Digital Transformation and the World Economy: Critical Factors and Sector-Focused Mathematical Models

Preface
References
Contents
Rethinking Theory on the Role of Technological Innovation in Economic Development
1 Introduction
2 The Principle of Turning Points in the Development of Technology
3 The Evolutionary Nature of Innovation
4 Nonlinearity and Self-organization of Innovations
5 The Principle of Creative Symbiosis
6 Self-organization and Fractal Structure of Innovation
7 Fractal Structure of Innovation
8 Chain Fractals of IS Devices
9 Scope of Group Fractals
10 Synergetic Paradigm
11 The Triad of Technological Progress: Inventions, Innovations, and Investments
12 Selection and Implementation of Innovations
13 State and Innovation
14 Technological Progress and Economic Growth
15 Conclusion
References
Information Model for Calculating the Rate of Technical Progress
1 Introduction
2 Amount of Technological Knowledge
3 Kurzweil´s Law of Accelerating Returns for ICT
4 Isenson-Hartman Model for Describing Informational Dynamics
5 Models for Forecast Calculations of ICT Contribution into Technical Progress in Resource-limited Settings
6 Conclusion
References
K-Waves and the Innovation-Technological Paradigm of Schumpeter-Mensch-Freeman-Hirooka
1 Introduction
2 Fundamentals of Kondratiev-Schumpeter´s Theory of Innovative Cyclical Economic Development
3 Contribution of Mensch, Freeman, and Hirooka to Kondratiev-Schumpeter´s Theory of Innovative Cyclical Economic Development
4 Diffusion of Innovations and Hirooka´s Innovative Paradigm
5 Innovation Paradigm and Factors of Economic Growth
6 Modeling the Technological Level of Production Potential
7 Technological Progress and Economic Growth
8 Long Waves and Innovation Paradigms: Practice of Economic Development
9 A Rising Phase of Kondratiev´s Sixth Long Wave: Mainstream Innovations and Technological Convergence
10 Conclusion
References
Assessment of the Quality of Growth of National Economies in the Context of Digital Transformation
1 Introduction
2 Theories of Economic Growth and Phenomenon of ``The Quality of Growth´´
3 Quality of Growth and Digital Transformation
4 Methodology and Information Base
5 Results
6 Conclusion
References
Digital Transformation and Growth Models
1 Introduction
2 Stylized Facts and the Model Theoretical Foundations
3 Data and Model
3.1 Data
3.2 The Basic Model of Long-Term Economic Growth
3.3 The Basic Model of Long-Term Economic Growth
3.4 The Model of the Dynamics of Technological Progress in the Era of the Digital Economy
3.5 Models of Employment and Income, Taking into Account Technological Substitution of Jobs
4 Results and Discussion
4.1 Results
4.2 Analysis of the Results
4.3 Discussion
5 Conclusion
References
The Dualistic Nature of Technological Convergence and Human Resources
1 Introduction
2 NBIC Technologies as an Example of Technological Convergence
3 Formation of Human Resource in the Context of Convergence of Technologies
4 Technological Convergence and Job Substitution
5 Conclusion
References
Education System and Labor Market in the Context of Digital Transformation
1 Introduction
2 Qualifications, Education, and Wage Level
3 Interrelations between Technological Change and Level of Qualification
4 Modern Professional Education and the Labor Market
5 Modern System of Education in Russia
6 Levels of Qualification, Industry, and Regions
7 Conclusion
References
Structural Change in Developed Economies in the Digital Age
1 Introduction
2 Structure and Its Role in the Economic Development
3 Some Empirical Facts
4 Information and Communication Technologies and the Structure of the Economy
5 Conclusion
References
Theory and Practice of Territories Spatial Development Based on the Smart City Concept
1 Introduction
2 Practice of Territory Spatial Development Based on the Smart City Concept
3 Digital Technologies as Tools for Implementing Territorial Development Strategies
4 Approaches to Territory Spatial Development Based on the Smart City Concept
5 Conclusion
References
Exo-intelligent Data-Driven Reconfigurable Computing Platform
1 Introduction
2 The Problem of ``Reverse´´ Translation of Algorithms
3 Reconfigurable Heterogeneous Platform
4 Thermodynamics of Turing´s Incompatibility
5 Discreteness of Cognitive Perception
6 Algorithmic Efficiency
7 The Proposed Architecture of Reconfigurable Heterogeneous Distributed HPC System
8 Discussion
9 Conclusions
References
Critical Factors and Challenges of Healthcare Digital Transformation
1 Introduction
2 Modern Trends in Healthcare Development
2.1 Digitalization
2.2 Patient Centricity
2.3 Datacentricity
2.4 Values-Oriented Healthcare
3 Digital Transformation of Healthcare: Global Experience, Key Factors, Difficulties
3.1 World Experience
South Korea Experience
Singapore Experience
China Experience
Russia Experience
3.2 Key Factors in the Health Care Development
3.3 The Challenges of Digital Healthcare Transformation
4 Conclusion
References
Digital Transformation Maturity Model
1 Introduction
2 Methods
2.1 Capability Maturity Model
2.2 Capability Maturity Model Integration
2.3 COBIT 4.1
2.4 ISO / IEC 15504
2.5 SPICE
2.6 Project Management Maturity Model
2.7 Organizational Project Management Maturity Model
2.8 BPMM
3 Results
4 Conclusion and Discussion
References