Dealing with digital information richness in supply chain management - a review and a big data analytics approach:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Kassel
Kassel University Press
2015
|
| Schriftenreihe: | Supply chain management
Band 7 |
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | xvi, 407 Seiten Illustrationen 21 cm |
| ISBN: | 9783862199266 |
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Datensatz im Suchindex
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CONTENTS
CONTENTS
ACKNOWLEDGEMENTS V
PREFACE VI
GLOSSARY XII
FIGURES XIII
TABLES XIV
1 INTRODUCTION 1
1.1 MOTIVATION 1
1.2 RESEARCH QUESTIONS 3
1.3 STRUCTURE OF THE DISSERTATION AND CHAPTER OVERVIEW 4
2 SUPPLY CHAIN
MANAGEMENT: AN OVERVIEW, RESEARCH STRATEGIES, AND
METHODOLOGIES 9
2.1 DEFINITION OF LOGISTICS AND SUPPLY CHAIN MANAGEMENT 9
2.2 RESEARCH STRATEGIES IN SCM: ONTOLOGICAL, EPISTEMOLOGICAL, AND
METHODOLOGICAL PERSPECTIVES 12
3 SELECTION AND JUSTIFICATION OF RESEARCH
METHODS USED IN EMPIRICAL DESK
RESEARCH PART OF THE DISSERTATION 21
3.1 LITERATURE REVIEW RESEARCH 21
3.2 CONTENT ANALYSIS 27
3.3 CONTINGENCY ANALYSIS 29
3.4 RESEARCH QUALITY CONSIDERATIONS 31
4 A CONCEPTUAL "FRAMEWORK MAP"
OF SCM 33
4.1 DEVELOPMENT OF THE CLASSIFICATION FRAMEWORK 33
4.2 DIMENSIONS OF THE "FRAMEWORK MAP" 37
4.2.1 DIMENSION: LEVEL OF SCM ANALYSIS 37
4.2.2 DIMENSION: ORIENTATION
OF SCM 39
4.2.3 DIMENSION: FUNCTIONAL
SCOPE OF SCM: COLLABORATION/INTEGRATION 40
4.2.4 DIMENSION: FUNCTIONAL
SCOPE OF SCM: RISK/PERFORMANCE 44
4.2.5 DIMENSION: FUNCTIONAL SCOPE OF SCM: STRATEGY 49
4.2.6 DIMENSION: THEORETICAL FOUNDATION 58
5 CONTENT ANALYSIS APPLICATION USING THE "FRAMEWORK
MAP" 64
5.1 MATERIAL COLLECTION 64
5.2 DESCRIPTIVE ANALYSIS 67
VII
HTTP://D-NB.INFO/1069342483
CONTENTS
5.2.1 DISTRIBUTION OF ARTICLES ACROSS JOURNALS AND YEARS 68
5.2.2 DISTRIBUTION OF JOURNALS INCLUDED IN LITERATURE REVIEWS OF SAMPLE
69
5.2.3 FORMAL ASPECTS OF THE 103 LITERATURE REVIEW ARTICLES
(TRANSPARENCY) 72
5.2.4 ORIGIN OF ANALYTIC CATEGORIES FOR ANALYZING THE CONTENTS OF THE
103
ARTICLES (DEDUCTIVE / INDUCTIVE) 73
5.2.5 TYPE OF DATA ANALYSIS USE IN LITERATURE REVIEW SAMPLE (QUALITATIVE
/
QUANTITATIVE) 74
5.2.6 MULTIVARIATE DATA ANALYSIS METHOD
USAGE IN LITERATURE REVIEW SAMPLE. 75
5.2.7 QUALITY MEASURES APPLIED
IN LITERATURE REVIEW SAMPLE 77
5.2.8 GROUNDING OF THE 103 LITERATURE REVIEW ARTICLES IN STREAMS OF
LITERATURE. 78
5.2.9 LIMITATIONS IDENTIFIED IN SAMPLE LITERATURE REVIEWS 79
5.3 CATEGORY SELECTION 80
5.4 MATERIAL EVALUATION 81
6 FINDINGS FROM THE LITERATURE REVIEW 85
6.1 DIMENSION: LEVEL
OF SCM ANALYSIS 86
6.1.1 SCM VIEW OF LITERATURE 86
6.1.2 CONCEPTUAL FRAMING OF SCM 88
6.1.3 BUSINESS FUNCTIONS INVOLVED IN SCM 89
6.2 DIMENSION: ORIENTATION OF SCM 91
6.2.1 TYPES OF FLOW 91
6.2.2 DIRECTION OF FLOW 93
6.3 DIMENSION: FUNCTIONAL SCOPE OF SCM: COLLABORATION / INTEGRATION 94
6.3.1 COLLABORATION 94
6.3.2 INTEGRATION 96
6.3.3 INFORMATION-SHARING 98
6.3.4 PROCESS IMPROVEMENT ORIENTATION 99
6.3.5 LEADERSHIP 101
6.4 DIMENSION: FUNCTIONAL SCOPE OF SCM: RISK / PERFORMANCE 103
6.4.1 SUPPLY CHAIN RISK MANAGEMENT 103
6.4.2 REWARDS-SHARING (BENEFITS) 107
6.4.3 SUPPLY CHAIN PERFORMANCE 107
6.5 DIMENSION: FUNCTIONAL SCOPE OF SCM: STRATEGY 111
6.5.1 SUPPLY CHAIN PLANNING 111
6.5.2 INNOVATION 113
6.5.3 CUSTOMER FOCUS 115
6.5.4 TOP MANAGEMENT SUPPORT 116
VIII
CONTENTS
6.5.5 COMPETITIVE ADVANTAGE 118
6.5.6 INFORMATION TECHNOLOGY 120
6.5.7 LEAN AND AGILE SUPPLY STRATEGIES 123
6.5.8 SUSTAINABILITY 128
6.5.9 OUTSOURCING 132
6.6 DIMENSION: THEORETICAL
FOUNDATION 135
6.6.1 ECONOMICS THEORY 136
6.6.2 STRATEGIC MANAGEMENT THEORY 138
6.6.3 OPERATIONS MANAGEMENT THEORY 140
6.6.4 PSYCHOLOGICAL / SOCIOLOGICAL THEORY 142
6.7 CONTINGENCY ANALYSIS 147
6.7.1 APPLICATION OF CONTINGENCY ANALYSIS TO LITERATURE
REVIEW DATASET 148
6.7.2 RESULTS AND FINDINGS OF THE CONTINGENCY ANALYSIS ASSESSMENT 153
6.7.3 INTERPRETATION OF CATEGORY INTERDEPENDENCIES AND INTERRELATIONS
168
6.8 SUMMARY OF IDENTIFIED UNDER-REPRESENTED AREAS
IN THE
DIMENSIONS 182
6.8.1 DIMENSION: LEVEL OF SCM ANALYSIS 182
6.8.2 DIMENSION: ORIENTATION
OF SCM 184
6.8.3 DIMENSION: FUNCTIONAL SCOPE OF SCM: COLLABORATION / INTEGRATION
184
6.8.4 DIMENSION: FUNCTIONAL
SCOPE OF SCM: RISK / PERFORMANCE 186
6.8.5 DIMENSION: FUNCTIONAL SCOPE OF SCM: STRATEGY 187
6.8.6 DIMENSION: THEORETICAL FOUNDATION 190
7 DISCUSSION OF THE DISSERTATION'S DESK RESEARCH PART 193
7.1 CONTRIBUTION 193
7.2 ACADEMIC AND MANAGERIAL
IMPLICATIONS 197
7.3 STRENGTHS OF THE DESK RESEARCH
PART 198
7.4 LIMITATIONS OF THE DESK RESEARCH
PART 203
7.5 RECOMMENDATIONS FOR FURTHER RESEARCH 205
7.6 PUTTING THEORY INTO PRACTICE: AN EXPLORATORY APPROACH FOR THE
ASSESSMENT OF AN EXEMPLARY UNDER-REPRESENTED AREA 207
8 THE DIGITAL TRANSFORMATION
OF BUSINESSES: BIG DATA ANALYTICS AND THE
ROLE OF INFORMATION 209
8.1 THE DIGITAL TRANSFORMATION OF THE BUSINESS LANDSCAPE 209
8.2 BIG DATA AND ANALYTICS: AN OVERVIEW
IN A MANAGEMENT CONTEXT 211
8.2.1 DEFINITION AND
KEY ASPECTS 211
8.2.2 DEFINING THE SCOPE
OF BIG DATA ANALYTICS 215
8.3 RESEARCH QUESTION DEVELOPMENT (RQ5) 217
IX
CONTENTS
8.4 THE VALUE OF BIG DATA ANALYTICS FOR SUPPORTING THE PROVISIONING OF
INFORMATION ON A BUSINESS FUNCTION LEVEL 220
8.5 A CONCEPTUAL FRAMEWORK FOR THE ASSESSMENT OF INFORMATION
REQUIREMENTS 224
8.5.1 IDENTIFYING A THEORETICAL FOUNDATION FOR THE CONCEPTUAL FRAMEWORK
224
8.5.2 DEVELOPMENT OF THE CONCEPTUAL FRAMEWORK 226
9 ASSESSING THE IMPACT OF BIG DATA ANALYTICS ON CORPORATE AND SUPPLY
CHAIN LEVEL
- A DELPHI STUDY APPROACH 234
9.1 DEFINITION OF THE DELPHI METHODOLOGY 234
9.2 CHARACTERISTICS OF THE DELPHI METHODOLOGY 237
9.3 JUSTIFICATION FOR SELECTED RESEARCH METHOD 243
9.4 APPLICATION OF THE DELPHI METHODOLOGY 244
9.4.1 DESIGN OF THE DELPHI STUDY 244
9.4.2 SELECTION OF EXPERTS 246
9.4.3 DATA COLLECTION PROCESS AND
RESPONSE RATE 250
9.5 PRESENTATION OF DELPHI STUDY RESULTS 259
9.5.1 ROUND 1 (INITIAL QUESTIONS) 259
9.5.2 ROUND 2 (PRIORITIZING OF DEVELOPED CONSTRUCTS) 286
9.5.3 ROUND 3 (VALIDATION
OF GROUP RESPONSE AGAINST INDIVIDUAL RESPONSE). 293
10 ASSESSING THE FINDINGS FROM THE
DELPHI STUDY 298
10.1 OPPORTUNITIES AND CHALLENGES OF BIG DATA ANALYTICS ON CORPORATE AND
SUPPLY CHAIN LEVEL 298
10.1.1 KEY OPPORTUNITIES ON CORPORATE LEVEL 305
10.1.2 KEY OPPORTUNITIES ON SUPPLY CHAIN LEVEL 307
10.1.3 KEY CHALLENGES ON CORPORATE LEVEL 310
10.1.4 KEY CHALLENGES ON SUPPLY
CHAIN LEVEL 313
10.2 APPLYING THE DELPHI STUDY FINDINGS TO THE INFORMATION REQUIREMENTS
FRAMEWORK 315
10.3 INTERLINKING OVERARCHING DELPHI STUDY CONSTRUCTS WITH LITERATURE
REVIEW
INSIGHTS 326
10.3.1 OVERARCHING CONSTRUCT "SUPPLY
CHAIN VISIBILITY AND TRANSPARENCY" 328
10.3.2 OVERARCHING CONSTRUCT "RESPONSIVENESS" 331
10.3.3 OVERARCHING CONSTRUCT "INTEGRATION AND COLLABORATION" 333
10.3.4 OVERARCHING CONSTRUCT "IT CAPABILITIES AND INFRASTRUCTURE" 335
10.3.5 OVERARCHING CONSTRUCT "INFORMATION AND CYBER SECURITY" 337
11 DISCUSSION OF THE DISSERTATION'S FIELD RESEARCH PART 341
11.1 CONTRIBUTION 341
X
CONTENTS
11.2 ACADEMIC AND MANAGERIAL IMPLICATIONS 343
11.3 STRENGTHS OF THE FIELD RESEARCH PART 346
11.4 LIMITATIONS OF THE FIELD RESEARCH PART 350
11.5 RECOMMENDATIONS FOR FURTHER RESEARCH 353
12 CONCLUSION 358
12.1 SUMMARIZATION 358
12.2 REFLECTION 361
REFERENCES 364
APPENDICES 397
XI |
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| spelling | Kache, Florian Verfasser aut Dealing with digital information richness in supply chain management - a review and a big data analytics approach Florian Kache Kassel Kassel University Press 2015 xvi, 407 Seiten Illustrationen 21 cm txt rdacontent n rdamedia nc rdacarrier Supply chain management Band 7 Dissertation Universität Kassel 2014 Big Data (DE-588)4802620-7 gnd rswk-swf Supply Chain Management (DE-588)4684051-5 gnd rswk-swf digital information Big Data Analytics Supply Chain Management company (DE-588)4113937-9 Hochschulschrift gnd-content Supply Chain Management (DE-588)4684051-5 s Big Data (DE-588)4802620-7 s DE-604 Erscheint auch als Online-Ausgabe 10.19211/KUP9783862199273 978-3-86219-927-3 Erscheint auch als Online-Ausgabe urn:nbn:de:0002-39278 Supply chain management Band 7 (DE-604)BV039702471 7 https://www.upress.uni-kassel.de/katalog/abstract.php?978-3-86219-926-6 Verlag kostenfrei Volltext X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=5199551&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028378649&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Kache, Florian Dealing with digital information richness in supply chain management - a review and a big data analytics approach Supply chain management Big Data (DE-588)4802620-7 gnd Supply Chain Management (DE-588)4684051-5 gnd |
| subject_GND | (DE-588)4802620-7 (DE-588)4684051-5 (DE-588)4113937-9 |
| title | Dealing with digital information richness in supply chain management - a review and a big data analytics approach |
| title_auth | Dealing with digital information richness in supply chain management - a review and a big data analytics approach |
| title_exact_search | Dealing with digital information richness in supply chain management - a review and a big data analytics approach |
| title_full | Dealing with digital information richness in supply chain management - a review and a big data analytics approach Florian Kache |
| title_fullStr | Dealing with digital information richness in supply chain management - a review and a big data analytics approach Florian Kache |
| title_full_unstemmed | Dealing with digital information richness in supply chain management - a review and a big data analytics approach Florian Kache |
| title_short | Dealing with digital information richness in supply chain management - a review and a big data analytics approach |
| title_sort | dealing with digital information richness in supply chain management a review and a big data analytics approach |
| topic | Big Data (DE-588)4802620-7 gnd Supply Chain Management (DE-588)4684051-5 gnd |
| topic_facet | Big Data Supply Chain Management Hochschulschrift |
| url | https://www.upress.uni-kassel.de/katalog/abstract.php?978-3-86219-926-6 http://deposit.dnb.de/cgi-bin/dokserv?id=5199551&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028378649&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV039702471 |
| work_keys_str_mv | AT kacheflorian dealingwithdigitalinformationrichnessinsupplychainmanagementareviewandabigdataanalyticsapproach |