Soft/Human Capital/Lifelong Learning & Reskilling

Workforce Reskilling at Scale

The capacity to retrain workers at scale when structural change, from AI to the energy transition, moves the ground beneath them.
factbase.org/cap/3SGZZHT221
World mean
7.2
of 20 · median 7.0
Range
1–18
middle half 4.0–10.0
Panel SD
±0.24
round 1 ±1.00 — the honest estimate
Leader
18
Singapore

Indicators

The measures seeded for this capability in the framework. They are candidate indicators: no cell in the index has a source document attached to it yet.

Band spread across 197 nations

Frontier 1
Advanced 14
Established 16
Transitional 35
Foundational 47
Nascent 63
Inception 21

All 197 nations

Best first. The score is the mean of the four adjudicators' round-3 integers, rounded to the nearest integer; ±SD is their spread on that cell. Where the spread is three points or more, read the number as a band rather than a value.

#NationRegionScoreBandPanel SD
1 🇸🇬Singapore Asia Pacific 18 Frontier ±0.43
2 🇩🇰Denmark Europe 17 Advanced ±0.71
3 🇩🇪Germany Europe 17 Advanced ±0.83
4 🇸🇪Sweden Europe 17 Advanced ±0.43
5 🇦🇹Austria Europe 16 Advanced ±0.50
6 🇫🇮Finland Europe 16 Advanced ±0.43
7 🇳🇱Netherlands Europe 16 Advanced ±0.71
8 🇳🇴Norway Europe 16 Advanced ±0.00
9 🇰🇷South Korea Asia Pacific 16 Advanced ±0.00
10 🇨🇭Switzerland Europe 16 Advanced ±0.71
11 🇦🇺Australia Asia Pacific 15 Advanced ±0.71
12 🇨🇦Canada Americas 15 Advanced ±0.00
13 🇫🇷France Europe 15 Advanced ±0.43
14 🇯🇵Japan Asia Pacific 15 Advanced ±0.83
15 🇺🇸United States Americas 15 Advanced ±0.50
16 🇧🇪Belgium Europe 14 Established ±0.43
17 🇨🇳China Asia Pacific 14 Established ±0.43
18 🇪🇪Estonia Europe 14 Established ±0.43
19 🇮🇪Ireland Europe 14 Established ±0.43
20 🇳🇿New Zealand Asia Pacific 14 Established ±0.00
21 🇬🇧United Kingdom Europe 14 Established ±0.43
22 🇮🇸Iceland Europe 13 Established ±0.83
23 🇮🇱Israel Middle East 13 Established ±0.43
24 🇵🇹Portugal Europe 13 Established ±0.00
25 🇪🇸Spain Europe 13 Established ±0.43
26 🇹🇼Taiwan Asia Pacific 13 Established ±0.00
27 🇨🇿Czechia Europe 12 Established ±0.00
28 🇱🇺Luxembourg Europe 12 Established ±0.43
29 🇲🇾Malaysia Asia Pacific 12 Established ±0.00
30 🇵🇱Poland Europe 12 Established ±0.00
31 🇸🇮Slovenia Europe 12 Established ±0.43
32 🇧🇷Brazil Americas 11 Transitional ±0.43
33 🇨🇱Chile Americas 11 Transitional ±0.00
34 🇭🇺Hungary Europe 11 Transitional ±0.00
35 🇮🇳India Asia Pacific 11 Transitional ±0.50
36 🇮🇹Italy Europe 11 Transitional ±0.43
37 🇱🇻Latvia Europe 11 Transitional ±0.43
38 🇱🇮Liechtenstein Europe 11 Transitional ±0.50
39 🇱🇹Lithuania Europe 11 Transitional ±0.43
40 🇲🇹Malta Europe 11 Transitional ±0.50
41 🇸🇦Saudi Arabia Middle East 11 Transitional ±0.00
42 🇹🇷Türkiye Middle East 11 Transitional ±0.43
43 🇦🇪United Arab Emirates Middle East 11 Transitional ±0.43
44 🇦🇷Argentina Americas 10 Transitional ±0.43
45 🇨🇴Colombia Americas 10 Transitional ±0.43
46 🇨🇾Cyprus Middle East 10 Transitional ±0.50
47 🇬🇷Greece Europe 10 Transitional ±0.43
48 🇮🇩Indonesia Asia Pacific 10 Transitional ±0.00
49 🇲🇺Mauritius Africa 10 Transitional ±0.43
50 🇲🇽Mexico Americas 10 Transitional ±0.00
51 🇵🇭Philippines Asia Pacific 10 Transitional ±0.00
52 🇷🇺Russia Europe 10 Transitional ±0.00
53 🇸🇰Slovakia Europe 10 Transitional ±0.00
54 🇿🇦South Africa Africa 10 Transitional ±0.43
55 🇹🇭Thailand Asia Pacific 10 Transitional ±0.00
56 🇧🇭Bahrain Middle East 9 Transitional ±0.00
57 🇧🇬Bulgaria Europe 9 Transitional ±0.00
58 🇨🇷Costa Rica Americas 9 Transitional ±0.00
59 🇭🇷Croatia Europe 9 Transitional ±0.00
60 🇰🇿Kazakhstan Asia Pacific 9 Transitional ±0.00
61 🇶🇦Qatar Middle East 9 Transitional ±0.50
62 🇷🇴Romania Europe 9 Transitional ±0.00
63 🇷🇸Serbia Europe 9 Transitional ±0.43
64 🇺🇦Ukraine Europe 9 Transitional ±0.43
65 🇺🇾Uruguay Americas 9 Transitional ±0.00
66 🇻🇳Vietnam Asia Pacific 9 Transitional ±0.00
67 🇧🇾Belarus Europe 8 Foundational ±0.00
68 🇩🇴Dominican Republic Americas 8 Foundational ±0.50
69 🇪🇬Egypt Africa 8 Foundational ±0.50
70 🇬🇪Georgia Middle East 8 Foundational ±0.50
71 🇰🇼Kuwait Middle East 8 Foundational ±0.50
72 🇲🇦Morocco Africa 8 Foundational ±0.43
73 🇴🇲Oman Middle East 8 Foundational ±0.43
74 🇵🇪Peru Americas 8 Foundational ±0.43
75 🇹🇳Tunisia Africa 8 Foundational ±0.50
76 🇩🇿Algeria Africa 7 Foundational ±0.43
77 🇦🇩Andorra Europe 7 Foundational ±0.50
78 🇦🇲Armenia Middle East 7 Foundational ±0.00
79 🇦🇿Azerbaijan Middle East 7 Foundational ±0.00
80 🇧🇧Barbados Americas 7 Foundational ±0.00
81 🇧🇼Botswana Africa 7 Foundational ±0.00
82 🇧🇳Brunei Asia Pacific 7 Foundational ±0.43
83 🇨🇺Cuba Americas 7 Foundational ±0.00
84 🇪🇨Ecuador Americas 7 Foundational ±0.00
85 🇬🇭Ghana Africa 7 Foundational ±0.00
86 🇮🇷Iran Asia Pacific 7 Foundational ±0.43
87 🇯🇲Jamaica Americas 7 Foundational ±0.43
88 🇯🇴Jordan Middle East 7 Foundational ±0.43
89 🇰🇪Kenya Africa 7 Foundational ±0.00
90 🇲🇩Moldova Europe 7 Foundational ±0.00
91 🇲🇪Montenegro Europe 7 Foundational ±0.00
92 🇳🇦Namibia Africa 7 Foundational ±0.50
93 🇳🇬Nigeria Africa 7 Foundational ±0.43
94 🇲🇰North Macedonia Europe 7 Foundational ±0.00
95 🇵🇰Pakistan Asia Pacific 7 Foundational ±0.50
96 🇵🇦Panama Americas 7 Foundational ±0.00
97 🇷🇼Rwanda Africa 7 Foundational ±0.00
98 🇱🇰Sri Lanka Asia Pacific 7 Foundational ±0.50
99 🇹🇹Trinidad & Tobago Americas 7 Foundational ±0.00
100 🇦🇱Albania Europe 6 Foundational ±0.43
101 🇧🇸Bahamas Americas 6 Foundational ±0.00
102 🇧🇩Bangladesh Asia Pacific 6 Foundational ±0.43
103 🇧🇦Bosnia & Herzegovina Europe 6 Foundational ±0.43
104 🇸🇻El Salvador Americas 6 Foundational ±0.43
105 🇪🇹Ethiopia Africa 6 Foundational ±0.50
106 🇬🇹Guatemala Americas 6 Foundational ±0.43
107 🇰🇬Kyrgyzstan Asia Pacific 6 Foundational ±0.43
108 🇲🇨Monaco Europe 6 Foundational ±0.50
109 🇲🇳Mongolia Asia Pacific 6 Foundational ±0.43
110 🇵🇾Paraguay Americas 6 Foundational ±0.00
111 🇸🇲San Marino Europe 6 Foundational ±0.43
112 🇸🇨Seychelles Africa 6 Foundational ±0.43
113 🇺🇿Uzbekistan Asia Pacific 6 Foundational ±0.00
114 🇦🇬Antigua & Barbuda Americas 5 Nascent ±0.43
115 🇧🇿Belize Americas 5 Nascent ±0.43
116 🇧🇹Bhutan Asia Pacific 5 Nascent ±0.00
117 🇧🇴Bolivia Americas 5 Nascent ±0.43
118 🇨🇻Cabo Verde Africa 5 Nascent ±0.00
119 🇰🇭Cambodia Asia Pacific 5 Nascent ±0.00
120 🇨🇮Côte d'Ivoire Africa 5 Nascent ±0.00
121 🇫🇯Fiji Asia Pacific 5 Nascent ±0.43
122 🇬🇾Guyana Americas 5 Nascent ±0.50
123 🇭🇳Honduras Americas 5 Nascent ±0.43
124 🇽🇰Kosovo Europe 5 Nascent ±0.00
125 🇱🇧Lebanon Middle East 5 Nascent ±0.50
126 🇲🇻Maldives Asia Pacific 5 Nascent ±0.43
127 🇳🇵Nepal Asia Pacific 5 Nascent ±0.00
128 🇳🇮Nicaragua Americas 5 Nascent ±0.00
129 🇵🇸Palestine Middle East 5 Nascent ±0.43
130 🇸🇳Senegal Africa 5 Nascent ±0.00
131 🇹🇿Tanzania Africa 5 Nascent ±0.00
132 🇺🇬Uganda Africa 5 Nascent ±0.43
133 🇿🇲Zambia Africa 5 Nascent ±0.43
134 🇿🇼Zimbabwe Africa 5 Nascent ±0.43
135 🇦🇴Angola Africa 4 Nascent ±0.43
136 🇧🇯Benin Africa 4 Nascent ±0.00
137 🇨🇲Cameroon Africa 4 Nascent ±0.00
138 🇩🇲Dominica Americas 4 Nascent ±0.00
139 🇸🇿Eswatini Africa 4 Nascent ±0.00
140 🇬🇦Gabon Africa 4 Nascent ±0.00
141 🇬🇩Grenada Americas 4 Nascent ±0.43
142 🇮🇶Iraq Middle East 4 Nascent ±0.43
143 🇱🇦Laos Asia Pacific 4 Nascent ±0.00
144 🇱🇸Lesotho Africa 4 Nascent ±0.00
145 🇲🇬Madagascar Africa 4 Nascent ±0.43
146 🇲🇼Malawi Africa 4 Nascent ±0.43
147 🇲🇿Mozambique Africa 4 Nascent ±0.00
148 🇰🇳Saint Kitts & Nevis Americas 4 Nascent ±0.43
149 🇱🇨Saint Lucia Americas 4 Nascent ±0.00
150 🇻🇨Saint Vincent & Grenadines Americas 4 Nascent ±0.00
151 🇼🇸Samoa Asia Pacific 4 Nascent ±0.43
152 🇸🇷Suriname Americas 4 Nascent ±0.00
153 🇹🇯Tajikistan Asia Pacific 4 Nascent ±0.00
154 🇹🇬Togo Africa 4 Nascent ±0.43
155 🇻🇪Venezuela Americas 4 Nascent ±0.00
156 🇧🇫Burkina Faso Africa 3 Nascent ±0.00
157 🇨🇬Congo Africa 3 Nascent ±0.00
158 🇬🇶Equatorial Guinea Africa 3 Nascent ±0.00
159 🇬🇲Gambia Africa 3 Nascent ±0.43
160 🇬🇳Guinea Africa 3 Nascent ±0.00
161 🇰🇮Kiribati Asia Pacific 3 Nascent ±0.43
162 🇱🇷Liberia Africa 3 Nascent ±0.00
163 🇱🇾Libya Africa 3 Nascent ±0.00
164 🇲🇱Mali Africa 3 Nascent ±0.00
165 🇲🇷Mauritania Africa 3 Nascent ±0.43
166 🇲🇲Myanmar Asia Pacific 3 Nascent ±0.00
167 🇳🇪Niger Africa 3 Nascent ±0.00
168 🇰🇵North Korea Asia Pacific 3 Nascent ±0.00
169 🇵🇼Palau Asia Pacific 3 Nascent ±0.43
170 🇵🇬Papua New Guinea Asia Pacific 3 Nascent ±0.43
171 🇸🇹São Tomé & Príncipe Africa 3 Nascent ±0.00
172 🇸🇱Sierra Leone Africa 3 Nascent ±0.00
173 🇹🇱Timor-Leste Asia Pacific 3 Nascent ±0.00
174 🇹🇴Tonga Asia Pacific 3 Nascent ±0.00
175 🇹🇲Turkmenistan Asia Pacific 3 Nascent ±0.43
176 🇻🇺Vanuatu Asia Pacific 3 Nascent ±0.00
177 🇧🇮Burundi Africa 2 Inception ±0.00
178 🇨🇫Central African Rep. Africa 2 Inception ±0.50
179 🇹🇩Chad Africa 2 Inception ±0.00
180 🇰🇲Comoros Africa 2 Inception ±0.00
181 🇩🇯Djibouti Africa 2 Inception ±0.43
182 🇨🇩DR Congo Africa 2 Inception ±0.00
183 🇪🇷Eritrea Africa 2 Inception ±0.00
184 🇬🇼Guinea-Bissau Africa 2 Inception ±0.00
185 🇭🇹Haiti Americas 2 Inception ±0.00
186 🇲🇭Marshall Islands Asia Pacific 2 Inception ±0.00
187 🇫🇲Micronesia Asia Pacific 2 Inception ±0.00
188 🇳🇷Nauru Asia Pacific 2 Inception ±0.00
189 🇸🇧Solomon Islands Asia Pacific 2 Inception ±0.00
190 🇸🇩Sudan Africa 2 Inception ±0.43
191 🇹🇻Tuvalu Asia Pacific 2 Inception ±0.00
192 🇦🇫Afghanistan Asia Pacific 1 Inception ±0.00
193 🇻🇦Holy See Europe 1 Inception ±0.50
194 🇸🇴Somalia Africa 1 Inception ±0.00
195 🇸🇸South Sudan Africa 1 Inception ±0.00
196 🇸🇾Syria Middle East 1 Inception ±0.43
197 🇾🇪Yemen Middle East 1 Inception ±0.00

Others in Lifelong Learning & Reskilling

CapabilityWorld meanRangeLeader
Adult Learning7.81–18Finland
Employer-Provided Training7.31–18Germany, Switzerland