Construct Definition and Boundary Conditions
Cognitive Integrity is the emergent organizational state associated with sustained Organizational Correspondence.
This definition has three elements. First, Cognitive Integrity is emergent. It does not reside in a single actor, document, AI model, workflow, or system. It arises from relationships across the representation network. Second, it is organizational. It concerns organization-level cognition, not only individual understanding or team-level agreement. Third, it depends on sustained Organizational Correspondence: the preservation of meaningful semantic and causal relationships among organizational representations over time.
Organizational Correspondence and Cognitive Integrity are related but not identical. Organizational Correspondence names the preserved relationship condition among representations. Cognitive Integrity names the emergent organizational state associated with that sustained condition. In empirical work, Organizational Correspondence may be inferred through traceable relationships among intent, decisions, execution, outcomes, and learning; Cognitive Integrity may be inferred through broader patterns of coherent, consistent, and traceable organizational cognition.
Construct Boundary Table
| Adjacent Construct | Overlap With Cognitive Integrity | Boundary Difference |
|---|---|---|
| Alignment | Both concern coherence. | Alignment concerns fit among goals, strategies, structures, or actions; Cognitive Integrity concerns sustained coherent represented cognition. |
| Strategic coherence | Both concern consistency over time. | Strategic coherence focuses on strategy; Cognitive Integrity includes intent, decisions, execution, outcomes, memory, learning, and AI-generated representations. |
| Knowledge integration | Both concern combining knowledge. | Knowledge integration concerns integration of knowledge; Cognitive Integrity concerns preservation of correspondence across representation networks. |
| Organizational memory | Both depend on retained representations. | Memory concerns persistence and retrieval; Cognitive Integrity requires relational coherence among memory, intent, decisions, outcomes, and learning. |
| Coordination quality | Both support coherent action. | Coordination concerns interdependent activity; Cognitive Integrity concerns represented cognition that may support action. |
| Dynamic capabilities | Both relate to adaptation. | Dynamic capabilities are capabilities for sensing, seizing, and transforming; Cognitive Integrity is an emergent cognitive state that may support adaptive capacity. |
| Organizational resilience | Both matter under disruption. | Resilience concerns recovery and persistence; Cognitive Integrity concerns cognitive coherence before, during, and after disruption. |
| AI governance maturity | Both concern AI-mediated organizing. | AI governance maturity concerns control, accountability, and oversight; Cognitive Integrity concerns organization-level cognitive coherence across representations. |
Model Taxonomy
| Category | Role in the Manuscript | Examples |
|---|---|---|
| Foundational substrate | What organizational cognition is represented through | Organizational representations; representation relationships; representation network |
| Underlying condition | What must be preserved | Organizational Correspondence |
| Focal construct | What the paper explains | Cognitive Integrity |
| Preservation mechanisms | How integrity is sustained | Correspondence Preservation; Cognitive Synchronization; Decision Provenance; Representation Validation |
| Failure modes | How integrity degrades | Intent Drift; Representation Drift; Human-AI Divergence; Cognitive Debt |
| Candidate dimensions | How future measurement may organize the construct | Intent Consistency; Correspondence Strength; Memory Integrity; Semantic Coherence |
| Outcomes | What Cognitive Integrity may support | Adaptive Capacity; Organizational Adaptation; Decision Quality; Execution Quality |
This taxonomy is important because it prevents construct inflation. Preservation mechanisms are not dimensions. Failure modes are not the construct. Measurement indicators are not validated scales. Outcomes are not part of the definition.