Creating Theoretical Research Frameworks using Multiple Methods: Insight from ICT4D Investigations
Creating Theoretical Research Frameworks using Multiple Methods: Insight from ICT4D Investigations
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This book demonstrates how to use data analysis methods and conceptual frameworks to develop and test theoretically sound frameworks for ICT4D research questions. It takes a multi-theoretical perspective to economic development research, covering frameworks and theories such as neoclassical growth accounting, complementarity, complex systems and chaos theories, and the product life cycle (PLC) theory. It also presents evidence that human capital and investment capital are complementary and reliable sources of economic growth.
Format: Paperback / softback
Length: 420 pages
Publication date: 21 January 2023
Publisher: Taylor & Francis Ltd
It is widely acknowledged that investments in information and communication technologies (ICTs) play a significant role in fostering macroeconomic growth in developed countries. The field of ICT for development (ICT4D) is characterized by rigorous research standards, emphasizing the need for theoretically sound conceptual investigations to yield practical outcomes. Furthermore, it is expected that on-the-ground studies conducted in specific contexts will contribute to the expansion of the collective body of knowledge based on theoretical foundations. The goal is to establish a connection between abstract concepts and the tangible world.
To bridge the gap between case studies and grand theories, middle-range theories and frameworks offer valuable assistance. These frameworks can help create a robust and practically applicable research architecture for ICT4D. This book serves as a testament to the potential of utilizing diverse data analysis methods, such as data mining (DM), data envelopment analysis (DEA), and structural equation modeling (SEM), along with conceptual frameworks, to develop and test theoretically sound frameworks for a substantial portion of ICT4D research questions.
In particular, this book showcases the application of DM, DEA, and SEM for the following purposes:
Identification of relevant context-specific constructs: This involves inductive reasoning, where the researcher seeks to identify patterns and relationships within the data that are specific to the particular context being studied.
Identification of relationships between constructs: This involves inductive reasoning, where the researcher seeks to identify connections and associations between different constructs within the data.
Development of a framework incorporating the constructs and relationships discovered: This involves deductive reasoning, where the researcher constructs a framework that incorporates the identified constructs and relationships based on theoretical insights and empirical evidence.
Testing of the constructed framework: This involves deductive reasoning, where the researcher tests the validity and reliability of the constructed framework by applying it to new data or different contexts.
The book adopts a multi-theoretical perspective in economic development research, drawing upon various economic theories and frameworks. It begins by providing an overview of the theoretical foundations and concepts relevant to ICT4D. Subsequently, it delves into the application of data analysis methods and conceptual frameworks to address specific research questions within the field.
By employing these approaches, the book aims to contribute to the advancement of knowledge in ICT4D and provide valuable insights for policymakers, practitioners, and researchers alike. It serves as a valuable resource for those seeking to understand the role of ICTs in promoting economic growth and development in diverse contexts.
Weight: 780g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032476544
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