Mapping a product-service-system delivering defence avionics availability

Long-term support agreements such as availability-based contracts are often associated with the servitization of business models in such sectors as defence aerospace. In practice, there is no unambiguous way of linking availability and service outcomes from an operational perspective; rather, the focus tends to be placed almost exclusively on product-related metrics. To address this gap, this paper outlines a conceptual model of how advanced service outcomes should be delivered under an availability-based contract for defence avionics. The model is grounded on empirical evidence gathered through an in-depth case study in the UK defence sector. The research is one of the first attempts to shift the focus away from a notion of availability as a property designed into a piece of equipment, and to detect its emergence from the interactions between relevant socio-technical elements within the underpinning advanced service delivery system, or Product-Service-System (PSS), identified by analysis of empirical data. This research provides insights into where action should be taken within a PSS that would be difficult to obtain from the analysis of field reliability data alone. It also provides a conceptual model that can assist the formulation of scientific models based on quantitative data such as multi-echelon inventory systems for repairable items. While the transferability of the findings is limited by the specificity of the case, a detailed description is provided to facilitate comparison with other cases.

[1]  Lucienne Blessing,et al.  DRM, a Design Research Methodology , 2009 .

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

[3]  J. Logsdon The challenger launch decision: Risky technology, culture, and deviance at NASA , 1997 .

[4]  Eric W.T. Ngai,et al.  Development of the conceptual model of energy and utility management in textile processing: A soft systems approach , 2012 .

[5]  Peter Sandborn,et al.  Review of Quantitative Methods for Designing Availability-Based Contracts , 2016 .

[6]  Andreas Norrman,et al.  Performance-based contracting for advanced logistics services: Challenges in its adoption, design and management , 2015 .

[7]  Nicola Morelli,et al.  Designing Product/Service Systems: A Methodological Exploration1 , 2002, Design Issues.

[8]  Ewart R. Carson,et al.  Dealing with complexity: an introduction to the theory & applications of systemsscience , 1988 .

[9]  Stephen Evans,et al.  Industrialization as a key element of sustainable product-service solutions , 2007 .

[10]  Hugh Wilson,et al.  The governance of supply networks: a systematic literature review , 2012 .

[11]  Erik Styhr Petersen,et al.  Epistemology in ethnography: assessing the quality of knowledge in human factors research , 2010 .

[12]  Lyn Richards,et al.  Using NVIVO in Qualitative Research , 1999 .

[13]  Jörg Becker,et al.  The challenge of conceptual modeling for product–service systems: status-quo and perspectives for reference models and modeling languages , 2010, Inf. Syst. E Bus. Manag..

[14]  Paul C. Rosenblatt,et al.  Interviewing at the Border of Fact and Fiction , 2001 .

[15]  Paul Dowdall,et al.  Chains, networks and shifting paradigms: the UK defence industry supply system , 2004 .

[16]  Andi Smart,et al.  A process model of product service supply chains , 2014 .

[17]  Michael D. McNeese,et al.  Knowledge acquisition of tactical air-to-ground mission information using concept mapping , 1992, Proceedings of the IEEE 1992 National Aerospace and Electronics Conference@m_NAECON 1992.

[18]  Horst Meier,et al.  Dynamic IPS2 networks and operations based on software agents , 2010 .

[19]  B. Flyvbjerg Five Misunderstandings About Case-Study Research , 2006, 1304.1186.

[20]  A. Bryman Social Research Methods , 2001 .

[21]  Veronica Martinez,et al.  Challenges in transforming manufacturing organisations into product‐service providers , 2010 .

[22]  Kendra L. B. Cook The ITAR and you - what you need to know about the International Traffic in Arms Regulations , 2010, 2010 IEEE Aerospace Conference.

[23]  Marvin Rausand,et al.  Defining complexity for risk assessment of sociotechnical systems: A conceptual framework , 2014 .

[24]  Pietro Romano,et al.  Designing and implementing open book accounting in buyer–supplier dyads: A framework for supplier selection and motivation , 2012 .

[25]  Finn Wynstra,et al.  Performance-based contracting: a literature review and future research directions , 2015 .

[26]  Ashutosh Tiwari,et al.  A review of information flow diagrammatic models for product–service systems , 2011 .

[27]  Nancy J. Cooke,et al.  Varieties of knowledge elicitation techniques , 1994, Int. J. Hum. Comput. Stud..

[28]  Irene C. L. Ng,et al.  Outcome-based contracts as new business model : the role of partnership and value-driven relational assets , 2013 .

[29]  A. J. Grimes Normal Accidents: Living with High Risk Technologies , 1985 .

[30]  N. Shadbolt,et al.  Eliciting Knowledge from Experts: A Methodological Analysis , 1995 .

[31]  Ludwig J. Hollick Achieving shared accountability for operational availability attainment , 2009, 2009 Annual Reliability and Maintainability Symposium.

[32]  Valerie Purchase,et al.  Enterprise imaging: representing complex multi‐organizational service enterprises , 2013 .

[33]  Oliver Völker,et al.  Industrial Product-Service Systems (IPS2) , 2011 .

[34]  Yoshiki Shimomura,et al.  Process Simulation Method for Product-Service Systems Design , 2012 .

[35]  Dennis Tourish,et al.  The Psychology of Interpersonal Skill , 1999 .

[36]  Ettore Settanni,et al.  A Case Study in Estimating Avionics Availability from Field Reliability Data , 2016, Qual. Reliab. Eng. Int..

[37]  Steve Evans,et al.  Product Service Systems and supply network relationships: an exploratory case study , 2019 .

[38]  Rogier Woltjer,et al.  Functional Modeling of Constraint Management in Aviation Safety and Command and Control , 2009 .

[39]  Benjamin Yen,et al.  A generic model and design representation technique of service products , 2002 .

[40]  Chun Wong,et al.  Modeling complex systems with adaptive networks , 2013, Comput. Math. Appl..

[41]  Nigel Caldwell,et al.  Incentives and Contracting for Availability: Procuring Complex Performance , 2011 .

[42]  Jagjit Singh Srai,et al.  A supply network configuration perspective on international supply chain development , 2008 .

[43]  D. Probert,et al.  Migrating from products to solutions: An exploration of system support in the UK defense industry , 2010 .

[44]  Sidney Dekker,et al.  There are no qualitative methods – nor quantitative for that matter: the misleading rhetoric of the qualitative–quantitative argument , 2011 .

[45]  Enrico Zio,et al.  Reliability engineering: Old problems and new challenges , 2009, Reliab. Eng. Syst. Saf..

[46]  David L. Olson,et al.  The impact of supply chain analytics on operational performance: a resource-based view , 2014 .

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

[48]  Petter Kyösti,et al.  Prediction of service support costs for functional products , 2015, Simul. Model. Pract. Theory.

[49]  G. McCarthy FRAM: the functional resonance analysis method, modelling complex socio-technical systems , 2013 .

[50]  E. Hollnagel FRAM: The Functional Resonance Analysis Method: Modelling Complex Socio-technical Systems , 2012 .

[51]  Giuditta Pezzotta,et al.  Product-Service Systems Engineering: State of the art and research challenges , 2012, Comput. Ind..

[52]  J. Shapiro Modeling the Supply Chain , 2000 .

[53]  Ian I. Mitroff,et al.  Operations research from the viewpoint of general systems theory , 1973 .

[54]  Christine Nadel,et al.  Case Study Research Design And Methods , 2016 .

[55]  G. Lay,et al.  Mapping service processes in manufacturing companies: industrial service blueprinting , 2012 .

[56]  Klaus Reinholdt Nyhuus Hansen,et al.  Planning operations before market launch for balancing time-to-market and risks in pharmaceutical supply chains , 2015 .

[57]  Benny Tjahjono,et al.  Towards product-service systems modelling: a quest for dynamic behaviour and model parameters , 2012 .

[58]  James Gao,et al.  A Web-based Product Service System for aerospace maintenance, repair and overhaul services , 2012, Comput. Ind..

[59]  M. Denscombe The Good Research Guide: for small-scale social research projects , 1998 .

[60]  Peter Sandborn,et al.  A Design for Availability Approach for Use with PHM , 2010 .

[61]  Stefan Seuring,et al.  Applying activity-based costing in a supply chain environment , 2012 .

[62]  Sheila Payne Interview in qualitative research. , 1999 .

[63]  H. Bernard,et al.  Data Management and Analysis Methods , 2000 .

[64]  Ruth Sara Aguilar-Savén,et al.  Business process modelling: Review and framework , 2004 .

[65]  Brian Wilson,et al.  Soft Systems Methodology: Conceptual Model Building and Its Contribution , 2001 .

[66]  Luis F. Luna-Reyes,et al.  Collecting and analyzing qualitative data for system dynamics: methods and models , 2003 .

[67]  Kenneth K. Boyer,et al.  Empirical Elephants—Why Multiple Methods are Essential to Quality Research in Operations and Supply Chain Management , 2008 .

[68]  Rajkumar Roy,et al.  A review of product–service systems design methodologies , 2012 .

[69]  Rajkumar Roy,et al.  Operations strategy for the effective delivery of integrated industrial product‐service offerings , 2011 .

[70]  Ewart R. Carson,et al.  Dealing with Complexity , 1988, Springer US.

[71]  Scott A. Snook,et al.  Friendly Fire: The Accidental Shootdown of U.S. Black Hawks over Northern Iraq , 2001 .

[72]  Thomas Y. Choi,et al.  Toward the Theory of the Supply Chain , 2015 .

[73]  Sidney Dekker,et al.  Drift into Failure: From Hunting Broken Components to Understanding Complex Systems , 2011 .

[74]  A. Harrington,et al.  Modern social theory : an introduction , 2005 .

[75]  A. Dainty,et al.  Integrating products and services through life: an aerospace experience , 2009 .

[76]  Ettore Settanni,et al.  A through-life costing methodology for use in product–service-systems , 2014 .