{"title":"Knowledge economy classification in African countries: A model-based clustering approach","authors":"A. R. Andrés, A. Otero, V. Amavilah","doi":"10.1080/02681102.2021.1950597","DOIUrl":null,"url":null,"abstract":"ABSTRACT Knowledge economy (KE) has been a central issue in the political-economic literature of advanced economies, but little research has focused on the transition towards a KE in Africa. Using a latent profile analysis, six clusters of the KE were found in the region. The clusters range from very prepared with good performance in all KE dimensions (institutional, education, and innovation output) to very unprepared with low performance in each KE dimension. Lastly, we offer policy recommendations that shed some light on the national and international economic policies towards a more knowledge-oriented environment. One such recommendation is that effective policies should consider both the similarities and dissimilarities of African knowledge economies. How precise that can be done is one direction future research can take.","PeriodicalId":51547,"journal":{"name":"Information Technology for Development","volume":"28 1","pages":"372 - 396"},"PeriodicalIF":5.1000,"publicationDate":"2021-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/02681102.2021.1950597","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Information Technology for Development","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1080/02681102.2021.1950597","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"DEVELOPMENT STUDIES","Score":null,"Total":0}
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Abstract
ABSTRACT Knowledge economy (KE) has been a central issue in the political-economic literature of advanced economies, but little research has focused on the transition towards a KE in Africa. Using a latent profile analysis, six clusters of the KE were found in the region. The clusters range from very prepared with good performance in all KE dimensions (institutional, education, and innovation output) to very unprepared with low performance in each KE dimension. Lastly, we offer policy recommendations that shed some light on the national and international economic policies towards a more knowledge-oriented environment. One such recommendation is that effective policies should consider both the similarities and dissimilarities of African knowledge economies. How precise that can be done is one direction future research can take.
期刊介绍：
Information Technology for Development , with an established record for publishing quality research and influencing practice, is the first journal to have explicitly addressed global information technology issues and opportunities. It publishes social and technical research on the effects of Information Technology (IT) on economic, social and human development. The objective of the Journal is to provide a forum for policy-makers, practitioners, and academics to discuss strategies and best practices, tools and techniques for ascertaining the effects of IT infrastructures in government, civil societies and the private sector, and theories and frameworks that explain the effects of IT on development. The concept of development relates to social, economic and human outcomes from the implementation of Information and Communication Technology (ICT) tools, technologies, and infrastructures. In addition to being a valuable publication in the field of information systems, Information Technology for Development is also cited in fields such as public administration, economics, and international development and business, and has a particularly large readership in international agencies connected to the Commonwealth Secretariat, United Nations, and World Bank.
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