Class information for:
Level 1: BUSINESS MODEL//BUSINESS MODEL INNOVATION//BUSINESS ECOSYSTEM

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
15553 706 47.1 40%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
17 3       BUSINESS//BUSINESS, FINANCE//MANAGEMENT 121089
17 2             BUSINESS//MANAGEMENT//STRATEGIC MANAGEMENT JOURNAL 37259
15553 1                   BUSINESS MODEL//BUSINESS MODEL INNOVATION//BUSINESS ECOSYSTEM 706

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 BUSINESS MODEL authKW 1689418 22% 25% 158
2 BUSINESS MODEL INNOVATION authKW 1116387 6% 59% 44
3 BUSINESS ECOSYSTEM authKW 593121 3% 57% 24
4 SOFTWARE ECOSYSTEMS authKW 385307 2% 64% 14
5 DESIGN THEMES authKW 173000 1% 100% 4
6 DISRUPTIVE INNOVATION authKW 172968 3% 20% 20
7 BUSINESS MODEL DESIGN authKW 154461 1% 71% 5
8 MOBILE COMPUTING INDUSTRY authKW 129750 0% 100% 3
9 ADVANCES IN STRATEGIC MANAGEMENT-A RESEARCH ANNUAL journal 100297 2% 15% 15
10 BUSINESS MODEL CANVAS authKW 98853 1% 57% 4

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Management 39858 52% 0% 364
2 Business 32840 40% 0% 280
3 Planning & Development 4547 11% 0% 77
4 Information Science & Library Science 1635 8% 0% 55
5 Engineering, Industrial 1353 8% 0% 55
6 Operations Research & Management Science 666 7% 0% 52
7 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY 641 4% 0% 29
8 Computer Science, Information Systems 448 7% 0% 50
9 Environmental Studies 299 4% 0% 28
10 Computer Science, Software Engineering 235 5% 0% 33

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ADM POS PROGRAM PPGADM E 43250 0% 100% 1
2 AMSTERDAM E BUSINESS 43250 0% 100% 1
3 AREA MECHATRON PROD MFG INNOVAT 43250 0% 100% 1
4 BASE PIRAMIDE 43250 0% 100% 1
5 BUSINESS INFORMAT SYST ENGN 43250 0% 100% 1
6 BUSINESS MODEL ENGN INNOVAT 43250 0% 100% 1
7 CANADA CHAIR HLTH CARE GOVERNANCE TRANSFORM 43250 0% 100% 1
8 CHAIR BUSINESS ETH MANAGEMENT 43250 0% 100% 1
9 CHAIR MANAGEMENT INNOVAT TECHNOL 43250 0% 100% 1
10 CHEM SOC GRP 43250 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ADVANCES IN STRATEGIC MANAGEMENT-A RESEARCH ANNUAL 100297 2% 15% 15
2 LONG RANGE PLANNING 29764 5% 2% 34
3 HARVARD BUSINESS REVIEW 19317 5% 1% 33
4 TECHNOVATION 12336 3% 1% 22
5 MIT SLOAN MANAGEMENT REVIEW 11618 2% 2% 12
6 STRATEGIC ENTREPRENEURSHIP JOURNAL 10799 1% 4% 7
7 R & D MANAGEMENT 9057 2% 1% 15
8 TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT 8587 2% 1% 14
9 TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE 7314 3% 1% 22
10 STRATEGIC ORGANIZATION 6877 1% 3% 5

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 BUSINESS MODEL 1689418 22% 25% 158 Search BUSINESS+MODEL Search BUSINESS+MODEL
2 BUSINESS MODEL INNOVATION 1116387 6% 59% 44 Search BUSINESS+MODEL+INNOVATION Search BUSINESS+MODEL+INNOVATION
3 BUSINESS ECOSYSTEM 593121 3% 57% 24 Search BUSINESS+ECOSYSTEM Search BUSINESS+ECOSYSTEM
4 SOFTWARE ECOSYSTEMS 385307 2% 64% 14 Search SOFTWARE+ECOSYSTEMS Search SOFTWARE+ECOSYSTEMS
5 DESIGN THEMES 173000 1% 100% 4 Search DESIGN+THEMES Search DESIGN+THEMES
6 DISRUPTIVE INNOVATION 172968 3% 20% 20 Search DISRUPTIVE+INNOVATION Search DISRUPTIVE+INNOVATION
7 BUSINESS MODEL DESIGN 154461 1% 71% 5 Search BUSINESS+MODEL+DESIGN Search BUSINESS+MODEL+DESIGN
8 MOBILE COMPUTING INDUSTRY 129750 0% 100% 3 Search MOBILE+COMPUTING+INDUSTRY Search MOBILE+COMPUTING+INDUSTRY
9 BUSINESS MODEL CANVAS 98853 1% 57% 4 Search BUSINESS+MODEL+CANVAS Search BUSINESS+MODEL+CANVAS
10 BUSINESS MODEL FOR SUSTAINABILITY 86500 0% 100% 2 Search BUSINESS+MODEL+FOR+SUSTAINABILITY Search BUSINESS+MODEL+FOR+SUSTAINABILITY

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 ZOTT, C , AMIT, R , MASSA, L , (2011) THE BUSINESS MODEL: RECENT DEVELOPMENTS AND FUTURE RESEARCH.JOURNAL OF MANAGEMENT. VOL. 37. ISSUE 4. P. 1019 -1042 31 69% 324
2 FOSS, NJ , SAEBI, T , (2017) FIFTEEN YEARS OF RESEARCH ON BUSINESS MODEL INNOVATION: HOW FAR HAVE WE COME, AND WHERE SHOULD WE GO?.JOURNAL OF MANAGEMENT. VOL. 43. ISSUE 1. P. 200 -227 50 62% 0
3 WIRTZ, BW , PISTOIA, A , ULLRICH, S , GOTTEL, V , (2016) BUSINESS MODELS: ORIGIN, DEVELOPMENT AND FUTURE RESEARCH PERSPECTIVES.LONG RANGE PLANNING. VOL. 49. ISSUE 1. P. 36 -54 31 65% 8
4 CORTIMIGLIA, MN , GHEZZI, A , FRANK, AG , (2016) BUSINESS MODEL INNOVATION AND STRATEGY MAKING NEXUS: EVIDENCE FROM A CROSS-INDUSTRY MIXED-METHODS STUDY.R & D MANAGEMENT. VOL. 46. ISSUE 3. P. 414 -432 29 67% 2
5 LANDAU, C , KARNA, A , SAILER, M , (2016) BUSINESS MODEL ADAPTATION FOR EMERGING MARKETS: A CASE STUDY OF A GERMAN AUTOMOBILE MANUFACTURER IN INDIA.R & D MANAGEMENT. VOL. 46. ISSUE 3. P. 480 -503 30 68% 0
6 KLANG, D , WALLNOFER, M , HACKLIN, F , (2014) THE BUSINESS MODEL PARADOX: A SYSTEMATIC REVIEW AND EXPLORATION OF ANTECEDENTS.INTERNATIONAL JOURNAL OF MANAGEMENT REVIEWS. VOL. 16. ISSUE 4. P. 454 -478 34 49% 9
7 LAMBERT, SC , DAVIDSON, RA , (2013) APPLICATIONS OF THE BUSINESS MODEL IN STUDIES OF ENTERPRISE SUCCESS, INNOVATION AND CLASSIFICATION: AN ANALYSIS OF EMPIRICAL RESEARCH FROM 1996 TO 2010.EUROPEAN MANAGEMENT JOURNAL. VOL. 31. ISSUE 6. P. 668-681 26 63% 20
8 BERENDS, H , SMITS, A , REYMEN, I , PODOYNITSYNA, K , (2016) LEARNING WHILE (RE)CONFIGURING: BUSINESS MODEL INNOVATION PROCESSES IN ESTABLISHED FIRMS.STRATEGIC ORGANIZATION. VOL. 14. ISSUE 3. P. 181 -219 35 49% 0
9 RAYNA, T , STRIUKOVA, L , (2016) FROM RAPID PROTOTYPING TO HOME FABRICATION: HOW 3D PRINTING IS CHANGING BUSINESS MODEL INNOVATION.TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE. VOL. 102. ISSUE . P. 214 -224 14 67% 9
10 VEIT, D , CLEMONS, E , BENLIAN, A , BUXMANN, P , HESS, T , SPANN, M , KUNDISCH, D , LEIMEISTER, JM , LOOS, P , (2014) BUSINESS MODELS AN INFORMATION SYSTEMS RESEARCH AGENDA.BUSINESS & INFORMATION SYSTEMS ENGINEERING. VOL. 6. ISSUE 1. P. 45-53 21 62% 18

Classes with closest relation at Level 1


Rank Class id link
1 15895 SOCIAL ENTREPRENEURSHIP//BASE OF THE PYRAMID//SOCIAL ENTERPRISE
2 22530 ROADMAPPING//TECHNOLOGY ROADMAP//TECHNOLOGY ROADMAPPING
3 23564 NK MODEL//VALUE BASED STRATEGY//INT BUSINESS POLICY
4 10230 NETWORK EFFECTS//NETWORK EXTERNALITIES//INDIRECT NETWORK EFFECTS
5 37327 BOSTON CONSULTING GRP BRUCE D HENDERSON CHAIR PRO//CAPABILITY TO INNOVATE//CREATIVE TEAM
6 26441 INTERNATIONAL ENTREPRENEURSHIP AND MANAGEMENT JOURNAL//MANAGEMENT DECISION//SMALL SERVICES
7 9392 OPEN INNOVATION//USER INNOVATION//LEAD USERS
8 280 KNOWLEDGE MANAGEMENT//JOURNAL OF KNOWLEDGE MANAGEMENT//KNOWLEDGE MANAGEMENT RESEARCH & PRACTICE
9 4297 SERVICE DOMINANT LOGIC//VALUE CO CREATION//SERVICE INNOVATION
10 16258 MULTIMARKET CONTACT//COMPETITIVE DYNAMICS//ENTRY TIMING

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