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AWS Global Digital Skills Study | The economic benefits of a tech-savvy workforce Methodology Contents • Country economic designations • Data sources and survey collection details - Gallup surveys - Job vacancies - Other external sources • Definition of key concepts - Digital skills - Commonly used digital skills • Analytic methods - Prevalence of digital skills by country - Salary premium of digital skills - GDP estimates - Hiring experiment (conjoint) Country economic designations World Bank Income Classification Country High Income Australia Canada France Germany Hong Kong Italy Japan New Zealand Singapore South Korea Taiwan Thailand United Kingdom Middle Income Brazil China India Indonesia Malaysia Thailand Data sources and sample Gallup Surveys Findings from the AWS Global Digital Skills Study are based on web surveys conducted Aug. 2-23, 2022, with the following worker and employer populations and markets globally: Country Languages Worker Employer Australia English 2,164 775 Brazil Portuguese (Brazilian) 1,755 336 Canada English 1,501 391 China Chinese (Simplified) 1,233 394 France French 1,715 355 Germany German 1,533 367 Hong Kong Chinese (Traditional) 1,298 356 India Hindi, English 2,005 769 Indonesia Bahasa Indonesian 1,412 348 Italy Italian 1,342 353 Japan Japanese 2,796 974 Malaysia English, Malay 1,405 357 New Zealand English 1,448 374 Singapore English, Chinese (Simplified) 1,258 351 South Korea Korean 1,483 364 Taiwan Chinese (Traditional) 1,400 339 Thailand Thai 1,296 359 United Kingdom English 1,522 390 United States English 3,010 1,178 T Total: 31,576 9,130 Copyright © 2022 Gallup, Inc. All rights reserved. AWS_dsrprt_092922_kr 19