Software tools for business model innovation: current state and future challenges

Software tools for business model development hold great promise for supporting business model innovation, but nonetheless, virtually no design-relevant knowledge exists concerning the functions that such tools should possess. As a result, practitioners lack guidance for choosing software tools, and researchers lack a foundation for advancing knowledge on these tools in a cumulative way. To address these issues, we synthesize knowledge from research on software tools for business model development and adjacent fields with the results of an analysis of 24 software tools from practice. Our contribution is threefold. First, we provide a comprehensive taxonomy that identifies 43 characteristic functions of software-based business model development tools. Second, we provide a classification of existing software tools for the taxonomy and, on this basis, third, we derive an agenda for future research. We thus support practitioners’ decision making on tool (re-)design and investment, and provide the foundation for a cumulative stream of research on software tools for business model development.

[1]  Thorsten Schoormann,et al.  Sustainability in Business Models - a literature-Review-based Design-Science-Oriented Research Agenda , 2016, ECIS.

[2]  Jeffrey V. Nickerson,et al.  A literature review on individual creativity support systems , 2017, Comput. Hum. Behav..

[3]  Jan Muntermann,et al.  What do FinTechs actually do? A Taxonomy of FinTech Business Models , 2017, ICIS.

[4]  Ron Weber,et al.  Research Commentary: Information Systems and Conceptual Modeling - A Research Agenda , 2002, Inf. Syst. Res..

[5]  Rüdiger Zarnekow,et al.  Common Patterns of Cloud Business Models , 2013, Americas Conference on Information Systems.

[6]  Harry Bouwman,et al.  Developing a decision support system for business model design , 2012, Electronic Markets.

[7]  A. Bock,et al.  The Business Model in Practice and its Implications for Entrepreneurship Research , 2011 .

[8]  Jan Marco Leimeister,et al.  Anatomy of Successful Business Models for Complex Services: Insights from the Telemedicine Field , 2015, J. Manag. Inf. Syst..

[9]  Malte Brettel,et al.  The Impact of Information Technology on New Product Development Performance , 2017 .

[10]  Shirley Gregor,et al.  The Nature of Theory in Information Systems , 2006, MIS Q..

[11]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .

[12]  Martin Schader,et al.  Personalized task recommendation in crowdsourcing information systems - Current state of the art , 2014, Decis. Support Syst..

[13]  Steve Blank Why the Lean Start-Up Changes Everything , 2013 .

[14]  T. P. Hughes,et al.  The Social Construction of Technological Systems: New Directions in the Sociology and History of Technology , 1989 .

[15]  Jacky Akoka,et al.  A Taxonomy of Evaluation Methods for Information Systems Artifacts , 2015, J. Manag. Inf. Syst..

[16]  Jan Marco Leimeister,et al.  An Empirical Taxonomy of Crowdfunding Intermediaries , 2014, ICIS.

[17]  Christine Legner,et al.  Business Model Management: Current Practices, Required Activities and IT Support , 2017, Wirtschaftsinformatik.

[18]  L. Vos Simulation games in business and marketing education: How educators assess student learning from simulations , 2015 .

[19]  Uli Eisert,et al.  Towards Systematic Business Model Innovation: Lessons from Product Innovation Management , 2012 .

[20]  Robert van Wessel Toward Corporate It Standardization Management: Frameworks and Solutions , 2010 .

[21]  Jan Recker,et al.  "Modeling with tools is easier, believe me" - The effects of tool functionality on modeling grammar usage beliefs , 2012, Inf. Syst..

[22]  Yves Pigneur,et al.  Computer Aided Business Model Design: Analysis of Key Features Adopted by Users , 2014, 2014 47th Hawaii International Conference on System Sciences.

[23]  Luis L. Martins,et al.  Unlocking the Hidden Value of Concepts: A Cognitive Approach to Business Model Innovation , 2015 .

[24]  Sarah Kaplan,et al.  Strategy and PowerPoint: An Inquiry into the Epistemic Culture and Machinery of Strategy Making , 2011, Organ. Sci..

[25]  George Mangalaraj,et al.  Are We Wielding this Hammer Correctly? A Reflective Review of the Application of Cluster Analysis in Information Systems Research , 2011, J. Assoc. Inf. Syst..

[26]  Gloria Barczak,et al.  Information Technology Tools in New Product Development: The Impact of Complementary Resources*,† , 2015 .

[27]  Oliver Gassmann,et al.  Design and Evaluation of a System Dynamics Based Business Model Evaluation Method , 2017, DESRIST.

[28]  Mark de Reuver,et al.  Business Model Roadmapping: A Practical Approach To Come From An Existing To A Desired Business Model , 2013 .

[29]  Oliver Gassmann,et al.  The Business Model Navigator: 55 Models That Will Revolutionise Your Business , 2014 .

[30]  Patrick Spieth,et al.  BUSINESS MODEL INNOVATION: TOWARDS AN INTEGRATED FUTURE RESEARCH AGENDA , 2013 .

[31]  Guido Noto,et al.  A dynamic business modelling approach to design and experiment new business venture strategies , 2017 .

[32]  Eric K. Clemons,et al.  Business Models , 2014, Bus. Inf. Syst. Eng..

[33]  Moritz von Hoffen,et al.  Peer-to-peer sharing and collaborative consumption platforms: a taxonomy and a reproducible analysis , 2017, Information Systems and e-Business Management.

[34]  P. Jarzabkowski,et al.  Strategy tools-in-use: A framework for understanding “technologies of rationality” in practice , 2015 .

[35]  Harry Bouwman,et al.  Achieving agility using business model stress testing , 2018, Electron. Mark..

[36]  I. Hutchby Technologies, Texts and Affordances , 2001 .

[37]  David J. Paper The value of creativity in business process re-engineering , 1997, Bus. Process. Manag. J..

[38]  Daniel R. Dolk,et al.  Analytical, computational and conceptual modeling in service science and systems , 2013, Inf. Syst. E Bus. Manag..

[39]  Jörg Becker,et al.  The Concept of Creativity in the Information Systems Discipline: Past, Present, and Prospects , 2010, Commun. Assoc. Inf. Syst..

[40]  Thomas John Supporting Business Model Idea Generation Through Machine-generated Ideas: A Design Theory , 2016, ICIS.

[41]  Yves Pigneur,et al.  Clarifying Business Models: Origins, Present, and Future of the Concept , 2005, Commun. Assoc. Inf. Syst..

[42]  Dennis Kundisch,et al.  Visual Languages for Modeling Business Models: A Critical Review and Future Research Directions , 2017, ICIS.

[43]  Felipe A. Csaszar,et al.  Positioning on a Multiattribute Landscape , 2014, Manag. Sci..

[44]  Michael Blackstock,et al.  Toward interoperability in a web of things , 2013, UbiComp.

[45]  Yves Pigneur,et al.  Business Model Design An Evaluation of Paper-based and Computer-Aided Canvases , 2014, BMSD 2014.

[46]  Patricia Baudier,et al.  Business Model Canvas Acceptance among French Entrepreneurship Students: Principles for Enhancing Innovation Artefacts in Business Education , 2017 .

[47]  Yves Pigneur,et al.  Supporting Business Model Modelling: A Compromise between Creativity and Constraints , 2009, TAMODIA.

[48]  Brian R. Gaines,et al.  Knowledge acquisition for knowledge-based systems: Notes on the state-of-the-art , 1989, Machine Learning.

[49]  Ken Schwaber,et al.  Agile Software Development with SCRUM , 2001 .

[50]  William J. Kettinger,et al.  Business Process Change: A Study of Methodologies, Techniques, and Tools , 1997, MIS Q..

[51]  Jan Muntermann,et al.  A method for taxonomy development and its application in information systems , 2013, Eur. J. Inf. Syst..

[52]  Rainer Alt,et al.  Editorial 22/1 , 2012, Electron. Mark..

[53]  Alan R. Hevner,et al.  POSITIONING AND PRESENTING DESIGN SCIENCE RESEARCH FOR MAXIMUM IMPACT 1 , 2013 .

[54]  Martin J. Eppler,et al.  NEW BUSINESS MODELS THROUGH COLLABORATIVE IDEA GENERATION , 2011 .

[55]  Krzysztof Czarnecki,et al.  Feature-based survey of model transformation approaches , 2006, IBM Syst. J..

[56]  Jaap Gordijn,et al.  Value-based requirements engineering: exploring innovative e-commerce ideas , 2003, Requirements Engineering.

[57]  Ingo R. Titze,et al.  Toward standards in acoustic analysis of voice , 1994 .

[58]  Rainer Alt,et al.  Status of business model and electronic market research: An interview with Alexander Osterwalder , 2014, Electron. Mark..

[59]  D. Teece Business Models, Business Strategy and Innovation , 2010 .

[60]  Björn Niehaves,et al.  Reconstructing the giant: On the importance of rigour in documenting the literature search process , 2009, ECIS.

[61]  Dirk Schneckenberg,et al.  Business Model Innovation – State of the Art and Future Challenges for the Field , 2014 .

[62]  Jan Marco Leimeister,et al.  Finding the Unicorn: Predicting Early Stage Startup Success Through a Hybrid Intelligence Method , 2017, ICIS.

[63]  Robby Robson Report on Learning Technology Standards , 2000 .

[64]  Andre Hanelt,et al.  A Taxonomy of Carsharing Business Models , 2016, ICIS.

[65]  P. Lombardi,et al.  Sharing economy as a new business model for energy storage systems , 2017 .

[66]  Astrid Reichel,et al.  The Effects of IT-Enabled Cognitive Stimulation Tools on Creative Problem Solving: A Dual Pathway to Creativity , 2016, J. Manag. Inf. Syst..

[67]  Florian Matthes,et al.  Improving Computer-Support for Collaborative Business Model Design and Exploration , 2014, BMSD 2014.

[68]  Mutaz M. Al-Debei,et al.  Developing a unified framework of the business model concept , 2010, Eur. J. Inf. Syst..

[69]  Yves Pigneur,et al.  Designing Business Models and Similar Strategic Objects: The Contribution of IS , 2013, J. Assoc. Inf. Syst..

[70]  Yves Pigneur,et al.  Visualizing Business Model Evolution with the Business Model Canvas: Concept and Tool , 2014, 2014 IEEE 16th Conference on Business Informatics.

[71]  Jan Mendling,et al.  Supporting Process Model Validation through Natural Language Generation , 2014, IEEE Transactions on Software Engineering.

[72]  Jan Marco Leimeister,et al.  Leveraging virtual business model innovation: a framework for designing business model development tools , 2016, Inf. Syst. J..

[73]  Jan Recker,et al.  Exploring cognitive style and task-specific preferences for process representations , 2016, Requirements Engineering.

[74]  Matthias Jarke,et al.  Business models for eGovernment services , 2010, Electron. Gov. an Int. J..

[75]  Mark de Reuver,et al.  Delft University of Technology Business model stress testing A practical approach to test the robustness of a business model , 2018 .

[76]  Jay F. Nunamaker,et al.  Facilitating Group Creativity: Experience with a Group Decision Support System , 1987, J. Manag. Inf. Syst..

[77]  Yves Pigneur,et al.  Business Model Generation: A handbook for visionaries, game changers and challengers , 2010 .

[78]  K. Eisenhardt Building theories from case study research , 1989, STUDI ORGANIZZATIVI.

[79]  Christopher L. Tucci,et al.  A Critical Assessment of Business Model Research , 2017 .

[80]  Shari Lawrence Pfleeger,et al.  Preliminary Guidelines for Empirical Research in Software Engineering , 2002, IEEE Trans. Software Eng..

[81]  Reza Samavi,et al.  Strategic reasoning about business models: a conceptual modeling approach , 2009, Inf. Syst. E Bus. Manag..

[82]  Maximilian Röglinger,et al.  Understanding FinTech start-ups – a taxonomy of consumer-oriented service offerings , 2017, Electronic Markets.

[83]  Ramon Casadesus-Masanell,et al.  From Strategy to Business Models and onto Tactics , 2010 .

[84]  Jaap Gordijn,et al.  Business Modelling Is Not Process Modelling , 2000, ER.

[85]  Pier Vittorio Mannucci Drawing Snow White and Animating Buzz Lightyear: Technological Toolkit Characteristics and Creativity in Cross-Disciplinary Teams , 2017, Organ. Sci..

[86]  Marta Indulska,et al.  Collaborative process modelling - tool analysis and design implications , 2011, ECIS.