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82 | THE ATLAS OF ECONOMIC COMPLEXITY
RANK I N G 4 . C HA N G E I N E C O NO M I C C OMPL EX I T Y ( 1 9 64 -20 0 8)
ECONOMIC COMPLEXITY INDEX
RANKING REGIONAL ISO ECI ECI RANKING REGIONAL
ECI RANKING COUNTRY NAME 1964 1968 1978 1988 1998 2008 ECI RANKING REGION
(64-08) ECI (64-08) CODE (64-08) (98-08) (98-08) ECI (98-08)
1 1/22 MAURITIUS MUS -1.99 -0.92 0.42 -0.18 -0.63 -0.31 1.68 0.32 36 10/22 SUB-SAHARAN AFRICA
2 1/16 THAILAND THA -0.67 -0.61 0.14 0.09 0.17 0.81 1.48 0.65 11 1/16 EAST ASIA AND PACIFIC
3 2/16 MALAYSIA MYS -0.67 -0.49 -0.02 0.02 0.48 0.76 1.43 0.28 43 9/16 EAST ASIA AND PACIFIC
4 3/16 SINGAPORE SGP 0.59 0.57 0.66 0.84 1.22 1.64 1.05 0.42 24 6/16 EAST ASIA AND PACIFIC
5 4/16 INDONESIA IDN -1.04 -1.04 -0.89 -0.62 -0.19 -0.01 1.03 0.18 51 10/16 EAST ASIA AND PACIFIC
6 2/22 UGANDA UGA -1.48 -1.42 -0.78 -1.32 -1.14 -0.49 0.99 0.65 10 3/22 SUB-SAHARAN AFRICA
7 1/21 BRAZIL BRA -0.74 -0.55 0.31 0.60 0.68 0.24 0.98 -0.43 104 19/21 LATIN AMERICA AND THE CARIBBEAN
8 2/21 DOMINICAN REPUBLIC DOM -1.05 -0.95 0.34 -0.34 -0.72 -0.06 0.98 0.66 9 6/21 LATIN AMERICA AND THE CARIBBEAN
9 1/14 SAUDI ARABIA SAU -1.02 -0.93 -2.64 0.51 0.22 -0.20 0.82 -0.42 103 13/14 MIDDLE EAST AND NORTH AFRICA
10 1/6 TURKEY TUR -0.35 -0.49 0.31 0.38 0.28 0.44 0.79 0.17 53 9/6 EASTERN EUROPE AND CENTRAL ASIA
11 2/14 LIBYA LBY -2.09 -2.31 -2.07 0.08 -0.72 -1.30 0.78 -0.58 114 15/14 MIDDLE EAST AND NORTH AFRICA
12 3/21 MEXICO MEX 0.39 0.24 0.74 0.80 0.80 1.14 0.76 0.35 30 9/21 LATIN AMERICA AND THE CARIBBEAN
13 3/22 TANZANIA TZA -1.21 -1.11 -0.66 -1.17 -1.25 -0.64 0.57 0.61 12 4/22 SUB-SAHARAN AFRICA
14 4/22 KENYA KEN -0.84 -0.68 0.15 -0.87 -1.12 -0.28 0.56 0.84 3 1/22 SUB-SAHARAN AFRICA
15 5/16 PHILIPPINES PHL -0.46 -0.18 0.25 -0.15 -0.31 0.03 0.50 0.34 32 8/16 EAST ASIA AND PACIFIC
16 1/3 SRI LANKA LKA -0.73 -0.89 -0.15 -0.47 -0.64 -0.27 0.46 0.37 27 1/3 SOUTH ASIA
17 6/16 JAPAN JPN 1.87 1.93 1.49 2.11 2.21 2.32 0.45 0.11 57 11/16 EAST ASIA AND PACIFIC
18 7/16 KOREA, REP. KOR 1.04 0.97 0.89 0.93 0.94 1.47 0.43 0.53 19 4/16 EAST ASIA AND PACIFIC
19 2/6 ROMANIA ROU 0.53 0.88 0.86 1.04 0.64 0.94 0.40 0.29 40 5/6 EASTERN EUROPE AND CENTRAL ASIA
20 3/14 TUNISIA TUN -0.08 0.12 0.20 0.18 -0.02 0.29 0.37 0.31 38 5/14 MIDDLE EAST AND NORTH AFRICA
21 4/14 LEBANON LBN 0.11 0.86 0.53 0.35 0.08 0.40 0.30 0.32 37 4/14 MIDDLE EAST AND NORTH AFRICA
22 5/14 QATAR QAT -0.73 -2.31 -3.61 0.29 -0.79 -0.44 0.29 0.35 29 2/14 MIDDLE EAST AND NORTH AFRICA
23 3/6 ALBANIA ALB -0.18 0.10 0.39 -0.09 -0.37 0.09 0.26 0.46 21 2/6 EASTERN EUROPE AND CENTRAL ASIA
24 5/22 GHANA GHA -1.13 -0.97 -0.62 -1.22 -1.18 -0.87 0.26 0.31 39 11/22 SUB-SAHARAN AFRICA
25 6/22 MADAGASCAR MDG -0.85 -0.89 -0.60 -1.40 -1.14 -0.59 0.25 0.54 18 6/22 SUB-SAHARAN AFRICA
26 1/15 FINLAND FIN 1.47 1.64 1.21 1.64 1.85 1.71 0.24 -0.13 77 4/15 WESTERN EUROPE
27 4/6 HUNGARY HUN 1.19 1.15 0.91 0.99 1.01 1.43 0.24 0.42 23 3/6 EASTERN EUROPE AND CENTRAL ASIA
28 8/16 VIETNAM VNM -0.40 -0.02 0.02 -0.60 -0.59 -0.18 0.22 0.41 25 7/16 EAST ASIA AND PACIFIC
29 4/21 PARAGUAY PRY -0.68 -0.60 -0.16 -0.71 -0.22 -0.47 0.21 -0.25 87 14/21 LATIN AMERICA AND THE CARIBBEAN
30 7/22 SENEGAL SEN -0.49 -0.30 -0.36 -0.78 -0.97 -0.29 0.20 0.68 7 2/22 SUB-SAHARAN AFRICA
31 9/16 CHINA CHN 0.74 0.75 0.57 0.40 0.33 0.89 0.15 0.57 16 3/16 EAST ASIA AND PACIFIC
32 8/22 SOUTH AFRICA ZAF -0.02 -0.20 0.22 0.13 0.41 0.13 0.15 -0.28 91 18/22 SUB-SAHARAN AFRICA
33 5/21 TRINIDAD AND TOBAGO TTO -0.45 0.10 -0.08 -0.41 -0.06 -0.31 0.15 -0.25 86 13/21 LATIN AMERICA AND THE CARIBBEAN
34 6/14 KUWAIT KWT -1.36 -0.89 -1.94 0.69 -0.55 -1.22 0.14 -0.67 117 16/14 MIDDLE EAST AND NORTH AFRICA
35 6/21 COLOMBIA COL 0.06 -0.23 0.03 0.11 0.28 0.20 0.14 -0.08 72 12/21 LATIN AMERICA AND THE CARIBBEAN
36 7/14 SYRIAN ARAB REPUBLIC SYR -0.42 -0.17 -0.29 -0.14 -0.98 -0.29 0.13 0.69 6 1/14 MIDDLE EAST AND NORTH AFRICA
37 2/3 INDIA IND 0.12 0.29 0.40 0.19 0.21 0.25 0.13 0.04 63 4/3 SOUTH ASIA
38 8/14 ISRAEL ISR 1.04 0.78 0.95 1.18 1.24 1.16 0.13 -0.08 73 8/14 MIDDLE EAST AND NORTH AFRICA
39 2/15 SPAIN ESP 0.81 0.89 1.05 1.20 1.13 0.93 0.12 -0.19 81 7/15 WESTERN EUROPE
40 9/22 GABON GAB -1.48 -1.30 -1.40 -1.62 -0.93 -1.36 0.11 -0.44 105 19/22 SUB-SAHARAN AFRICA
41 7/21 COSTA RICA CRI 0.22 0.63 -0.04 -0.44 -0.54 0.28 0.06 0.81 4 3/21 LATIN AMERICA AND THE CARIBBEAN
42 9/14 EGYPT, ARAB REP. EGY -0.07 -0.04 0.22 -0.14 -0.30 -0.02 0.05 0.28 42 6/14 MIDDLE EAST AND NORTH AFRICA
43 10/22 CÔTE D'IVOIRE CIV -0.92 -1.02 -0.58 -1.63 -1.43 -0.87 0.05 0.56 17 5/22 SUB-SAHARAN AFRICA

