The DOI matches its Crossref record; 116 of the 116 references it cites were found in a registry or an index.
Operational research from Taylorism to Terabytes: A research agenda for the analytics age
Open accessAbstract
The growing attention and prominence afforded to analytics presents a genuine challenge for the operational research community. Many in the community have recognised this growth and sought to align themselves with analytics. For instance, the US operational research society INFORMS now offers analytics related conferences, certification and a magazine. However, as shown in this research, the volume of analytics-orientated studies in journals associated with operational research is comparatively low. This paper seeks to address this paradox by seeking to better understand what analytics is, and how operational research is related to it. To do so literature from a range of academic disciplines is analysed, in what is conceived as concurrent histories in the shared tradition of a management paradigm spread over the last 100 years. The findings of this analysis reveal new insights as to how operational research exists within an ecosystem shared with several other disciplines, and how interactions and ripple effects diffuse knowledge and ideas between each. Whilst this ecosystem is developed and evolved through interdisciplinary collaborations, individual disciplines are cast into competition for the attention of the same business users. These findings are further explored by discussing the implication this has for operational research, as well as considering what directions future research may take to maximise the potential value of these relationships.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The Structure of Scientific Revolutions
Kuhn, T. S., & Schlegel, R. (1963) · Physics Today · doi:10.1063/1.3050879 · Cited by 35,538
MapReduce: simplified data processing on large clusters
Dean, J., & Ghemawat, S. (2008) · Communications of the ACM · doi:10.1145/1327452.1327492 · Cited by 18,476
The Analytic Hierarchy Process
Saaty, T. L., & Kearns, K. P. (1985) · Elsevier eBooks · doi:10.1016/b978-0-08-032599-6.50008-8 · Cited by 15,407
The balanced scorecard : measures that drive performance
Caplan, R. S. (1992) · Harvard business review · Cited by 12,085
THE STRUCTURE OF SCIENTIFIC REVOLUTIONS
McGuire, J. E. (1963) · Philosophical Books · doi:10.1111/j.1468-0149.1963.tb00813.x · Cited by 8,547
(1992) · PubMed · Cited by 7,979
Systems Thinking, Systems Practice
Checkland, P. B. (1981) · Cumulative Index of Computer Aided Architectural Design · Cited by 6,256
Business intelligence and analytics: from big data to big impact
Chen, H., Chiang, R. H. L., & Storey, V. C. (2012) · MIS Quarterly · doi:10.2307/41703503 · Cited by 6,250
(2011) · Cited by 5,203
The Psychology of Human-Computer Interaction
Card, S. K., Moran, T. P., & Newell, A. (2018) · CRC Press eBooks · doi:10.1201/9780203736166 · Cited by 4,103
Systems thinking, systems practice
(1982) · European Journal of Operational Research · doi:10.1016/0377-2217(82)90206-5 · Cited by 3,579
Hershauer, J. C., & Simon, H. A. (1978) · Academy of Management Review · doi:10.2307/257591 · Cited by 3,209
Chief executives define their own data needs.
Rockart, J. F. (1979) · PubMed · Cited by 2,802
Debowski, S. (2005) · UWA Profiles and Research Repository (UWA) · Cited by 2,579
The new science of management decision.
Simon, H. A. (1960) · Harper & Brothers eBooks · doi:10.1037/13978-000 · Cited by 2,439
Planning and Control Systems: A Framework for Analysis
Anthony, R. N. (1965) · Medical Entomology and Zoology · Cited by 2,226
The psychology of human-computer interaction
Rogers, Y. (1984) · Applied Ergonomics · doi:10.1016/0003-6870(84)90205-9 · Cited by 1,970
Wagemans, J. P., Elder, J. H., Kubovy, M., Palmer, S. E., Peterson, M. A., Singh, M., & von der Heydt, R. (2012) · Psychological Bulletin · doi:10.1037/a0029333 · Cited by 1,693
Decision support systems : an organizational perspective
Keen, P., & Morton, M. S. S. (1978) · Addison-Wesley Longman Publishing Co., Inc. eBooks · Cited by 1,673
Past, present, and future of decision support technology
Shim, J. P., Warkentin, M. E., Courtney, J. F., Power, D., Sharda, R., & Carlsson, C. P. O. (2002) · Decision Support Systems · doi:10.1016/s0167-9236(01)00139-7 · Cited by 1,513
Scalable SQL and NoSQL data stores
Cattell, R. G. G. (2011) · ACM SIGMOD Record · doi:10.1145/1978915.1978919 · Cited by 1,380
The Analytic Hierarchy Process
Wang, J., Chakraborty, C., & Ouyang, H. (2008) · IGI Global eBooks · doi:10.4018/978-1-59904-843-7.ch003 · Cited by 1,374
Predictive Analytics in Information Systems Research1
Shmueli, G., & Koppius, O. R. (2011) · MIS Quarterly · doi:10.2307/23042796 · Cited by 1,328
Bryant, C., & White, L. G. (2019) · Routledge eBooks · doi:10.4324/9780429052125-6 · Cited by 1,215
(2007) · Cited by 1,133
E-Commerce Product Recommendation Agents: Use, Characteristics, and Impact1
Xiao, B., & Benbasat, I. (2007) · MIS Quarterly · doi:10.2307/25148784 · Cited by 1,081
The Future of Operational Research is Past
Ackoff, R. L. (1979) · Journal of the Operational Research Society · doi:10.1057/jors.1979.22 · Cited by 1,073
"The End of Theory: The Data Deluge Makes the Scientific Method Obsolete"
Willighagen, E. (2008) · doi:10.59350/j4d10-0jt05 · Cited by 1,057
A Framework for the Development of Decision Support Systems
Sprague, R. H. (1980) · MIS Quarterly · doi:10.2307/248957 · Cited by 1,037
Competing on analytics: the new science of winning
(2007) · Choice Reviews Online · doi:10.5860/choice.44-6322 · Cited by 947
Rosenhead, J., & Mingers, J. (2001) · Wiley eBooks · Cited by 837
Diehl, M., Bock, H. G., Schlöder, J. P., Findeisen, R., Nagy, Z. K., & Allgöwer, F. (2002) · Journal of Process Control · doi:10.1016/s0959-1524(01)00023-3 · Cited by 695
Predictive Analytics in Information Systems Research
Shmueli, G., & Koppius, O. (2010) · doi:10.2139/ssrn.1606674 · Cited by 676
Rational Analysis for a Problematic World Revisited
Rosenhead, J., & Mingers, J. (2001) · London School of Economics and Political Science Research Online (London School of Economics and Political Science) · Cited by 619
The end of an architectural era: (it's time for a complete rewrite)
Stonebraker, M. R., Madden, S. R., Abadi, D. J., Harizopoulos, S., Hachem, N. I., & Helland, P. (2007) · Cited by 558
(1999) · Choice Reviews Online · doi:10.5860/choice.36-4531 · Cited by 513
A brief history of decision support systems
Power, D. (2007) · Cited by 489
Successful implementation of Six Sigma: benchmarking General Electric Company
Henderson, K. M., & Evans, J. R. (2000) · Benchmarking An International Journal · doi:10.1108/14635770010378909 · Cited by 418
Systems Approaches to Managing Change: A Practical Guide
Reynolds, M., & Holwell, S. (2010) · Springer eBooks · doi:10.1007/978-1-84882-809-4 · Cited by 409
Emerging trends in business analytics
Kohavi, R., Rothleder, N., & Simoudis, E. (2002) · Communications of the ACM · doi:10.1145/545151.545177 · Cited by 320
Milestones in the history of thematic cartography, statistica l graphics, and data visualization
Friendly, M. L. (2008) · Cited by 310
John von Neumann and the origins of modern computing
(1991) · Choice Reviews Online · doi:10.5860/choice.29-0882 · Cited by 287
KPIs: a critical appraisal of their use in construction
Beatham, S., Anumba, C. J., Thorpe, T., & Hedges, I. (2004) · Benchmarking An International Journal · doi:10.1108/14635770410520320 · Cited by 263
THE QUANTITATIVE REVOLUTION AND THEORETICAL GEOGRAPHY1
Burton, I. (1963) · Canadian Geographies / Géographies canadiennes · doi:10.1111/j.1541-0064.1963.tb00796.x · Cited by 256
Hämäläinen, R. P., Luoma, J. S., & Saarinen, E. (2013) · European Journal of Operational Research · doi:10.1016/j.ejor.2013.02.001 · Cited by 245
Multiple Criteria Decision Making: From Early History to the 21st CenturyPreprint
Köksalan, M., Wallenius, J., & Zionts, S. (2011) · RePEc: Research Papers in Economics · doi:10.1142/8042 · Cited by 181
Marketing malpractice: the cause and the cure.
Christensen, C. M., Cook, S., & Hall, T. (2005) · PubMed · Cited by 164
Business Intelligence and Analytics: Research Directions
Lim, E.-P., Chen, H.-C., & Chen, G.-Q. (2013) · TMIS · doi:10.1145/2407740.2407741 · Cited by 160
Creating the twentieth century: technical innovations of 1867-1914 and their lasting impact
(2006) · Choice Reviews Online · doi:10.5860/choice.43-4632 · Cited by 160
Minimizing logistics risk through real‐time vehicle routing and mobile technologies
Giaglis, G. M., Minis, I. E., Tatarakis, A., & Zeimpekis, V. (2004) · International Journal of Physical Distribution & Logistics Management · doi:10.1108/09600030410567504 · Cited by 158
The Analytics Movement: Implications for Operations Research
Liberatore, M. J., & Luo, W. (2010) · INFORMS Journal on Applied Analytics · doi:10.1287/inte.1100.0502 · Cited by 157
Large-Scale Parallel Data Mining
Zaki, M. J., & Ho, C. (2000) · Lecture notes in computer science · doi:10.1007/3-540-46502-2 · Cited by 157
Just Modeling Through: A Rough Guide to Modeling
Pidd, M. (1999) · INFORMS Journal on Applied Analytics · doi:10.1287/inte.29.2.118 · Cited by 155
Business Intelligence and Analytics Education, and Program Development
Chiang, R. H. L., Goes, P. B., & Stohr, E. A. (2012) · ACM Transactions on Management Information Systems · doi:10.1145/2361256.2361257 · Cited by 153
An architecture for a business and information system
Devlin, B., & Murphy, P. T. (1988) · IBM Systems Journal · doi:10.1147/sj.271.0060 · Cited by 149
A Kuhnian Crisis in Management Science?
Dando, M., & Bennett, P. G. (1981) · Journal of the Operational Research Society · doi:10.1057/jors.1981.22 · Cited by 140
Operational Research in War and Peace
Kirby, M. W. (2003) · IMPERIAL COLLEGE PRESS eBooks · doi:10.1142/9781860949401 · Cited by 137
Strategic Options Development and Analysis
Ackermann, F., & Eden, C. (2010) · Springer eBooks · doi:10.1007/978-1-84882-809-4_4 · Cited by 134
Good Data Won't Guarantee Good Decisions
Shah, S., Horne, A., & Capella, J. (2012) · Harvard business review · Cited by 122
Modeling and solving real-time scheduling problems by stochastic integer programming
Sand, G., & Engell, S. (2003) · Computers & Chemical Engineering · doi:10.1016/j.compchemeng.2003.09.009 · Cited by 111
Arguments for Constructively Simple Models
Ward, S. C. (1989) · Journal of the Operational Research Society · doi:10.1057/jors.1989.19 · Cited by 107
The end of an architectural era: it's time for a complete rewrite
Stonebraker, M. R., Madden, S. R., Abadi, D. J., Harizopoulos, S., Hachem, N. I., & Helland, P. (2018) · ACM eBooks · doi:10.1145/3226595.3226637 · Cited by 104
Business Analytics for Managers: Taking Business Intelligence Beyond Reporting
Laursen, G. H. N., & Thorlund, J. (2010) · doi:10.1002/9781119302490 · Cited by 94
Classification — the Ubiquitous Challenge
Weihs, C., & Gaul, W. (2005) · Studies in classification, data analysis, and knowledge organization · doi:10.1007/3-540-28084-7 · Cited by 92
Decision support systems and expert systems: A comparison
Ford, F. N. (1985) · Information & Management · doi:10.1016/0378-7206(85)90066-7 · Cited by 90
A Computer Aided Decision System
Ferguson, R. L., & Jones, C. H. (1969) · Management Science · doi:10.1287/mnsc.15.10.b550 · Cited by 89
A real-time production scheduler for a stochastic manufacturing environment
Davis, W. J., & Jones, A. T. (1988) · International Journal of Computer Integrated Manufacturing · doi:10.1080/09511928808944350 · Cited by 86
Green, W. A. (1995) · History and Theory · doi:10.2307/2505437 · Cited by 76
Objectivity and subjectivity in thedecision making process
Buchanan, J. T., Henig, E. J., & Henig, M. I. (1998) · Annals of Operations Research · doi:10.1023/a:1018980318183 · Cited by 74
Management information systems
Davis, G. B. (1982) · ACM SIGMIS Database the DATABASE for Advances in Information Systems · doi:10.1145/1113482.1113485 · Cited by 60
Bock, H. G., Diehl, M., Schlöder, J. P., Allgöwer, F., Findeisen, R., & Nagy, Z. K. (2000) · IFAC Proceedings Volumes · doi:10.1016/s1474-6670(17)38617-2 · Cited by 58
Advances in analytics: Integrating dynamic data mining with simulation optimization
Better, M., Glover, F., & Laguna, M. (2007) · IBM Journal of Research and Development · doi:10.1147/rd.513.0477 · Cited by 57
Real-Time Decision Problems: An Operational Research Perspective
Séguin, R., Potvin, J.-Y., Michel Gendreau, A., Crainic, T. G., & Marcotte, P. (1997) · Journal of the Operational Research Society · doi:10.1038/sj.jors.2600341 · Cited by 55
Decision support systems: Learning from visual interactive modelling
Belton, V., & Elder, M. (1994) · Decision Support Systems · doi:10.1016/0167-9236(94)90052-3 · Cited by 52
Implementing Real-Time Optimization Models: A Case Application From The Motor Carrier Industry
Powell, W. B., Marar, A., Gelfand, J. J., & Bowers, S. (2002) · Operations Research · doi:10.1287/opre.50.4.571.2852 · Cited by 49
Raising the Barcode Scanner: Technology and Productivity in the Retail Sector
Basker, E. (2012) · American Economic Journal Applied Economics · doi:10.1257/app.4.3.1 · Cited by 48
Bruzzone, A. G., & Giribone, P. (2002) · Annual Simulation Symposium (ANSS) · doi:10.1109/simsym.1998.668417 · Cited by 48
The Mathematical Sciences and World War II
Rees, M. (1980) · American Mathematical Monthly · doi:10.1080/00029890.1980.11995105 · Cited by 47
Milestones in the History of Data Visualization: A Case Study in Statistical Historiography
Friendly, M. L. (2005) · Springer eBooks · doi:10.1007/3-540-28084-7_4 · Cited by 44
From Punched Cards to "Big Data": A Social History of Database Populism
Driscoll, K. (2012) · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · doi:10.7275/r5b8562p · Cited by 44
The perils of partnering in developing markets.
Thompson, S. J. (2012) · PubMed · Cited by 43
OR PRACTICE—The Dance of the Thirty-Ton Trucks: Dispatching and Scheduling in a Dynamic Environment
Durbin, M., & Hoffman, K. (2008) · Operations Research · doi:10.1287/opre.1070.0459 · Cited by 39
Gürer, D. (2002) · ACM SIGCSE Bulletin · doi:10.1145/543812.543843 · Cited by 36
Business Process Optimization Using Formalized Optimization Patterns
Niedermann, F., Radeschütz, S., & Mitschang, B. (2011) · Lecture notes in business information processing · doi:10.1007/978-3-642-21863-7_11 · Cited by 35
Marcus, A. (2006) · interactions · doi:10.1145/1109069.1109103 · Cited by 33
On Alan Turing and the Origins of Digital Computers
Randell, B. (1972) · doi:10.25405/ncl.34123542 · Cited by 30
Bartlett, R. (2013) · International Linear Collider · Cited by 28
World War II and other historical influences on the formation of the Ergonomics Research Society
Waterson, P. E. (2011) · Ergonomics · doi:10.1080/00140139.2011.622796 · Cited by 27
INFORMS and the Analytics Movement: The View of the Membership
Liberatore, M. J., & Luo, W. (2011) · INFORMS Journal on Applied Analytics · doi:10.1287/inte.1110.0599 · Cited by 25
Business Analytics Based on Financial Time Series
Varshney, K. R., & Mojsilović, A. (2011) · IEEE Signal Processing Magazine · doi:10.1109/msp.2011.941554 · Cited by 25
The Database Relational Model: A Retrospective Review and Analysis
Date, C. J. (2000) · Addison-Wesley Longman Publishing Co., Inc. eBooks · Cited by 24
Scientific Management: Technique or Cultural Ideology?
Taksa, L. (1992) · Journal of Industrial Relations · doi:10.1177/002218569203400301 · Cited by 24
Business Intelligence and Analytics: Research Directions
Lim, E. P., Chen, H., & Chen, G. (2015) · Cited by 23
What is “behavioral science?” — notes toward a history
Senn, P. R. (1966) · Journal of the History of the Behavioral Sciences · doi:10.1002/1520-6696(196604)2:2 · Cited by 21
Advances in Data Mining: History and Future
He, J. (2009) · Intelligent Information Technology Application · doi:10.1109/iita.2009.204 · Cited by 20
Performance Management Analytics - The Next Extension in Managerial AccountingPreprint
Silvi, R., Möller, K., & Schläfke, M. (2010) · SSRN Electronic Journal · doi:10.2139/ssrn.1656486 · Cited by 17
Feinleib, D. (2014) · Apress eBooks · doi:10.1007/978-1-4842-0040-7_2 · Cited by 15
Complex compound option models – Can practitioners truly operationalize them?
Ghosh, S., & Troutt, M. D. (2012) · European Journal of Operational Research · doi:10.1016/j.ejor.2012.05.007 · Cited by 14
Dua, V., Perkins, J. D., & Pistikopoulos, E. N. (2006) · Wiley eBooks · doi:10.1002/9783527619856.ch18 · Cited by 12
Statistical Challenges in Modern Astronomy II
Nelson, P. I., Babu, G. J., & Feigelson, E. D. (1998) · Journal of the American Statistical Association · doi:10.2307/2669867 · Cited by 12
Ferrite core memories that shaped an industry
Pugh, E. W. (1984) · IEEE Transactions on Magnetics · doi:10.1109/tmag.1984.1063416 · Cited by 9
Temperley, H. N. V. (1956) · Science · doi:10.1126/science.124.3215.276-a · Cited by 9
Esch, J. W. (1969) · Cited by 9
The Current State of Analytics in the Corporation
Coghlan, T. E., Diehl, G., Karson, E. J., Liberatore, M. J., Luo, W., Nydick, R. L., Pollack‐Johnson, B., & Wagner, W. P. (2010) · International Journal of Business Intelligence Research · doi:10.4018/jbir.2010040101 · Cited by 8
Random Variables and Probability Distributions
Basu, A., & Basu, S. (2016) · CRC Press eBooks · doi:10.1201/9781315374062-7 · Cited by 5
FIGURES OF PROSLEPTIC SYLLOGISMS IN PRIOR ANALYTICS 2.7
Malink, M. (2012) · The Classical Quarterly · doi:10.1017/s0009838811000565 · Cited by 4
Gürer, D., Light, J. S., Björkman, C., Davies, R., Hancock, M., Condon, A., Craig, A., Galpin, V. C., Martin, U., Pohl, M., et al. (2009) · Wiley eBooks · doi:10.1002/9780470050118.ecse472 · Cited by 4
Ormerod, R. J. (1999) · OR Insight · doi:10.1057/ori.1999.8 · Cited by 3
Statistical Software, Siftware and Astronomy
Wegman, E. J., Carr, D. B., King, R. D., Miller, J. J., Poston, W. L., Solka, J. L., & Wallin, J. F. (1997) · Springer eBooks · doi:10.1007/978-1-4612-1968-2_11 · Cited by 3
Operational Research: Milestones and Highlights of Canadian Contributions
Gilbert Laporte, A. (2008) · INFOR Information Systems and Operational Research · doi:10.3138/infor.46.4.309 · Cited by 2
Giloi, W. K. (1998) · ACM SIGNUM Newsletter · doi:10.1145/290590.290591 · Cited by 1
Integration: Understanding New Mediation via Innovations in Horror Cinema
Rickels, L. A. (2015) · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · doi:10.7275/r5bp00qz · Cited by 1
Raising the Barcode Scanner: Technology and Productivity in the Retail SectorPreprint
Basker, E. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1754469 · Cited by 1
Real-Time Decision Problems: An Operational Research Perspective
Seguin, R., Potvin, J.-Y., Gendreau, M., Crainic, T. G., & Marcotte, P. (1997) · The Journal of the Operational Research Society · doi:10.2307/3010356
Arguments for Constructively Simple Models
Ward, S. C. (1989) · Journal of the Operational Research Society · doi:10.1057/palgrave.jors.0400203
Research works printed but not linked: 9
- Agosta, 2004, Data mining is dead – Long live predictive analytics, DM Review, 14, 37
- Basu, A. (2013). Five pillars of prescriptive analytics success. analytics magazine, March/April 2013 (pp. 8–12).
- Churchman, 1967, Wicked problems, Management Science, 14, B141
- Flowers, 1983, The design of colossus, Annals of the History of Computing, 5, 38
- Hurrion, R. D. (1976). The design, use and required facilities of an interactive visual computer simulation language to explore production planning problems, PhD Thesis. University of London.
- Lewis, J. (1996). Reaping the benefits of modern usability evaluation: The simon story. In 1st International conference on advances in applied ergonomics (pp. 752–757).
- Lustig, I., Dietrich, B., Johnson, & Dziekan, C. (2010). The analytics journey. Analytics Magazine, November/December 2010 (pp. 11–13).
- Panian, Z. (2008). A break-through approach to real-time decisioning in business management. In Proceedings of the 2nd WSEAS international conference on management, marketing and finances (pp. 25–30).
- Scott Morton, M. S. (1969). Computer-driven visual display devices – Their impact on the management decision-making process (doctoral thesis). <http://dspace.mit.edu/bitstream/handle/1721.1/48089/impactofinteract00scot.pdf?sequence=1> (Accessed 15.03.13).
Cited by
Sorted by citations
HR and analytics: Why HR is set to fail the big data challenge
Angrave, D., Charlwood, A., Kirkpatrick, I., Lawrence, M., & Stuart, M. (2016) · Human Resource Management Journal · doi:10.1111/1748-8583.12090 · Cited by 633
Arunachalam, D., Kumar, N., & Kawalek, J. P. (2018) · Transportation Research Part E: Logistics and Transportation Review · doi:10.1016/j.tre.2017.04.001 · Cited by 535
Prescriptive analytics: Literature review and research challenges
Lepenioti, K., Bousdekis, A., Apostolou, D., & Mentzas, G. (2020) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.04.003 · Cited by 501
“To do this, business analytics utilizes methods from the data science, operational research, machine learning and information systems fields (Mortenson, Doherty, & Robinson, 2015).”
Management challenges in creating value from business analytics
Vidgen, R., Shaw, S., & Grant, D. B. (2017) · European Journal of Operational Research · doi:10.1016/j.ejor.2017.02.023 · Cited by 493
Kraus, M., Feuerriegel, S., & Oztekin, A. (2020) · European Journal of Operational Research · doi:10.1016/j.ejor.2019.09.018 · Cited by 392
Metadata
- Authors
- Mortenson, M. J., Doherty, N. F., & Robinson, S.
- Affiliations
- Loughborough University (GB)
- Corresponding author
- Robinson, Stewart
- Venue
- European Journal of Operational Research
- Publisher
- Elsevier BV
- Published
- 2015-03
- Volume
- 241
- Issue
- 3
- Pages
- 583-595
- ISSN
- 0377-2217 (ISSN-L)
- OpenAlex
- W2121991049
- Cited by
- 235
- References
- 116
- Citations by year
- 2026: 12 · 2025: 8 · 2024: 16 · 2023: 18 · 2022: 19 · 2021: 35 · 2020: 28 · 2019: 36 · 2018: 26 · 2017: 17 · 2016: 10 · 2015: 9
- FWCI
- 27.33
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- European Journal of Operational Research (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- Loughborough University Institutional Repository (Loughborough University) (submittedVersion, cc-by)
- Loughborough University Research Repository (Loughborough University) (submittedVersion, cc-by)
- Newcastle University ePrints (Newcastle Univesity) (cc-by)
- Funders
- Operational Research Society
- Topics
- Social Sciences › Business, Management and Accounting › Management Information Systems › Big Data and Business Intelligence
- Social Sciences › Business, Management and Accounting › Strategy and Management › Management and Optimization Techniques
- Social Sciences › Decision Sciences › Management Science and Operations Research › Complex Systems and Decision Making
- Keywords
- operational research, data analytics, history of management thought, scientific management, interdisciplinary collaboration, research agenda, INFORMS, management paradigms, knowledge diffusion, business users, analytics adoption
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
