Research Perspectives: The Anatomy of a Design Principle

This essay derives a schema for specifying design principles for information technology-based artifacts in sociotechnical systems. Design principles are used to specify design knowledge in an accessible form, but there is wide variation and lack of precision across views regarding their formulation. This variation is a sign of important issues that should be addressed, including a lack of attention to human actors and levels of complexity as well as differing views on causality, on the nature of the mechanisms used to achieve goals, and on the need for justificatory knowledge. The new schema includes the well-recognized elements of design principles, including goals in a specific context and the mechanisms to achieve the goal. In addition, the schema allows: (1) consideration of the varying roles of the human actors involved and the utility of design principles, (2) attending to the complexity of IT-based artifacts through decomposition, (3) distinction of the types of causation (i.e., deterministic versus probabilistic), (4) a variety of mechanisms in achieving aims, and (5) the optional definition of justificatory knowledge underlying the design principles. We illustrate the utility of the proposed schema by applying it to examples of published research.

[1]  Christoph Rosenkranz,et al.  An Information Systems Design Theory for Service Network Effects , 2020, J. Assoc. Inf. Syst..

[2]  Roman Lukyanenko,et al.  Research Perspectives: Design Theory Indeterminacy: What Is it, How Can it Be Reduced, and Why Did the Polar Bear Drown? , 2020, J. Assoc. Inf. Syst..

[3]  Alan R. Hevner,et al.  Accumulation and Evolution of Design Knowledge in Design Science Research: A Journey Through Time and Space , 2020 .

[4]  Gabriele Piccoli,et al.  Feedback at scale: designing for accurate and timely practical digital skills evaluation , 2020, Eur. J. Inf. Syst..

[5]  Paul Benjamin Lowry,et al.  Using Design-Science Based Gamification to Improve Organizational Security Training and Compliance , 2020, J. Manag. Inf. Syst..

[6]  Richard T. Watson,et al.  Integrating Explanatory/Predictive and Prescriptive Science in Information Systems Research , 2020, Commun. Assoc. Inf. Syst..

[7]  Mahdi Fahmideh,et al.  A generic cloud migration process model , 2018, Eur. J. Inf. Syst..

[8]  Alexander Maedche,et al.  Designing Process Guidance Systems , 2019, J. Assoc. Inf. Syst..

[9]  Judy McKay,et al.  A Metadesign Theory for Tailorable Decision Support , 2019, J. Assoc. Inf. Syst..

[10]  Rasmus Ulslev Pedersen,et al.  Designing an Internet-of-Things (IoT) and sensor-based in-home monitoring system for assisting diabetes patients: iterative learning from two case studies , 2018, Eur. J. Inf. Syst..

[11]  Tuure Tuunanen,et al.  Population targeted requirements acquisition , 2018, Eur. J. Inf. Syst..

[12]  Björn Niehaves,et al.  Design science research genres: introduction to the special issue on exemplars and criteria for applicable design science research , 2018, Eur. J. Inf. Syst..

[13]  Tanguy Coenen,et al.  An information system design theory for the comparative judgement of competences , 2018, Eur. J. Inf. Syst..

[14]  Jennifer Xu,et al.  ERP prototype with built-in task and process support , 2018, Eur. J. Inf. Syst..

[15]  Leona Chandra Kruse,et al.  Design principles for sensemaking support systems in environmental sustainability transformations , 2018, Eur. J. Inf. Syst..

[16]  Alan R. Hevner,et al.  Design Science Research Contributions: Finding a Balance between Artifact and Theory , 2018, J. Assoc. Inf. Syst..

[17]  K. D. Joshi,et al.  The Role of Information and Communication Technology in Self-Management of Chronic Diseases: An Empirical Investigation through Value Sensitive Design , 2018, J. Assoc. Inf. Syst..

[18]  Radhika Santhanam,et al.  Toward Meaningful Engagement: A Framework for Design and Research of Gamified Information Systems , 2017, MIS Q..

[19]  Andrew Burton-Jones,et al.  How Can We Develop Contextualized Theories of Effective Use? A Demonstration in the Context of Community-Care Electronic Health Records , 2017, Inf. Syst. Res..

[20]  Viswanath Venkatesh,et al.  Design and Evaluation of Auto-ID Enabled Shopping Assistance Artifacts in Customers’ Mobile Phones: Two Retail Store Laboratory Experiments , 2017, MIS Q..

[21]  R. Galliers,et al.  The Routledge Companion to Management Information Systems , 2017 .

[22]  Hsinchun Chen,et al.  Healthcare Predictive Analytics for Risk Profiling in Chronic Care: A Bayesian Multitask Learning Approach , 2017, MIS Q..

[23]  Bendik Bygstad,et al.  Generative innovation: a comparison of lightweight and heavyweight IT , 2017, J. Inf. Technol..

[24]  Roman Lukyanenko,et al.  Representing Crowd Knowledge: Guidelines for Conceptual Modeling of User-generated Content , 2017, J. Assoc. Inf. Syst..

[25]  G. Burrell,et al.  Sociological Paradigms and Organisational Analysis: Elements of the Sociology of Corporate Life , 2017 .

[26]  Arun Rai,et al.  Editor's comments: diversity of Design Science Research , 2017 .

[27]  Karin Hedström,et al.  Towards analysing the rationale of information security non-compliance: Devising a Value-Based Compliance analysis method , 2017, J. Strateg. Inf. Syst..

[28]  Marc Räkers,et al.  Supporting the design of data integration requirements during the development of data warehouses: a communication theory-based approach , 2017, Eur. J. Inf. Syst..

[29]  Aravind Chandrasekaran,et al.  Conducting and publishing design science research: Inaugural essay of the design science department of the Journal of Operations Management , 2016 .

[30]  Matthias Lange,et al.  An empirical analysis of the factors and measures of Enterprise Architecture Management success , 2016, Eur. J. Inf. Syst..

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

[32]  Wolfgang Ketter,et al.  A Multiagent Competitive Gaming Platform to Address Societal Challenges , 2016, MIS Q..

[33]  Sandeep Purao,et al.  Making Use of Design Principles , 2016, DESRIST.

[34]  Sumit Sarkar,et al.  Privacy and Big Data: Scalable Approaches to Sanitize Large Transactional Databases for Sharing , 2016, MIS Q..

[35]  Kevin Ortbach,et al.  The inner and the outer model in explanatory design theory: the case of designing electronic feedback systems , 2016, Eur. J. Inf. Syst..

[36]  Jan Pries-Heje,et al.  FEDS: a Framework for Evaluation in Design Science Research , 2016, Eur. J. Inf. Syst..

[37]  Erik Ostermann,et al.  The Structure Of Scientific Theories , 2016 .

[38]  Jan vom Brocke,et al.  Using Text Analytics to Derive Customer Service Management Benefits from Unstructured Data , 2016, MIS Q. Executive.

[39]  Alexander Maedche,et al.  Designing a Requirement Mining System , 2015, J. Assoc. Inf. Syst..

[40]  Veda C. Storey,et al.  Genres of Inquiry in Design-Science Research: Justification and Evaluation of Knowledge Production , 2015, MIS Q..

[41]  Andrea Resca,et al.  Design for social media engagement: Insights from elderly care assistance , 2015, J. Strateg. Inf. Syst..

[42]  Yair Wand,et al.  Conceptualizing Routing Decisions in Business Processes: Theoretical Analysis and Empirical Testing , 2015, J. Assoc. Inf. Syst..

[43]  Huaiqing Wang,et al.  Design Theory for Market Surveillance Systems , 2015, J. Manag. Inf. Syst..

[44]  Martin Bichler,et al.  Practice Impact of IS Research , 2015, Business & Information Systems Engineering.

[45]  Shirley Gregor,et al.  Prescriptive Knowledge in IS Research: Conceptualizing Design Principles in Terms of Materiality, Action, and Boundary Conditions , 2015, 2015 48th Hawaii International Conference on System Sciences.

[46]  Richard Baskerville,et al.  Going back to basics in design science: from the information technology artifact to the information systems artifact , 2015, Inf. Syst. J..

[47]  Roman Lukyanenko,et al.  The IQ of the Crowd: Understanding and Improving Information Quality in Structured User-Generated Content , 2014, Inf. Syst. Res..

[48]  Shirley Gregor,et al.  A ‘sweet spot’ change strategy for a least developed country: leveraging e-Government in Bangladesh , 2014, Eur. J. Inf. Syst..

[49]  Erik Perjons,et al.  An Introduction to Design Science , 2014, Springer International Publishing.

[50]  Anne-Laure Fayard,et al.  Affordances for practice , 2014, Inf. Organ..

[51]  Dag H. Olsen,et al.  Educating reflective Enterprise Systems practitioners: a design research study of the iterative building of a teaching framework , 2014, Inf. Syst. J..

[52]  Jay F. Nunamaker,et al.  Autonomous Scientifically Controlled Screening Systems for Detecting Information Purposely Concealed by Individuals , 2014, J. Manag. Inf. Syst..

[53]  Paulo B. Góes,et al.  Editor's comments: design science research in top information systems journals , 2014 .

[54]  Bengisu Tulu,et al.  A Theory of Organization-EHR Affordance Actualization , 2014, J. Assoc. Inf. Syst..

[55]  W. Orlikowski The Duality of Technology: Rethinking the Concept of Technology in Organizations , 2014 .

[56]  Lotta Hultin,et al.  Visualizing institutional logics in sociomaterial practices , 2014, Inf. Organ..

[57]  Jan Recker,et al.  Sensemaking and Sustainable Practicing: Functional Affordances of Information Systems in Green Transformations , 2013, MIS Q..

[58]  Michael Goul,et al.  Service-Oriented Methodology for Systems Development , 2013, J. Manag. Inf. Syst..

[59]  Jacqueline Corbett,et al.  Designing and Using Carbon Management Systems to Promote Ecologically Responsible Behaviors , 2013, J. Assoc. Inf. Syst..

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

[61]  Yair Wand,et al.  Extending Classification Principles from Information Modeling to Other Disciplines , 2013, J. Assoc. Inf. Syst..

[62]  Wanda J. Orlikowski,et al.  Sociomateriality - taking the wrong turning? A response to Mutch , 2013, Inf. Organ..

[63]  Izak Benbasat,et al.  IT-Mediated Customer Service Content and Delivery in Electronic Governments: An Empirical Investigation of the Antecedents of Service Quality , 2013, MIS Q..

[64]  Ilia Bider,et al.  Design Science Research as Movement Between Individual and Generic Situation-Problem–Solution Spaces , 2013 .

[65]  Ben Shneiderman,et al.  Designing The User Interface , 2013 .

[66]  Shirley Gregor,et al.  Reflection, Abstraction And Theorizing In Design And Development Research , 2013, ECIS.

[67]  Veda C. Storey,et al.  Business Intelligence and Analytics: From Big Data to Big Impact , 2012, MIS Q..

[68]  Kalle Lyytinen,et al.  Organizing for Innovation in the Digitized World , 2012, Organ. Sci..

[69]  Shirley Gregor,et al.  Forms of Discovery for Design Knowledge , 2012, ECIS.

[70]  Vijay K. Vaishnavi,et al.  A Framework for Theory Development in Design Science Research: Multiple Perspectives , 2012, J. Assoc. Inf. Syst..

[71]  Pradeep Ray,et al.  Artificial immune systems for the detection of credit card fraud: an architecture, prototype and preliminary results , 2012, Inf. Syst. J..

[72]  P. Leonardi Materiality, Sociomateriality, and Socio-Technical Systems: What Do These Terms Mean? How are They Related? Do We Need Them? , 2012 .

[73]  Lili Yang,et al.  Design Principles of Integrated Information Platform for Emergency Responses: The Case of 2008 Beijing Olympic Games , 2012, Inf. Syst. Res..

[74]  Stefan Seidel,et al.  Leaving the Beaten Tracks in Creative Work - A Design Theory for Systems that Support Convergent and Divergent Thinking , 2011, J. Assoc. Inf. Syst..

[75]  Daniel R. Dolk,et al.  Design Principles for Virtual Worlds , 2011, MIS Q..

[76]  Johann Füller,et al.  Co-Creation in Virtual Worlds: The Design of the User Experience , 2011, MIS Q..

[77]  Xiaojun Zhang,et al.  Designing Collaborative Systems to Enhance Team Performance , 2011, J. Assoc. Inf. Syst..

[78]  Jan Pries-Heje,et al.  Theorizing in Design Science Research , 2011, DESRIST.

[79]  Sandeep Purao,et al.  Action Design Research , 2011, MIS Q..

[80]  Paul M. Leonardi,et al.  When Flexible Routines Meet Flexible Technologies: Affordance, Constraint, and the Imbrication of Human and Material Agencies , 2011, MIS Q..

[81]  Peter Mertens,et al.  Memorandum on design-oriented information systems research , 2011, Eur. J. Inf. Syst..

[82]  Kalle Lyytinen,et al.  Research Commentary - The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research , 2010, Inf. Syst. Res..

[83]  Allen S. Lee Retrospect and prospect: information systems research in the last and next 25 years , 2010, J. Inf. Technol..

[84]  Jan Pries-Heje,et al.  Explanatory Design Theory , 2010, Bus. Inf. Syst. Eng..

[85]  Ofer Arazy,et al.  A Theory-Driven Design Framework for Social Recommender Systems , 2010, J. Assoc. Inf. Syst..

[86]  Pär J. Ågerfalk,et al.  Rethinking the Meaning of Identifiers in Information Infrastructures , 2010, J. Assoc. Inf. Syst..

[87]  Luciana D'Adderio Artifacts at the centre of routines: performing the material turn in routines theory , 2010, Journal of Institutional Economics.

[88]  Robert J. Kauffman,et al.  Research Commentary - Information Transparency in Business-to-Consumer Markets: Concepts, Framework, and Research Agenda , 2010, Inf. Syst. Res..

[89]  Rikard Lindgren,et al.  User involvement in developing mobile and temporarily interconnected systems , 2010, Inf. Syst. J..

[90]  Kalle Lyytinen,et al.  Design theory for dynamic complexity in information infrastructures: the case of building internet , 2010, J. Inf. Technol..

[91]  Henry L Hu The Generative Internet(创生性的互联网) , 2010 .

[92]  W. Orlikowski The sociomateriality of organisational life: considering technology in management research , 2010 .

[93]  Philip Faulkner,et al.  The social, the material, and the ontology of non-material technological objects , 2010 .

[94]  Daniel L. Moody,et al.  The “Physics” of Notations: Toward a Scientific Basis for Constructing Visual Notations in Software Engineering , 2009, IEEE Transactions on Software Engineering.

[95]  Leiser Silva,et al.  Information Flow Impediments in Disaster Relief Supply Chains , 2009, J. Assoc. Inf. Syst..

[96]  W. Brian Arthur,et al.  The Nature of Technology: What it Is and How it Evolves , 2009 .

[97]  John-Jules Ch. Meyer,et al.  The logic of action , 2009 .

[98]  Mark A. Fuller,et al.  A Deontological Approach to Designing Ethical Collaboration , 2009, J. Assoc. Inf. Syst..

[99]  Lakshmi Goel,et al.  Exploring the dynamics of blog communities: the case of MetaFilter , 2009, Inf. Syst. J..

[100]  Wn Wybo Houkes,et al.  THE NATURE OF TECHNOLOGICAL KNOWLEDGE , 2009 .

[101]  Hsinchun Chen,et al.  CyberGate: A Design Framework and System for Text Analysis of Computer-Mediated Communication , 2008, MIS Q..

[102]  Veda C. Storey,et al.  Design science in the information systems discipline: an introduction to the special issue on design science research , 2008 .

[103]  Robert Winter,et al.  Design science research in Europe , 2008 .

[104]  Vijay K. Vaishnavi,et al.  Theory Development in Design Science Research: Anatomy of a Research Project , 2008 .

[105]  Samir Chatterjee,et al.  A Design Science Research Methodology for Information Systems Research , 2008 .

[106]  M. Lynne Markus,et al.  A Foundation for the Study of IT Effects: A New Look at DeSanctis and Poole's Concepts of Structural Features and Spirit , 2008, J. Assoc. Inf. Syst..

[107]  Terri L. Griffith,et al.  Information Technology and the Changing Fabric of Organization , 2007, Organ. Sci..

[108]  Matt Germonprez,et al.  A Theory of Tailorable Technology Design , 2007, J. Assoc. Inf. Syst..

[109]  Shirley Gregor,et al.  The Anatomy of a Design Theory , 2007, J. Assoc. Inf. Syst..

[110]  Tom Butler,et al.  Understanding the design of information technologies for knowledge management in organizations: a pragmatic perspective , 2007, Inf. Syst. J..

[111]  P. Plsek,et al.  Practical Methods for Extracting Explicit Design Rules Grounded in the Experience of Organizational Managers , 2007 .

[112]  Juhani Iivari,et al.  A Paradigmatic Analysis of Information Systems As a Design Science , 2007, Scand. J. Inf. Syst..

[113]  H. J. Frank About the authors , 2021, Gov. Inf. Q..

[114]  Michael Rosemann,et al.  Toward Improving the Relevance of Information Systems Research to Practice: The Role of Applicability Checks , 2008, MIS Q..

[115]  Richard Baskerville,et al.  A Design Theory for Secure Information Systems Design Methods , 2006, J. Assoc. Inf. Syst..

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

[117]  Mikko T. Siponen,et al.  Six Design Theories for IS Security Policies and Guidelines , 2006, J. Assoc. Inf. Syst..

[118]  Omar El Sawy,et al.  Coordinating for Flexibility in e-Business Supply Chains , 2004, J. Manag. Inf. Syst..

[119]  Rikard Lindgren,et al.  Design Principles for Competence Management Systems: A Synthesis of an Action Research Study , 2004, MIS Q..

[120]  J. Urry,et al.  Enacting the social , 2004 .

[121]  Pieter E. Vermaas,et al.  Actions Versus Functions: A Plea for an Alternative Metaphysics of Artifacts , 2004 .

[122]  Omar A. El Sawy,et al.  Assessing Information System Design Theory in Perspective: How Useful Was our 1992 Initial Rendition? , 2004 .

[123]  Peter J. Denning,et al.  Great principles of computing , 2015, CACM.

[124]  Michael S. H. Heng,et al.  From Habermas's communicative theory to practice on the internet , 2003, Inf. Syst. J..

[125]  Les Gasser,et al.  A Design Theory for Systems That Support Emergent Knowledge Processes , 2002, MIS Q..

[126]  Nigel Cross,et al.  Creativity in the design process: co-evolution of problem–solution , 2001 .

[127]  M. Schraefel Designing for the user , 2001, Proceedings Fifth IEEE International Symposium on Requirements Engineering.

[128]  van Je Joan Aken,et al.  Improving the relevance of management research by developing tested and grounded technological rules , 2001 .

[129]  Izak Benbasat,et al.  Explanations From Intelligent Systems: Theoretical Foundations and Implications for Practice , 1999, MIS Q..

[130]  Timo Käkölä,et al.  Redesigning Computer-Supported Work Processes with Dual Information Systems: The Work Process Benchmarking Service , 1999, J. Manag. Inf. Syst..

[131]  Thomas H. Davenport,et al.  Rigor vs. relevance revisited: response to Benbasat and Zmud , 1999 .

[132]  Jan van den Akker,et al.  Principles and Methods of Development Research , 1999 .

[133]  Nick Tilley,et al.  An introduction to scientific realist evaluation , 1997 .

[134]  C Ferioli,et al.  Supporting organizational relations through information technology in innovative organizational forms , 1996 .

[135]  George M. Kasper,et al.  A Theory of Decision Support System Design for User Calibration , 1996, Inf. Syst. Res..

[136]  Peter J. Denning,et al.  Action-centered design , 1996 .

[137]  Ja Sena,et al.  Decision support for the administrative man: a prototype DSS case , 1996 .

[138]  Vladimir Zwass,et al.  Actualizing Organizational Memory with Information Systems , 1995, Inf. Syst. Res..

[139]  J. Farris CONJECTURES AND REFUTATIONS , 1995, Cladistics : the international journal of the Willi Hennig Society.

[140]  Gerardine DeSanctis,et al.  Capturing the Complexity in Advanced Technology Use: Adaptive Structuration Theory , 1994 .

[141]  Ralph Johnson,et al.  design patterns elements of reusable object oriented software , 2019 .

[142]  I. Niiniluoto The aim and structure of applied research , 1993 .

[143]  Omar El Sawy,et al.  Building an Information System Design Theory for Vigilant EIS , 1992, Inf. Syst. Res..

[144]  Mike Hales,et al.  A human resource approach to information systems development — the ISU (information systems use) design model , 1991, J. Inf. Technol..

[145]  Amador Muriel,et al.  Writing Simple Program Generators: A Case Study in Building Productivity Tools , 1984, J. Manag. Inf. Syst..

[146]  Martin Heidegger,et al.  Basic writings from Being and time (1927) to the Task of thinking (1964) , 1978 .

[147]  N. Goodman,et al.  Languages of Art: An Approach to a Theory of Symbols , 1971 .

[148]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

[149]  M. Bunge,et al.  Scientific Research I: The Search for System , 1967 .

[150]  R. M. Hare,et al.  Norm and Action: A Logical Enquiry. , 1965 .

[151]  Zdeněk P. Bažant I. Theory , 2022 .