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Creating theoretical research frameworks using multiple methods : insight from ICT4D investigations

Author: Sergey Samoilenko; Kweku-Muata Osei-Bryson
Publisher: Boca Raton, FL : CRC Press, [2018] ©2018
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"This book demonstrates, in a step-by-step fashion, the development of theoretically sound information technology and communications for developing an (ICT4D) research program. It outlines a path for linking grand theories with context-specific case studies. It guides readers through building complex methodologies relying on parametric and non-parametric data analytic and data mining techniques. Finally, the book  Read more...
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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Sergey Samoilenko; Kweku-Muata Osei-Bryson
ISBN: 9781351651165 1351651161 9781315155128 1315155125 1498779964 9781498779968
OCLC Number: 1008962982
Description: 1 online resource
Contents: Introduction --
Overview on ICT4D research --
Overview on framework of neoclassical growth accounting --
Overview on complex systems theory and chaos theory --
An overview on product cycle theory and product lifecycle model --
Overview on decision tree induction --
Overview on cluster analysis --
Overview on data envelopment analysis --
Overview on structural equation modeling (SEM) --
Overview on artificial neural networks (ANN) --
Information systems fitness and risk in is development : insights and implications from chaos and complex systems theories --
Design of the research workbench for investigations relying on multi-theoretical support --
Investigation of determinants of total factor productivity: an analysis of the impact of investments in telecoms on economic growth in productivity in the context of transition economies --
Human development and macro-economic returns within the context of investments in telecoms : an exploration of transition economies --
The spillover effects of investments in telecoms : insights from transition economies --
Investigating factors associated with the spillover effect of investments in telecoms : do some transition economies pay too much for too little? --
Understanding the human capital dimension of ict and economic growth in transition economies --
An exploration of the effects of interaction between ict and labor force on economic growth in transition economies --
Contributing factors to information technology investment utilization in transition economies : an empirical investigation --
Socio-economic impact of ict capabilities in sub-saharan economies : using association rules to describe the structure of complex systems --
Improving the relative efficiency of revenue generation from ict in transition economies : a product life cycle approach --
Determing strategies for telecoms to improve efficiency in the production of revenues : an empirical investigation in the context of transition economies using dea, decision trees, and neural nets.
Responsibility: Sergey Samoilenko and Kweku-Muata Osei-Bryson.

Abstract:

"This book demonstrates, in a step-by-step fashion, the development of theoretically sound information technology and communications for developing an (ICT4D) research program. It outlines a path for linking grand theories with context-specific case studies. It guides readers through building complex methodologies relying on parametric and non-parametric data analytic and data mining techniques. Finally, the book demonstrates some of the ways for inquiring into the issues associated with the dynamic nature of organizations, industries, and economies, as well as some of the practical means for improving their performance."--Provided by publisher.

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