Collective intelligence process to interpret weak signals and early warnings
DOI:
https://doi.org/10.37380/jisib.v9i2.466Keywords:
Collective sensemaking, competitive intelligence, weak signalsAbstract
The treatment of weak signals is identified as a method to identify strategic surprises in a firm’s environment. Many researchers address the problem of anticipation of movements that have an impact on a firm’s environment. Weak signals are considered in some approaches and presented in the literature, but also other methods are explored. This article tries to deepen the discussion of how to treat and interpret weak signals collected in a firm’s environment. The concept of a weak signal is explained and the discussion about how to collect and interpret them is presented. Two important aspects are distinguished in the article: the usefulness of information technology in collection and treatment of weak signals and the concept of collective sensemaking in interpreting weak signals. Two cases of weak signal interpretation are presented as illustrationsReferences
Almeida, F.C. de (2009). People – A Critical Success Factor in the Brazilian CI Process. Competitive Intelligence. Vol. 12, n.3,
May-June, p. 13-19. Accessible sur http://www.advsbrasil.com.br
Ansoff, H.I. (1975) – Managing strategic surprise by response to weak signals. California Management Review, vol. XVIII, n°2, p.21-33
Akhavan, P., and Pezeshkan, A. (2014). Knowledge management critical failure factors: a multi-case study. VINE,Journal of Information and Knowledge Management Systems. 44(1), 22–41. doi:10.1108/vine-082012-0034
Argyris, C. (1996,) "Actionable knowledge: Design causality in the service of consequential theory", The Journal of applied behavioral science, vol. 32, no 4, pp. 390-406.
Blanco, S. Lesca, H. (1998) – Business Intelligence : a collective learning procesfor the selection of early warning signals. ECIS’ Workshop on Knowledge Management, Aixen- Provence, juin, 12 p. Edité par CEA/DIST, Saclay, France, 15p
Blanco, S. Lesca, N. (2003) - From weak signals to anticipative information: learning from the implementation of an information selection method. In Search of Time: proceedings of the international conference: Isida - Palermo, Italy, May 8-10, 2003. – Palermo : F.Orlando, 2005. pp.197-209.
Buitrago-Uitrago A. F. (2014). Aide à la prise de décision stratégique. Détection d’Informations pertinentes de sources numériques d’Internet. Spécialité : Sciences de Gestion. [s.l.] : Université de Grenoble Alpes. Casagrande, A. Proposition d’une mesure de voisinage entre textes : Application à la veille stratégique. Spécialité : MathématiquesInformatique. [s.l.] : Université de Grenoble, 2012. Coburn, C.E. (2001). Collective Sensemaking about Reading: How Teachers Mediate Reading Policy in Their Professional Communities. Educational Evaluation and Policy Analysis 23, 2, 145–170.
Lesca, H., Buitrago-Uitrago A. F., Casagrande, A. (2016). Signaux ‘faibles’ anticipatifs (SFA) pour la prise de décisions stratégiques : deux outils pour les détecter et les utiliser. 13e Forum Européen, IES, Rouen.
Daft, R. L., Weick, K.E., (1984) – Toward a model of organizations as interpretation systems. Academy of Management Review, vol.9, n°2, pp.284-295
Edmunds, A., Morris, A. (2000) – The problem of information overload in business organisations: a review of the literature. International Journal of Information Management. v. 20, p.17-28. Day, G. S., and
Schoemaker, P. J. H. (2005). Scanning the periphery. Harvard Business Review, 83, 144–148.
Gilad, B. (2004) - Early Warning: Using Competitive Intelligence to Anticipate Market Shifts, Control Risk and Create Powerful Strategies. Ed.
Amacom. Gilad, B. (2011). Strategy without intelligence, intelligence without strategy. Business Strategy Series, 12(1), 4-11.
Herring, J. P. (1988). Building a Business Intelligence System. Journal of Business Strategy, 9(3), 4–9. doi:10.1108/eb039219
Herring, J. P. (1999). Key intelligence topics: A process to identify and define intelligence needs. Competitive Intelligence Review, 10(2), 4–14.
Lau, R. Y. K., Liao, S. S. Y., Wong, K. F., Chiud, D. K. W. (2012). Web 2.0 environmental scanning and adaptive decision support for business mergers and acquisitions. MIS Quarterly. december, 36,(4)1239-1268.
Lesca, H. (1995) - The crucial problem of the strategic probe: the construction of the 'Puzzle'. CERAG – CNRS-5820, série Recherche 95-02, avril, 24 p. accessible www.veillestrategique.org.
Lesca, H. (2001) – Veille stratégique : passage de la notion de signal faible à la notion de signe d’alerte précoce. Colloque VSST 2001, Barcelone oct., Actes du colloque, tome 1, pp. 98-105. Accessible www.veille-strategique.org
Lesca. H (2003) veille stratégique : la méthode L.E.SCAnning ®, Editions EMS. 180 p, accessible www.veille-strategique.org
Lesca, H., Kriaa, S., Casagrande, A. (2009) - Veille stratégique : Un Facteur d’échec paradoxal largement avéré : la surinformation causée par l’Internet. Cas concrets, retours d’expérience et piste de solutions. VSST 2009, Nancy accessible www.veille-strategique.org
Lesca, N., Caron-Fasan, M-L (2008) - Strategic scanning project failure and abandonment factors: lessons learned. European Journal of Information Systems,17, 371-386.
Lesca, H., Lesca, N. (2014). Weak Signals for Stratetegic Intelligence - Anticipation Tool for Managers. ISTE Wiley.
Lesca, N., Caron-Fasan, M.-L., Aguirre, E.L. and Chalus-Sauvannet, M.C. (2016). Drivers and barriers to pre-adoption of strategic scanning information systems in the context of sustainable supply chain. Systèmes d'information and management 2015/3. 20, 946. DOI 10.3917/sim.153.0009
Marrs, R. (2005) – Early warning signals, A Convertion for Exploration – Part 1. Coemergence. Accessible on Internet. Memheld, P. (2014). Intelligence analysis and cognitive biases: an illustrative case study, Journal of Intelligence Studies in Business, 4(2), 41-50.
Mamykina, L., Nakikj, D., and Elhadad, N. (2015). Collective Sensemaking in Online Health Forums. Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems - CHI ’15.
Morrison, I. Wilson (1996) The strategic management response to the challenge of global change, in: H. Didsbury (Ed.), Future Vision, Ideas, Insights, and Strategies, The World Future Society, Bethesda, MD.
Nonaka, I. (1991) - “The Knowledge-Creating Company...” Harvard Business Review 69(6), 96 - 104.
Nonaka, I. (1994) - A dynamic theory of organizational knowledge creation. Organization Science, 5(1) p.14-37. Reinhardt, W.A (1984). An early warning system for strategic planning. Long Range Planning ,vol.17, n°5, p.25-34.
Rohrbeck, R. and M. Bade (2012). Environmental scanning, futures research, strategic foresight and organizational future orientation: a review, integration, and future research directions, ISPIM Annual Conference, Barcelona, Spain.
Rossel, P. (2012). Early detection, warnings, weak signals and seeds of change: A turbulent domain of futures studies, Futures, 44(3), 229–239.
Søilen, K.S. (2017) Why care about competitive intelligence and market intelligence? The case of Ericsson and the Swedish Cellulose Company. Journal of Intelligence Studies in Business, 7(2), 27-39.
Sherlock, A. (2011). Managing information overload. Pharmaceutical Technology Europe, 23(8), 12-13. Shoemaker, P. J. H. And Day, G. S. 2009. How to make sense of weak signals. MIT Sloan Management Review, 50(3): 81– 89.
Stanovich, K and West, R. (1998). Individual differences in rational thoughts. Journal of Experimental Psichology, 127(2), 161-188.
Starbuck, W.H. Milliken, F.J. (1988) - Executives’ perceptual filters: what they notice and how
they make sense. In D. Hambrick (Ed.), The executive effect: concepts and methods for studying top managers, Greenwich, CT: JAI Press, pp.35-65.
Wenger, E. Communities of Practice: Learning, Meaning and Identity. Cambridge University Press, Cambridge, 1998.
Weick, K.E., Sutcliffe, K.M., and Obstfeld, D. Organizing and the Process of Sensemaking. Organization Science 16, 4 (2005), 409–421.
Søilen, K.S. (2019) How managers stay informed about the surrounding world. Journal of Intelligence Studies in Business. 9 (1) 28-35.
Lashgari, M., Sutton-Brady, C., Solberg Søilen, K., & Ulfvengren, P. (2018). Adoption strategies of social media in B2B firms: a multiple case study approach. Journal of Business & Industrial Marketing, 33(5), 730-743.
Tontini, G., & Söilen, K. S. (2017). Nonlinear antecedents of customer satisfaction and loyalty in third-party logistics services (3PL). Asia Pacific Journal of Marketing and Logistics, (just-accepted), http://www.emeraldinsight.com/doi/pdfplus/10.1108/APJML-09-2016-0173
Søilen, K. S. (2017). Why care about competitive intelligence and market intelligence? The case of Ericsson and the Swedish Cellulose Company. Journal of Intelligence Studies in Business, 7(2).
Söilen, K. S. (2017). Why the social sciences should be based in evolutionary theory: the example of geoeconomics and intelligence studies. Journal of Intelligence Studies in Business, 7(1).
Solberg Søilen, K. (2016). Economic and industrial espionage at the start of the 21st century–Status quaestionis. Journal of Intelligence Studies in Business, 6(3).
Solberg Søilen, K. (2016). Users’ perceptions of Data as a Service (DaaS). Journal of Intelligence Studies in Business, 6(2), 43-51.
Solberg Søilen, K. (2016). A research agenda for intelligence studies in business. Journal of Intelligence Studies in Business, 6(1), 21-36.
Gedda, David, Nilsson, Billy, Såthén, Zebastian and Solberg Søilen, Klaus (2016). Crowdfunding: Finding the optimal platform for funders and entrepreneurs. Technology Innovation Management Review, 6, 3, pp. 31-40
Solberg Søilen, Klaus (2015). A place for intelligence studies as a scientific discipline. Journal of Intelligence Studies in Business, Vol. 5, No 3, pp. 34-46.
Oubrich, Mourad, Aziza, Amine, Solberg Søilen, Klaus (2015). The impact of CRM on QoE: An exploratory study from mobile phone industry in Morocco. Journal of Intelligence Studies in Business, Vol 5, No 2, pp. 22-35.
Drozdz, Sebastian, Dufwa, Marcus, Meconnen, Robiel, Solberg Søilen, Klaus (2015). An assessment of Customer Shared Value in the restaurant industry. Theoretical and Applied Economics, No. 4, 605, pp. 85-98
Granquist, C., Strömberg, F., Solberg Søilen, K. (2015). Games as a marketing channel – the impact of players and spectators. International Journal of Electronic Business Management, Vol. 13, No. 1, pp. 57-65
Vriens, Dirk, Solberg Søilen, Klaus (2014). Disruptive Intelligence - How to gather Information to deal with disruptive innovations. Journal of Intelligence Studies in Business, Vol. 4, No 3, pp. 63-78
Solberg Søilen, Klaus (2014). A survey of users’ perspectives and preferences as to the value of JISIB – A spot-check. Journal of Intelligence Studies in Business, Vol. 4, No 2, pp. 61-65
Svensson, B., Frestad Solér, M. Solberg Søilen, K. (2014). Bara segrar
Tontini, G., Söilen, K. S., & Zanchett, R. (2017). Nonlinear antecedents of customer satisfaction and loyalty in third-party logistics services (3PL). Asia Pacific Journal of Marketing and Logistics, 29(5), 1116-1135.
Agostino, Alessandro, Solberg Søilen, Klaus, Gerritsen, Bart (2013). Cloud solution in Business Intelligence for SMEs –vendor and customer perspectives, Journal of Intelligence Studies in Business Vol 3, No 3, pp. 5-28
Solberg Søilen, K. (2013). An overview of articles on Competitive Intelligence in JCIM and CIR. Journal of Intelligence Studies in Business Vol 3, No 1, pp. 44-58.
Solberg Søilen, K., Jenster, P. (2013). The Relationship between Strategic Planning and Company Performance – A Chinese perspective. Journal of Intelligence Studies in Business, Vol 3, No 1, pp. 15-30.
Tontini, G., Solberg Søilen, K., Silveira, A. (2013). How interactions of service attributes affect customer satisfaction: A study of the Kano model’s attributes. Total Quality Management & Business Excellence, Volume 24, Issue 11-12, pages 1253-1271
Solberg Søilen, K., Nerme, P., Stemström, C., Darefelt, N. (2013). Usage of internet banking among different segments – trust and information needs. Journal of Internet Banking and Commerce, Vol 18, No 2, pp. 2-18
Fri, W., Pehrsson, T., Solberg Søilen, K. (2013). How the phases of cluster development are associated with innovation – the case of China. International Journal of Innovation Science, Vol. 5, Nr. 1, pp. 31-43.
Hansson, L., Wrangmo, A. Solberg Søilen, K. (2013). Optimal ways for companies to use Facebook as a marketing channel. Journal of Information, Communication and Ethics in Society. Vol. 11 Iss: 2, pp. 112 – 126.
Solberg Søilen, K., Tontini, G. (2013). Knowledge Management systems and Human Resource Management policies for Innovation benchmarking: a study at ST Ericsson. Internatinal Journal of Innovation Science, Vol 5, No 3, pp. 159-171
Yasmina, A., Solberg Søilen, K., Vriens, D. (2012). Using the SSAV model to evaluate Business Intelligence Software. Journal of Intelligence Studies in Business, Vol 2, No 1, pp. 29-40.
Solberg Søilen, K. Hasslinger, A. (2012). Factors shaping vendor differentiation in the Business Intelligence software industry. Journal of Intelligence Studies in Business, Vol 2, No 3, pp. 48-54.
Sabanovic, A., Solberg Søilen, K. (2012). Customers’ Expectations and Needs in the Business Intelligence Software Market. Journal of Intelligence Studies in Business, Vol 2, No 1, pp. 5-20.
Solberg Søilen, K. (2012). The Fallacy of the Service Economy. European Business Review, Vol 24, Iss: 4, pp. 308-319.
. Solberg Søilen, K. (Planned for 2020) Digital Marketing. Springer: Heidelberg/Berlin
Solberg Søilen, K. (2013). Exhibit Marketing & Trade Show Intelligence - Successful Boothmanship and Booth Design. Springer Verlag, Berlin
Solberg Søilen, K. (2012). Geoeconomics. Ventus Publishing ApS/Bookboon, London (50 000+ downloads per year)
Jenster, P., Solberg Søilen, K. (2009). Market Intelligence: Building Strategic Insight. Copenhagen Business School Press, Denmark
Solberg Søilen, K. and Huber, S. (2006). 20 svenska studier för små och medelstora företag – pedagogik och vetenskaplig metod. Studentlitteratur, Lund
Solberg Søilen, K. (2005). Introduction to Public and Private Intelligence. Studentlitteratur, Lund
Solberg Søilen, K. (2005). En liten bok i Logikk. Hvordan lære å tenke. GRIN Humanities, Norderstedt, Germany
Solberg Søilen, K. (2005). Wirtschaftsspionage in Verhandlungen aus Informationsökonomischer Perspektive - Eine Interdisziplinäre Analyse. Dissertation. Faculty of Economics/Wirtschaftswissenshaftlichen Fakultät Universität Leipzig, Germany
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