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Brazil: Metrics
1
Metrics
• Why not look at the multiple indices that are
available?
– May not be telecom connectivity alone, but is that what
we are really interested in?
– If not, focusing on the Indices, at least look at the hard
connectivity data that feeds into the indices?
– Can use deciles to reduce the unjustified errors introduced
by rankings
– Illustrative tables from Haymar Win Tun (National U of
Singapore LKY School) PAE draft
• Colors to show that countries not always assessed the same in the
indices
2
E-readiness Index (EIA)
Lowest
2.97<x<3.
85
2nd Decile 3rd Decile 4th Decile
3.85<x<4. 4.33<x<4.9 4.98<x<5.3
33
8
9
Azerbaijan Ukraine
China
5th Decile 6th Decile
5.39<x<6.
03
6.03<x<6.72
7th Decile 8th Decile 9th Decile
6.72<x<7, 7.70<x<7. 7.92<x<8.3
70
92
3
Thailand
Brazil
Hungary
Portugal
United Arab
Emirates
Italy
Greece
Israel
Kazakhsta
n
Sri Lanka
Egypt
Romania
South
Afica
Iran
Nigeria
Venezuela
Bulgaria
Mexico
Algeria
Ecuador
Trinidad &
Philippines Tobago
Poland
Pakistan
Russia
Peru
Argentina
Indonesia
India
Colombia
Saudi
Arabia
Vietnam
Jordan
Belgium
Bermuda
South
Korea
Highest
Decile
≥8.33
Austria
Hong Kong
United
Kingdom
Canada
Switzerland Singapore
Spain
Ireland
Malaysia
Lithuania
Czech
Republic
New
Zealand
Estonia
Germany
Finland
Jamaica
Latvia
Chile
Malta
Taiwan
Norway
Turkey
Slovakia
Slovenia
Japan
France
Netherlands
Australia
United States
Sweden
Denmark
3
Networked-Readiness Index (WEF)
Lowest
2nd Decile 3rd Decile 4th Decile 5th Decile
6th Decile
2.44<x<2.9 2.97<x<3.1 3.16<x<3.4 3.41<x<3.6
7
6
1
7
3.67<x<3.82 3.82<x<4.03
7th Decile
8th Decile 9th Decile
4.28<x<4.7
4.03<x<4.28
6
4.76<x<5.29
United
Puerto Rico
Qatar
Kingdom
Slovak
Republic
Portugal
Austria
Benin
Algeria
Venezuela
Guatemala
Bulgaria
Greece
Paraguay
Mauritania
Kenya
Indonesia
Poland
Costa Rica
Cameroon
Mozambiqu
e
Malawi
Côte
d'Ivoire
Pakistan
Serbia
Vietnam
Kuwait
Jordan
Moldova
Philippines
Montenegro
Romania
Nicaragua
Madagascar
Burkina
Faso
Guyana
Morocco
Sri Lanka
Libya
Argentina
Zambia
Georgia
Bolivia
Armenia
Kyrgyz
Republic
Ghana
Peru
Kazakhstan
Russian
Federation
Dominican
Republic
Ethiopia
Ecuador
Tajikistan
Bangladesh
Suriname
Albania
Bosnia and
Nigeria
Gambia,
The
Burundi
Lesotho
Herzegovin
a
Namibia
Zimbabwe
TimorLeste
Tanzania
Mali
Mongolia
Cambodia
Nepal
Uganda
Syria
Highest Decile
x≥5.29
Denmark
Sweden
Japan
United States
Italy
Slovenia
Czech
Republic
Estonia
Singapore
Brazil
China
Cyprus
France
Switzerland
Azerbaijan
Thailand
Spain
Germany
Finland
Turkey
Latvia
Lithuania
Luxembourg
Iceland
Croatia
Barbados
New Zealand
Norway
Egypt
Ukraine
Brunei
Darussalam
Oman
Bahrain
Ireland
Netherlands
Botswana
Colombia
Mauritius
Tunisia
Belgium
Canada
El Salvador
Macedonia,
FYR
Uruguay
South Africa
Israel
Korea, Rep.
Panama
Jamaica
Chile
Saudi
Arabia
Hong Kong SAR
Senegal
Trinidad and
Mexico
India
Hungary
Malta
United Arab
Emirates
Taiwan, China
4
ICT Development Index (ITU)
Lowest
0.79<x<1.3
1
2nd Decile 3rd Decile 4th Decile
1.31<x<1.5 1.56<x<2.2
6
1
2.21<x<2.7
5th Decile
8th Decile
2.7<x<3.22
6th Decile 7th Decile
3.22<x<3.6
5
3.65<x<4.48
Uganda
Pakistan
Nicaragua
Morocco
Azerbaijan
Kuwait
Malawi
Yemen
Gabon
Cuba
Lebanon
Seychelles
Mali
Zimbabwe
Namibia
Kyrgyzstan
Albania
Rwanda
Senegal
Swaziland
Algeria
Ghana
Tanzania
Congo
Congo
(Dem. Rep.) Lesotho
Papua New
Guinea
Comoros
Côte
Eritrea
d'Ivoire
Mozambiqu
e
Zambia
Highest Decile
4.48<x<5.71
9th Decile
5.71<x<6.7
4
Argentina
Bahrain
Austria
Sweden
Hungary
France
United
States
Luxembourg
Jamaica
Uruguay
TFYR
Macedonia
Iran (I.R.)
Maldives
Saudi Arabia
Ireland
Denmark
Bolivia
Tunisia
Kazakhstan Serbia
Canada
Netherlands
India
Cape Verde
Viet Nam
Costa Rica
Chile
Croatia
Czech
Republic
Slovak
Republic
Estonia
Iceland
Lao P.D.R
Salvador
Ecuador
Oman
Belarus
Cyprus
Switzerland
Myanmar
Guatemala
Mauritius
Malaysia
Poland
Cambodia
Sri Lanka
Armenia
Dominican
Rep.
Belgium
Macao,
China
Moldova
Turkey
Spain
Philippines
Jordon
Latvia
Brunei
Darussalam
Bulgaria
Israel
Norway
United
Kingdom
Hong
Kong,China
Italy
United
Arab
Emirates
Finland
Greece
Malta
Singapore
Australia
Portugal
New Zealand
Lithuania
Ethiopia
Burkina
Faso
GuineaBissau
Bangladesh Kenya
Honduras
Cameroon
Nigeria
Peru
Angola
Bhutan
Indonesia
Fiji
Turkmenista
n
South Africa
Ukraine
Trinidad &
Tobago
Thailand
Brazil
Romania
Guinea
Togo
Gambia
Botswana
Syria
Mexico
Venezuela
Niger
Chad
Benin
Nepal
Dijibouti
Mauritania
Uzbekistan
Tajikistan
Paraguay
Mongolia
Libya
China
Haiti
Madagasca
Sudan
Egypt
Georgia
Panama
Colombia
Bosnia and
Herzegovina
Qatar
St. Vincent and
the Grenadines
Montenegro
Russia
Slovenia
x≥6.74
Korea (Rep.)
Japan
Germany
5
Vietnam & Sri Lanka compared on heaviest
weighted subcomponents of IDI
02
Mobile broadband /100
(weight 15.3%)
07
07:02
ratio
-
-
1.9
20.5
Fixed broadband/100 (wt
11.8%)
-
1.5
International bandwidth
/Internet user (wt 10.6%)
95.0
704.0
Internet users/100 (wt
12.8%)
10.8
7.4
02
07
07:02
ratio
-
0.8
1.0
4.0
-
0.3
463.0
3,072.0
4.0
6.6
6
Knowledge Economy Index (World Bank)
Lowest
0.96<x<1.7
6
2nd Decile
3rd Decile
4th Decile
5th Decile
6th Decile
7th Decile
8th Decile
9th Decile
Highest Decile
1.76<x<2.36
2.36<x<3.37
3.37<x<4.18
4.18<x<4.93
5.57<x<6.73
6.73<x<7.80
7.80<x<8.87
x≥8.87
Nepal
Burkina
Faso
Pakistan
Cape Verde
Sri Lanka
Jamaica
4.93<x<5.57
Russian
Federation
Uruguay
Italy
Belgium
Denmark
Zimbabwe
Indonesia
Colombia
Turkey
Romania
Lithuania
Madagascar
Uzbekistan
Lebanon
Jordan
Malaysia
Latvia
Luxembourg
Taiwan,
China
Sweden
Cameroon
Philippines
Egypt, Arab
Rep.
Malawi
Cote
d'Ivoire
Mozambiqu
e
Yemen, Rep.
Algeria
El Salvador
Peru
Thailand
Bahrain
Portugal
Singapore
Netherlands
Tanzania
Tajikistan
Paraguay
Mauritius
Costa Rica
Malta
Japan
Norway
Zambia
Albania
South Africa
Ukraine
Mali
Ecuador
Guyana
Oman
Kuwait
Cyprus
Slovak
Republic
Estonia
Cambodia
Honduras
Syrian Arab
Republic
Mongolia
Bosnia and
Herzegovina
Bangladesh
Lesotho
India
China
Mexico
Serbia
Poland
Djibouti
Benin
Guatemala
Botswana
Dominican
Republic
France
Hong Kong,
China
Canada
United
Kingdom
Tunisia
Saudi Arabia
Brazil
Greece
Spain
United States
Myanmar
Angola
Nicaragua
Cuba
Georgia
Dominica
Aruba
Slovenia
Switzerland
Ethiopia
Lao PDR
Swaziland
Azerbaijan
Iran, Islamic
Rep.
Kyrgyz Rep.
Panama
Croatia
Israel
Australia
Eritrea
Nigeria
Kenya
Morocco
Namibia
Moldova
Armenia
Trinidad and
Tobago
Barbados
Germany
Rwanda
Sudan
New Zealand
Senegal
Vietnam
Fiji
Kazakhstan
Macedonia, FYR Chile
Hungary
Czech
Republic
Guinea
Ghana
Bolivia
Venezuela, RB
Belarus
Argentina
Korea, Rep.
Sierra Leone
Mauritania
Uganda
Bulgaria
Qatar
United Arab
Emirates
Finland
Ireland
Iceland
Austria
7
Total cost of mobile ownership in 77 emerging economies
8
9
Questions
• Brazil is in 7th highest decile in the comprehensive indices
and 5th highest in the less comprehensive ones
– What is the realistic target for Brazil?
– Composite index like “poll of polls”?
– Drill into data supporting index, and analyze?
• Why is Brazil offering the same mobile voice basket that
S Asia offers for less than USD 5 for USD 28?
• Also the disproportionately high (USD 225/mo) mobile
broadband basket TCO?
10