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LEAGUE TABLE:  The Child Risk Measure

This child risk measure is a new, and admittedly unfinished, idea, sparked by some of the issues presented in the essay on the birth of the world's 6 billionth child. The measure's merits and failings were scrutinized and debated during its preparation. It does not, for instance, incorporate a number of important risks that children face in industrialized countries — such as latchkey loneliness or alienation — because indicators do not exist for them. But despite its weaknesses, UNICEF puts this measure forward in order to launch an idea and a discussion. The world could well benefit from an improved approach to measuring children's welfare, one that reflects new knowledge about how children develop and that captures some of the most important new hazards children face. This attempt is offered as a step in that direction.

Measuring children's risks

For all children, entering this world entails risks, with the chance of full and healthful development dependent on a range of factors and sometimes, it seems, fate. The child risk measure (CRM) at right is an attempt to capture in numbers some of the risks a child faces until the age of 18. In this index, higher numbers represent greater risk. Using this gauge, a child faces the highest risk, an average of 61, in sub-Saharan Africa. A child in Europe faces the lowest, at 6.

The CRM, still a work in progress, was designed as a composite of five factors which have great impact on a child's well-being. The three developmental factors are under-five mortality, moderate or severe underweight and primary schooling. The other two are the likelihood of risk from armed conflict and from HIV/AIDS, increasingly important influences on a child's rights and well-being.

Conflict affects children of all ages directly, putting them in immediate danger, and indirectly, by depriving them of health care, education or even food. Where adult HIV/AIDS prevalence rates are high, children are at risk not just of acquiring the infection from their mothers, but also of suffering the loss of one or both parents, depriving that child of protection and support.

A number of factors that adversely affect adolescent development, such as child labour, sexual exploitation and lack of family support, do not form a part of this composite. This is due to a lack of data in many countries on these issues.

Copyright© UNICEF Copyright© UNICEF Copyright© UNICEF
SUB-SAHARAN AFRICA MIDDLE EAST AND
NORTH AFRICA
CENTRAL ASIA
Angola
96
Sudan
59
Afghanistan
94
Sierra Leone
95
Yemen
49
Regional average
41
Somalia
92
Iraq
39
Georgia
27
Ethiopia
85
Algeria
26
Azerbaijan
24
Guinea-Bissau
80
Regional average
24
Uzbekistan
23
Niger
80
Kuwait
24
Turkmenistan
21
Congo, Dem. Rep.
76
Saudi Arabia
24
Kyrgyzstan
13
Burundi
74
Egypt
21
Kazakhstan
12
Eritrea
74
Morocco
21
Armenia
No data
Liberia
74
Lebanon
18
Tajikstan
No data
Rwanda
70
Iran
17
Guinea
69
Oman
17
Chad
67
U. Arab Emirates
16
Mali
64
Turkey
15
Mozambique
63
Syria
13
Central African Rep.
62
Jordan
11
Regional average
61
Tunisia
8
Burkina Faso
60
Libya
6
Nigeria
59
Israel
No data
Zambia
58
Uganda
57
Malawi
55
Tanzania
53
Congo
51
Côte d'Ivoire
51
Madagascar
49
Zimbabwe
48
Cameroon
47
Kenya
46
Lesotho
46
Togo
46
Benin
45
Mauritania
45
Botswana
42
Namibia
42
Senegal
38
Ghana
36
Gambia
35
Gabon
32
South Africa
25
Mauritius
11

 

Copyright© UNICEF Copyright© UNICEF Copyright© UNICEF
EAST/SOUTH ASIA
AND PACIFIC
AMERICAS EUROPE
Cambodia
60
Haiti
47
Yugoslavia
29
Papua New Guinea
55
Guatemala
33
Albania
17
Korea, Dem.
50
El Salvador
22
Belarus
11
Pakistan
49
Nicaragua
22
Russian Fed.
11
Bangladesh
47
Bolivia
21
TFYR Macedonia*
11
Bhutan
46
Peru
19
Croatia
10
India
45
Honduras
18
Estonia
10
Myanmar
44
Colombia
16
Czech Rep.
8
Nepal
44
Dominican Rep.
16
Latvia
8
Lao PDR
42
Venezuela
16
Bulgaria
7
Sri Lanka
39
Ecuador
13
Regional average
6
Indonesia
34
Mexico
11
Greece
6
Regional average
31
Regional average
10
Romania
6
Viet Nam
31
Trinidad/Tobago
10
Austria
<5
Mongolia
25
Panama
9
Belgium
<5
Philippines
31
Brazil
8
Denmark
<5
Thailand
22
Chile
8
Finland
<5
Malaysia
14
Jamaica
8
France
<5
China
13
Paraguay
8
Germany
<5
Korea, Rep.
5
Cuba
6
Hungary
<5
Australia
<5
Uruguay
6
Ireland
<5
Japan
<5
Argentina
5
Italy
<5
New Zealand
<5
Canada
<5
Netherlands
<5
Singapore
<5
Costa Rica
<5
Norway
<5
United States
<5
Poland
<5
Portugal
<5
Slovenia
<5
Spain
<5
Sweden
<5
Switzerland
<5
United Kingdom
<5
Bosnia/Herzegovina
No data
Lithuania
No data
Moldova, Rep.
No data
Slovakia
No data
Ukraine
No data
Note: < = less than.
* The former Yugoslav Republic of Macedonia, subsequently referred to as TFYR Macedonia.
Source: UNICEF.

The child risk measure
The child risk measure is based on the following five indicators:

  • U5MR - under-five mortality rate in 1997;
  • UNDWT - per cent of children moderately or severely underweight (period 1987-98);
  • NAPSCH - per cent of primary school age children not attending school (period 1987-97);
  • CONFLICT - security rating derived for 1998 from UNICEF Security Advisory;
  • HIVAIDS - HIV/AIDS prevalence rate for 15- to 49-year-olds, in 1997.
Indicators are transformed to a 0 to 100 scale before calculation of the CRM according to the following equation:

CRM = (U5MR + UNDWT + NAPSCH)/3 + CONFLICT/4 + HIVAIDS/4

The CRM is limited by availability of data. But it is also affected by the quality and timeliness of data. Taking the Congo as an example, its U5MR is a projection based on 1974 census data. If its current under-five mortality were in actuality the same as its neighbour, the Democratic Republic of the Congo, its CRM would change from 51 to 65.

The measure's composition is an important — and perhaps controversial — factor. If, for example, child mortality had been given twice the weight of the other two development indicators, the largest changes in the CRM would be found in the Democratic People's Republic of Korea (from 50 to 36), Sierra Leone (95 to 103) and Sri Lanka (39 to 31). All other countries would change by 6 points or less, with most countries changing by only 1 point or less.

Differences of 5 points or less between countries' risk measures are not considered significant. For this reason, countries with CRM values of less than 5 have been noted as '<5' in the league table.

Child mortality, underweight and primary schooling indicators, measured in the recent past, are strongly related to their values now and in the near future, provided that violent upheavals - such as armed conflict and the AIDS epidemic — do not occur. With the inclusion of the last two factors, the CRM more fully reflects child risk both now and over the next few years.

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