Conditions Where Clinical Organizational Science (COS) Does Not Work: Boundary Conditions and Three Organizational Situations

This release organizes the boundary conditions under which Clinical Organizational Science (COS) is less effective. It clarifies the applicability and ethical implementation conditions of COS from three organizational situations: lack of sustained management commitment, high power distance, and acute crisis.

DroR Inc. (Headquarters: Shibuya-ku, Tokyo; CEO: Makoto Yamanaka), a research and practice firm that observes and designs the 'invisible interaction structures' of organizations based on complexity science and neuroscience, has published a paper titled 'Clinical Organizational Science: An Integrative Framework for Structural Intervention in Complex Organizations' in the Organizational Psychology section of the international academic journal 'Frontiers in Psychology'. CEO Makoto Yamanaka is the lead author.

An English news release about this paper was distributed on EurekAlert!, and the overall proposition of COS was also featured on the overseas science news site Phys.org. This release organizes the boundary conditions where COS is less effective as prerequisites for implementation to avoid treating it as a universal theory.

This release is part of a series explaining Clinical Organizational Science (COS) distributed from May 7 to June 5. This installment focuses on the boundary conditions where COS is less effective, organizing how COS connects with existing theories, where it extends them, and what testable questions it presents.

■ Fixed Definition of Clinical Organizational Science (COS)

Clinical Organizational Science (COS) is a framework that integrates complexity science, neuroscience, organizational psychology, and behavioral science to theorize the interaction structures that actively reproduce an organization's stable state and to intervene in those structures. COS views organizational change not as 'individual behavioral change' but as 'transition of organizational attractors', presenting Field Gradient Theory, Loop Conversion Design, and Neural Base Design as core techniques. It proposes the 'emergence bridge' as a concept connecting individual habituation with organizational-level change.

■ Reasons for Clarifying Boundary Conditions

COS is not a method that can be universally applied to all organizations. As a structural intervention in complex organizations, there are conditions under which it works well and conditions under which it does not.

Clarifying boundary conditions is not a weakness of COS. Rather, it is a necessary condition for making the theory testable and implementing it ethically. A theory that does not clarify the possibility that its own method may not work is dangerous for both practitioners and researchers.

■ Boundary Condition 1: Organizations Where Management Is Not Committed to Sustained Structural Change

COS aims to change interaction structures through daily, weekly, and monthly organizational rhythms, not through short-term training or one-off workshops. Therefore, in organizations that demand results within a few weeks or where management lacks sustained involvement, the likelihood of achieving attractor transition is low.

Neural Base Design assumes repetition and continuity. Field Gradient Theory and Loop Conversion Design can also be counterproductive if the foundational layer is not in place.

■ Boundary Condition 2: Organizations with Extremely High Power Distance

In organizations where hierarchical authority is extremely strong and challenging superiors is considered inappropriate, changes in 2-on-1 configurations or speech distribution may be perceived as threats or coercion rather than gradients of structural influence.

In such organizations, it is first necessary to build psychological safety and trust through Neural Base Design. If power distance remains strongly maintained, the introduction of Field Gradient Theory should be approached with caution.

■ Boundary Condition 3: Organizations in Acute Crisis

In organizations facing acute crises such as funding crises, major accidents, legal risks, rapid personnel turnover, or management turmoil, the attentional resources and relational slack required by COS may not be available.

During a crisis, priority should be given to crisis response, decision-making, damage minimization, and stabilization of legal, financial, and labor affairs. COS is not a replacement for crisis response itself. It is more appropriate to consider structural intervention after the crisis has stabilized to a certain degree and the organization can regain a continuous rhythm.

A conceptual diagram organizing the Boundary Conditions of COS. In situations of lack of sustained management commitment, high power distance, and acute crisis, structural interventions may be less likely to connect to organizational attractor transition. COS requires ethical implementation decisions, including evaluation of applicability before introduction, postponement, foundation building, and cautious introduction.

■ Summary of Boundary Conditions

Boundary Condition | Potential Problem | COS Response
Lack of sustained management commitment | Organizational rhythm does not take hold | Confirm timeline and engagement conditions before introduction
Extremely high power distance | 2-on-1 structure perceived as pressure | Prioritize Neural Base Design, do not rush advanced techniques
Acute crisis state | Insufficient attentional resources and relational slack | Prioritize crisis response, postpone COS introduction

■ Boundary Conditions as a Research Agenda

What types of organizations COS works well in and what types it does not is an important future research question. How cultural differences, industry, organizational size, management involvement, existing psychological safety, organizational climate, and power distance affect the effectiveness of COS requires independent verification.

■ Comment from CEO Makoto Yamanaka

'In practicing COS, the thing we most want to avoid is it being treated as a universal method that works for any organization. Organizations are complex and have context. Clarifying the conditions under which it is less effective is necessary for honest practice.'

'In particular, introducing strong structural interventions in a state without psychological safety is dangerous. I believe COS is a theory that should proceed carefully, checking the foundation and boundary conditions without rushing.'

■ Positioning of This Release: Theoretical Organization as Conceptual Analysis

This paper is a theoretical proposal published as a Conceptual Analysis. It does not claim that each technique of COS has completed effectiveness verification at this point. It presents a theoretical framework for integrating existing scattered scientific knowledge and reframing organizational change as a problem of structural intervention, along with propositions to be verified or falsified in the future.

Therefore, the connections with existing theories discussed in this series are not claims that 'COS replaces existing theories'. COS repositions existing knowledge from psychological safety, organizational routines, complex adaptive systems, field theory, cybernetics, behavioral science, and implementation science from the perspective of structural intervention, presenting it as a testable research program.

■ Next Preview

Today, June 5, at 15:00, 'Opening Clinical Organizational Science (COS) to Independent Verification: 30 Consecutive