Coactive Vicarious Learning: Toward a Relational Theory of Vicarious Learning in Organizations
Abstract
Vicarious learning—individual learning that occurs through being exposed to and making meaning from another’s experience—has long been recognized as a driver of individual, team, and organizational success. Yet existing perspectives on this critical learning process have remained fairly limited, often casting vicarious learning as simply an intrapersonal, one-way process of observation and imitation. Largely absent in prior perspectives is a consideration of the relational dynamics and underlying behaviors by which individuals learn vicariously through interacting with others, rendering these perspectives less useful for understanding learning in the increasingly interconnected work of modern organizations. Integrating theories of experiential learning and symbolic interactionism, I offer a theoretical model of coactive vicarious learning, a relational process of coconstructed, interpersonal learning that occurs through discursive interactions between individuals at work. I explore how these interactions involve the mutual processing of another’s experience; are influenced by characteristics of the individual, relational, and structural context in organizations; and lead to growth not only in individuals’ knowledge but also in their individual and relational capacity for learning and applying knowledge. I close by discussing the implications of this conceptual model for the understanding and practice of vicarious learning in organizations.
REFERENCES
- 2003. Nurturing interpersonal trust in knowledge-sharing networks. Academy of Management Executive, 17(4): 64–77.Abstract , Google Scholar
- 2008. Professional work: The emergence of collaborative community. Organization Science, 19: 359–376. Google Scholar
- 2005. Begging, borrowing, and building on ideas from the outside to create pulsed innovation inside teams. In L. L. Thompson & H.-S. Choi (Eds.), Creativity and innovation in organizational teams: 183–198. Mahwah, NJ: Lawrence Erlbaum Associates. Google Scholar
- 2015. Knowledge transfer and organizational learning. In K. Kraiger, J. Passmore, N. R. dos Santos, & S. Malvezzi (Eds.), The Wiley Blackwell handbook of the psychology of training, development, and performance improvement: 154–170. Hoboken, NJ: Wiley-Blackwell. Google Scholar
- 2001. Group learning in organizations. In M. E. Turner (Ed.), Groups at work: Theory and research: 369–411. Mahwah, NJ: Lawrence Erlbaum Associates. Google Scholar
- 2000. Knowledge transfer: A basis for competitive advantage in firms. Organizational Behavior and Human Decision Processes, 82: 150–169. Google Scholar
- 2000. Knowledge transfer in organizations: Learning from the experience of others. Organizational Behavior and Human Decision Processes, 82: 1–8. Google Scholar
- 2003. Managing knowledge in organizations: An integrative framework and review of emerging themes. Management Science, 49: 571–582. Google Scholar
- 2010. Teaching-learning ecologies: Mapping the environment to structure through action. Organization Science, 22: 262–285. Google Scholar
- 2005. Conversation as experiential learning. Management Learning, 36: 411–427. Google Scholar
- 1977a. Social learning theory. Englewood Cliffs, NJ: Prentice Hall. Google Scholar
- 1977b. Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84: 191–215. Google Scholar
- 1986. Social foundations of thought and action. Englewood Cliffs, NJ: Prentice Hall. Google Scholar
- 1989a. Human agency in social cognitive theory. American Psychologist, 44: 1175–1184. Google Scholar
- 1989b. Social cognitive theory. In R. Vasta (Ed.), Annals of child development: 1–60. Greenwich, CT: JAI Press. Google Scholar
- 1997. Self-efficacy: The exercise of control. Princeton, NJ: Macmillan. Google Scholar
- 1963. Imitation of film-mediated aggressive models. Journal of Abnormal and Social Psychology, 66: 3–11. Google Scholar
- 1989. Top management and innovations in banking: Does the composition of the top team make a difference? Strategic Management Journal, 10: 107–124. Google Scholar
- 1991. The altruism question: Toward a social-psychological answer. Hillsdale, NJ: Lawrence Erlbaum Associates. Google Scholar
- 2000. Making the next move: How experiential and vicarious learning shape the locations of chains’ acquisitions. Administrative Science Quarterly, 45: 766–801. Google Scholar
- 1964. Exchange and power in social life. New York: Wiley. Google Scholar
- 2017. Learning from others’ failures: The effectiveness of failure stories for managerial learning. Academy of Management Learning & Education, 16: 39–53.Link , Google Scholar
- 1969. Symbolic interactionism: Perspective and method. Berkeley: University of California Press. Google Scholar
- 1991. The storytelling organization: A study of story performance in an office-supply firm. Administrative Science Quarterly, 36: 106–126. Google Scholar
- 2003. A relational view of information seeking and learning in social networks. Management Science, 49: 432–445. Google Scholar
- 2010. External learning activities and team performance: A multimethod field study. Organization Science, 21: 81–96. Google Scholar
- 2013. Changing routines: A process model of vicarious group learning in pharmaceutical R&D. Academy of Management Journal, 56: 35–61.Link , Google Scholar
- 1999. Knowledge transfer in international acquisitions. Journal of International Business Studies, 30: 439–462. Google Scholar
- 1991. Organizational learning and communities-of-practice: Toward a unified view of working, learning, and innovating. Organization Science, 2: 40–57. Google Scholar
- 1992. Lists and stories as organizational communication. Communication Theory, 2: 281–302. Google Scholar
- 2010. Structure and learning in self-managed teams: Why “bureaucratic” teams can be better learners. Organization Science, 21: 609–624. Google Scholar
- 2002. Comparing alternative conceptualizations of functional diversity in management teams: Process and performance effects. Academy of Management Journal, 45: 875–893.Link , Google Scholar
- 1993. Shared mental models in expert team decision making. In N. J. Castellan (Ed.), Individual and group decision making: Current issues: 221–246. Hillsdale, NJ: Lawrence Erlbaum Associates. Google Scholar
- 2013. Transformational leadership, relationship quality, and employee performance during continuous incremental organizational change. Journal of Organizational Behavior, 34: 942–958. Google Scholar
- 2008. When competence is irrelevant: The role of interpersonal affect in task-related ties. Administrative Science Quarterly, 53: 655–684. Google Scholar
- 2014. What goes around comes around: Knowledge hiding, perceived motivational climate, and creativity. Academy of Management Journal, 57: 172–192.Link , Google Scholar
- 2009. Learning through rare events: Significant interruptions at the Baltimore & Ohio Railroad Museum. Organization Science, 20: 846–860. Google Scholar
- 2012. A handoff is not a telegram: An understanding of the patient is co-constructed. Critical Care, 16: 303. Google Scholar
- 2014. Scale indicators of social exchange relationships: A comparison of relative content validity. Journal of Applied Psychology, 99: 599–618. Google Scholar
- 2000. Toward an integrative theory of training motivation: A meta-analytic path analysis of 20 years of research. Journal of Applied Psychology, 85: 678–707. Google Scholar
- 1998. Conscientiousness, goal orientation, and motivation to learn during the learning process: A longitudinal study. Journal of Applied Psychology, 83: 654–665. Google Scholar
- 2004. Narrative approaches to the transfer of organisational knowledge. Knowledge Management Research & Practice, 2(3): 184–193. Google Scholar
- 2005. Social exchange theory: An interdisciplinary review. Journal of Management, 31: 874–900. Google Scholar
- 2004. More than an answer: Information relationships for actionable knowledge. Organization Science, 15: 446–462. Google Scholar
- 1999. Writing management: Organization theory as a literary genre. Oxford: Oxford University Press. Google Scholar
- 1984. Information richness: A new approach to managerial behavior and organization design. Research in Organizational Behavior, 6: 191–233. Google Scholar
- 2014. Retelling stories in organizations: Understanding the functions of narrative repetition. Academy of Management Review, 39: 22–43.Link , Google Scholar
- 1995. The acquisition, transfer, and depreciation of knowledge in service organizations: Productivity in franchises. Management Science, 41: 1750–1762. Google Scholar
- 1998. Successful knowledge management projects. Sloan Management Review, 39(2): 43–57. Google Scholar
- 1980. A social learning approach to organizational behavior. Academy of Management Review, 5: 281–290.Link , Google Scholar
- 2013. Understanding the (re)creation of routines from within: A symbolic interactionist perspective. Academy of Management Review, 38: 181–205.Link , Google Scholar
- 2003. The power of high-quality connections. In K. Cameron, J. Dutton, & R. Quinn (Eds.), Positive organizational scholarship: 263–278. San Francisco: Berrett-Koehler. Google Scholar
- 1986. Motivational processes affecting learning. American Psychologist, 41: 1040–1048. Google Scholar
- 1958. A comprehensive dictionary of psychological and psychoanalytical terms. New York: Longmans, Green & Co. Google Scholar
- 1950. Social pressures in informal groups: A study of human factors in housing. Oxford: Harper & Brothers. Google Scholar
- 2012. Dynamically integrating knowledge in teams: Transforming resources into performance. Academy of Management Journal, 55: 998–1022.Link , Google Scholar
- 2011. Dealing with unusual experiences: A narrative perspective on organizational learning. Organization Science, 22: 587–601. Google Scholar
- 1997. Realities and relationships: Soundings in social construction. Cambridge, MA: Harvard University Press. Google Scholar
- 1987. Social theory and modern sociology. Stanford, CA: Stanford University Press. Google Scholar
- 1985. Linking cognition and behavior: A script processing interpretation of vicarious learning. Academy of Management Review, 10: 527–539.Link , Google Scholar
- 2012. Relational bureaucracy: Structuring reciprocal relationships into roles. Academy of Management Review, 37: 709–733.Link , Google Scholar
- 1995. Relationship-based approach to leadership: Development of leader-member exchange (LMX) theory of leadership over 25 years: Applying a multi-level multi-domain perspective. Leadership Quarterly, 6: 219–247. Google Scholar
- 2007. Relational job design and the motivation to make a prosocial difference. Academy of Management Review, 32: 393–417.Link , Google Scholar
- 1998. Coactive learning for distributed data mining. Paper presented at the 4th International Conference on Knowledge Discovery and Data Mining, New York. Google Scholar
- 1996. Group composition and decision making: How member familiarity and information distribution affect process and performance. Organizational Behavior and Human Decision Processes, 67: 1–15. Google Scholar
- 1999. The search-transfer problem: The role of weak ties in sharing knowledge across organization subunits. Administrative Science Quarterly, 44: 82–111. Google Scholar
- 2002. Knowledge networks: Explaining effective knowledge sharing in multiunit companies. Organization Science, 13: 232–248. Google Scholar
- 1999. What’s your strategy for managing knowledge? Harvard Business Review, 77(2): 106–116. Google Scholar
- 1958. The psychology of interpersonal relations. New York: Wiley. Google Scholar
- 1987. Literary interpretation and the rhetoric of the human sciences. In J. S. Nelson, A. Megill, & D. N. McCloskey (Eds.), The rhetoric of the human sciences: 263–275. Madison: University of Wisconsin Press. Google Scholar
- 2003. Out of sight, out of sync: Understanding conflict in distributed teams. Organization Science, 14: 615–632. Google Scholar
- 1991. Strategic decision models: Integrating different perspectives. Strategic Management Journal, 12: 327–351. Google Scholar
- 2009. Seeking help in the shadow of doubt: The sensemaking processes underlying how nurses decide whom to ask for advice. Journal of Applied Psychology, 94: 1261–1274. Google Scholar
- 2003. Climate as a moderator of the relationship between leader-member exchange and content specific citizenship: Safety climate as an exemplar. Journal of Applied Psychology, 88: 170–178. Google Scholar
- 2012. Eyes on, hands on: Vicarious observational learning as an enhancement of direct experience. Academy of Management Learning & Education, 11: 591–608.Link , Google Scholar
- 1991. Organizational learning: The contributing processes and the literatures. Organization Science, 2: 88–115. Google Scholar
- 2010. Cross-understanding: Implications for group cognition and performance. Academy of Management Review, 25: 6–26. Google Scholar
- 2000. Friendships among competitors in the Sydney hotel industry. American Journal of Sociology, 106: 387–423. Google Scholar
- 2010. Unlocking knowledge transfer potential: Knowledge demonstrability and superordinate social identity. Organization Science, 21: 643–660. Google Scholar
- 2007. relational archetypes, organizational learning, and value creation: Extending the human resource architecture. Academy of Management Review, 32: 236–256.Link , Google Scholar
- 2013. Learning from my success and from others’ failure: Evidence from minimally invasive cardiac surgery. Management Science, 59: 2435–2449. Google Scholar
- 2007. Vicarious learning from the failures and near-failures of others: Evidence from the U.S. commercial banking industry. Academy of Management Journal, 50: 687–714.Link , Google Scholar
- 2005. Antecedents of knowledge transfer from consultants to clients in enterprise system implementations. MIS Quarterly, 29: 59–85. Google Scholar
- 1984. Experiential learning: Experience as the source of learning and development. Englewood Cliffs, NJ: Prentice Hall. Google Scholar
- 1991. Situated learning: Legitimate peripheral participation. New York: Cambridge University Press. Google Scholar
- 2016. Taking a multifoci approach to the study of justice, social exchange, and citizenship behavior: The target similarity model. Journal of Management, 33: 841–866. Google Scholar
- 2013. Make yourself an expert. Harvard Business Review, 91(4): 127–131. Google Scholar
- 1995. Wellsprings of knowledge: Building and sustaining the sources of innovation. Cambridge, MA: Harvard Business Press. Google Scholar
- 2004. The strength of weak ties you can trust: The mediating role of trust in effective knowledge transfer. Management Science, 50: 1477–1490. Google Scholar
- 1985. Trust as a social reality. Social Forces, 63: 967–985. Google Scholar
- 2004. Knowledge and performance in knowledge-worker teams: A longitudinal study of transactive memory systems. Management Science, 50: 1519–1533. Google Scholar
- 2005. Transactive memory systems, learning, and learning transfer. Organization Science, 16: 581–598. Google Scholar
- 2006. Team mental models and team performance: A field study of the effects of team mental model similarity and accuracy. Journal of Organizational Behavior, 27: 403–418. Google Scholar
- 2007. Demystifying organizational learning. Thousand Oaks, CA: Sage. Google Scholar
- 1981. Vicarious learning: The influence of modeling on organizational behavior. Academy of Management Review, 6: 105–113.Link , Google Scholar
- 2000. The influence of shared mental models on team process and performance. Journal of Applied Psychology, 85: 273–283. Google Scholar
- 1995. An integrative model of organizational trust. Academy of Management Review, 20: 709–734.Link , Google Scholar
- 1995. Affect- and cognition-based trust as foundations for interpersonal cooperation in organizations. Academy of Management Journal, 38: 24–59.Link , Google Scholar
- 2001. Overcoming cultural barriers to sharing knowledge. Journal of Knowledge Management, 5: 76–85. Google Scholar
- 2013. Understanding work and knowledge management from a knowledge-in-practice perspective. Academy of Management Review, 38: 597–620.Link , Google Scholar
- 1934. Mind, self, and society: From the standpoint of a social behaviorist. Chicago: University of Chicago Press. Google Scholar
- 2003. The messenger bias: A relational model of knowledge valuation. Research in Organizational Behavior, 25: 137–186. Google Scholar
- 2006. Adding interpersonal learning and tacit knowledge to March’s exploration-exploitation model. Academy of Management Journal, 49: 709–722.Link , Google Scholar
- 2003. Transactive memory in dynamic organizations. In R. Peterson & E. Mannix (Eds.), Leading and managing people in the dynamic organization: 135–162. Mahwah, NJ: Lawrence Erlbaum Associates. Google Scholar
- 2000. Within-person analysis of information seeking: The effects of perceived costs and benefits. Journal of Management, 26: 119–137. Google Scholar
- 2017. Agency in vicarious learning at work. In J. E. Ellingson & R. A. Noe (Eds.), Autonomous learning in the workplace: 15–37. New York: Routledge. Google Scholar
- 2014. Learning in the twenty-first-century workplace. Annual Review of Organizational Psychology and Organizational Behavior, 1: 245–275. Google Scholar
- 1994. A dynamic theory of organizational knowledge creation. Organization Science, 5: 14–37. Google Scholar
- 1996. Talking about machines: An ethnography of a modern job. Ithaca, NY: ILR Press. Google Scholar
- 2000. Motivation, knowledge transfer and organizational forms. Organization Science, 11: 538–550. Google Scholar
- 2001. Seeing another viewpoint: Antecedents and outcomes of employee perspective taking. Academy of Management Journal, 44: 1085–1100.Link , Google Scholar
- 2016. Recommendations for creating better concept definitions in the organizational, behavioral, and social sciences. Organizational Research Methods, 19: 159–203. Google Scholar
- 2004. The knowledge economy. Annual Review of Sociology, 30: 199–220. Google Scholar
- 2007. A multilevel investigation of the motivational mechanisms underlying knowledge sharing and performance. Organization Science, 18: 71–88. Google Scholar
- 1996. Leveraging intellect. Academy of Management Executive, 10(3): 7–27.Abstract , Google Scholar
- 2003. Network structure and knowledge transfer: The effects of cohesion and range. Administrative Science Quarterly, 48: 240–267. Google Scholar
- 2011. Why a central network position isn’t enough: The role of motivation and ability for knowledge sharing in employee networks. Academy of Management Journal, 54: 1277–1297.Link , Google Scholar
- 2010. Vicarious learning: A review of the literature. Nurse Education in Practice, 10: 13–16. Google Scholar
- 2000. Distribution of knowledge, group network structure, and group performance. Management Science, 46: 612–625. Google Scholar
- 2003. Improvised dialogues: Emergence and creativity in conversation. Westport, CT: Ablex Publishing. Google Scholar
- 1987. Educating the reflective practitioner. San Francisco: Jossey-Bass. Google Scholar
- 2015. Coactive learning. Journal of Artificial Intelligence Research, 53: 1–40. Google Scholar
- 2009. The influence of psychological safety and confidence in knowledge on employee knowledge sharing. Manufacturing & Service Operations Management, 11: 429–447. Google Scholar
- 2008. When learning and performance are at odds: Confronting the tension. In P. Kumar & P. Ramsey (Eds.), Learning and performance matter: 33–61. Singapore: World Scientific Publishing. Google Scholar
- 1998. Organizational learning. In R. Dorf (Ed.), The technology management handbook: 70–76. Boca Raton, FL: CRC Press. Google Scholar
- 2015. Coactive learning for interactive machine translation. Paper presented at the 4th Workshop on Machine Learning for Interactive Systems (MLIS) 2015, Lille, France. Google Scholar
- 1981. Threat rigidity effects in organizational behavior: A multilevel analysis. Administrative Science Quarterly, 26: 501–524. Google Scholar
- 1996. Exploring internal stickiness: Impediments to the transfer of best practice within the firm. Strategic Management Journal, 17: 27–43. Google Scholar
- 2005. A meta-analytic review of behavior modeling training. Journal of Applied Psychology, 90: 692–709. Google Scholar
- 2009. A dialogical approach to the creation of new knowledge in organizations. Organization Science, 20: 941–957. Google Scholar
- 2007. Implementing new practices: An empirical study of organizational learning in hospital intensive care units. Management Science, 53: 894–907. Google Scholar
- 2005. Developing leaders for decision making under stress: Wildland firefighters in the South Canyon fire and its aftermath. Academy of Management Learning & Education, 4: 461–485.Link , Google Scholar
- 1997. Social structure and competition in interfirm networks: The paradox of embeddedness. Administrative Science Quarterly, 42: 35–67. Google Scholar
- 2003. Relational embeddedness and learning: The case of bank loan managers and their clients. Management Science, 49: 383–399. Google Scholar
- 2005. Learning and performance in multidisciplinary teams: The importance of collective team identification. Academy of Management Journal, 48: 532–547.Link , Google Scholar
- 1997. Development and validation of a work domain goal orientation instrument. Educational and Psychological Measurement, 57: 995–1015. Google Scholar
- 2000. An integrated model of feedback-seeking behavior: Disposition, context, and cognition. Journal of Applied Psychology, 85: 996–1003. Google Scholar
- 2013. Can surgical teams ever learn? Towards a theory of transitive team learning in action teams. Academy of Management Journal, 56: 945–971.Link , Google Scholar
- 1995. Interdependence and group effectiveness. Administrative Science Quarterly, 40: 145–180. Google Scholar
- 1987. Organizational culture as a source of high reliability. California Management Review, 29(2): 112–127. Google Scholar
- 1991. The nontraditional quality of organizational learning. Organization Science, 2: 116–124. Google Scholar
- 1995. Sensemaking in organizations. Thousands Oaks, CA: Sage. Google Scholar
- 2007. Managing the unexpected: Resilient performance in an age of uncertainty (2nd ed.). San Francisco: Wiley. Google Scholar
- 2005. Organizing and the process of sensemaking. Organization Science, 16: 409–421. Google Scholar
- 1996. Organizational learning: Affirming an oxymoron. In S. R. Clegg, C. Hardy, & W. R. Nord (Eds.), Handbook of organization studies: 440–458. Thousand Oaks, CA: Sage. Google Scholar
- 2007. Group learning. Academy of Management Review, 32: 1041–1059.Link , Google Scholar
- 1995. Knowledge and the speed of the transfer and imitation of organizational capabilities: An empirical test. Organization Science, 6: 76–92. Google Scholar