Services are becoming increasingly digitally enabled and data-driven. Big data, and especially a subset of big data called personal data, is expected to afford new levels of efficiency for service providers and various opportunities for personalization for customers. Healthcare sector specifically can benefit from the use of wide ranging personal data to accommodate for a holistic view of an individual’s overall health. However, few studies have focused on how to capitalize on this increasingly available resource. This study proposes the following research question: how can personal data be used to advance preventive healthcare services? This research contributes to the marketing and service research literature by extending the knowledge on using data to advance service by identifying seven key resources for integrating personal data by specifically addressing resource integration in the preventive healthcare domain.
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Akaka MA, & Vargo SL (2014) Technology as an operant resource in service (eco) systems. Information Systems and e–Business Management 12:367–384.
Akaka MA, Vargo SL, & Lusch RF (2012) An exploration of networks in value co–creation: a service ecosystems view. Review of Marketing Research 9:13–50.
Akter S, D’Ambra J, & Ray P (2013) Development and validation of an instrument to measure user perceived service quality of mHealth. Information Management 50(4): 181–195.
Amit R & Han X (2017) Value creation through novel resource configurations in a digitally enabled world. Strategic Entrepreneurship Journal 11(3):228–242. doi:DOI: 10.1002/sej.1256
Baldwin G (2010) Consumer–directed health care? Yes. Consumer–connected? Maybe. Health Data Management 18(6):28.
Beirão G, Patrício L, & Fisk RP (2017) Value cocreation in service ecosystems: Investigating health care at the micro,meso, and macro levels. Journal of Service Management 28(2): 227–249.
Brownlow J, Zaki M, Neely A, & Urmetzer F (2015) Data–Driven Business Models: A Blueprint for Innovation. doi:10.13140/RG.2.1.2233.2320.
Choe E, Lee B, & Schraefel M (2015) Characterizing visualization insights from quantified selfers’ personal data presentations. IEEE Computer Graphics and Applications 35(4): 28–37.
Collins FS & Varmus H (2015, February 26) A New Initiative on Precision Medicine. The NEW ENGLAND JOURNAL of MEDICINE, 372(9).
Ctrl–Shift (2014) Personal Information Management Services: An analysis of an emerging market. London, UK: Ctrl–Shift.
Dubois A & Gadde LE (2002) Systematic combining: an abductive approach to case research. Journal of Business Research 55:553–560.
Edvardsson B, Kleinaltenkamp M, Tronvoll B, McHugh P, & Windahl C (2014) Institutional logics matter when coordinating resource integration. Marketing Theory 14(3): 291–309. doi:10.1177/1470593114534343.
Eisenhardt KM (1989) Building Theories from Case Study Research. The Academy of Management Review 14(4): 532–550.
EU Information Commissioner’s Office (2017) Preparing for the General Data Protection Regulation (GDPR): 12 steps to take now. ICO Information Commissioner’s Office. Retrieved 12 5, 2017, from https://ico.org.uk/media/1624219/preparing–for–the–gdpr–12–steps.pdf.
European Commission (2016, August 23) The EU Data Protection Reform and Big Data Factsheet 2016. Retrieved from European commission web site: http://ec.europa.eu/justice/data–protection/files/data–protection–big–data_factsheet_web_en.pdf.
Findsrud R, Tronvoll B, & Edvardsson B (2016) Conceptualizing resource integration in value co–creation using theories of motivation.
Frankenberger K, Weiblen T, & Gassmann O (2014) The antecedents of open business models: an exploratory study of incumbent firms. R&D Manage R&D Management, 44(2):173–188.
Frow P, McColl–Kennedy JR, & Payne A (2016, July) Co–creation practices: Their role in shaping a health care ecosystem. Industrial Marketing Management 56:24–39.
Frow P, McColl–Kennedy JR, Hilton T, Davidson A, Payne A, & Brozovic D (2014) Value propositions A service ecosystems perspective. Marketing Theory 14(3): 27–351.
Grönroos C & Ojasalo K (2004) Service productivity: Towards a conceptualization of the transformation of inputs into economic results in service. Journal of Business Research 57:414–423.
Grönroos C (2017) On Value and Value Creation in Service: A Management Pespective. Journal of Creating Value 3(2):1–17.
Guest G (2012) Applied thematic analysis. Thousand Oaks, California: Sage.
Heinonen K, Strandvik T, Mickelsson KJ, Edvardsson B, Sundström E, & Andersson P (2010) A customer–dominant logic of service. Journal of Service Management 21(4): 531–548.
Helfat CE & Peteraf MA (2003) The dynamic resource based view: capability lifecycles. Strategic Management Journal 24:997–1010.
Hood L & Flores M (2012) A personal view on systems medicine and the emergence of proactive P4 medicine: predictive, preventive, personalized and participatory. New Biotechnology 29(6):613–624.
Joiner KA & Lusch RF (2016) Evolving to a new service–dominant logic for health care. Innovation and Entrepreneurship in Health 3:25–33.
Kindström D, Kowalkowski C, & Sandberg E (2013) Enabling service innovation: A dynamic capabilities approach. Journal of Business Research 66:1063–1073.
Kleinaltenkamp M, Brodie RJ, Frow P, Hughes T, Peters LD, & Woratschek H (2012) Resource integration. Marketing Theory 2(2):201–205.
Koskela–Huotari K & Vargo SL (2016) Institutions as resource context. Journal of Service Theory and Practice 26(2):163–178.
Lim C, Kim MJ, Kim KJ, Kim KH, & Maglio PP (2017) Using data to advance service: managerial issues and theoretical implications from action research. Journal of Service Theory and Practice:2055–6225.
Lintern G & Motavalli A (2018) Healthcare information systems: the cognitive challenge. BMC Medical Informatics and Decision Making 18(3).
Lusch RF & Nambisan S (2015) Service Innovation: A Service–Dominant Logic Perspective. MIS Quarterly 39(1):155–176.
Lusch RF, Vargo SL, & Gustafsson A (2016) Fostering a trans–disciplinary perspectives of service ecosystems. Journal of Business Research (69):2957–2963.
Madhavaram S & Hunt S (2008) The Service–Dominant Logic and a Hierarchy of Operant Resources: Developing Masterful Operant Resources and Implication for Marketing Strategy. Journal of the Academy of Marketing Science 36:67–82.
Mele C & Della Corte V (2013) Resource–based view and Service–dominant logic: similarities, differences and further research. Journal of Business Marketing Management 6(4):192–213.
Moore JF (2013) Shared Purpose: A Thousand Business Ecosystems, a Worldwide Connected Community, and the Future.
Ostrom AL, Parasuraman A, Bowen DE, Patrício L, & Voss CA (2015) Service Research Priorities in a Rapidly Changing Context. Journal of Service Research 18(2):127–159.
Otjacques B, Hitzelberger P, & Feltz F (2007) Interoperability of E–Government Information Systems: Issues of Identification and Data Sharing. Journal of Management Information Systems:1557–928X. Retrieved from http://www.tandfonline.com/l
Peters LD (2016) Heteropathic vs. homopathic resource integration and value. Journal of Business Research 69(8):2999–3007.
Pinho N, Beirão G, & Patrício L (2014) Understanding value co–creation in complex services with many actors. Journal of Service Management 25(4):470–493.
Poikola A, Kuikkaniemi K, & Honko H (2014) MyData–A Nordic Model for humancentered personal data management and processing. Helsinki, Finland: Finnish Ministry of Transport and Communications.
Porter M & Tiesberg E (2004) Redefining competition in health care. Harvard Business Review 82(6):65–78.
Porter ME & Lee TH (2013, October) The Strategy That Will Fix Health Care. Harvard Business Review.
Prahalad C & Hamel G (1990) The core competence of the corporation. Harvard Business Review 68:79–91.
Saarijärvi H, Grönroos C, & Kuusela H (2014) Reverse use of customer data: implications for service–based business models. Journal of Services Marketing 28(7):529–537.
Taillard M, Peters LD, Pels J, & Mele C (2016) The role of shared intentions in the emergence of service ecosystems. Journal of Business Research 69:2972–2980.
Tax SS, McCutcheon D, & Wilkinson IF (2013) The Service Delivery Network (SDN): A customer–centric perspective of the customer Journey. Journal of Service Research 16(4):454–470.
Teece D, Pisano G, & Shuen A (1997) Dynamic capabilities and strategic management. Strategic Management Journal 18(7):509–533.
Vargo SL & Akaka MA (2012, September) Value Cocreation and Service Systems (Re) Formation: A Service Ecosystems View. Service Science 4(3):207–217.
Vargo SL & Lusch RF (2011) It’s all B2B…and beyond: Toward a systems perspective of the market. Industrial Marketing Management 40:181–187.
Vargo SL & Lusch RF (2016) Institutions and axioms: an extension and update of servicedominant logic. Journal of the Academy of Marketing Science 44:5–23. doi:10.1007/s11747–015–0456–3.
Wang Y & Hajli N (2017) Exploring the path to big data analytics success in healthcare. Journal of Business Research 70(2017):287–299.
Wang Y, Kung L, & Byrd TA (2018) Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations. Technological Forecasting & Social Change 126:3–13.
Weber R (2015) The Digital Future–a challenge for privacy? Computer Law and Security Review 31:234–242.
Xie K, Wu Y, Xiao J, & Hu Q (2016) Value co–creation between firms and customers: The role of big data–based cooperative assets. Information and Management 53(8):1034–1048.
Yin RK (2009) Case Study Research. SAGE Publications, Inc.
Zomerdijk L & Voss C (2010) Service design for experience–centric services. Journal of Service Research 13(1):67–82.
Tero Huhtala is a doctoral candidate at Oulu Business School, University of Oulu, Finland. He holds a Masters’ degree from marketing, and is his research interests include the use of new technologies in services, such as the utilization of person-centric data, preventive healthcare, and exploring the business opportunities regarding artificial intelligence.
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Huhtala, T. Using Personal Data to Advance Preventive Healthcare Services. J Serv Sci Res 10, 77–115 (2018). https://doi.org/10.1007/s12927-018-0003-0
- Preventive Healthcare
- Resource Integration