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Human Development Index (HDI) Rank-Order Variability

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Abstract

In accordance with the increasing demand for information, indices are created and national and global rankings made to represent and through which to understand and build policy related to complex situations, processes and trajectories. Different indices for a single concept are also created that have advantages or disadvantages over one another or to overcome certain calculation problems. As one such, the Human Development Index (HDI) presently lists countries according to four different criteria, and remains at the heart of democratic and humanitarian recovery efforts. This type of indicator is taken as a function of past performances, with high performances being the extreme values at positively skewed distributions. Thus, the variability of each unit’s repeated measures is regarded as the result of efforts made between the measurement time points (in the HDI case, of a country to promote development). However, it is assumed that the variability of the units is not homogenous. Here, it is shown that in the HDI case, high performance units show relatively low variability, whereas the middle and middle-low performance units show a high variability. Cluster analysis and Friedman test have been used to determine the characteristics of ordered country rankings. The variability of rank-order should also be taken into account besides the location on the list by clustering the countries according to HDI.

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Corresponding author

Correspondence to Ahmet M. Çilingirtürk.

Appendices

Appendix 1

Country

2010

2011

2012

2013

2014

MAD

5-Yearly rank change

Norway

1

1

1

1

1

0

0

Australia

2

2

2

2

2

0

0

Switzerland

3

3.5

3

3

3

0.1

0

United States

4

5

5

5

8

0.8

4

Netherlands

5

3.5

4

4

5

0.5

0

Germany

5

6

6

6

6.5

0.3

1.5

New Zealand

7

7

7

7

9.5

0.5

2.5

Ireland

8

8.5

8.5

11

6.5

1

−1.5

Denmark

9

10

10

10

4

1.4

−5

Canada

10

8.5

8.5

8

9.5

0.6

−0.5

Sweden

11.5

11.5

12

12

14.5

0.7

3

United Kingdom

11.5

13

14

14

14.5

0.8

3

Singapore

13

11.5

11

9

11

0.9

−2

Iceland

14

14

13

13

16

0.8

2

Japan

15

15.5

17

17

20

1.3

5

Hong Kong

17

17.5

15

15.5

12

1.5

−5

Liechtenstein

17

15.5

17

18

13

1.3

−4

Korea, Republic of

17

17.5

17

15.5

17

0.4

0

Israel

19.5

19

19

19

18

0.3

−1.5

Luxembourg

19.5

21

22

22

19

1.1

−0.5

France

21

20

20

20

22

0.6

1

Belgium

23

22

22

22

21

0.4

−2

Austria

23

23.5

22

22

23

0.5

0

Finland

23

23.5

24

24

24

0.3

1

Slovenia

25

25

25

25

25

0

0

Italy

26

26

26

26

27

0.2

1

Spain

27

27

27

27

26

0.2

−1

Czech Republic

28

28

28

28

28

0

0

Greece

29

29

29

29

29

0

0

Cyprus

30

30

32

32

32.5

0.9

2.5

Qatar

31

32

31

31

32.5

0.5

1.5

Brunei Darussalam

32

31

30

30

31

0.6

−1

Andorra

33

34

37

37.5

34

1.5

1

Estonia

34

33

33

33

30

0.8

−4

Lithuania

35

36

36

35.5

37.5

0.6

2.5

Poland

36.5

35

34.5

35.5

36

0.6

−0.5

Slovakia

36.5

37

38

37.5

35

0.8

−1.5

United Arab Emirates

38.5

39

40

40

41

0.7

2.5

Cuba

38.5

41.5

45

44.5

67.5

6.5

29

Malta

40

40

39

39

37.5

0.7

−2.5

Hungary

41

43

43

43

44

0.6

3

Portugal

42

41.5

41

41.5

43

0.5

1

Saudi Arabia

43

38

34.5

34

39

2.7

−4

Bahrain

44

45.5

45

44.5

45

0.4

1

Latvia

45

48.5

48

48

46

1.1

1

Chile

46

44

42

41.5

42

1.3

−4

Kuwait

47

47

45

46

48

0.8

1

Croatia

48

45.5

47

47

47

0.5

−1

Argentina

49.5

48.5

49

49

40

2

−9.5

Libya

49.5

68

50

55

94.5

12.6

45

Bahamas

51

50

51

51.5

55

1.1

4

Montenegro

52

51

52.5

51.5

49

0.9

−3

Oman

53

55

56

56

53

1.2

0

Uruguay

54

53

52.5

50

53

0.9

−1

Belarus

55

52

54

53

50.5

1.3

−4.5

Romania

55

54

55

54

53

0.6

−2

Barbados

55

56

58.5

59

57

1.3

2

Antigua and Barbuda

58

59

60.5

61

58

1.1

0

Russian Federation

59.5

57

57

57

50.5

1.8

−9

Bulgaria

59.5

58

58.5

58

59

0.5

−0.5

Palau

61

60

60.5

60

60.5

0.3

−0.5

Malaysia

62

61

62

62

62

0.2

0

Trinidad and Tobago

63

62.5

64

64

64.5

0.6

1.5

Seychelles

64

72

71

71.5

64.5

3

0.5

Lebanon

66

62.5

65

65.5

67.5

1.2

1.5

Venezuela

66

64

66

67

71

1.6

5

Panama

66

67

67.5

65.5

60.5

1.7

−5.5

Mauritius

68

65

63

63

63

1.4

−5

Costa Rica

69

66

67.5

68

69.5

1

0.5

Mexico

70

69.5

71

71.5

74

1.2

4

Kazakhstan

71.5

71

71

70

56

3.3

−15.5

Saint Kitts and Nevis

71.5

74

73.5

73.5

77

1.2

5.5

Grenada

73

73

78.5

80

79

2.6

6

Jordan

74

75.5

77

77.5

80

1.6

6

Azerbaijan

75.5

77

75.5

76

78

0.8

2.5

Serbia

75.5

75.5

78.5

77.5

66

2.9

−9.5

Brazil

77

78.5

80

80

75

1.6

−2

Turkey

78

69.5

69

69

72

2.4

−6

Sri Lanka

79

78.5

75.5

73.5

73

2.2

−6

Georgia

80

80

81

80

76

1

−4

Former Yugoslav Rep. of Macedonia

81

82.5

85

84.5

81.5

1.4

0.5

Ukraine

82.5

82.5

83

83

81.5

0.4

−1

Bosnia and Herzegovina

82.5

84

86

86

86

1.1

3.5

Iran, Islamic Republic of

84

81

73.5

75

69.5

4.4

−14.5

Peru

85

85

82

82

84

1.2

−1

Fiji

86

87

88

88

91

1.2

5

Armenia

87

86

87

87

86

0.4

−1

Saint Vincent and the Grenadines

89

93.5

91

91.5

97.5

2.2

8.5

Dominica

89

88.5

92

93.5

94.5

2.1

5.5

Saint Lucia

89

88.5

94.5

97

89

2.8

0

Thailand

91.5

91.5

89

89

93

1.3

1.5

Tunisia

91.5

91.5

90

90

96

1.5

4.5

Belize

93

90

84

84.5

101.5

5.2

8.5

Jamaica

94

95.5

94.5

96

99

1.3

5

Algeria

95

93.5

94.5

93.5

83

2.6

−12

Albania

96

95.5

97

95

86

2.4

−10

Colombia

97

97.5

98.5

98.5

97.5

0.5

0.5

China

99

97.5

94.5

91.5

91

2.8

−8

Ecuador

99

99

98.5

98.5

88

2.3

−11

Tonga

99

100

100

100.5

100

0.3

1

Suriname

101

101

101

100.5

103

0.5

2

Dominican Republic

102

102

102

102

101.5

0.1

−0.5

Maldives

103.5

103

103

104

104

0.4

0.5

Samoa

103.5

104.5

104.5

106

105

0.6

1.5

Turkmenistan

105

104.5

104.5

104

109

1.1

4

Egypt

106

107.5

109

110

108

1.1

2

Botswana

107

109.5

109

109

106

1.1

−1

Mongolia

109

106

106

104

91

4

−18

Palestine, State of

109

107.5

107

107

113

1.6

4

Indonesia

109

109.5

109

108

110.5

0.6

1.5

Paraguay

111

111

111.5

111

112

0.3

1

Gabon

112.5

112

111.5

112

110.5

0.5

−2

Syrian Arab Republic

112.5

113

114

118.5

134.5

5.5

22

Bolivia, Plurinational State of

114

114

113

113

119

1.4

5

El Salvador

115.5

115

115

115

117

0.5

1.5

Moldova, Republic of

115.5

116

116.5

114

107

2.3

−8.5

Philippines

117

118

118

117

115

0.8

−2

Uzbekistan

118

117

116.5

116

114

1

−4

South Africa

119.5

119

119

118.5

117

0.6

−2.5

Iraq

119.5

120

120

120

121

0.3

1.5

Viet Nam

121

121.5

122

121.5

117

1.1

−4

Micronesia, Federal States of

122

124

124

124

123

0.6

1

Guyana

123

121.5

122

121.5

124

0.8

1

Cape Verde

124

123

122

123

122

0.6

−2

Vanuatu

125

126.5

128

131

134.5

2.8

9.5

Kyrgyzstan

126

126.5

126

125.5

120

1.4

−6

Guatemala

127

125

125

125.5

128

1

1

Honduras

128

129

129.5

129.5

131

0.7

3

Namibia

129

128

127

127

126.5

0.7

−2.5

Timor-Leste

130

132

129.5

128

133

1.5

3

Nicaragua

131

131

132

132

125

1.6

−6

Morocco

132

130

131

129.5

126.5

1.4

−5.5

Kiribati

133

134

133

133.5

137

1

4

Tajikistan

134

133

134

133.5

129

1.2

−5

Cambodia

135

137

137

136.5

143.5

1.8

8.5

India

136

135

135

135

130

1.2

−6

Bhutan

137

136

136

136.5

132

1.1

−5

Congo

138

141.5

140

140

136

1.5

−2

Equatorial Guinea

139

140

141.5

144

138

1.7

−1

Ghana

140

138

138

138

140

0.8

0

Lao, People’s Democrat Republic of

141

139

139

139

141

0.8

0

Sao Tome and Principe

142

143

141.5

142.5

143.5

0.6

1.5

Bangladesh

143

141.5

143.5

142.5

142

0.6

−1

Zambia

144

144

143.5

141

139

1.6

−5

Nepal

145.5

145

145

145

145.5

0.2

0

Swaziland

145.5

147

148

148

150

1.1

4.5

Pakistan

147

146

146

146

147

0.4

0

Kenya

148

148

147

147

145.5

0.7

−2.5

Myanmar

149

150

150

150

148

0.6

−1

Angola

150

149

149

149

149

0.2

−1

Madagascar

151

154

155

155

154

1

3

Cameroon

152

151

152

152.5

153

0.5

1

Nigeria

153

153

153

152.5

152

0.3

−1

Solomon Islands

154

155

157

157.5

156.5

1.1

2.5

Yemen

155

152

154

154

160

1.8

5

Senegal

156

157.5

161

163

169

3.7

13

Papua New Guinea

157.5

156

156

157.5

158

0.7

0.5

Comoros

157.5

157.5

158

159.5

159

0.7

1.5

Mauritania

159

162

159

161

156.5

1.5

−2.5

Lesotho

160.5

161

163

162

161

0.7

0.5

Uganda

160.5

160

164

164

164

1.5

3.5

Benin

162

164

165

165

166

1

4

Tanzania United Republic of

163

159

161

159.5

151

2.8

−12

Sudan

164

165

166

166.5

167

0.9

3

Haiti

165

167

168

168

164

1.4

−1

Togo

166

166

167

166.5

162

1.1

−4

Zimbabwe

167

163

161

156

155

3.8

−12

Rwanda

168.5

168

151

151

164

6.9

−4.5

Afghanistan

168.5

170

169

169

170

0.5

1.5

Djibouti

170

169

170

170

168

0.6

−2

Gambia

171

172

172

172

174

0.6

3

Côte d’lvoire

172

171

171

171

171

0.2

−1

Ethiopia

173

173

173

173

173

0

0

Malawi

174

174

174

174

172

0.4

−2

Guinea-Bissau

175

176.5

177

177

177

0.5

2

Mali

176

175

176

176

178

0.6

2

Liberia

177

176.5

175

175

176

0.7

−1

Burundi

178

179.5

180

180

183

1.1

5

Guinea

179.5

178

178

179

181

0.9

1.5

Mozambique

179.5

179.5

179

178

179

0.4

−0.5

Eritrea

181

181

182

182

185

1

4

Burkina Faso

182

182

181

181

182

0.4

0

Central African Republic

183

184

185

185

186

0.8

3

Sierra Leone

184

185

184

183

180

1.2

−4

Chad

185

183

183

184

184

0.6

−1

Niger

186

186

186

187

187

0.4

1

Congo, Democratic Republic of the

187

187

187

186

175

2.6

−12

Appendix 2

Country

2010

2011

2012

2013

2014

Sum

Chi-Sqr n = 20

Chi-sqr n = 30

Norway

3

3

3

3

3

15

0

0

Australia

3

3

3

3

3

15

0

0

Switzerland

3.5

1

3.5

3.5

3.5

15

0.66667

0.66667

United States

5

3

3

3

1

15

1.3

1.3

Netherlands

1.5

5

3.5

3.5

1.5

15

0.96

0.96

Germany

5

3

3

3

1

15

2.4

2.4

New Zealand

3.5

3.5

3.5

3.5

1

15

3.77143

3.77143

Ireland

4

2.5

2.5

1

5

15

2.325

2.325

Denmark

4

2

2

2

5

15

1.88889

1.88889

Canada

1

3.5

3.5

5

2

15

1.16

1.16

Sweden

4.5

4.5

2.5

2.5

1

15

2.25455

2.25455

United Kingdom

5

4

2.5

2.5

1

15

3.91667

3.91667

Singapore

1

2

3.5

5

3.5

15

2.6

2.6

Iceland

2.5

2.5

4.5

4.5

1

15

3.48571

3.48571

Japan

5

4

2.5

2.5

1

15

4.90667

4.90667

Hong Kong

2

1

4

3

5

15

3.275

3.275

Liechtenstein

2.5

4

2.5

1

5

15

1.97647

1.97647

Korea, Republic of

3

1

3

5

3

15

2.04444

2.04444

Israel

1

3

3

3

5

15

1.05263

1.05263

Luxembourg

4

3

1.5

1.5

5

15

0.63

0.63

France

2

4

4

4

1

15

0.89

0.84762

Belgium

1

3

3

3

5

15

0.37

0.33636

Austria

2.5

1

4.5

4.5

2.5

15

0.67

0.71304

Finland

5

4

2

2

2

15

0.35

0.7

Slovenia

3

3

3

3

3

15

0.22

0.672

Italy

3.5

3.5

3.5

3.5

1

15

0.2

1.10769

Spain

2.5

2.5

2.5

2.5

5

15

0.2

0.62222

Czech Republic

3

3

3

3

3

15

0.31

0.6

Greece

3

3

3

3

3

15

0.63

0.57931

Cyprus

4.5

4.5

2.5

2.5

1

15

0.24

0.93333

Qatar

4

2

4

4

1

15

0.52

1.6

Brunei Darussalam

1

2.5

4.5

4.5

2.5

15

1.43

1.78667

Andorra

5

3.5

2

1

3.5

15

0.27

1.59333

Estonia

1

3

3

3

5

15

0.24

0.52667

Lithuania

5

2.5

2.5

4

1

15

0.39

0.82

Poland

1

4

5

3

2

15

0.23

0.54

Slovakia

4

3

1

2

5

15

0.13

0.04667

United Arab Emirates

5

4

2.5

2.5

1

15

0.23

0.45333

Cuba

5

4

2

3

1

15

1.55

1.41333

Malta

1.5

1.5

3.5

3.5

5

15

1.08

0.66

Hungary

5

3

3

3

1

15

1.46

0.75333

Portugal

2

3.5

5

3.5

1

15

3.17

0.84

Saudi Arabia

1

3

4

5

2

15

3.19

1.13333

Bahrain

5

1

2.5

4

2.5

15

3.03

0.82667

Latvia

5

1

2.5

2.5

4

15

3.09

0.74667

Chile

1

2

3.5

5

3.5

15

2.08

0.9

Kuwait

2.5

2.5

5

4

1

15

4.11

2.48667

Croatia

1

5

3

3

3

15

3.63

1.68667

Argentina

1

4

2.5

2.5

5

15

2.48

1.53333

Libya

5

2

4

3

1

15

3.04

3.26

Bahamas

3.5

5

3.5

2

1

15

2.35

2.90667

Montenegro

2

4

1

3

5

15

1.08

2.74667

Oman

4.5

3

1.5

1.5

4.5

15

0.83

2.01333

Uruguay

1

2.5

4

5

2.5

15

1.85

1.79333

Belarus

1

4

2

3

5

15

0.92

1.27333

Romania

1.5

3.5

1.5

3.5

5

15

0.72

0.68667

Barbados

5

4

2

1

3

15

0.64

0.82

Antigua and Barbuda

4.5

3

2

1

4.5

15

0.29

0.54667

Russian Federation

1

3

3

3

5

15

1.23

0.33333

Bulgaria

1

4.5

3

4.5

2

15

1.36

0.6

Palau

1

4.5

2.5

4.5

2.5

15

3.37

1.46667

Malaysia

2.5

5

2.5

2.5

2.5

15

3.9

1.75333

Trinidad and Tobago

4

5

2.5

2.5

1

15

3.41

2.41333

Seychelles

5

1

3

2

4

15

3.55

1.45333

Lebanon

2

5

4

3

1

15

5.53

2.18667

Venezuela

3.5

5

3.5

2

1

15

6.5

2.42667

Panama

3

2

1

4

5

15

7.25

2.30667

Mauritius

1

2

4

4

4

15

5.37

2.18

Costa Rica

2

5

4

3

1

15

4.79

3.07333

Mexico

4

5

3

2

1

15

7.13

3.73333

Kazakhstan

1

2.5

2.5

4

5

15

7

4.41333

Saint Kitts and Nevis

5

2

3.5

3.5

1

15

4

3.17333

Grenada

4.5

4.5

3

1

2

15

4.57

2.86667

Jordan

5

4

3

2

1

15

5.3

4.1

Azerbaijan

4.5

2

4.5

3

1

15

4.67

4.78

Serbia

3.5

3.5

1

2

5

15

5.16

5.40667

Brazil

4

3

1.5

1.5

5

15

4.01

6.25333

Turkey

1

3

4.5

4.5

2

15

4.02

4.78667

Sri Lanka

1

2

3

4

5

15

3.54

3.66667

Georgia

3

3

1

3

5

15

2.33

4.90667

Macedonia, Former Yugoslav Rep.

5

3

1

2

4

15

2.5

4.98667

Ukraine

3.5

3.5

1.5

1.5

5

15

2.45

4.78

Bosnia and Herzegovina

5

4

2

2

2

15

2.67

4.62

Iran, Islamic Republic of

1

2

4

3

5

15

1.77

5.06667

Peru

1.5

1.5

4.5

4.5

3

15

0.95

3.11333

Fiji

5

4

2.5

2.5

1

15

1.15

3.19333

Armenia

2

4.5

2

2

4.5

15

1.39

3.06667

Saint Vincent, the Grenadines

5

2

4

3

1

15

2.21

2.24667

Dominica

4

5

3

2

1

15

3.25

3.64667

Saint Lucia

3.5

5

2

1

3.5

15

3.68

4.68667

Thailand

2.5

2.5

4.5

4.5

1

15

3.65

4.25333

Tunisia

2.5

2.5

4.5

4.5

1

15

2.49

3.3

Belize

2

3

5

4

1

15

1.03

2.24667

Jamaica

5

3

4

2

1

15

0.91

3.46

Algeria

1

3.5

2

3.5

5

15

0.59

1.94667

Albania

2

3

1

4

5

15

0.35

0.84667

Colombia

5

3.5

1.5

1.5

3.5

15

0.4

1.67333

China

1

2

3

4

5

15

0.62

1.64667

Ecuador

1.5

1.5

3.5

3.5

5

15

0.55

0.92

Tonga

5

3

3

1

3

15

0.63

1.13333

Suriname

3

3

3

5

1

15

0.25

1.26667

Dominican Republic

2.5

2.5

2.5

2.5

5

15

0.19

1.17333

Maldives

3

4.5

4.5

1.5

1.5

15

0.63

0.75333

Samoa

5

3.5

3.5

1

2

15

1.35

0.9

Turkmenistan

2

3.5

3.5

5

1

15

2.11

0.67333

Egypt

5

4

2

1

3

15

1.67

0.72667

Botswana

4

1

2.5

2.5

5

15

1.36

0.39333

Mongolia

1

2.5

2.5

4

5

15

0.23

0.76

Palestine, State of

2

3

4.5

4.5

1

15

0.22

0.51333

Indonesia

3.5

2

3.5

5

1

15

1.27

0.51333

Paraguay

4

4

2

4

1

15

0.73

0.88667

Gabon

1

2.5

4

2.5

5

15

0.19

0.91333

Syrian Arab Republic

5

4

3

2

1

15

0.07

1.23333

Bolivia, Plurinational State of

2.5

2.5

4.5

4.5

1

15

0.17

2.51333

El Salvador

2

4

4

4

1

15

0.55

3.35333

Moldova, Republic of

3

2

1

4

5

15

0.61

1.74667

Philippines

3.5

1.5

1.5

3.5

5

15

0.92

1.71333

Uzbekistan

1

2

3

4

5

15

0.92

0.99333

South Africa

1

2.5

2.5

4

5

15

0.88

1.36667

Iraq

5

3

3

3

1

15

1.68

2.12667

Viet Nam

4

2.5

1

2.5

5

15

0.73

1.25333

Micronesia, Federal States of

5

2

2

2

4

15

0.9

1.09333

Guyana

2

4.5

3

4.5

1

15

1.74

1.22

Cape Verde

1

2.5

4.5

2.5

4.5

15

2.28

1.89333

Vanuatu

5

4

3

2

1

15

1.23

0.84667

Kyrgyzstan

2.5

1

2.5

4

5

15

2.93

0.99333

Guatemala

2

4.5

4.5

3

1

15

2.42

0.95333

Honduras

5

4

2.5

2.5

1

15

1.97

0.72

Namibia

1

2

3.5

3.5

5

15

1.27

0.66

Timor-Leste

3

2

4

5

1

15

1.27

1.74

Nicaragua

3.5

3.5

1.5

1.5

5

15

0.9

0.58

Morocco

1

3

2

4

5

15

1.35

0.83333

Kiribati

4.5

2

4.5

3

1

15

1.81

1.39333

Tajikistan

1.5

4

1.5

3

5

15

2.44

2.02667

Cambodia

5

2.5

2.5

4

1

15

2.8

1.82667

India

1

3

3

3

5

15

2.1

2.8

Bhutan

1

3.5

3.5

2

5

15

1.73

2.71333

Congo

4

1

2.5

2.5

5

15

1.33

2.01333

Equatorial Guinea

4

3

2

1

5

15

1.28

1.8

Ghana

1.5

4

4

4

1.5

15

1.28

1.63333

Lao, People’s Democrat Rep. of

1.5

4

4

4

1.5

15

0.77

1.95333

Sao Tome and Principe

4

2

5

3

1

15

1.05

1.00667

Bangladesh

2

5

1

3

4

15

1.02

2.02

Zambia

1.5

1.5

3

4

5

15

1.01

3.28667

Nepal

1.5

4

4

4

1.5

15

2.37

3.54

Swaziland

5

4

2.5

2.5

1

15

1.12

1.66

Pakistan

1.5

4

4

4

1.5

15

1.33

1.46667

Kenya

1.5

1.5

3.5

3.5

5

15

3.16

1.28667

Myanmar

4

2

2

2

5

15

1.81

0.58667

Angola

1

3.5

3.5

3.5

3.5

15

3

1.68

Madagascar

5

3.5

1.5

1.5

3.5

15

2.07

1.19333

Cameroon

3.5

5

3.5

2

1

15

0.89

1.55333

Nigeria

2

2

2

4

5

15

2.23

1.68

Solomon Islands

5

4

2

1

3

15

0.97

0.76667

Yemen

2

5

3.5

3.5

1

15

2.13

1.43333

Senegal

5

4

3

2

1

15

1.27

1.14

Papua New Guinea

2.5

4.5

4.5

2.5

1

15

1.67

1.07333

Comoros

4.5

4.5

3

1

2

15

3.81

1.32667

Mauritania

3.5

1

3.5

2

5

15

3.04

0.95333

Lesotho

5

3.5

1

2

3.5

15

2.49

1.82

Uganda

4

5

2

2

2

15

3.59

1.86667

Benin

5

4

2.5

2.5

1

15

5.08

2.66

Tanzania, United Republic of

1

4

2

3

5

15

4.14

3.21333

Sudan

5

4

3

2

1

15

7.68

3.56667

Haiti

4

3

1.5

1.5

5

15

8.8

4.28667

Togo

3.5

3.5

1

2

5

15

8.34

5.26667

Zimbabwe

1

2

3

4

5

15

7.9

4.22667

Rwanda

1

2

4.5

4.5

3

15

6.94

3.54667

Afghanistan

5

1.5

3.5

3.5

1.5

15

6.05

2.78

Djibouti

2

4

2

2

5

15

7.58

3.1

Gambia

5

3

3

3

1

15

6.51

3.64667

Côte d’lvoire

1

3.5

3.5

3.5

3.5

15

4.43

3.8

Ethiopia

3

3

3

3

3

15

5.33

2.97333

Malawi

2.5

2.5

2.5

2.5

5

15

3.42

3.83333

Guinea-Bissau

5

4

2

2

2

15

4.82

5.46667

Mali

3

5

3

3

1

15

4.14

5.08667

Liberia

1

2

4.5

4.5

3

15

2.69

4.19333

Burundi

5

4

2.5

2.5

1

15

2.4

6.27333

Guinea

2

4.5

4.5

3

1

15

2.65

6.43333

Mozambique

1.5

1.5

3.5

5

3.5

15

1.05

5.38667

Eritrea

4.5

4.5

2.5

2.5

1

15

1

5.78

Burkina Faso

2

2

4.5

4.5

2

15

0.5

3.67333

Central African Republic

5

4

2.5

2.5

1

15

1.19

6.24667

Sierra Leone

2.5

1

2.5

4

5

15

0.32

3.67333

Chad

1

4.5

4.5

2.5

2.5

15

1.27

3.08

Niger

4

4

4

1.5

1.5

15

2.6

2.87333

Congo, Democratic Rep. of the

2

2

2

4

5

15

2.3

1.52667

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Çilingirtürk, A.M., Koçak, H. Human Development Index (HDI) Rank-Order Variability. Soc Indic Res 137, 481–504 (2018). https://doi.org/10.1007/s11205-017-1605-5

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