A group of academics have predicted that the British Olympic team will bring home 44 medals from Beijing.
How many factors actually influence a country's medal haul?
This figure is not based on how many medals Britain won last year or even the physical prowess of our athletes this time around.
It is based on an evaluation of influences that effect Britain as a country and how these can be used to indicate the nation's potential to succeed.
The Sports Economics Research Group, based in Madrid, has produced new research aimed at increasing understanding of the factors that drive countries' performances.
Based on data from the 1992, 1996, 2000 and 2004 Games, they take into account:
• a country's GDP (bigger economies win more medals)
• a country's population (not so important)
• a country's public spending on recreation in the four years up to the Games (significant; but with a lot of extra spending needed for each extra medal)
• whether a country had been a member of the Soviet bloc (ex-communist countries are still over-performing)
• which country is host (worth about 20 medals)
• whether a country had been a previous host
• which country will be the next host
• how many medals a country had won at the last Games (momentum is important)
Model origins
Work by two American academics, Andrew Bernard and Meghan Busse, published in 2000 and 2004, sought to pinpoint the key factors that generate medal totals.
Governments could indeed boost national performance with a bigger budget
Examining data from Games between 1960 and 1996, they found that the size of a country's economy (its GDP) was the single most important predictor of how many medals it achieved.
Other factors were the host effect (a country holding the event over-achieved relative to GDP) and whether the country was or had been a member of the communist bloc (communist countries considerably over-achieved).
The model proved remarkably successful in predicting the final table at Sydney in 2000.
Throwing money
The Spanish Sports Economics Group aimed to make the research more relevant to policy makers by taking into account the amount of money spent on sport in each country.
From 1990, there was data available from UN sources on total government spending on "recreation". This was taken as a proxy for spending on sport (although it includes other activities as well) and found that governments could indeed boost national performance with a bigger budget.
They also tested for the effect of being the next host or a previous host. Countries due to hold the Games the next time showed significantly elevated performance at the current Games, but the benefits from having been a previous host nation faded quickly.
Medals per million
The table below takes one of the factors already mentioned, GDP, and uses it to illustrate how each country that went home with one medal or more in the 2004 Games, actually performed in terms of medals per US$ million million of its gross domestic product.
Out of the 25 leading countries in the medal table, of particular note are good performances from Australia, the communist and ex-communist countries and the hosts, Greece.
Country
Medals won in 2004 Games
GDP ($US million million)
Medals per $US million million GDP
Zimbabwe
3
0.002
1,500.00
Trinidad and Tobago
1
0.0024
416.67
Eritrea
1
0.0036
277.78
Jamaica
5
0.02
250.00
Bahamas
2
0.008
250.00
Georgia
4
0.02
200.00
Belarus
15
0.1
150.00
Bulgaria
12
0.09
133.33
N. Korea
5
0.04
125.00
Mongolia
1
0.0084
119.05
Ethiopa
7
0.06
116.67
Kenya
7
0.06
116.67
Syria
1
0.0087
114.94
Latvia
4
0.04
100.00
Estonia
3
0.03
100.00
Hungary
17
0.19
89.47
Uzbekistan
5
0.06
83.33
Azerbaijan
5
0.06
83.33
Slovenia
4
0.05
80.00
Romania
19
0.25
76.00
Ukraine
23
0.32
71.88
Croatia
5
0.07
71.43
Australia
49
0.76
64.47
Slovakia
6
0.11
54.55
Cuba
27
0.51
52.94
Greece
16
0.32
50.00
Lithuania
3
0.06
50.00
Kazakhstan
8
0.17
47.06
NZ
5
0.11
45.45
Russia
92
2.09
44.02
Denmark
8
0.2
40.00
Paraguay
1
0.027
37.04
Netherlands
22
0.64
34.38
Czech Rep
8
0.25
32.00
S. Korea
30
1.2
25.00
Cameroon
1
0.04
25.00
Norway
6
0.25
24.00
Morocco
3
0.13
23.08
Serbia
2
0.09
22.22
Austria
7
0.32
21.88
Sweden
7
0.33
21.21
Italy
32
1.79
17.88
Germany
48
2.81
17.08
Switzerland
5
0.3
16.67
Dominican Rep
1
0.06
16.67
Poland
10
0.62
16.13
France
33
2.05
16.10
Thailand
8
0.52
15.38
Spain
19
1.35
14.07
GB
30
2.14
14.02
Chile
3
0.23
13.04
Portugal
3
0.23
13.04
SA
6
0.47
12.77
Argentina
6
0.52
11.54
Turkey
10
0.89
11.24
Egypt
5
0.45
11.11
Israel
2
0.19
10.53
Finland
2
0.19
10.53
Canada
12
1.27
9.45
China
63
6.99
9.01
Japan
37
4.29
8.62
Iran
6
0.75
8.00
Belgium
3
0.38
7.89
USA
103
13.84
7.44
Taiwan
5
0.7
7.14
Nigeria
2
0.29
6.90
Venezuela
2
0.33
6.06
UAE
1
0.17
5.88
Brazil
10
1.84
5.43
Ireland
1
0.19
5.26
Indonesia
4
0.84
4.76
HK
1
0.3
3.33
Colombia
1
0.32
3.13
Mexico
4
1.35
2.96
India
1
2.81
0.36
GDP figures are the most recent available (2007), source: CIA Factobook. Only countries awarded one or more medals at the 2004 Games have been included.
The Sports Economics Research Group team for this project comprises: Ramón Flores (Universidad Carlos III), David Forrest (University of Salford), Ismael Sanz (Universidad Complutense de Madrid) and Juan de Dios Tena (Universidad Carlos III).
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