Legitimating Illegitimate Practices: How Data Analysts Compromised Their Standards to Promote Quantification
Published Online:30 Jan 2023https://doi.org/10.1287/orsc.2022.1655
References
- (2020) Big data analytics: Challenges and opportunities. Proc. Internat. Conf. Comput. Inform. Tech.Google Scholar
- (1992) Demography and design: Predictors of new product team performance. Organ. Sci. 3(3):321–341.Link, Google Scholar
- (2016) Three lenses on occupations and professions in organizations: Becoming, doing, and relating. Acad. Management Ann. 10(1):183–244.Crossref, Google Scholar
- (1996) Technicians in the workplace: Ethnographic evidence for bringing work into organization studies. Admin. Sci. Quart. 41(3):404–441.Crossref, Google Scholar
- (1991) Introduction: At the intersection of organizations and occupations. Res. Sociol. Organ. 8:1–13.Google Scholar
- (2019) Shadow learning: Building robotic surgical skill when approved means fail. Admin. Sci. Quart. 64(1):87–123.Crossref, Google Scholar
- (2003) Object lessons: Workplace artifacts as representations of occupational jurisdiction. Amer. J. Sociol. 109(3):720–752.Crossref, Google Scholar
- (2011) Making organizational theory work: Institutions, occupations, and negotiated orders. Organ. Sci. 22(5):1157–1167.Link, Google Scholar
- (2021) Blood, Powder, and Residue (Princeton University Press, Princeton, NJ).Google Scholar
- (2021) Managing artificial intelligence. Management Inform. Systems Quart. 45(3):1433–1450.Google Scholar
- (2016) Routines as shock absorbers during organizational transformation: Integration, control, and NASA’s enterprise information system. Organ. Sci. 27(3):551–572.Link, Google Scholar
- (2015) The “macro” and the “micro” of legitimacy: Toward a multilevel theory of the legitimacy process. Acad. Management Rev. 40(1):49–75.Crossref, Google Scholar
- (2020) “And who are you?”: A performative perspective on authority in organizations. Acad. Management J. 63(4):1134–1165.Crossref, Google Scholar
- (2000) Sorting Things Out: Classification and Its Consequences (MIT Press, Cambridge, MA).Crossref, Google Scholar
- (1991) Organizational learning and communities-of-practice: Toward a unified view of working, learning, and innovation. Organ. Sci. 2(1):40–57.Link, Google Scholar
- (2002) Comparing alternative conceptualizations of functional diversity in management teams: Process and performance effects. Acad. Management J. 45(5):875–893.Crossref, Google Scholar
- (1995) Some rhetorical directions of funeral direction: Historical entanglements and contemporary dilemmas. Work Occupation 22(2):115–136.Crossref, Google Scholar
- (1999) Epistemic Cultures: How the Sciences Make Knowledge (Harvard University Press, Cambridge, MA).Crossref, Google Scholar
- (2018) Counting clicks: Quantification and variation in web journalism in the United States and France. Amer. J. Sociol. 123(5):1382–1415.Crossref, Google Scholar
- (2007) Basics of Qualitative Research: Techniques and Procedures for Developing Grounded Theory, 3rd ed. (Sage, Los Angeles, CA).Google Scholar
- (2002) Clothes make the person? The tailoring of legitimating accounts and the social construction of identity. Organ. Sci. 13(5):475–496.Link, Google Scholar
- (2016) Unravelling the motor of patterning work: Toward an understanding of the microlevel dynamics of standardization and flexibility. Organ. Sci. 27(3):633–658.Link, Google Scholar
- (2013) Seizing opportunity in emerging fields: How institutional entrepreneurs legitimated the professional form of management consulting. Organ. Sci. 24(2):356–377.Link, Google Scholar
- (2008) Social movements and failed institutionalization: Corporate (non) response to the AIDS epidemic. Greenwood R, Oliver C, Sahlin K, Suddaby R, eds. SAGE Handbook on Organizational Institutionalism (SAGE Publications, London), 371–388.Crossref, Google Scholar
- (2020) Rapid relationality: How peripheral experts build a foundation for influence with line managers. Admin. Sci. Quart. 65(1):20–60.Crossref, Google Scholar
- (1992) Interpretive barriers to successful product innovation in large firms. Organ. Sci. 3(2):179–202.Link, Google Scholar
- (1995) Accelerating adaptive processes: Product innovation in the global computer industry. Admin. Sci. Quart. 41(1):84–110.Crossref, Google Scholar
- (2013) For a sociology of expertise: The social origins of the autism epidemic. Amer. J. Sociol. 118(4):863–907.Crossref, Google Scholar
- (2018) Working and organizing in the age of the learning algorithm. Inform. Organ. 28(1):62–70.Crossref, Google Scholar
- (2017) How nascent occupations construct a mandate: The case of service designers’ ethos. Admin. Sci. Quart. 62(2):270–303.Crossref, Google Scholar
- (2020) Organizational powers: Contested innovation and loss of professional jurisdiction in the case of retail medicine. Organ. Sci. 31(2):508–534.Link, Google Scholar
- (2008) Interactions in expert service work: Demonstrating professionalism in personal training. J. Contemporary Ethnography 37(1):108–131.Crossref, Google Scholar
- (1959) The Presentation of Self in Everyday Life (Doubleday, Garden City).Google Scholar
- (1983) The Managed Heart: Commercialization of Human Feeling (University of California Press, Berkeley).Google Scholar
- (2009) Not with a ten-foot pole: Core stigma, stigma transfer, and improbable persistence of men’s bathhouses. Organ. Sci. 20(1):134–153.Link, Google Scholar
- (2014) The erosion of expert control through censure episodes. Organ. Sci. 25(6):1633–1661.Link, Google Scholar
- (2015) To hive or to hold? Producing professional authority through scut work. Admin. Sci. Quart. 60(2):263–299.Crossref, Google Scholar
- INFORMS (2016) INFORMS news: INFORMS to officially join analytics movement. Retrieved November 18, 2016, https://www.informs.org/ORMS-Today/Public-Articles/October-Volume-37-Number-5/INFORMS-News-INFORMS-to-Officially-Join-Analytics-Movement.Google Scholar
- (2009) Operating room: Relational spaces and microinstitutional change in surgery. Amer. J. Sociol. 115(3):657–711.Crossref, Google Scholar
- (2019) Subordinate activation tactics: Semi-professionals and micro-level institutional change in professional organizations. Admin. Sci. Quart. 64(4):928–975.Crossref, Google Scholar
- Kellogg KC, Valentine MA, Christin A (2020) Algorithms at work: The new contested terrain of control. Acad. Management Ann. 14(1):366–410.Google Scholar
- (2007) From Higher Aims to Hired Hands: The Social Transformation of American Business Schools and the Unfulfilled Promise of Management as a Profession (Princeton University Press, Princeton, NJ).Crossref, Google Scholar
- (1991) Technology in Society Made Durable. A Sociology Monsters Essays Power, Technology Domination (Routledge, New York).Google Scholar
- (1991) Situated Learning: Legitimate Peripheral Participation (Cambridge University Press, Cambridge, United Kingdom).Crossref, Google Scholar
- (2021) Is AI ground truth really true? The dangers of training and evaluating AI tools based on experts’ know-what. Management Inform. Systems Quart. 45(3):1501–1525.Crossref, Google Scholar
- (2011) Innovation blindness: Culture, frames, and cross-boundary problem construction in the development of new technology concepts. Organ. Sci. 22(2):347–369.Link, Google Scholar
- (1962) Sources of power of lower participants in complex organizations. Admin. Sci. Quart. 7:349–364.Crossref, Google Scholar
- (1997) For love or money? Commodification and the construction of an occupational mandate. Admin. Sci. Quart. 42(4):619–653.Crossref, Google Scholar
- (2011) Risky business: How professionals and professional fields (must) deal with organizational issues. Organ. Stud. 32(10):1349–1371.Crossref, Google Scholar
- (2017) Artful and contorted coordinating: The ramifications of imposing formal logics of task jurisdiction on situated practice. Acad. Management J. 60(2):720–742.Crossref, Google Scholar
- (2019) The double-edged sword of jurisdictional entrenchment: Explaining human resources professionals’ failed strategic repositioning. Organ. Sci. 30(6):1349–1367.Link, Google Scholar
- (2016) The influence of routine interdependence and skillful accomplishment on the coordination of standardizing and customizing. Organ. Sci. 27(3):759–781.Link, Google Scholar
- (1979) The Ethnographic Interview (Wadsworth, Belmont, CA).Google Scholar
- (1995) Managing legitimacy: Strategic and institutional approaches. Acad. Management Rev. 20(3):571–610.Crossref, Google Scholar
- (2005) Rhetorical strategies of legitimacy. Admin. Sci. Quart. 50(1):35–67.Crossref, Google Scholar
- (2017) Legitimacy. Acad. Management Ann. 11(1):451–478.Crossref, Google Scholar
- (2014) Legitimating the legitimate: A grounded theory study of legitimacy work among ethics and compliance officers. Organ. Behav. Human Decision Processes 123(2):186–205.Crossref, Google Scholar
- (2003) Why hospitals don’t learn from failures: Organizational and psychological dynamics that inhibit system change. California Management Rev. 45(2):55–72.Crossref, Google Scholar
- (2006) Psychological perspectives on legitimacy and legitimation. Annu. Rev. Psych. 57:375–400.Crossref, Google Scholar
- (2021) When the machine meets the expert: An ethnography of developing ai for hiring. Management Inform. Systems Quart. 45(3):1557–1580.Crossref, Google Scholar
- (1996) The Challenger Launch Decision: Risky Technology, Culture, and Deviance at NASA (University of Chicago Press, Chicago).Google Scholar
- (2012) Stigmatized categories and public disapproval of organizations: A mixed-methods study of the global arms industry, 1996–2007. Acad. Management J. 55(5):1027–1052.Crossref, Google Scholar
- Waardenburg L, Huysman M, Sergeeva AV (2022) In the land of the blind, the one-eyed man is king: Knowledge brokerage in the age of learning algorithms. Organ. Sci. 33(1):59–82.Google Scholar
- (1999) Communities of Practice: Learning, Meaning, and Identity (Cambridge University Press, Cambridge, MA).Google Scholar
- (2003) Surgeons and the Scope (Cornell University Press, Ithaca, NY).Crossref, Google Scholar

