Cited by 79Service and Product InnovationSustainable Supply Chain ManagementOutsourcing and Supply Chain Management

Measuring servitization progress and outcome: the case of ‘advanced services’

Open access
Ziaee Bigdeli, Ali, Baines, Tim, Schroeder, Andreas, Brown, Steve, Musson, Eleanor, Guang Shi, Victor, Calabrese, Armando·2018·Production Planning & Control

Abstract

The purpose of this paper is to establish a framework for assessing the progress and outcome of a manufacturer’s transformation towards becoming a provider of ‘advanced services’ – a complex bundling of products and services, whereby manufacturers offer capabilities and outcomes instead of products alone. ‘Advanced services’ represent the most complex offering in the current servitization trend amongst manufacturers. However, current performance measures lack the breadth and focus to assess progress or outcomes, and so support research and practice of organisational transformation efforts required. To address this gap the paper investigates how a manufacturer’s efforts to become an ‘advanced services’ provider can be comprehensively measured, and develops a framework for assessing the transformation journey towards becoming an ‘advanced services’ provider. The research method is based on (1) a systematic literature review process to create a comprehensive set of service-related performance measures that are available to assess a manufacturer’s servitization efforts, followed by (2) an engagement with an expert panel to synthesise the identified measures and create a set of ‘advanced services’ performance measures. The proposed framework is presented as a scorecard that can be used in practice to assess the progress and outcome of a manufacturer’s transformation towards becoming a provider of ‘advanced services’.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1080/09537287.2018.1429029

Cites

1 of 1 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The higher the level of integration of the product and the service, e.g., result-oriented versus product-oriented, the more change within the company is required to do it successfully.

    “the higher the level of integration of the product and the service, e.g., result-oriented versus product-oriented, the more change within the company is required to do it successfully [40].”

    From Is Prolonging the Lifetime of Passive Durable Products a Low-Hanging Fruit of a Circular Economy? A Multiple Case Study (2019) · cites this paper as [40]

    The Introduction describes substantial organisational change needed to deliver advanced services, including a service function, new sales capabilities and wider organisational integration. It distinguishes advanced services from product-support and base services, but does not state that each higher level of product–service integration requires more change, or compare result-oriented with product-oriented offerings. (LLM, conf=0.84)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 84

  1. Reference Aichigui, V., Johansson, E., Löfberg, N. & Witell, L. (2015). "Servitization in SME manufacturing firms: A one-way road". 14th International Research Symposium on Service Excellence in Management, Shanghai, June 19-21.
  2. Antioco, M., Moenaert, R. K., Lindgreen, A. & Wetzels, M. G. (2008). "Organizational antecedents to and consequences of service business orientations in manufacturing companies". Journal of the Academy of Marketing Science, 36, 337-358.
  3. Arias Aranda, D. (2003). "Service operations strategy, flexibility and performance in engineering consulting firms". International Journal of Operations and Production Management, 23, 1401-1421.
  4. Baines, T. & Lightfoot, H. (2013). "Made to serve; Understanding what it takes for a manufacturer to compete through servitization and Product-Service Systems". Hoboken: Wiley.
  5. Baines, T., Lightfoot, H., Peppard, J., Johnson, M., Tiwari, A., Shehab, E. & Swink, M. (2009a). "Towards an operations strategy for product-centric servitization". International Journal of Operations & Production Management, 29, 494-519.
  6. Baines, T. & Lightfoot, H. W. (2014). "Servitization of the manufacturing firm: Exploring the operations practices and technologies that deliver advanced services". International Journal of Operations and Production Management, 34, 2-35.
  7. Baines, T., Wilkinson, A., Dainty, A., Neely, A., Lightfoot, H., Peppard, J., Johnson, M., Tiwari, A., Shehab, E. & Swink, M. (2009b). "Towards an operations strategy for product-centric servitization". International Journal of Operations & Production Management, 29, 494-519.
  8. Baines, T., Ziaee Bigdeli, A., Bustinza, F., Guang Shi, V., Baldwin, J. & Ridgway, K. (2017). "Servitization: Revisiting the State-of-the-art and Research Priorities". International Journal of Operations & Production Management.
  9. Beamon, B. M. (1999). "Measuring supply chain performance". International Journal of Operations & Production Management, 19, 275-292.
  10. Benedettini, O., Swink, M., Neely, A., Brown, S. & Brown, S. (2015). "Why do servitized firms fail? A risk-based explanation". International Journal of Operations & Production Management, 35.
  11. Biege, S., Lay, G. & Buschak, D. (2012). "Mapping service processes in manufacturing companies: Industrial service blueprinting". International Journal of Operations and Production Management, 32, 932-957.
  12. Bititci, U., Garengo, P., Dörfler, V. & Nudurupati, S. (2012). "Performance measurement: challenges for tomorrow". International Journal of Management Reviews, 14, 305-327.
  13. Bititci, U. S., Mendibil, K., Nudurupati, S., Garengo, P. & Turner, T. (2006). "Dynamics of performance measurement and organisational culture". International Journal of Operations & Production Management, 26, 1325-1350.
  14. Boell, S. K. & Cecez-Kecmanovic, D. (2015). "On being 'systematic'in literature reviews in IS". Journal of Information Technology, 30, 161-173.
  15. Bourne, M., Neely, A., Mills, J. & Platts, K. (2003). "Implementing performance measurement systems: a literature review". International Journal of Business Performance Management, 5, 1-24.
  16. Bustinza, O., Arias-Aranda, D. & Gutierrez-Gutierrez, L. (2010). "Outsourcing, competitive capabilities and performance: an empirical study in service firms". International Journal of Production Economics, 126, 276-288.
  17. C-C, C., Yeh, T. M. & C-C, Y. (2006). "Performance measurement for new product development: a model based on total costs". International Journal of Production Research, 44, 4631.
  18. Ceci, F. & Masini, A. (2013). "Specialised capabilities in integrated solutions: the role of fit". International Journal of Business and Systems Research, 7, 395-411.
  19. Chirumalla, K., Bertoni, A., Parida, A., Johansson, C. & Bertoni, M. (2013). "Performance measurement framework for product-service systems development: a balanced scorecard approach". International Journal of Technology Intelligence and Planning, 9, 146-164.
  20. Closs, D. J., Nyaga, G. N. & Voss, M. D. (2010). "The differential impact of product complexity, inventory level, and configuration capacity on unit and order fill rate performance". Journal of Operations Management, 28, 47-57.
  21. Cousins, P. D., Lawson, B. & Squire, B. (2008). "Performance measurement in strategic buyer-supplier relationships: The mediating role of socialization mechanisms". International Journal of Operations and Production Management, 28, 238-258.
  22. Curkovic, S., Vickery, S. K. & Droge, C. (2000). "An empirical analysis of the competitive dimensions of quality performance in the automotive supply industry". International Journal of Operations and Production Management, 20, 386-403.
  23. Cuthbertson, R. & Piotrowicz, W. (2011). "Performance measurement systems in supply chains: A framework for contextual analysis". International Journal of Productivity and Performance Management, 60, 583-602.
  24. Dick, G. P. M., Heras, I. & Casadesús, M. (2008). "Shedding light on causation between ISO 9001 and improved business performance". International Journal of Operations and Production Management, 28, 687-708.
  25. Eggert, A., Hogreve, J., Ulaga, W. & Muenkhoff, E. (2014). "Revenue and Profit Implications of Industrial Service Strategies". Journal of Service Research, 17, 23-39.
  26. Fang, E., Palmatier, R. W. & Steenkamp, J.-B. E. (2008). "Effect of service transition strategies on firm value". Journal of Marketing, 72, 1-14.
  27. Flynn, B. B., Huo, B. & Zhao, X. (2010). "The impact of supply chain integration on performance: A contingency and configuration approach". Journal of Operations Management, 28, 58-71.
  28. Folan, P. & Browne, J. (2005b). "A review of performance measurement: Towards performance management". Computers in industry, 56, 663-680.
  29. Forslund, H. (2007). "The impact of performance management on customers' expected logistics performance". International Journal of Operations and Production Management, 27, 901-918.
  30. Franco-Santos, M., Lucianetti, L. & Bourne, M. (2012). "Contemporary performance measurement systems: A review of their consequences and a framework for research". Management Accounting Research, 23, 79-119.
  31. Frohlich, M. T. & Westbrook, R. (2002). "Demand chain management in manufacturing and services: Web-based integration, drivers and performance". Journal of Operations Management, 20, 729-745.
  32. Fugate, B. S., Autry, C. W., Davis-Sramek, B. & Germain, R. N. (2012). "Does knowledge management facilitate logistics-based differentiation? the effect of global manufacturing reach". International Journal of Production Economics, 139, 496-509.
  33. Gebauer, H., Edvardsson, B. & Bjurko, M. (2010a). "The impact of service orientation in corporate culture on business performance in manufacturing companies". Journal of Service Management, 21, 237-259.
  34. Gebauer, H., Edvardsson, B., Gustafsson, A. & Witell, L. (2010b). "Match or mismatch: Strategy- structure configurations in the service business of manufacturing companies". Journal of Service Research, 13, 198-215.
  35. Gebauer, H., Gustafsson, A. & Witell, L. (2011). "Competitive advantage through service differentiation by manufacturing companies". Journal of Business Research, 64, 1270-1280.
  36. Gebauer, H., Paiola, M. & Edvardsson, B. (2012a). "A capability perspective on service business development in small and medium-sized suppliers". Scandinavian Journal of Management, 28, 321- 339.
  37. Gebauer, H., Ren, G.-J., Valtakoski, A. & Reynoso, J. (2012b). "Service-driven manufacturing: provision, evolution and financial impact of services in industrial firms". Journal of Service Management, 23, 120-136.
  38. Griffis, S. E., Cooper, M., Goldsby, T. J. & Closs, D. J. (2004). "Performance measurement: measure selection based upon firm goals and information reporting needs". Journal of business logistics, 25, 95-118.
  39. Guimarães, B., Simões, P. & Marques, R. C. (2010). "Does performance evaluation help public managers? A Balanced Scorecard approach in urban waste services". Journal of environmental management, 91, 2632-2638.
  40. He, Y. & Lai, K. K. (2012). "Supply chain integration and service oriented transformation: Evidence from Chinese equipment manufacturers". International Journal of Production Economics, 135, 791- 799.
  41. Hisano Barbosa, D. & Andreotti Musetti, M. (2011). "The use of performance measurement system in logistics change process: Proposal of a guide". International journal of productivity and performance management, 60, 339-359.
  42. Holschbach, E. & Hofmann, E. (2011). "Exploring quality management for business services from a buyer's perspective using multiple case study evidence". International Journal of Operations and Production Management, 31, 648-685.
  43. Homburg, C., Hoyer, W. D. & Fassnacht, M. (2002). "Service orientation of a retailer's business strategy: Dimensions, antecedents, and performance outcomes". Journal of Marketing, 66, 86-101.
  44. Hoque, Z. (2014). "20 years of studies on the balanced scorecard: trends, accomplishments, gaps and opportunities for future research". The British accounting review, 46, 33-59.
  45. Jie, Y., Subramanian, N., Ning, K. & Edwards, D. (2015). "Product delivery service provider selection and customer satisfaction in the era of internet of things: A Chinese e-retailers' perspective". International Journal of Production Economics, 159, 104-116.
  46. Johanson, U., Skoog, M., Backlund, A. & Almqvist, R. (2006). "Balancing dilemmas of the balanced scorecard". Accounting, Auditing & Accountability Journal, 19, 842-857.
  47. Josephson, B. W., Johnson, J. L., Mariadoss, B. J. & Cullen, J. (2016). "Service Transition Strategies in Manufacturing Implications for Firm Risk". Journal of Service Research, 1094670515600422.
  48. Kaplan, R. & Norton, D. (1992). "The Balanced Scorecard: Measures That Drive Performances". Harvard Business Review, 70, 71-79.
  49. Kaplan, R. S. & Norton, D. P. (1996). "Linking the balanced scorecard to strategy". California management review, 39.
  50. Kaplan, R. S. & Norton, D. P. (2005). "The balanced scorecard: measures that drive performance". Harvard business review, 83, 172.
  51. Kastalli, I. & Van Looy, B. (2013). "Servitization: Disentangling the impact of service business model innovation on manufacturing firm performance". Journal of Operations Management, 31, 169-180.
  52. Kohtamaki, M., Hakala, H., Partanen, J., Parida, V., Wincent, J. & Ranaweera, C. (2015). "The performance impact of industrial services and service orientation on manufacturing companies". Journal of Service Theory and Practice, 25.
  53. Kurien, G. P. & Qureshi, M. N. (2011). "Study of performance measurement practices in supply chain management". International Journal of Business, Management and Social Sciences, 2, 19-34.
  54. Levy, Y. & Ellis, T. J. (2006). "A systems approach to conduct an effective literature review in support of information systems research". Informing Science, 9.
  55. Li, L. (2011). "Assessing the relational benefits of logistics services perceived by manufacturers in supply chain". International Journal of Production Economics, 132, 58-67.
  56. Liu, H., Ke, W., Wei, K. K. & Hua, Z. (2013). "Effects of supply chain integration and market orientation on firm performance: Evidence from China". International Journal of Operations and Production Management, 33, 322-346.
  57. Lohman, C., Fortuin, L. & Wouters, M. (2004). "Designing a performance measurement system: A case study". European Journal of Operational Research, 156, 267-286.
  58. Martín-Peña, M. L. & Díaz-Garrido, E. (2008). "A taxonomy of manufacturing strategies in Spanish companies". International Journal of Operations and Production Management, 28, 455-477.
  59. Melton, H. L. & Hartline, M. D. (2010). "Customer and frontline employee influence on new service development performance". Journal of Service Research, 13, 411-425.
  60. Menor, L. J., Tatikonda, M. V. & Sampson, S. E. (2002). "New service development: Areas for exploitation and exploration". Journal of Operations Management, 20, 135-157.
  61. Neely, A. (1999). "The performance measurement revolution: why now and what next?". International journal of operations & production management, 19, 205-228.
  62. Neely, A., Benedettini, O. & Visnjic, I. (2011). "The servitization of manufacturing: Further evidence". 18th European operations management association conference, Cambridge.
  63. Neely, A., Mills, J., Platts, K., Richards, H., Gregory, M., Bourne, M. & Kennerley, M. (2000). "Performance measurement system design: developing and testing a process-based approach". International journal of operations & production management, 20, 1119-1145.
  64. Neely, A. D., Adams, C. & Kennerley, M. (2002). The performance prism: The scorecard for measuring and managing business success, Prentice Hall Financial Times London.
  65. Ng, I., Parry, G., Smith, L., Maull, R. & Briscoe, G. (2012). "Transitioning from a goods-dominant to a service-dominant logic: Visualising the value proposition of Rolls-Royce". Journal of Service Management, 23, 416-439.
  66. Pettigrew, A. M. (1992). "The character and significance of strategy process research". Strategic management journal, 13, 5-16.
  67. Raddats, C., Baines, T., Burton, J., Story, V. M. & Zolkiewski, J. (2016). "Motivations for servitization: the impact of product complexity". International Journal of Operations & Production Management, 36, 572-591.
  68. Raddats, C., Zolkiewski, J., Story, V. M., Burton, J., Baines, T. & Ziaee Bigdeli, A. (2017). "Interactively developed capabilities: evidence from dyadic servitization relationships". International Journal of Operations and Production Management, 37.
  69. Rapaccini, M. (2015). "Pricing strategies of service offerings in manufacturing companies: a literature review and empirical investigation". Production Planning & Control, 26, 1247-1263.
  70. Rosenzweig, E. D. (2009). "A contingent view of e-collaboration and performance in manufacturing". Journal of Operations Management, 27, 462-478.
  71. Sharma, M. K., Bhagwat, R. & Dangayach, G. S. (2005). "Practice of performance measurement: experience from Indian SMEs". International Journal of Globalisation and Small Business, 1, 183- 213.
  72. Song, W., Ming, X., Han, Y., Xu, Z. & Wu, Z. (2015). "An integrative framework for innovation management of product-service system". International Journal of Production Research, 53, 2252- 2268.
  73. Sutton, S. G. & Arnold, V. (2013). "Focus group methods: Using interactive and nominal groups to explore emerging technology-driven phenomena in accounting and information systems". International Journal of Accounting Information Systems, 14, 81-88.
  74. Taskinen, T. & Smeds, R. (1999). "Measuring change project management in manufacturing". International journal of operations & production management, 19, 1168-1187.
  75. Thakkar, J., Kanda, A. & Deshmukh, S. (2009). "Supply chain performance measurement framework for small and medium scale enterprises". Benchmarking: An International Journal, 16, 702-723.
  76. Tranfield, D., Denyer, D. & Smart, P. (2003). "Towards a methodology for developing evidence- informed management knowledge by means of systematic review". British Journal of Management, 14, 207-222.
  77. Tuli, K. R., Kohli, A. K. & Bharadwaj, S. G. (2007). "Rethinking customer solutions: From product bundles to relational processes". Journal of Marketing, 71, 1-17.
  78. Ulaga, W. & Reinartz, W. J. (2011). "Hybrid offerings: how manufacturing firms combine goods and services successfully". Journal of Marketing, 75, 5-23.
  79. Visnjic Kastalli, I. & Van Looy, B. (2013). "Servitization: Disentangling the impact of service business model innovation on manufacturing firm performance". Journal of Operations Management, 31, 169- 180.
  80. Voelpel, S. C., Leibold, M. & Eckhoff, R. A. (2006). "The tyranny of the Balanced Scorecard in the innovation economy". Journal of Intellectual Capital, 7, 43-60.
  81. Vollmann, T. E. (1996). The transformation imperative: achieving market dominance through radical change, Harvard Business Press.
  82. Waggoner, D. B., Neely, A. D. & Kennerley, M. P. (1999). "The forces that shape organisational performance measurement systems:: An interdisciplinary review". International Journal of Production Economics, 60, 53-60.
  83. Zeckhauser, R. (1973). "Voting systems, honest preferences and Pareto optimality". American Political Science Review, 67, 934-946.
  84. Ziaee Bigdeli, A. & Baines, T. (2017). "Organisational Transformation Towards Servitization". Spring Servitization Conference. Lucerne, Switzerland.

Cited by

Sorted by citations

Authors
Ziaee Bigdeli, A., Baines, T., Schroeder, A., Brown, S., Musson, E., Guang Shi, V., & Calabrese, A.
Affiliations
  • Aston Business School, Aston University, Birmingham, UK
  • Aston University (GB)
  • University of Southampton (GB)
  • AMRC, University of Sheffield, Rotherham, UK
  • University of Rome Tor Vergata (IT)
Venue
Production Planning & Control
Published
2018-01-31
Volume
29
Issue
4
Pages
315-332
ISSN
  • 0953-7287 (ISSN-L)
  • 1366-5871
OpenAlex
W2786981462
Cited by
79
References
1
Citations by year
2026: 9 · 2025: 5 · 2024: 11 · 2023: 11 · 2022: 11 · 2021: 15 · 2020: 5 · 2019: 8 · 2018: 4
FWCI
14.34
Type
journal article
Language
en
Open access
Locations
  • Production Planning & Control (publishedVersion)
  • ePrints Soton (University of Southampton) (submittedVersion)
  • Aston Publications Explorer (Aston University) (submittedVersion)
  • Cineca Institutional Research Information System (Tor Vergata University) (submittedVersion)
  • Lancaster EPrints (Lancaster University) (submittedVersion)
Funders
Engineering and Physical Sciences Research Council (EP/K014072/1, EP/K014080/1, EP/K014064/1)
Topics
  • Social Sciences › Business, Management and Accounting › Marketing › Service and Product Innovation
  • Social Sciences › Business, Management and Accounting › Strategy and Management › Sustainable Supply Chain Management
  • Social Sciences › Business, Management and Accounting › Management Information Systems › Outsourcing and Supply Chain Management
Keywords
servitization, advanced services, performance measurement, service-oriented manufacturing, organizational change, performance indicators

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review