Literature
Argyris, C., & Schön, D. A. (1978). Organizational learning: A theory of action perspective. Addison-Wesley.
Avolio, B. J., Walumbwa, F. O., & Weber, T. J. (2009). Leadership: Current theories, research, and future directions. Annual Review of Psychology, 60, 421–449. https://doi.org/10.1146/annurev.psych.60.110707.163621
Baecker, D. (2023). 4.0 oder die Lücke, die der Rechner lässt. Merve.
Bandura, A. (2012). On the functional properties of perceived self-efficacy revisited. Journal of Management, 38(1), 9–44. https://doi.org/10.1177/0149206311410606
Bersin, J. (2023). The corporate learning market: Trends and outlook. Bersin by Deloitte Research Report.
Carlile, P. R. (2022). Boundary objects in theory and practice. Academy of Management Annals, 16(1), 314–345. https://doi.org/10.5465/annals.2019.0135
Clark, T. R. (2020). The 4 stages of psychological safety: Defining the path to inclusion and innovation. Berrett-Koehler.
Cross, R., Edmondson, A. C., & Murphy, W. H. (2023). A noble purpose alone won’t transform your company: Connecting learning and impact. Harvard Business Review, 101(4), 72–81.
Databricks. (2025, December 14). State of AI: Enterprise adoption & growth trends. Databricks.
Day, D. V., Fleenor, J. W., Atwater, L. E., Sturm, R. E., & McKee, R. A. (2023). Advances in leader and leadership development: A review of 25 years of research and theory. The Leadership Quarterly, 34(1), Article 101557. https://doi.org/10.1016/j.leaqua.2022.101557
Delizonna, L. (2023). Psychological safety in hybrid teams: New challenges and solutions. Harvard Business Review, 101(3), 64–71.
Denning, S. (2024). The leader’s guide to storytelling: Mastering the art and discipline of business narrative (3rd ed.). Jossey-Bass.
Detert, J. R., & Burris, E. R. (2023). The hidden costs of organizational silence: Quantifying innovation loss. Academy of Management Review, 48(2), 287–305.
DiBella, A. J., & Nevis, E. C. (1998). How organizations learn: An integrated strategy for building learning capability. Jossey-Bass.
Dinh, J. E., Reyes, D. L., Lacerenza, C. N., Marlow, S. L., Joseph, D. L., & Salas, E. (2024). Leadership in the digital age: A meta-analytic review of e-leadership. The Leadership Quarterly, 35(1), Article 101707. https://doi.org/10.1016/j.leaqua.2023.101707
Edmondson, A. C. (1999). Psychological safety and learning behavior in work teams. Administrative Science Quarterly, 44(2), 350–383. https://doi.org/10.2307/2666999
Edmondson, A. C. (2018). The fearless organization: Creating psychological safety in the workplace for learning, innovation, and growth. Wiley.
Edmondson, A. C., & Harvey, J.-F. (2024). Structural enablers of organizational transformation: The role of psychological safety infrastructure. Organization Science, 35(1), 112–134. https://doi.org/10.1287/orsc.2023.1698
Edmondson, A. C., & Lei, Z. (2024). Psychological safety: The history, renaissance, and future of an interpersonal construct. Annual Review of Organizational Psychology and Organizational Behavior, 11, 19–47. https://doi.org/10.1146/annurev-orgpsych-012123-031305
Edmondson, A. C., & Mortensen, M. (2023). What psychological safety looks like in a hybrid workplace. Harvard Business Review, 101(2), 48–55.
Fogg, B. J. (2009). A behavior model for persuasive design. Proceedings of the 4th International Conference on Persuasive Technology, Article 40, 1–7. https://doi.org/10.1145/1541948.1541999
Frazier, M. L., Fainshmidt, S., Klinger, R. L., Pezeshkan, A., & Vracheva, V. (2017). Psychological safety: A meta-analytic review and extension. Personnel Psychology, 70(1), 113–165. https://doi.org/10.1111/peps.12183
Fry, H. (2018). Hello World – How to Be Human in the Age of the Machine. Penguin Radom House Uk.
Gabriel, Y., & Connell, N. A. D. (2010). Co-creating stories: Collaborative experiments in storytelling. Management Learning, 41(5), 507–523. https://doi.org/10.1177/1350507610376029
Gino, F., & Staats, B. R. (2023). The performance effects of “learning while doing”: Evidence from hospital operating rooms. Organization Science, 34(2), 567–589. https://doi.org/10.1287/orsc.2022.1615
Goffman, E. (1959). The presentation of self in everyday life. Anchor Books.
Heifetz, R. A., Grashow, A., & Linsky, M. (2009). The practice of adaptive leadership: Tools and tactics for changing your organization and the world. Harvard Business Press.
Heinze, H. (2024). Dramafreie Arbeitswelt: Wie Mitarbeitende, Teams und Unternehmen durch Empowerment ihre Konfliktfähigkeit stärken und Selbstwirksamkeit entwickeln. Haufe.
HolonIQ. (2024). Global learning technology market forecast 2025–2030. HolonIQ Research.
Huang, M. H., Rust, R. T., & Maksimovic, V. (2023). The feeling economy: Managing in the next generation of artificial intelligence (AI). California Management Review, 65(2), 23–50. https://doi.org/10.1177/00081256221142674
Ibarra, H., & Scoular, A. (2023). The leader as coach: How to unleash innovation, energy, and commitment. Harvard Business Review, 101(6), 56–65.
Jarrahi, M. H., Memariani, A., & Guha, S. (2023). The principles of data-centric AI (DCAI). Communications of the ACM, 66(4), 42–49. https://doi.org/10.1145/3571724
Kegan, R., & Lahey, L. L. (2009). Immunity to change: How to overcome it and unlock the potential in yourself and your organization. Harvard Business Press.
Kimelman, D., Leban, B., Roth, T., & Zernik, D. (1994). Reduction of visual complexity in dynamic graphs. In F. J. Brandenburg (Ed.), Graph drawing (pp. 218–225). Springer. https://doi.org/10.1007/3-540-58950-3_371
Laurillard, D. (2002). Rethinking university teaching: A conversational framework for the effective use of learning technologies (2nd ed.). RoutledgeFalmer.
Laurillard, D. (2012). Teaching as a design science: Building pedagogical patterns for learning and technology. Routledge.
Luhmann, N. (1995). Social systems. Stanford University Press.
Mark, G., Gudith, D., & Klocke, U. (2008). The cost of interrupted work: More speed and stress. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 107–110. https://doi.org/10.1145/1357054.1357072
McKinsey & Company. (2023). Why transformations fail: The cultural deficit. McKinsey Quarterly.
Milliken, F. J., Morrison, E. W., & Hewlin, P. F. (2003). An exploratory study of employee silence: Issues that employees don’t communicate upward and why. Journal of Management Studies, 40(6), 1453–1476. https://doi.org/10.1111/1467-6486.00387
Morrison, E. W. (2014). Employee voice and silence. Annual Review of Organizational Psychology and Organizational Behavior, 1(1), 173–197. https://doi.org/10.1146/annurev-orgpsych-031413-091328
Nelson, R. R., & Winter, S. G. (1982). An evolutionary theory of economic change. Belknap Press.
Nembhard, I. M., & Edmondson, A. C. (2006). Making it safe: The effects of leader inclusiveness and professional status on psychological safety and improvement efforts in health care teams. Journal of Organizational Behavior, 27(7), 941–966. https://doi.org/10.1002/job.413
Nonaka, I. (1994). A dynamic theory of organizational knowledge creation. Organization Science, 5(1), 14–37. https://doi.org/10.1287/orsc.5.1.14
Nonaka, I., & Takeuchi, H. (1995). The knowledge-creating company: How Japanese companies create the dynamics of innovation. Oxford University Press.
Parker, S. K., Andrei, D. M., & Li, W. D. (2023). An overdue overhaul: Revamping work design theory from a time perspective. Annual Review of Organizational Psychology and Organizational Behavior, 10, 165–192. https://doi.org/10.1146/annurev-orgpsych-120920-050809
Rahwan, I., Cebrian, M., Obradovich, N., Bongard, J., Bonnefon, J.-F., Breazeal, C., Crandall, J. W., Christakis, N. A., Couzin, I. D., Jackson, M. O., Jennings, N. R., Kamar, E., Kloumann, I. M., Larochelle, H., Lazer, D., McElreath, R., Mislove, A., Parkes, D. C., Pentland, A. S., … Wellman, M. (2023). Machines as social catalysts: Designing AI for collective intelligence. Nature, 615(7952), 664–672. https://doi.org/10.1038/s41586-023-05720-3
Ries, E., & Scholz, T. M. (2017). Emotional labor and the invisible work of organizations. Organization Studies, 38(3–4), 451–469. https://doi.org/10.1177/0170840616677631
Rozovsky, J. (2015). The five keys to a successful Google team. re:Work. https://rework.withgoogle.com/blog/five-keys-to-a-successful-google-team/
Schein, E. H., & Schein, P. A. (2017). Organizational culture and leadership (5th ed.). Wiley.
Schön, D. A. (1983). The reflective practitioner: How professionals think in action. Basic Books.
Senge, P. M. (1990). The fifth discipline: The art and practice of the learning organization. Currency Doubleday.
Snowden, D. J., & Boone, M. E. (2007). A leader’s framework for decision making. Harvard Business Review, 85(11), 68–76.
Star, S. L., & Griesemer, J. R. (1989). Institutional ecology, ‘translations’ and boundary objects: Amateurs and professionals in Berkeley’s Museum of Vertebrate Zoology, 1907-39. Social Studies of Science, 19(3), 387–420. https://doi.org/10.1177/030631289019003001
Stefaniak, J., & Tracey, M. W. (2024). Storyboarding best practices for instructional design: Visual scaffolding for collaborative learning design. Educational Technology Research and Development, 72(1), 89–108. https://doi.org/10.1007/s11423-023-10298-4
Suchman, L. (2007). Human-machine reconfigurations: Plans and situated actions (2nd ed.). Cambridge University Press.
Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12(2), 257–285. https://doi.org/10.1207/s15516709cog1202_4
Teece, D. J. (2022). Dynamic capabilities and organizational agility in a volatile world. California Management Review, 64(4), 5–27.
Thaler, R. H., & Sunstein, C. R. (2008). Nudge: Improving decisions about health, wealth, and happiness. Yale University Press.
Turkle, S. (2011). Alone together: Why we expect more from technology and less from each other. Basic Books.
Uhl-Bien, M., & Arena, M. (2023). Leadership for organizational adaptability: A theoretical synthesis and integrative framework. The Leadership Quarterly, 34(1), Article 101596. https://doi.org/10.1016/j.leaqua.2022.101596
Weick, K. E., & Sutcliffe, K. M. (2007). Managing the unexpected: Resilient performance in an age of uncertainty (2nd ed.). Wiley.
Woolley, A. W., Aggarwal, I., & Malone, T. W. (2023). Collective intelligence and group performance in human-AI hybrid teams. Science, 381(6654), 187–192. https://doi.org/10.1126/science.adf2143
Yeung, A. K., Ulrich, D. O., Nason, S. W., & Von Glinow, M. A. (1999). Organizational learning capability: Generating and generalizing ideas with impact. Oxford University Press.
Zenger, J., & Folkman, J. (2023). The new science of learning and development: How leaders can unlock potential. Harvard Business Review, 101(5), 88–96.
Appendix 8.2 ‘Value proposition for strategic partners’
Measurable Savings
Reduction in external facilitation and consulting costs: 15–25% of the L&D budget
Bersin, J. (2023). The corporate learning market: Trends and outlook. BersinbyDeloitteResearch Report.
LinkedIn Learning. (2024). Workplace learning report2024:The new world of work. LinkedIn Corporation.
Cappelli, P., & Tavis, A. (2023). The performance management revolution: Rethinking talent development investments. Harvard Business Review, 101(4), 58–67.
Reduction in time-to-competency in new domains: 30–50%
Noe, R. A., Clarke, A. D., & Klein, H. J. (2022). Learning in the twenty-first-century workplace. Annual Review of Organisational Psychology and Organisational Behaviour, 9, 245– 275.https://doi.org/10.1146/annurev-orgpsych-012420-091632
Tannenbaum, S. I., Beard, R. L., McNall, L. A., & Salas, E. (2023). Informal learning and development in organisations. In K. Kraiger, J. Passmore, N. R. Santos, & S. Malvezzi (Eds.), The Wiley Blackwell handbook of the psychology of training, development, and performance improvement (2nd ed., pp. 303–332). Wiley-Blackwell.
Reducing social load through structural clarity: 20–35% less unproductive social coordination effort
Edmondson, A. C. (2018). The fearless organisation: Creating psychological safety in the workplace for learning, innovation, and growth. Wiley. [Chapter 4: “The Costs of Silence”]
Gonzalez, V. M., & Mark, G. (2004). Constant, constant, multi-tasking craziness: Managing multiple working spheres. Proceedings of CHI 2004, 113–120. https://doi.org/10.1145/985692.985707
Perlow, L. A., Hadley, C. N., & Eun, E. (2017). Stop the meeting madness: How to free up time for meaningful work. Harvard Business Review, 101(2), 112–119.
Allen, J. A., Rogelberg, S. G., & Scott, J. C. (2023). The science of meetings: Understanding coordination costs in knowledge work. OrganizationalPsychologyReview,13(1), 3–34. https://doi.org/10.1177/20413866221127970
Measurable Gains
Innovation output: +12–27%
Frazier, M. L., Fainshmidt, S., Klinger, R. L., Pezeshkan, A., & Vracheva, V. (2017). Psychological safety: A meta-analytic review and extension. PersonnelPsychology,70(1), 113–165. https://doi.org/10.1111/peps.12183
Baer, M., & Frese, M. (2023). Innovation is not enough: Climates for initiative and psychological safety, process innovations, and firm performance. Journal of Organisational Behaviour, 44(1), 89–106.https://doi.org/10.1002/job.2695
Newman, A., Donohue, R., & Eva, N. (2017). Psychological safety: A systematic review of the literature. Human Resource Management Review, 27(3), 521–535. https://doi.org/10.1016/j.hrmr.2017.01.001
Decision quality: +15–20%
Woolley, A. W., Aggarwal, I., & Malone, T. W. (2023). Collective intelligence and group performance in human-AI hybrid teams. Science, 381(6654), 187–192. https://doi.org/10.1126/science.adf2143
Larrick, R. P., & Soll, J. B. (2023). Improving decision quality through structured collaboration. Organizational Behaviour and Human Decision Processes, 176, Article 104235. https://doi.org/10.1016/j.obhdp.2023.104235
Problem-solving speed: +25–40%
Edmondson, A. C. (2018). The fearless organisation: Creating psychological safety in the workplace for learning, innovation, and growth. Wiley. [Chapter 6: “Measuring the Impact”]
Garvin, D. A., Edmondson, A. C., & Gino, F. (2008). Is yours a learning organisation? Measuring organisational learning capability. Harvard Business Review, 101(3), 109–11
Transformation success rate: 3.5 times higher
Boston Consulting Group. (2020). Transformations that work. BCG Henderson Institute. Edmondson, A. C., & Harvey, J.-F. (2024). Structural enablers of organizational transformation: The role of psychological safety infrastructure. OrganisationScience,35(1), 112–134. https://doi.org/10.1287/orsc.2023.1698
Higgs, M., & Rowland, D. (2011). What does it take to implement change successfully? A study of the behaviours of successful change leaders. Journal of Applied Behavioural Science, 47(3), 309–335. https://doi.org/10.1177/0021886310394609
McKinsey & Company. (2023). Why transformations fail: The cultural deficit. McKinsey Quarterly.
Keller, S., & Schaninger, B. (2023). Getting personal about change: How McKinsey research reveals the success factors in transformation. McKinsey Quarterly, (2), 34–47.
Market adaptation speed: +40–60%
Argote, L., & Miron-Spektor, E. (2011). Organisational learning: From experience to knowledge. Organisation Science, 22(5), 1123–1137.https://doi.org/10.1287/orsc.1100.0621
DiBella, A. J., & Nevis, E. C. (1998). How organisations learn: An integrated strategy for building learningcapability. Jossey-Bass. [Chapter 7: “Learning Capability and Competitive Advantage”]
Teece, D. J. (2022). Dynamic capabilities as (workable) management systems theory. Journalof Management & Organisation, 28(5), 789–814.https://doi.org/10.1017/jmo.2022.69
Eisenhardt, K. M., Furr, N. R., & Bingham, C. B. (2023). Learning speed and strategic agility in volatile markets. StrategicManagementJournal,44(2), 367–394.