Digital dark matter within product service systems

Purpose The unobserved benefits of digital technologies are described as digital dark matter. Product service systems (PSSs) are bundles of products and services that deliver value in use, which is unobserved but generates benefits. This paper aims to empirically quantify digital dark matter within PSSs and correlates that measure with national competitiveness. Design/methodology/approach A novel methodology establishes the link between customer needs and a product and digital service portfolio offered across ten developed economies. The case context is the music industry where product and services are often substitutes – a cannibalistic PSS. Consumer information is obtained from a unique database of more than 18,000 consumer surveys. Consumer demand for digital formats is modelled and predicted through logistic regressions. Findings The work provides inverse estimations for digital dark matter within PSSs by calculating the gap between supply and demand for digital offers – described as the business model challenge. The USA has the lowest business model challenge; the home of major companies developing digital technologies. Digital dark matter is shown to be positively correlated with national competitiveness and manufacturing competitiveness indices. Practical implications The success of a cannibalistic PSS requires good understanding of market demand. Governments embarking on soft innovation policies might incentivise the development of service-orientated business models based on digital technologies. Originality/value Work expands theory on the concept of digital dark matter to the PSS literature. Empirically, a novel method is proposed to measure digital dark matter.

[1]  Yee Mey Goh,et al.  Servitization: Is a Paradigm Shift in the Business Model and Service Enterprise Required?† , 2013 .

[2]  Gail Whiteman,et al.  The Zero Marginal Cost Society: The Internet of Things, the Collaborative Commons, and the Eclipse of Capitalism Jeremy Rifkin Palgrave Macmillan: 2014. , 2014 .

[3]  S. Greenstein,et al.  Digital Dark Matter and the Economic Contribution of Apache , 2013 .

[4]  Oscar F. Bustinza,et al.  Copyright and creation: repositioning the argument , 2014 .

[5]  B. Looy,et al.  Servitization: Disentangling the Impact of Service Business Model Innovation on Manufacturing Firm Performance , 2013 .

[6]  Irene C. L. Ng,et al.  The three value proposition cycles of equipment-based service , 2012 .

[7]  Rajaram Veliyath,et al.  FIRM CAPABILITIES, BUSINESS STRATEGIES, CUSTOMER PREFERENCES, AND HYPERCOMPETITIVE ARENAS: THE SUSTAINABILITY OF COMPETITIVE ADVANTAGES WITH IMPLICATIONS FOR FIRM COMPETITIVENESS , 2000 .

[8]  W. W. Lewis.  The Power of Productivity: Wealth, Poverty, and the Threat to Global Stability , 2004 .

[9]  M. Porter,et al.  UK Competitiveness: moving to the next stage , 2003 .

[10]  Richard Watt,et al.  How to Best Ensure Remuneration for Creators in the Market for Music? Copyright and its Alternatives , 2006 .

[11]  Vasileios Myrthianos.  Evaluating firm profitability during the servitization process of the music industry , 2014 .

[12]  M. Porter,et al.  The Microeconomic Foundations of Prosperity: Findings from the Business Competitiveness Index , 2003 .

[13]  Tim Baines,et al.  Towards an operations strategy for product-centric servitization , 2009 .

[14]  B. Skiera,et al.  Measuring Consumers' Willingness to Pay at the Point of Purchase , 2002 .

[15]  David M. Kreps,et al.  A Course in Microeconomic Theory , 2020 .

[16]  S. Vandermerwe,et al.  Servitization of business : Adding value by adding services , 1988 .

[17]  K. Aiginger.  Competitiveness: From a Dangerous Obsession to a Welfare Creating Ability with Positive Externalities , 2006 .

[18]  A. Tukker.  Eight types of product–service system: eight ways to sustainability? Experiences from SusProNet , 2004 .

[19]  A. Neely.  Exploring the financial consequences of the servitization of manufacturing , 2008 .

[20]  Shane M. Greenstein.  Digitization and Value Creation , 2010, IEEE Micro.

[21]  H. Chesbrough,et al.  The Role of the Business Model in Capturing Value from Innovation: Evidence from Xerox Corporation's Technology Spin-Off Companies , 2002 .

[22]  Erik Brynjolfsson,et al.  Race against the machine : how the digital revolution is accelerating innovation, driving productivity, and irreversibly transforming employment and the economy , 2011 .

[23]  Melissa A. Schilling.  Technology Shocks, Technological Collaboration, and Innovation Outcomes , 2015, Organ. Sci..

[24]  Daniel Kindström,et al.  The evolution of service innovation research: a critical review and synthesis , 2014 .

[25]  Irene C. L. Ng,et al.  Complex engineering service systems: concepts and research , 2011 .

[26]  D. Luenberger.  New optimality principles for economic efficiency and equilibrium , 1992 .

[27]  Robert J. Kauffman,et al.  The Move to Artist-Led Online Music Distribution: Explaining Structural Changes in the Digital Music Market , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.

[28]  Aaditya Mattoo,et al.  Services Reform and Manufacturing Performance: Evidence from India , 2010 .

[29]  D. McFadden.  Econometric Models for Probabilistic Choice Among Products , 1980 .

[30]  Oscar F. Bustinza,et al.  Explaining the Causes and Effects of Dynamic Capabilities Generation: A Multiple‐Indicator Multiple‐Cause Modelling Approach , 2013 .

[31]  Yee Mey Goh,et al.  Servitization - Complex engineering service availability: Is a paradigm shift in the business model and service enterprise required? , 2013 .

[32]  Shane M. Greenstein.  Digital Dark Matter , 2011, IEEE Micro.

[33]  Stephen L. Vargo,et al.  On value and value co-creation: A service systems and service logic perspective , 2008 .

[34]  Ettore Settanni,et al.  Cutting cost in service systems: Are you running with scissors? , 2014 .

[35]  Oscar F. Bustinza,et al.  Servitisation and value co-production in the UK music industry: An empirical study of Consumer Attitudes , 2012 .

[36]  Oscar F. Bustinza,et al.  Supply and demand chain management: the effect of adding services to product offerings , 2013 .

[37]  Emma K. Macdonald,et al.  Assessing value-in-use: A conceptual framework and exploratory study , 2011 .

[38]  J. Rifkin.  The Zero Marginal Cost Society: The Internet of Things, the Collaborative Commons, and the Eclipse of Capitalism , 2014 .

[39]  John Mills,et al.  Competence and resource architectures , 2003 .

[40]  Stephen L. Vargo,et al.  From goods to service(s): Divergences and convergences of logics , 2008 .

[41]  P. K. Kannan,et al.  Multiformat Digital Products: How Design Attributes Interact with Usage Situations to Determine Choice , 2012 .

[42]  Scott E. Sampson.  Visualizing Service Operations , 2012 .

[43]  Stephen L. Vargo,et al.  Evolving to a New Dominant Logic for Marketing , 2004 .

[44]  Oscar F. Bustinza,et al.  Using Data in Decision‐Making: Analysis from the Music Industry , 2014 .

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

[46]  Johansein Rutaihwa,et al.  The Global Competitiveness Index 2012–2013: , 2012 .

[47]  T S Baines,et al.  State-of-the-art in product-service systems , 2007 .

[48]  Rajkumar Roy,et al.  Complex engineering service systems , 2014 .

[49]  Michael E. Dobbs,et al.  Guidelines for applying Porter's five forces framework: a set of industry analysis templates , 2014 .

[50]  M. Porter.  How Competitive Forces Shape Strategy , 1989 .

[51]  T. Baines,et al.  A Delphi study to explore the adoption of servitization in UK companies , 2015 .

[52]  Oscar F. Bustinza,et al.  Firm Profitability During the Servitization Process in the Music Industry , 2014 .

[53]  Oscar F. Bustinza,et al.  Music business models and piracy , 2013, Ind. Manag. Data Syst..

[54]  Takehiro Inohara,et al.  The Servitization of Manufacturing: An Empirical Case Study of IBM Corporation , 2013 .

[55]  Michael A. Cusumano,et al.  Services and the Business Models of Product Firms: An Empirical Analysis of the Software Industry , 2013, Manag. Sci..

[56]  Ferran Vendrell-Herrero,et al.  Why do university spin-offs attract more venture capitalists? , 2010 .