Data Is No Free Gift: An Anthropological Perspective on Data Sharing in an Inter-Organizational Context

Authors

  • Ende, Leonore van den
  • Marrewijk, Alfons van

DOI:

https://doi.org/10.22439/jba.v13i1.6586

Abstract

Organizational research on data sharing in inter-organizational contexts is limited, giving little insight into why data is or is not shared, often bypassing social and cultural norms, values and perspectives, and issues of power, (dis)trust, and (un)willingness to share. Drawing on an empirical study in the infrastructure sector in the Netherlands, where administrators increasingly urge infrastructure operators to share their data to create a more integrated and resilient infrastructure network, we ask: How is data sharing enabled and constrained according to organizational actors of critical infrastructure operators? Our findings exhibit five perceived challenges and five opportunities of sharing data, providing two main contributions to business anthropology and organization studies. Theoretically, we reconceptualize data sharing as “gift-giving,” helping to identify and understand the human-centered facets hitherto overlooked such as the reciprocal relations and cultural tensions associated with inter-organizational data exchange. Empirically, contributing in a more pragmatic sense, we add the notion of “enclosing” which entails the situational exchange of mutually agreed upon, limited data among pre-selected organizations via a bounded platform. We suggest that the enclosed platforms provide a context conducive for reciprocal data-gifting and a framework for future practical applications of data sharing in (inter)organizational settings.

References

Anand, N., Gupta, A., and Appel, H. (2018). The Promise of Infrastructure. Durham: Duke University Press. https://doi.org/10.1215/9781478002031

Bailey, C. A. (2007). A Guide to Qualitative Field Research. Thousand Oaks: Pine Press Forge. https://doi.org/10.4135/9781412983204

Biersteker, E. and Marrewijk, A. V. (2023). “Integrating Knowledge in Infrastructure Projects: The Interplay Between Formal and Informal Knowledge Governance Mechanisms.” Construction Management and Economics 41(10): 859-874. https://doi.org/10.1080/01446193.2023.2210695

Birchall, C. (2011). “Introduction to ‘Secrecy and Transparency’: The Politics of Opacity and Openness.” Theory, Culture & Society 28(7-8): 7-25. https://doi.org/10.1177/0263276411427744

Boellstorff, T. and Maurer, B. (eds.) (2015). Data, Now Bigger and Better! Chicago: Prickly Paradigm Press.

Christensen, L. T. and Cheney, G. (2014). “Peering into Transparency: Challenging Ideals, Proxies, and Organizational Practices.” Communication Theory 25(1): 70-90. https://doi.org/10.1111/comt.12052

Davis, E. (2015). Techgnosis: Myth, Magic & Mysticism in the Age of Information. Berkeley, CA: North Atlantic Books.

Deloitte (2017). New Technologies Case Study: Data Sharing in Infrastructure. National Infrastructure Commission.

Dobusch, L., Dobusch, L., and Müller-Seitz, G. (2019). “Closing for the Benefit of Openness? The Case of Wikimedia’s Open Strategy Process.” Organization Studies 40(3): 343-370. https://doi.org/10.1177/0170840617736930

Elder-Vass, D. (2016). Profit and Gift in the Digital Economy. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9781316536421

Engelhart, J., Roehrich, J. K., and Squire, B. (2023). “Governing Inter-Organisational Relationships in Large Projects: A Review and Future Research Agenda.” In G. Winch, M. Brunet, and C. Dongping (eds.), Research Handbook on Complex Project Organizing (pp. 213-222). Cheltenham: Edward Elgar Publishing. https://doi.org/10.4337/9781800880283.00032

Ferryman, K. (2017). “Reframing Data as a Gift.” Available at SSRN: https://ssrn.com/abstract=3000631 or https://doi.org/10.2139/ssrn.3000631

Fourcade, M. and Kluttz, D. N. (2020). “A Maussian Bargain: Accumulation by Gift in the Digital Economy.” Big Data & Society 7(1): https://doi.org/10.1177/2053951719897092

Gerrits, L. and Verweij, S. (2018). The Evaluation of Complex Infrastructure Projects: A Guide to Qualitative Comparative Analysis. Cheltenham: Edward Elgar Publishing. https://doi.org/10.4337/9781783478422

Gioia, D. A., Corley, K. G., and Hamilton, A. L. (2013). “Seeking Qualitative Rigor in Inductive Research: Notes on the Gioia methodology.” Organizational Research Methods 16(1): 15-31. https://doi.org/10.1177/1094428112452151

Gouldner, A. W. (1960). “The Norm of Reciprocity : A Preliminary Statement Author.” American Sociological Review 25: 161-178. https://doi.org/10.2307/2092623

Gregg, M. (2015). “The Gift That Is Not Given.” In T. Boellstorff and B. Maurer (eds.), Data, Now Bigger and Better (pp. 47-66). Chicago: Prickly Paradigm Press.

Gupta, A. (2018). “The Future in Ruins: Thoughts on the Temporality of Infrastructures.” In N. Anand, A. Gupta, and H. Appel (eds.), The Promise of Infrastructure (pp. 62-80). Durham: Duke University Press. https://doi.org/10.1215/9781478002031-003

Harari, Y. N. (2016). Homo Deus: A Brief History of Tomorrow. Random House. https://doi.org/10.17104/9783406704024

Harari, Y. N. (2017). “Dataism Is Our New God.” New Perspectives Quarterly 34(2): 36-43. https://doi.org/10.1111/npqu.12080

Harvey, F. and Tulloch, D. (2006). “Local‐Government Data Sharing: Evaluating the Foundations of Spatial Data Infrastructures.” International Journal of Geographical Information Science 20(7): 743-768. https://doi.org/10.1080/13658810600661607

Harvey, P., Jensen, C. B., and Morita, A. (eds.) (2017). Infrastructures and Social Complexity: A Companion. London: Routledge. https://doi.org/10.4324/9781315622880

Harvey, P. and Knox, H. (2015). Roads: An Anthropology of Infrastructure and Expertise. London: Cornell University Press.

Hautz, J., Seidl, D., and Whittington, R. (2017). “Open Strategy: Dimensions, Dilemmas, Dynamics.” Long Range Planning 50(3): 298-309. https://doi.org/10.1016/j.lrp.2016.12.001

Hazell, P., Novitzky, P., and van den Oord, S. (2023). “Socio-Technical System Analysis of Responsible Data Sharing in Water Systems as Critical Infrastructure.” Frontiers in Big Data 5. https://doi.org/10.3389/fdata.2022.1057155

Ingold, T. (2013). Making: Anthropology, Archaeology, Art and Architecture. London: Routledge. https://doi.org/10.4324/9780203559055

Jalali Sohi, A., Nezami, M. R., Bakker, H., and Hertogh, M. (2021). “Inter-Organizational Co-Creation: An Approach to Support Energy Transition Projects.” In: R. Cuevas, C. N. Bodea, and P. Torres-Lima (eds), Research on Project, Programme and Portfolio Management: Integrating Sustainability into Project Management (pp. 151-166). Springer, Cham. https://doi.org/10.1007/978-3-030-60139-3_11

Janssen, M., Charalabidis, Y., and Zuiderwijk, A. (2012). “Benefits, Adoption Barriers and Myths of Open Data and Open Government.” Information Systems Management 29(4): 258-268. https://doi.org/10.1080/10580530.2012.716740

Jones, C. and Lichtenstein, B. (2008). “Temporary Inter-Organizational Projects: How Temporal and Social Embeddedness Enhance Coordination and Manage Uncertainty.” In S. Cropper, M. Ebers, C. Huxham, and P. S. Ring (eds.), The Oxford Handbook of Inter-Organizational Relations (pp. 231-255). Oxford: Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199282944.003.0009

Kapogiannis, G. and Sherratt, F. (2018). “Impact of Integrated Collaborative Technologies to Form a Collaborative Culture in Construction Projects.” Built Environment Project and Asset Management 8(1): 24-38. https://doi.org/10.1108/BEPAM-07-2017-0043

Kitchin, R. (2014). The Data Revolution: Big Data, Open Data, Data Infrastructures and Their Consequences. London: Sage. https://doi.org/10.4135/9781473909472

Konstantinou, E. and Fincham, R. (2011). “Not Sharing But Trading: Applying a Maussian Exchange Framework to Knowledge Management.” Human Relations 64(6): 823-842. https://doi.org/10.1177/0018726710388676

Larkin, B. (2013). “The Politics and Poetics of Infrastructure.” Annual Review of Anthropology 42(1): 327-343. https://doi.org/10.1146/annurev-anthro-092412-155522

Larkin, B. (2018). “Promising Forms: The Political Aesthetics of Infrastructure.” In N. Anand, A. Gupta, and H. Appel (eds.), The Promise of Infrastructure (pp. 175-202). London: Duke University Press. https://doi.org/10.1215/9781478002031-008

Laursen, K. and Salter, A. J. (2014). “The Paradox of Openness: Appropriability, External Search and Collaboration.” Research Policy 43(5): 867-878. https://doi.org/10.1016/j.respol.2013.10.004

Lenfle, S. and Söderlund, J. (2018). “Large-Scale Innovative Projects as Temporary Trading Zones: Toward an Interlanguage Theory.” Organization Studies 40(11): 1713-1739. https://doi.org/10.1177/0170840618789201

Maurer, I. (2010). “How to Build Trust in Inter-Organizational Projects: The Impact of Project Staffing and Project Rewards on the Formation of Trust, Knowledge Acquisition and Product Innovation.” International Journal of Project Management 28(7): 629-637. https://doi.org/10.1016/j.ijproman.2009.11.006

Mauss, M. (2002). The Gift: The Form and Reason for Exchange in Archaic Societies. London: Routledge. https://doi.org/10.4324/9780203407448

Munns, A. K. (1995). “Potential Influence of Trust on Successful Completion of a Project.” International Journal of Project Management 13(1): 19-24. https://doi.org/10.1016/0263-7863(95)95699-E

Nezami, M. R., de Bruijne, M. L., Hertogh, M. J., and Bakker, H. L. (2022). “Collaboration and Data Sharing in Inter-Organizational Infrastructure Construction Projects.” Sustainability 14(24): 16835. https://doi.org/10.3390/su142416835

Nezami, M. R., de Bruijne, M. L., Hertogh, M. J., and Bakker, H. L. (2023). “Inter-Organizational Collaboration in Interconnected Infrastructure Projects.” Sustainability 15(8): 6721. https://doi.org/10.3390/su15086721

O'Dell, P. (2010). Silver Bullets: How Interoperable Data Will Revolutionize Information Sharing and Transparency. Bloomington, IN: AuthorHouse.

Pfaffenberger, B. (1992). “Social Anthropology of Technology.” Annual Review Anthropology 21: 491-516. https://doi.org/10.1146/annurev.anthro.21.1.491

Romele, A. and Severo, M. (2016). “The Economy of the Digital Gift: From Socialism to Sociality Online.” Theory, Culture & Society 33(5): 43-63. https://doi.org/10.1177/0263276415619474

Sahlins, M. (1973). “On the Sociology of Primitive Exchange.” In M. Banton (ed.), The Relevance of Models for Social Anthropology (pp. 139-236). London: Tavistock.

Schut, D. (2020). “Data delen en simultaan schaken.” NGinfra Magazine 1. Retrieved from https://www.nginfra.nl/magazines-archief

Star, S. (1999). “The Ethnography of Infrastructure.” American Behavioral Scientist 43(3): 377-391. https://doi.org/10.1177/00027649921955326

Star, S. L. and Griesemer, J. R. (1989). “Institutional Ecology, ‘Translations’ and Boundary Objects: Amateurs and Professionals in Berkeley's Museum of Vertebrate Zoology, 1907-39.” Social Studies of Science 19(3): 387-420. https://doi.org/10.1177/030631289019003001

Swärd, A. (2016). “Trust, Reciprocity, and Actions: The Development of Trust in Temporary Inter-Organizational Relations.” Organisation Studies 37(12): 1841-1860. https://doi.org/10.1177/0170840616655488

Tett, G. (2015). The Silo Effect: The Peril of Expertise and the Promise of Breaking Down Barriers. New York: Simon and Schuster.

Tett, G. (2018). “Language Matters: The Real Meaning of Big Data.” Financial Times Magazine. Retrieved June 6, 2024 from https://www.ft.com/content/bd88b9f2-e79f-11e8-8a85-04b8afea6ea3

Thorén, C., Ågerfalk, P. J., and Rolandsson, B. (2018). “Voicing the Puppet: Accommodating Unresolved Institutional Tensions in Digital Open Practices.” Organization Studies 39(7): 923-945. https://doi.org/10.1177/0170840617695358

Tsoukas, H. (1997). “The Tyranny of Light: The Temptations and the Paradoxes of the Information Society.” Futures 29(9): 827-843. https://doi.org/10.1016/S0016-3287(97)00035-9

Tuomi, I. (1999). “Data Is More Than Knowledge: Implications of the Reversed Knowledge Hierarchy for Knowledge Management and Organizational Memory.” Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. HICSS-32. https://doi.org/10.1109/HICSS.1999.772795

Van Marrewijk, A. and van den Ende, L. (2022). “Shaping Interorganizational Strategic Projects Through Power Relations and Strategic Practices.” International Journal of Project Management 40(4): 426-438. https://doi.org/10.1016/j.ijproman.2022.03.008

Van Marrewijk, A. H. and Dessing, N. S. S. (2019). “Negotiating Reciprocal Relationships: Practices of Engaged Scholarship in Project Studies.” International Journal of Project Management 37(7): 884-895. https://doi.org/10.1016/j.ijproman.2019.07.001

Van Marrewijk, A. H., Ybema, S., Smits, K., Clegg, S. R., and Pitsis, T. (2016). “Clash of the Titans: Temporal Organizing and Collaborative Dynamics in the Panama Canal Megaproject.” Organization Studies 37(12): 1745-1769. https://doi.org/10.1177/0170840616655489

Weick, K. E. (1979). The Social Psychology of Organizing. 2nd edition. Reading, MA: Addison Wesley.

Weick, K. E. (1995). Sensemaking in Organizations. London: Sage.

Wolbers, J., Boersma, K., and Groenewegen, P. (2017). “Introducing a Fragmentation Perspective on Coordination in Crisis Management.” Organization Studies 39(11): 1521-1546. https://doi.org/10.1177/0170840617717095

Wong, W. K., Cheung, S. O., Yui, T. W., and Pang, H. Y. (2008). “A Framework for Trust in Construction Contracting.” International Journal of Project Management 26(8): 821-829. https://doi.org/10.1016/j.ijproman.2007.11.004

Yanow, D. (2006). “Thinking Interpretively: Philosophical Presuppositions and the Human Sciences.” In D. Yanow (ed.), Interpretation and Method: Empirical Research Methods and the Interpretative Turn (pp. 5-26). New York: M.E. Sharpe. https://doi.org/10.4324/9781315703275-2

Yoo, Y., Boland Jr, R. J., Lyytinen, K., and Majchrzak, A. (2012). “Organizing for Innovation in the Digitized World.” Organization Science 23(5): 1398-1408. https://doi.org/10.1287/orsc.1120.0771

Zins, C. (2007). “Conceptual Approaches for Defining Data, Information, and Knowledge.” Journal of the American Society for Information Science and Technology 58(4): 479-493. https://doi.org/10.1002/asi.20508

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2024-07-01

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