Viet Nam57.5%
56 Dominican Republic55.4%
57 Georgia55.1%
58 Montenegro55.0%
59 Morocco53.2%
59 Norway53.2%
61 Bulgaria53.1%
62 El Salvador53.0%
62 Serbia53.0%
64 Qatar52.6%
65 Moldova51.4%
66 Indonesia51.3%
67 France50.2%
67 United Arab Emirates50.2%
69 Macao, China48.8%
70 Kosovo48.0%
71 North Macedonia46.4%
72 Azerbaijan46.1%
73 Jordan44.7%
74 Thailand42.9%
75 Kazakhstan42.7%
76 Albania41.6%
76 Palestinian Territory41.6%
78 Philippines41.0%
79 Saudi Arabia40.4%
80 Uzbekistan35.3%

Note
The data of Azerbaijan are collected only in Baku. The data of Ukraine are collected from 18 out of 27 regions.

No data for 158 countries.

Source
OECD PISA 2022

Correlations with major national performance indices
Life satisfaction (10 steps)
No. of data77
Regression equation
Y = 2.889237 X +4.415
Correlation coefficient (r)0.458
Coefficient of determination (R2)0.210

GDP per capita (current US$)
No. of data80
Regression equation
Y = 98521.228015 X -31821.646
Correlation coefficient (r)0.443
Coefficient of determination (R2)0.196

Life expectancy at birth - Both sexes (years)
No. of data79
Regression equation
Y = 16.776013 X +67.019
Correlation coefficient (r)0.439
Coefficient of determination (R2)0.193

Fertility rate, total (births per woman)
No. of data79
Regression equation
Y = -2.161825 X +3.093
Correlation coefficient (r)-0.480
Coefficient of determination (R2)0.230

Suicide, age-standardized (per 100 000 population)
No. of data75
Regression equation
Y = 9.702860 X +2.516
Correlation coefficient (r)0.244
Coefficient of determination (R2)0.060