Organizational Learning II
Argyris and Schön build their theory around organizations such as the anonymized Mercury Corporation, whose managers spent a decade trying to create new businesses while keeping the conflict between divisional profit targets and corporate innovation largely undiscussable. Reconstructing successes and failures made that contradiction visible, but the case also exposes the limits of consultant-led inquiry: a map of defensive reasoning is not yet evidence that authority, incentives, or durable practice changed.
Mercury could name its innovation problem only in private
The company called Mercury is anonymous, and the account comes from the consultant-researchers who intervened there. That boundary matters. Within the case, however, the contradiction is unusually concrete. The chemical company had grown from one product line in the 1920s to more than $5 billion in sales by the mid-1960s. Executives feared that research was no longer producing businesses fast enough, so they created a New-Business Division that could develop and incubate technologies before asking an established division to adopt them. 1
Ten years and about $20 million in research and development later, the new unit had produced no business of consequence. Yet senior management had not directly criticized it. The authors' detailed case account shows why the silence was not simply timidity. Mercury had also decentralized into semi-autonomous divisions. Their presidents—known inside the company as “barons”—were expected to protect a charter, deliver short-term earnings, and compete for resources. Successful corporate development often required those same presidents to surrender people, technology, or markets to a project whose return would appear elsewhere. The structure rewarded the defense of territory while corporate strategy demanded its recombination. 2
The 1996 Organizational Learning II expands and reorganizes the authors' 1978 Organizational Learning rather than merely repaginating it. It carries Mercury into an early chapter, then moves through defensive reasoning, a CIO case, classroom research, and a more comprehensive intervention. The composition is important: Chris Argyris and Donald Schön do not present a survey showing how often organizations learn. They build a theory of action from intervention cases and use that theory to design further intervention. 3
Reconstructing failures changed the object of inquiry
Mercury's participants initially offered competing diagnoses. Research lacked commercial skill; division charters were too restrictive; top management was too cautious. The consultant asked the vice president for technology, the research director, and New-Business Division staff to reconstruct actual successes and failures. That request encountered resistance. Failures had been buried, memories were distributed among people who had never compared them, and public disagreement risked blame. 4
When participants pieced the episodes together, familiar stories stopped looking self-evident. The belief that good ideas naturally rose to the top had been protected by a circular test: an idea was called good after it succeeded, while failures disappeared from the usable record. Repeated stories instead revealed projects that became visible as “crying babies” because they were in trouble, and speculative “fliers” that were abandoned when unfamiliar risks became clear. The most promising developments often recombined capabilities across existing divisions—precisely the work the divisional system made hardest. 5
This movement carries the book's famous distinctions better than the thermostat metaphor alone. Mercury could correct production errors while leaving profit targets and territorial authority intact; Argyris and Schön call that single-loop learning. Comparing success and failure made the governing contradiction itself discussable, opening the possibility of double-loop learning. The gap between Mercury's stated commitment to new businesses and the territorial behavior its incentives produced is the gap between espoused theory and theory-in-use. 6
The intervention did not establish that Mercury became a durably different organization. It generated a shared map and a more testable diagnosis. For the authors, organizational learning would require the result to enter collective practice and memory, not remain one manager's insight. This is where organizational ignorance becomes more than missing information: the company had arranged not to know together what many members partly knew. 7
The investigator is part of the learning system
The case also turns its method back on the expert. The consultant chose the initial participants, elicited the histories, grouped recurring stories, and helped build the model. Those actions made previously private knowledge inspectable. They also gave an outsider unusual authority to decide what counted as defensiveness, valid information, or productive inquiry. The account gives much more voice to executives and technical managers than to other employees, customers, or communities affected by Mercury's investments and products. 8
That asymmetry complicates the book's proposed movement from Model I—unilateral control, face-saving, and untested inference—toward Model II—valid information, informed choice, and public testing. Asking a subordinate to disclose an unstated judgment is not the same act as asking a division president. The first person may bear career risk while the second retains authority over the consequences. A learning intervention can reproduce unilateral control if the expert interprets resistance as pathology without testing whether secrecy is a rational response to power. 9
Jan Greenwood identified inconsistencies between Argyris and Schön's theory and recommended pedagogy before the second edition appeared. Her question applies recursively: does the intervention's practice embody the values it espouses? 10
A famous vocabulary proved easier to cite than to realize
The 1996 book arrived as “organizational learning” was becoming a broad field, and single- and double-loop learning traveled far beyond the authors' action science. Raanan Lipshitz's later review of that reception found Argyris and Schön widely invoked but rarely followed or directly tested. He argued that their most attractive aspirations were also difficult to realize, while practical lessons in their cases were often overlooked. 11
One later response shifted attention from an ideal conversational model to institutionalized learning mechanisms. Micha Popper and Lipshitz's structural account distinguishes individual learning from organizational arrangements that collect, analyze, store, disseminate, and use information. That is an extension and a critique, not a smooth next step in a canon. It makes the durable test at Mercury sharper: after the consultant leaves, who must compare failures, where is the comparison recorded, which incentives can be revised, and who is protected when the evidence implicates someone powerful? 12
Mercury leaves two useful doors open. Its reconstructed project histories show how a coalition can test a corporate myth against episodes it had excluded. Its unfinished intervention shows why candor alone is not learning. The stronger claim requires evidence that inquiry changed authority, resources, routines, and the range of people entitled to challenge the organization—and that those changes survived the expert who named them. 13
The links to culture, informal organization, trust, and voice, The Fifth Discipline, The Fearless Organization, organizational intelligence, and benefit for all life are editorial reading paths through learning, candor, standing, and consequence. They do not assert direct influence or equivalent definitions of learning. 14
Source notes
Primary case account: Argyris and Schön, Organizational Learning II, chapter 3, “The Mercury Case,” opening case history, describes the pseudonymous chemical company, its growth from a single product line, the corporate concern about research productivity, and creation of the New-Business Division, Google Books edition record. Because Mercury is anonymized and the account was produced by intervening consultants, the source does not permit independent identification or verification against company records.
↩Participant case and later analysis: chapter 3 of Organizational Learning II reports ten years, roughly $20 million in R&D, no consequential new business, divisional “barons,” profit incentives, charter defense, and the conflict with cross-divisional recombination, Google Books edition record. Raanan Lipshitz reproduces the $20 million outcome and analyzes the Mercury sequence in Table 3, p. 467, of “Chic, Mystique, and Misconception,” University of Haifa research record. These are case-based participant reports, not audited financial or innovation performance data.
↩Publisher and edition evidence: InformIT identifies the book as the 1996 second edition, ISBN 978-0-201-62983-5, says it expands and updates the first book, and lists Mercury, defensive reasoning, the CIO, classroom research, comprehensive intervention, and consultation limits in its contents, publisher record. Google Books separately records Argyris and Schön, Addison-Wesley, 1996, and the edition's bibliographic object, edition record. Publisher copy describes intended contribution, not evidence of prevalence or effectiveness.
↩Primary intervention method: Organizational Learning II, chapter 3, especially the account of participants constructing histories of successful and unsuccessful development efforts, locates disagreement, missing records, and reactions to divergent interpretations, Google Books edition record. Christopher Koliba and Jean Lathrop summarize the same sequence and cite the 1996 book at pp. 55 and 60, “Inquiry as Intervention,” pp. 54–55. The source captures consultant and selected-manager recollections rather than a complete archive of failed projects.
↩Case interpretation: Argyris and Schön's Mercury chapter groups recurrent accounts into patterns including “crying babies,” “fliers,” and recombinations across divisions, Google Books edition record. Koliba and Lathrop, pp. 54–55, explain the move from redundant stories to a participant-constructed model of underlying themes, peer-reviewed article PDF. The patterns are an analytic reconstruction, not frequencies estimated from a representative project sample.
↩Primary conceptual framework: Organizational Learning II, chapters 1 and 3, distinguishes correction within governing variables from inquiry that changes those variables and distinguishes an organization's espoused theory from its theory-in-use, Google Books edition record. Koliba and Lathrop, pp. 53–55, quote the 1996 definitions and connect them to the Mercury intervention, peer-reviewed article PDF. Applying the labels to Mercury interprets the case; it does not show that a durable double-loop change occurred.
↩Organizational-memory criterion and outcome limit: Koliba and Lathrop, pp. 54–55, quote Argyris and Schön's requirement that inquiry be recorded in organizational memory and note the methodological challenge of showing that individual insight becomes observable organizational learning, peer-reviewed article PDF. The Mercury case documents inquiry and a shared model, but the available source set supplies no longitudinal follow-up on authority, incentives, routines, or project outcomes after the consultant's work.
↩Ethical and evidentiary limit: the book's Model I/Model II framework is developed in chapters 4, 6, and 7, Google Books edition record, while the Mercury method involved a consultant eliciting judgments from a selected management group, as summarized by Koliba and Lathrop, pp. 54–55, article PDF. The inference that disclosure risk differs by hierarchical power is an editorial ethical test. Mercury's anonymization and narrow participant record leave retaliation, consent, and subordinate experience unmeasured.
↩Peer-reviewed critique: Jan Greenwood, “Reflective Practice: A Critique of the Work of Argyris and Schön,” Journal of Advanced Nursing 18, no. 8 (1993), pp. 1183–87, argues that their theory and the pedagogical interventions they implemented or recommended contain important inconsistencies, PubMed record and abstract. The article concerns reflective-practice pedagogy and nursing education; it does not directly evaluate Mercury or the 1996 edition.
↩Literature and framework review: Raanan Lipshitz, “Chic, Mystique, and Misconception,” Journal of Applied Behavioral Science 36, no. 4 (2000), pp. 456–73, reports that Argyris and Schön are frequently cited to support others' arguments rather than followed or critiqued, characterizes their attractive aspirations as hard to realize, and identifies overlooked feasible lessons, University of Haifa research record and abstract. This is a critical interpretive review of literature and cases, not a meta-analysis of intervention effect sizes.
↩Theoretical extension: Micha Popper and Raanan Lipshitz, “Organizational Learning: Mechanisms, Culture, and Feasibility,” Management Learning 31, no. 2 (2000), pp. 181–96, distinguishes individual from organizational information processing and argues that learning organizations embed institutionalized mechanisms in a culture of valid knowledge, transparency, issue orientation, and accountability, SAGE journal record and abstract. The collect-analyze-store-disseminate-use sequence is a structural elaboration, not an outcome test of Mercury.
↩Synthesis and evidence gap: the Mercury chapter documents reconstruction and model building, Google Books edition record, Lipshitz questions the framework's realized influence, University of Haifa, and Popper and Lipshitz specify institutional mechanisms beyond individual insight, SAGE. None supplies a longitudinal Mercury comparison showing durable changes in authority, resource allocation, voice, or affected-party outcomes.
↩Relationship map: Chris Argyris is a documented coauthor, and the organizational-ignorance link interprets Mercury's distributed but uncombined knowledge. The links to culture and voice, The Fifth Discipline, The Fearless Organization, organizational intelligence, and benefit for all life are editorial comparisons. Koliba and Lathrop note that Argyris and Schön's action-research approach informed later systems-oriented learning work, pp. 53–54, but no relation here asserts direct influence between every paired work or equivalent definitions and conclusions.
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Research record
Evidence basis
Claim Cited. Material claims carry source locators; comparative interpretation may still evolve.
Open questions and affected lives
Benefit-to-life status: Seed
- When does an invitation to disclose error create genuine learning, and when does it expose less powerful participants to retaliation?
- Does diagnosing defensive reasoning locate a structural failure inside an individual's psychology?
- Who has authority to revise an organization's governing values, and whose harms remain outside its learning system?
These questions remain open; absence from the record does not imply absence of benefit or harm.
Provenance and sources
Online anchors
- https://www.informit.com/store/organizational-learning-ii-theory-method-and-practice-9780201629835
- https://books.google.com/books/about/Organizational_learning_II.html?hl=en&id=3aMoAQAAMAAJ
- https://www.uvm.edu/giee/pubpdfs/Koliba_2007_Administration_and_Society.pdf
- https://cris.haifa.ac.il/en/publications/chic-mystique-and-misconception-argyris-and-sch%C3%B6n-and-the-rhetori/
- https://journals.sagepub.com/doi/10.1177/1350507600312003
- https://pubmed.ncbi.nlm.nih.gov/8376655/