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Share of rents from national resources in national income and student performance
                                                                                                                                                                                                                                PISA performance in mathematics (score points)

                                                                                                                                                                                                                                                            650


                                                Average: 6.02%
               Shanghai-China

                                                                                                                                                                                                                                                            600



 Singapore
                 Hong Kong-China
                 Korea
                                                                                                                                                                                                                                                            550
                   Finland
 Liechtenstein
 Switzerland
 Japan             Netherlands Canada
 Macao-China
                        New Zealand       Australia
 Belgium    Germany
   Estonia
 Iceland                                                                        Norway
                      Denmark
 Slovenia
 Austria    Slovak Republic
            France                                                                                                                                                                                                                                          500
 Hungary        SwedenPoland
                           United Kingdom
 Luxembourg    Czech Republic
 Ireland      United States
 Portugal        Latvia
 SpainItaly
   Armenia         Lithuania                                                                                    Russian Federation

 Greece
 Malta              Croatia
                                                                                                                                                                                                                    Average: 450 score points
        Israel
             Turkey
              Serbia            Ukraine
                                                                                                                                                                                                                                                            450
  Cyprus
                       Bosnia and Herzegovina                                                                                                                                                                              Azerbaijan
 Lebanon       Bulgaria                                                                       Chile             United Arab Emirates
   Uruguay                                   Mexico
                                                                                                                                                                                       Trinidad and Tobago
 Mauritius        Romania
                                Thailand                                                                                                             Kazakhstan
                                                                        Malaysia
                  Costa Rica                                                                                                                                      Iran, Islamic Rep.
                 Montenegro                                                                                                      Bahrain
                 Moldova                 Argentina
                                                                                                                                                                                                                                                            400
                                                                                                                                           Algeria
                     Jordan     Brazil
                                               Colombia      Egypt, Arab Rep.            Syrian Arab Republic                                                                                                Oman
 Georgia                                                                                                                                                     Qatar
                   Albania
                              Tunisia Indonesia             Peru
               Panama Botswana

                                                                                                                                                                                                                                        Saudi Arabia
                                                                                                                                                                                                                                                            350
                  El Salvador

                 Kyrgyzstan
                                                          Ghana




                                                                                                                                                                                                                                                            300
           0                             5                    10                           15                      20                      25                           30                   35              40                 45                     50

                                                                                                                            Total natural resources rents (% of GDP)
Note: Data for countries marked in red have been substituted by student performance in the TIMSS 2007 assessment of 8th grade mathematics.
The correlation between the PISA mathematics score and the TIMSS 2007 Grade 8 mathematics score across 28 countries that participated both PISA and TIMSS is 0.90
The linear transformation of data from TIMSS was based on the formula: PISA estimate = 0.8221 * TIMSS score + 65.77
The correlation between the share of national resource rents in GDP and performance on PISA is -0.433 and statistically significant at the 99.9% confidence level
The correlation remains statistically significant at the 99.7% confidence level even after accounting for differernces in national income.
The relationship also holds when excluding countries in which more than 10% of GDP is accounted for by national resource rents.

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OECD’s PISA Study - Share of Rents from National Resources in National Income

  • 1. Share of rents from national resources in national income and student performance PISA performance in mathematics (score points) 650 Average: 6.02% Shanghai-China 600 Singapore Hong Kong-China Korea 550 Finland Liechtenstein Switzerland Japan Netherlands Canada Macao-China New Zealand Australia Belgium Germany Estonia Iceland Norway Denmark Slovenia Austria Slovak Republic France 500 Hungary SwedenPoland United Kingdom Luxembourg Czech Republic Ireland United States Portugal Latvia SpainItaly Armenia Lithuania Russian Federation Greece Malta Croatia Average: 450 score points Israel Turkey Serbia Ukraine 450 Cyprus Bosnia and Herzegovina Azerbaijan Lebanon Bulgaria Chile United Arab Emirates Uruguay Mexico Trinidad and Tobago Mauritius Romania Thailand Kazakhstan Malaysia Costa Rica Iran, Islamic Rep. Montenegro Bahrain Moldova Argentina 400 Algeria Jordan Brazil Colombia Egypt, Arab Rep. Syrian Arab Republic Oman Georgia Qatar Albania Tunisia Indonesia Peru Panama Botswana Saudi Arabia 350 El Salvador Kyrgyzstan Ghana 300 0 5 10 15 20 25 30 35 40 45 50 Total natural resources rents (% of GDP) Note: Data for countries marked in red have been substituted by student performance in the TIMSS 2007 assessment of 8th grade mathematics. The correlation between the PISA mathematics score and the TIMSS 2007 Grade 8 mathematics score across 28 countries that participated both PISA and TIMSS is 0.90 The linear transformation of data from TIMSS was based on the formula: PISA estimate = 0.8221 * TIMSS score + 65.77 The correlation between the share of national resource rents in GDP and performance on PISA is -0.433 and statistically significant at the 99.9% confidence level The correlation remains statistically significant at the 99.7% confidence level even after accounting for differernces in national income. The relationship also holds when excluding countries in which more than 10% of GDP is accounted for by national resource rents.