IDEAS home Printed from https://ideas.repec.org/a/gam/jftint/v14y2022i11p315-d959089.html
   My bibliography  Save this article

Privacy Goals for the Data Lifecycle

Author

Listed:
  • Jane Henriksen-Bulmer

    (Department of Computing and Informatics, Bournemouth University, Fern Barrow, Poole BH12 5BB, UK)

  • Cagatay Yucel

    (Department of Computing and Informatics, Bournemouth University, Fern Barrow, Poole BH12 5BB, UK)

  • Shamal Faily

    (Department of Computing and Informatics, Bournemouth University, Fern Barrow, Poole BH12 5BB, UK)

  • Ioannis Chalkias

    (Department of Computing and Informatics, Bournemouth University, Fern Barrow, Poole BH12 5BB, UK)

Abstract

The introduction of Data Protection by Default and Design (DPbDD) brought in as part of the General Data Protection Regulation (GDPR) in 2018, has necessitated that businesses review how best to incorporate privacy into their processes in a transparent manner, so as to build trust and improve decisions around privacy best practice. To address this issue, this paper presents a 7-stage data lifecycle, supported by nine privacy goals that together, will help practitioners manage data holdings throughout data lifecycle. The resulting data lifecycle (7-DL) was created as part of the Ideal-Cities project, a Horizon-2020 Smart-city initiative, that seeks to facilitate data re-use and/or repurposed. We evaluate 7-DL through peer review and an exemplar worked example that applies the data lifecycle to a real-time life logging fire incident scenario, one of the Ideal-Cities use cases to demonstrate the applicability of the framework.

Suggested Citation

  • Jane Henriksen-Bulmer & Cagatay Yucel & Shamal Faily & Ioannis Chalkias, 2022. "Privacy Goals for the Data Lifecycle," Future Internet, MDPI, vol. 14(11), pages 1-25, October.
  • Handle: RePEc:gam:jftint:v:14:y:2022:i:11:p:315-:d:959089
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1999-5903/14/11/315/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1999-5903/14/11/315/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    2. Jane Henriksen-Bulmer & Shamal Faily & Sheridan Jeary, 2020. "DPIA in Context: Applying DPIA to Assess Privacy Risks of Cyber Physical Systems," Future Internet, MDPI, vol. 12(5), pages 1-23, May.
    3. Cowling, Keith & Sugden, Roger, 1998. "The Essence of the Modern Corporation: Markets, Strategic Decision-Making and the Theory of the Firm," The Manchester School of Economic & Social Studies, University of Manchester, vol. 66(1), pages 59-86, January.
    4. Simon, Herbert A, 1979. "Rational Decision Making in Business Organizations," American Economic Review, American Economic Association, vol. 69(4), pages 493-513, September.
    5. Tadeusz Galanc & Wiktor Kołwzan & Jerzy Pieronek & Agnieszka Skowronek-Grądziel, 2016. "Logic and risk as qualitative and quantitative dimensions of decision-making processes," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 26(3), pages 21-42.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Stephen P. Dunn, 2012. "John Kenneth Galbraith and the Theory of the Firm," Chapters, in: Michael Dietrich & Jackie Krafft (ed.), Handbook on the Economics and Theory of the Firm, chapter 8, Edward Elgar Publishing.
    2. DeCanio, Stephen J. & Watkins, William E., 1998. "Information processing and organizational structure," Journal of Economic Behavior & Organization, Elsevier, vol. 36(3), pages 275-294, August.
    3. Siegfried Berninghaus & Werner Güth & M. Vittoria Levati & Jianying Qiu, 2006. "Satisficing in sales competition: experimental evidence," Papers on Strategic Interaction 2006-32, Max Planck Institute of Economics, Strategic Interaction Group.
    4. Schilirò, Daniele & Graziano, Mario, 2011. "Scelte e razionalità nei modelli economici: un'analisi multidisciplinare [Choices and rationality in economic models: a multidisciplinary analysis]," MPRA Paper 31910, University Library of Munich, Germany.
    5. Michaël Lainé, 2014. "Vers une alternative au paradigme de la rationalité ? Victoires et déboires du programme spinoziste en économie," Post-Print hal-01335618, HAL.
    6. Sent, Esther-Mirjam, 2004. "The legacy of Herbert Simon in game theory," Journal of Economic Behavior & Organization, Elsevier, vol. 53(3), pages 303-317, March.
    7. Sadok Mansour, 2007. "Modelisation Du Risque Dans Les Methodologies D'Audit : Apport Des De La Psychometrie," Post-Print halshs-00543217, HAL.
    8. Hosseini, Hamid, 2003. "The arrival of behavioral economics: from Michigan, or the Carnegie School in the 1950s and the early 1960s?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 32(4), pages 391-409, September.
    9. Schippers, M.C., 2017. "IKIGAI: Reflection on Life Goals Optimizes Performance and Happiness," ERIM Inaugural Address Series Research in Management EIA-2017-070-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam..
    10. Carolin V. Zorell, 2020. "Nudges, Norms, or Just Contagion? A Theory on Influences on the Practice of (Non-)Sustainable Behavior," Sustainability, MDPI, vol. 12(24), pages 1-21, December.
    11. Bart Leten & Rene Belderbos & Bart Van Looy, 2016. "Entry and Technological Performance in New Technology Domains: Technological Opportunities, Technology Competition and Technological Relatedness," Journal of Management Studies, Wiley Blackwell, vol. 53(8), pages 1257-1291, December.
    12. Horaguchi, Haruo, 1996. "The role of information processing cost as the foundation of bounded rationality in game theory," Economics Letters, Elsevier, vol. 51(3), pages 287-294, June.
    13. Pavel Pelikán, 2010. "The Government Economic Agenda in a Society of Unequally Rational Individuals," Kyklos, Wiley Blackwell, vol. 63(2), pages 231-255, May.
    14. Silvia Sacchetti, 2015. "Inclusive and Exclusive Social Preferences: A Deweyan Framework to Explain Governance Heterogeneity," Journal of Business Ethics, Springer, vol. 126(3), pages 473-485, February.
    15. Sovacool, Benjamin K., 2009. "Rejecting renewables: The socio-technical impediments to renewable electricity in the United States," Energy Policy, Elsevier, vol. 37(11), pages 4500-4513, November.
    16. Ronald Schettkat, 2018. "Animal Spirits - Die Verhaltensökonomischen Grundlagen der Keynesschen Theorie," Schumpeter Discussion Papers sdp18008, Universitätsbibliothek Wuppertal, University Library.
    17. Elżbieta Jędrych & Dariusz Klimek & Agnieszka Rzepka, 2021. "Principles of Sustainable Management of Energy Companies: The Case of Poland," Energies, MDPI, vol. 14(8), pages 1-18, April.
    18. Prietula, Michael J. & Watson, Harry S., 2008. "When behavior matters: Games and computation in A Behavioral Theory of the Firm," Journal of Economic Behavior & Organization, Elsevier, vol. 66(1), pages 74-94, April.
    19. Feng, Lei & Zhang, Minghui & Li, Yixin & Jiang, Yan, 2020. "Satisfaction principle or efficiency principle? Decision-making behavior of peasant households in China’s rural land market," Land Use Policy, Elsevier, vol. 99(C).
    20. Gebhard Kirchgässner, 2013. "The Weak Rationality Principle in Economics," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 149(I), pages 1-26, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jftint:v:14:y:2022:i:11:p:315-:d:959089. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.