Relational methodologies and epistemology in economics and management sciences:
"This book identifies and presents the four main network-based methodologies including network analysis, Boolean network simulation modeling, artificial neural network simulation modeling, and agent-based simulation modeling in addition to their conceptual-epistemological implications and concr...
Saved in:
| Main Authors: | , , , , , , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Hershey, PA
Information Science Reference, An Imprint of IGI Global
[2016]
|
| Series: | Advances in the finance, accounting, and economics (AFAE) book series
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Summary: | "This book identifies and presents the four main network-based methodologies including network analysis, Boolean network simulation modeling, artificial neural network simulation modeling, and agent-based simulation modeling in addition to their conceptual-epistemological implications and concrete applications within the social and natural sciences"... |
| Item Description: | Includes bibliographical references (pages 416-479) and index |
| Physical Description: | xxi, 485 Seiten Diagramme |
| ISBN: | 9781466697706 |
Staff View
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| adam_text | Titel: Relational methodologies and epistemology in economics and management sciences
Autor: Biggiero, Lucio
Jahr: 2016
Table of Contents
Preface...................................................................................................................................................ix
Section 1
Theoretical Aspects
Chapter 1
Network Analysis for Economics and Management Studies..................................................................1
INTRODUCTION: DIFFERENT DISCIPLINARY PERSPECTIVES............................................................................2
NETWORK ANALYSIS IN ECONOMICS......................................................................................................................4
NETWORK ANALYSIS IN MANAGEMENT AND ORGANIZATION SCIENCES..................................................13
THE MODELING REVOLUTION.................................................................................................................................18
FROM JUXTAPOSING TO COMBINING....................................................................................................................24
CONCLUSION................................................................................................................................................................26
REFERENCES................................................................................................................................................................28
Chapter 2
NK Simulation Modeling......................................................................................................................61
INTRODUCTION...........................................................................................................................................................61
PART I: THE NK MODEL AS PURE BOOLEAN NETWORK DYNAMICS.........................................................62
PART II: THE NK MODEL AS FITNESS LANDSCAPE.............................................................................................70
CONCLUSION................................................................................................................................................................81
REFERENCES................................................................................................................................................................83
Chapter 3
Neural Network Models: Usefulness and Limitations........................................................................100
INTRODUCTION.........................................................................................................................................................101
WHAT IS EMERGENCE?............................................................................................................................................102
HOW TO DETECT EMERGENCE: MULTIPLE ANALYSES...................................................................................103
HOW TO DETECT EMERGENCE: SINGLE ANALYSES.........................................................................................108
THE EMERGENCE PHENOMENA WITHIN AANS.................................................................................................112
CONCLUSION..............................................................................................................................................................117
Chapter 4
Agent-Based Simulation Modeling: Definitions and a Methodological Proposal..............................128
1 INTRODUCTION......................................................................................................................................................128
2 DESCRIBING VS. EXPLAINING............................................................................................................................129
3 SIMULATIONS MODELS AS RESEARCH TOOL FOR EXPLANATORY MECHANISMS..............................134
4 CONCLUSION...........................................................................................................................................................138
Section 2
Some Examples of Empirical Applications
Chapter 5
A Comparison between International Trade and R D Collaboration Networks in the European
Aerospace Sector.................................................................................................................................141
INTRODUCTION.........................................................................................................................................................142
THEORETICAL BACKGROUND...............................................................................................................................142
METHODOLOGICAL ISSUES....................................................................................................................................143
THE ANALYSIS THROUGH AGGREGATE AND BOTTOM-UP INDEXES..........................................................154
CORE-PERIPHERY ANALYSIS..................................................................................................................................159
CONCLUSION..............................................................................................................................................................161
Chapter 6
An International Trade Comparison of Two Supposedly Different Sectors: An Investigation on
Inter-Sectoral Diversity and Sectoral Trade Stability.........................................................................172
INTRODUCTION.........................................................................................................................................................173
METHODOLOGICAL ASPECTS................................................................................................................................174
AEROSPACE TRADE WEB........................................................................................................................................176
COMMON EARTH MATERIALS RADE WEB.........................................................................................................178
TOPOLOGICAL SIMILARITY...................................................................................................................................180
SCALE-FREE AND SMALL-WORLD PROPERTIES...............................................................................................183
ASSORTATIVITY AND CORE-PERIPHERY ANALYSIS........................................................................................184
ASSORTATIVITY AND CORE-PERIPHERY ANALYSIS.......................................................................................085
ASSORTATIVITY AND CORE-PERIPHERY ANALYSIS........................................................................................186
A STRAIGHT COMPARISON.....................................................................................................................................190
SYNTHETIC EVALUATIONS.....................................................................................................................................193
CONCLUSION..............................................................................................................................................................196
Chapter 7
A Methodology to Measure the Hierarchical Degree of Formal Organizations.................................206
INTRODUCTION.........................................................................................................................................................206
PREVIOUS RESEARCH..............................................................................................................................................208
RESEARCH QUESTIONS............................................................................................................................................211
METHODOLOGY.........................................................................................................................................................215
RESULTS......................................................................................................................................................................219
DISCUSSION................................................................................................................................................................219
CONCLUSION..............................................................................................................................................................223
Chapter 8
The Role of Proximity in Inter-Organizational Network Evolution: An Application of Actor-
Oriented Modeling for Longitudinal Network Analysis.....................................................................232
INTRODUCTION.........................................................................................................................................................232
THE ROLE OF PROXIMITY IN INTER-ORGANIZATIONAL RELATIONS: SOME INSIGHTS.........................234
STOCHASTIC ACTOR-ORIENTED MODELS FOR LONGITUDINAL NETWORK ANALYSIS.........................236
RESULTS OF THE LONGITUDINAL ANALYSIS....................................................................................................244
CONCLUSION..............................................................................................................................................................248
Chapter 9
The Role of Knowledge Heterogeneity in Industrial Clusters Knowledge Dynamics: An
Application of the Boolean Network Simulation Modeling...............................................................257
INTRODUCTION.........................................................................................................................................................258
NK MODELING AND PREVIOUS CONTRIBUTIONS............................................................................................259
METHODOLOGY.........................................................................................................................................................261
THE KNOWLEDGE NETWORK WITHIN THE NETWORK OF COLLABORATIONS FOR INNOVATIONS ...263
EXPERIMENTS DESIGN............................................................................................................................................265
RESULTS......................................................................................................................................................................267
RESULTS......................................................................................................................................................................268
DISCUSSION AND CONCLUSION............................................................................................................................270
Chapter 10
Innovations and Organizational Structures.........................................................................................283
1 INTRODUCTION......................................................................................................................................................283
2 PSEUDO-NK: A NEW MODEL FOR COMPLEXITY............................................................................................285
3 A MODEL FOR ORGANIZATIONAL DECISION MAKING................................................................................290
4 RESULTS...................................................................................................................................................................293
5 CONCLUSION...........................................................................................................................................................297
Chapter 11
Neural Network Modeling for Organizational Psychology.................................................................300
INTRODUCTION.........................................................................................................................................................300
THE ANN MODELS USED IN ORGANIZATIONAL PSYCHOLOGY....................................................................301
THE EMERGENCE OF INDIVIDUAL CONSTRUCTS.............................................................................................303
THE EMERGENCE OF COLLECTIVE CONSTRUCTS............................................................................................308
CONCLUSION..............................................................................................................................................................309
Chapter 12
Knowledge Creation, Growth, and Transfer within Industrial Networks of Practices: The Role of
Absorptive Capacity and Direct Centrality.........................................................................................313
INTRODUCTION.........................................................................................................................................................313
THEORETICAL BACKGROUND...............................................................................................................................314
THE KNOWTIC MODEL.............................................................................................................................................317
CONFIGURATION OF VIRTUAL EXPERIMENTS..................................................................................................324
THE MAIN RESULTS..................................................................................................................................................326
DISCUSSION AND CONCLUSION............................................................................................................................333
Chapter 13
On the Relationships between Connection Modes and Workgroup Performance: The Moderating
Role of Group Size and Task Complexity..........................................................................................348
INTRODUCTION.........................................................................................................................................................349
KEY CONCEPTS..........................................................................................................................................................351
MODEL DESCRIPTION AND RESEARCH DESIGN...............................................................................................356
RESULTS ON SINGLE MODE SPECIALIZED GROUPS.........................................................................................360
CONCLUSION..............................................................................................................................................................365
Chapter 14
Knowledge-Driven Agglomeration Processes: An Agent-Based Simulation Study...........................373
1. INTRODUCTION.....................................................................................................................................................373
2. THEORETICAL BACKGROUND...........................................................................................................................375
3. METHODOLOGY: AGENT-BASED COMPUTATIONAL MODELLING...........................................................377
4. THE AGENT-BASED MODEL OF THE GEOGRAPHICAL CLUSTERING PROCESSES................................379
5. THE SIMULATION ANALYSIS..............................................................................................................................387
6. CONCLUSION..........................................................................................................................................................391
Conclusion.........................................................................................................................................397
Glossary.............................................................................................................................................412
Compilation of References...............................................................................................................416
About the Authors.............................................................................................................................480
Index...................................................................................................................................................483
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| spelling | Biggiero, Lucio 1955- Verfasser aut Relational methodologies and epistemology in economics and management sciences Lucio Biggiero(Università dell' Aquila, Italy), Pier Paolo Angelini (Interuniversity Research Centre for Sustainable Development (CIRPS), Italy), Mario Basevi (Italian National Institute of Statistics, Italy), Nunzia Carbonara (Politecnico di Bari, Italy), Antonio Mastrogiorgio (Interuniversity Research Centre for Sustainable Development (CIRPS), Italy), Eliano Pessa (University of Pavia, Italy), Enrico Sevi (Università dell' Aquila, Italy), Marco Valente (Università dell' Aquila, Italy) Hershey, PA Information Science Reference, An Imprint of IGI Global [2016] © 2016 xxi, 485 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Advances in the finance, accounting, and economics (AFAE) book series Includes bibliographical references (pages 416-479) and index "This book identifies and presents the four main network-based methodologies including network analysis, Boolean network simulation modeling, artificial neural network simulation modeling, and agent-based simulation modeling in addition to their conceptual-epistemological implications and concrete applications within the social and natural sciences"... Naturwissenschaft Sozialwissenschaften Social sciences Methodology Science Methodology Social epistemology Knowledge, Theory of Wissenschaftstheorie (DE-588)4117665-0 gnd rswk-swf Wirtschaftswissenschaften (DE-588)4066528-8 gnd rswk-swf Wirtschaftswissenschaften (DE-588)4066528-8 s Wissenschaftstheorie (DE-588)4117665-0 s DE-604 Angelini, Pier Paolo Verfasser aut Basevi, Mario Verfasser aut Carbonara, Nunzia Verfasser aut Mastrogiorgio, Antonio Verfasser aut Pessa, Eliano Verfasser aut Sevi, Enrico Verfasser aut Valente, Marco Verfasser (DE-588)136690556 aut Erscheint auch als Online-Ausgabe 978-1-4666-9771-3 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029167141&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Biggiero, Lucio 1955- Angelini, Pier Paolo Basevi, Mario Carbonara, Nunzia Mastrogiorgio, Antonio Pessa, Eliano Sevi, Enrico Valente, Marco Relational methodologies and epistemology in economics and management sciences Naturwissenschaft Sozialwissenschaften Social sciences Methodology Science Methodology Social epistemology Knowledge, Theory of Wissenschaftstheorie (DE-588)4117665-0 gnd Wirtschaftswissenschaften (DE-588)4066528-8 gnd |
| subject_GND | (DE-588)4117665-0 (DE-588)4066528-8 |
| title | Relational methodologies and epistemology in economics and management sciences |
| title_auth | Relational methodologies and epistemology in economics and management sciences |
| title_exact_search | Relational methodologies and epistemology in economics and management sciences |
| title_full | Relational methodologies and epistemology in economics and management sciences Lucio Biggiero(Università dell' Aquila, Italy), Pier Paolo Angelini (Interuniversity Research Centre for Sustainable Development (CIRPS), Italy), Mario Basevi (Italian National Institute of Statistics, Italy), Nunzia Carbonara (Politecnico di Bari, Italy), Antonio Mastrogiorgio (Interuniversity Research Centre for Sustainable Development (CIRPS), Italy), Eliano Pessa (University of Pavia, Italy), Enrico Sevi (Università dell' Aquila, Italy), Marco Valente (Università dell' Aquila, Italy) |
| title_fullStr | Relational methodologies and epistemology in economics and management sciences Lucio Biggiero(Università dell' Aquila, Italy), Pier Paolo Angelini (Interuniversity Research Centre for Sustainable Development (CIRPS), Italy), Mario Basevi (Italian National Institute of Statistics, Italy), Nunzia Carbonara (Politecnico di Bari, Italy), Antonio Mastrogiorgio (Interuniversity Research Centre for Sustainable Development (CIRPS), Italy), Eliano Pessa (University of Pavia, Italy), Enrico Sevi (Università dell' Aquila, Italy), Marco Valente (Università dell' Aquila, Italy) |
| title_full_unstemmed | Relational methodologies and epistemology in economics and management sciences Lucio Biggiero(Università dell' Aquila, Italy), Pier Paolo Angelini (Interuniversity Research Centre for Sustainable Development (CIRPS), Italy), Mario Basevi (Italian National Institute of Statistics, Italy), Nunzia Carbonara (Politecnico di Bari, Italy), Antonio Mastrogiorgio (Interuniversity Research Centre for Sustainable Development (CIRPS), Italy), Eliano Pessa (University of Pavia, Italy), Enrico Sevi (Università dell' Aquila, Italy), Marco Valente (Università dell' Aquila, Italy) |
| title_short | Relational methodologies and epistemology in economics and management sciences |
| title_sort | relational methodologies and epistemology in economics and management sciences |
| topic | Naturwissenschaft Sozialwissenschaften Social sciences Methodology Science Methodology Social epistemology Knowledge, Theory of Wissenschaftstheorie (DE-588)4117665-0 gnd Wirtschaftswissenschaften (DE-588)4066528-8 gnd |
| topic_facet | Naturwissenschaft Sozialwissenschaften Social sciences Methodology Science Methodology Social epistemology Knowledge, Theory of Wissenschaftstheorie Wirtschaftswissenschaften |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029167141&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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