Big Data viewed through the lens of management fashion theory

Abstract Big Data (BD) is currently one of the most talked about management ideas in the business community. Many call it the “buzzword of the day.” In books and media articles, BD has been referred to as a “revolution” and “new era.” There is lots of optimistic and upbeat rhetoric surrounding BD. This has led some to question whether BD is a hyped-up management fashion. In this paper, the BD phenomenon is viewed through the lens of management fashion theory. Management fashion provides an analytical lens which can be used to analyze the supply and demand side forces shaping the emergence and evolution of BD. The analysis shows that BD emerged in the late 1990s, gained momentum during the mid-2000s and legitimacy in the late 2000s, and enjoyed an almost meteoric rise in popularity in 2011 and 2012. Moreover, the analysis shows that BD currently is a very popular and highly contagious management idea exhibiting several hallmarks of a management fashion. At the same time, evidence suggests that it may be of a longer duration and not just another transient management fashion or fad. The findings have several implications for the study of the BD phenomenon and more generally, management and IT fashions.

[1]  Arsalan Zahid Piprani,et al.  Big Data Analytics , 2019, Lecture Notes in Computer Science.

[2]  B. Marr Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results , 2016 .

[3]  M. Anusha,et al.  Big Data-Survey , 2016 .

[4]  D. Madsen,et al.  Social media and management fashions , 2015 .

[5]  L. A. Slongo,et al.  Feature Fatigue, IT Fashion and IT Consumerization - Is There a Relationship? , 2015 .

[6]  D. Madsen,et al.  The Balanced Scorecard: Fashion or Virus? , 2015 .

[7]  Eric Gossett,et al.  Big Data: A Revolution That Will Transform How We Live, Work, and Think , 2015 .

[8]  J. Warren,et al.  Big Data: Principles and best practices of scalable realtime data systems , 2015 .

[9]  Sathish Deevi,et al.  The Big Data-Driven Business: How to Use Big Data to Win Customers, Beat Competitors, and Boost Profits , 2015 .

[10]  Jerker Denrell,et al.  The Effect of Selection Bias in Studies of Fads and Fashions , 2015, PloS one.

[11]  A. Gandomi,et al.  Beyond the hype: Big data concepts, methods, and analytics , 2015, Int. J. Inf. Manag..

[12]  T. Harford,et al.  Big data: A big mistake? , 2014 .

[13]  Helmut Krcmar,et al.  Big Data , 2014, Wirtschaftsinf..

[14]  M. Pots,et al.  How Big Data Became So Big , 2014 .

[15]  P. Arora The Leisure Commons: A Spatial History of Web 2.0 , 2014 .

[16]  J. Birkinshaw Beware the next big thing. , 2014, Harvard business review.

[17]  Hanne Nørreklit,et al.  Managing in Dynamic Business Environments: Between Control and Autonomy , 2013 .

[18]  Stefan Heusinkveld,et al.  The Management Idea Factory: Innovation and Commodification in Management Consulting , 2013 .

[19]  Axel Bruns,et al.  Faster than the speed of print: Reconciling 'big data' social media analysis and academic scholarship , 2013, First Monday.

[20]  Tom Boellstorff,et al.  Making big data, in theory , 2013, First Monday.

[21]  E. Brynjolfsson,et al.  The Future of Prediction: How Google Searches Foreshadow Housing Prices and Sales , 2013, ICIS 2013.

[22]  D. Madsen,et al.  The Role of the Management Fashion Arena in the Cross-National Diffusion of Management Concepts: The Case of the Balanced Scorecard in the Scandinavian Countries , 2013 .

[23]  S. Fawcett,et al.  Data Science, Predictive Analytics, and Big Data: A Revolution that Will Transform Supply Chain Design and Management , 2013 .

[24]  Jeffrey Needham,et al.  Disruptive Possibilities: How Big Data Changes Everything , 2013 .

[25]  Judith Hurwitz,et al.  Big Data For Dummies , 2013 .

[26]  Viktor Mayer-Schnberger,et al.  Big Data: A Revolution That Will Transform How We Live, Work, and Think , 2013 .

[27]  R. Cluley,et al.  What Makes a Management Buzzword Buzz? , 2013 .

[28]  F. X. Diebold A Personal Perspective on the Origin(s) and Development of 'Big Data': The Phenomenon, the Term, and the Discipline, Second Version , 2012 .

[29]  Erik Brynjolfsson,et al.  Big data: the management revolution. , 2012, Harvard business review.

[30]  Nirmala Singh,et al.  Big Data analytics , 2012, 2012 International Conference on Communication, Information & Computing Technology (ICCICT).

[31]  Francis X. Diebold,et al.  On the Origin(s) and Development of the Term 'Big Data' , 2012 .

[32]  D. Boyd,et al.  CRITICAL QUESTIONS FOR BIG DATA , 2012 .

[33]  J. Benders,et al.  Consultants And Organization Concepts , 2012 .

[34]  Nicole Jung,et al.  Consultants In The Management Fashion Arena , 2012 .

[35]  Matthias Kipping,et al.  The Oxford Handbook of Management Consulting , 2012 .

[36]  D. Boyd,et al.  Six Provocations for Big Data , 2011 .

[37]  Sandy Q. Qu,et al.  Popularizing a Management Accounting Idea: The Case of the Balanced Scorecard , 2011 .

[38]  J. Manyika Big data: The next frontier for innovation, competition, and productivity , 2011 .

[39]  Jure Leskovec,et al.  Social media analytics: tracking, modeling and predicting the flow of information through networks , 2011, WWW.

[40]  Jeannette A. Colyvas,et al.  Ubiquity and Legitimacy: Disentangling Diffusion and Institutionalization* , 2011 .

[41]  Ping Wang,et al.  Chasing the Hottest IT: Effects of Information Technology Fashion on Organizations , 2010, MIS Q..

[42]  Richard Baskerville,et al.  Fashion Waves in Information Systems Research and Practice , 2009, MIS Q..

[43]  Jonathan Grudin,et al.  When social networks cross boundaries: a case study of workplace use of facebook and linkedin , 2009, GROUP.

[44]  H. Varian,et al.  Predicting the Present with Google Trends , 2009 .

[45]  M. Perkmann,et al.  How are management fashions institutionalized? The role of institutional work , 2008 .

[46]  Balachander Krishnamurthy,et al.  Key differences between Web 1.0 and Web 2.0 , 2008, First Monday.

[47]  N. Thawesaengskulthai,et al.  Fashion Setting in Quality Management and Continuous Improvement , 2008 .

[48]  Kim Foster Interview with David Norton , 2006 .

[49]  John Q. Porter Delivering on the Promise. , 2006 .

[50]  K. Klincewicz Management fashions : turning bestselling ideas into objects and institutions , 2006 .

[51]  Christian Ax,et al.  Bundling and diffusion of management accounting innovations—the case of the balanced scorecard in Sweden , 2005 .

[52]  L. Vidal,et al.  Policy: A New Field of Anthropology , 2003 .

[53]  Lars Engwall,et al.  Expansion of Management Knowledge: Carriers, Flows, and Sources , 2003 .

[54]  Helen Sun,et al.  Oracle Big Data Handbook , 2003 .

[55]  Chester S. Spell Management Fashions , 2001 .

[56]  Wai Fong Chua,et al.  The role of actor-networks and boundary objects in management accounting change: a field study of an implementation of activity-based costing , 2001 .

[57]  B. Jackson Management Gurus and Management Fashions , 2001 .

[58]  J. Benders,et al.  What's in a Fashion? Interpretative Viability and Management Fashions , 2001 .

[59]  K. Carson,et al.  Clearing A Path Through The Management Fashion Jungle: Some Preliminary Trailblazing , 2000 .

[60]  J. Benders,et al.  Leaning on lean: the reception of a management fashion in Germany , 2000 .

[61]  A. Kieser Rhetoric and Myth in Management Fashion , 1997 .

[62]  James C. Hyatt,et al.  The Role of Management , 2018 .

[63]  Bernard Marr,et al.  Big Data: Using SMART Big Data, Analytics and Metrics To Make Better Decisions and Improve Performance , 2015 .

[64]  Per Nikolaj Bukh,et al.  Big data: It takes two to tango , 2015 .

[65]  Dag Øivind Madsen How do managers encounter fashionable management concepts? A study of balanced scorecard adopters in Scandinavia , 2014 .

[66]  Bill Schmarzo,et al.  Big Data: Understanding How Data Powers Big Business , 2013 .

[67]  Dick Stenmark,et al.  Social Media As Management Fashion - A Discourse Perspective , 2013, ECIS.

[68]  Hanne Nørreklit,et al.  Managing in Dynamic Business Environments , 2013 .

[69]  B. Hamilton DELIVERING ON THE PROMISE OF BIG DATA AND THE CLOUD , 2012 .

[70]  Ning Su,et al.  Emergence of Cloud Computing: An Institutional Innovation Perspective , 2011, ICIS.

[71]  Jacques Bughin,et al.  Seizing the potential of ‘ big data , 2011 .

[72]  K. Grant,et al.  Knowledge Management, An Enduring but Confusing Fashion , 2011 .

[73]  Stefan Fruehauf,et al.  Delivering on the Promise , 2011 .

[74]  J. Manyika,et al.  Are you ready for the era of ‘big data’? , 2010 .

[75]  Erik Brynjolfsson,et al.  The Future of Prediction: How Google Searches Foreshadow Housing Prices and Quantities , 2009, ICIS.

[76]  Kerstin Sahlin-Andersson,et al.  Fields of Imitation : The Global Expansion of Management Education , 2005 .

[77]  Criss Shore,et al.  Anthropology of policy : critical perspectives on governance and power , 1997 .

[78]  Andrzej Huczynski,et al.  Management Gurus: What Makes Them and How to Become One , 1993 .