In the first episode, the reviewer stopped a violation and was thanked for it. That moment lodged itself as a reward. Rewards build habits, and habits build a particular kind of sight. Gradually, without any deliberate choice, the reviewer's gaze narrowed to a single focal plane: the text of the rule itself. This is the second stage of what we are calling justice disease — a progressive loss of peripheral vision, where the context surrounding any given rule fades until only the rule remains. The path from principle to proximity trap is not dramatic. It is slow, quiet, and paved with diligence.
How the Lens Tightens
Memory is selective. After stopping a violation, the reviewer carries a concrete template: this document, this phrase, this provision. When a similar case arrives, the brain reaches for the shortest route — pattern-matching against stored precedent, bypassing the slower, more effortful process of reading context. This is heuristic reasoning, and it is not inherently wrong. The problem is what it displaces.
What gets displaced is the question behind the question. Not "does this phrase violate the rule?" but "what harm was this rule designed to prevent?" That second question requires stepping back, looking at the regulatory environment as a whole, and holding the specific case against its larger purpose. Under volume and time pressure, that step disappears first.
What Proximity Vision Actually Is
The term "proximity" here refers not to physical closeness but to cognitive granularity. Proximity vision means evaluating a document against a single criterion — conformity with the rule text — while bracketing the surrounding context: the disease area, the patient population, the level of medical literacy among readers, how competing information frames the claim. Like a microscope that resolves fine detail by darkening everything outside its field, proximity vision trades breadth for local sharpness.
Terminal citation
The judgment ends when a provision has been matched or violated. The question of why that provision exists does not arise.
Surface assimilation
Cases that look alike are treated as identical, regardless of differences in therapeutic context, patient need, or the information environment they exist within.
Purpose inversion
The original regulatory goal — protecting patients through accurate information — recedes to background assumption. Compliance with the provision becomes the stated goal.
Context becomes noise
When colleagues in sales or marketing explain why a particular phrase matters to clinicians, the reviewer hears negotiation rather than system-level data.
The Suboptimization Trap
Russell Ackoff spent decades arguing that organizations routinely destroy value by optimizing parts in isolation. His formulation was deliberately counterintuitive: a car built from the best individual components sourced from different manufacturers will not run, because the parts were optimized separately, not as a system. The relevant unit of optimization is always the whole.
Pharmaceutical materials review is a system. Its stated purpose is to ensure that healthcare professionals and patients receive accurate, balanced information — and that promotion does not mislead. Individual document review is one node in that system. A reviewer who optimizes every document for provision-level compliance, while the cumulative effect is that necessary clinical information fails to reach prescribers, has achieved local optimization at the cost of systemic failure. Ackoff called this suboptimization. The word fits precisely.
The performance of a system depends on how the parts interact, not on how they act taken separately. ── Russell L. Ackoff, Re-Creating the Corporation, 1999
Two Ways of Seeing
| Dimension | Proximity Vision | Systems Vision |
|---|---|---|
| Starting point | The literal text of the provision | The purpose the provision was designed to serve |
| Field information | Sounds like special pleading | Signals about the state of the system |
| Prior cases | Surface similarity triggers identical treatment | Contextual differences are actively examined |
| Definition of correct | Conformity with the rule text | The outcome reaches patients and clinicians accurately |
| Cost of rejection | Perceived as zero; errors of commission are the only risk | Rejected documents carry the cost of information not delivered |
| Where failure lives | Allowing a violation through | Necessary information never arriving at all |
When the Past Writes the Present
Around this period, the reviewer noticed that approval rates had fallen. The interpretation was immediate: standards had improved, precision had increased. The alternative reading — that some necessary information was no longer reaching the market — did not surface, because it required looking at a level of the system that proximity vision had already closed off.
This is structurally similar to what research on confirmation bias describes. Raymond Nickerson's 1998 review of the literature showed that once a judgment framework is in place, information consistent with that framework is processed more readily and weighted more heavily. The reviewer's framework was: thorough review means more rejections. Within that framework, rising rejection rates were confirming evidence. The hypothesis was never tested against the other end of the system.
Context Is Not a Defense
The hardest conversations for a reviewer in this state are the ones that bring context into the room. A sales colleague explains that for this rare disease, this specific phrasing is the only one physicians actually act on. A medical affairs officer notes that the regulatory guidance was written before this class of drug existed. These contributions are not defenses. They are data about the environment that the rule is supposed to govern.
Ackoff's systems thinking insists that the behavior of any part can only be understood within the context of the whole. Whether a particular phrase in a promotional document is misleading or not depends on the information environment around it — what physicians already know, what patients believe, what competing materials say. Proximity vision discards precisely that data, treating it as an attempt to circumvent the process rather than improve the judgment.
Procedural Correctness vs. Substantive Correctness
In philosophical terms, this is a split between procedural justice — following the right process — and substantive justice — reaching the right outcome. A reviewer who follows every procedural step flawlessly while the cumulative effect harms the information environment has succeeded at the former and failed at the latter. Proximity vision makes that distinction invisible, because the procedure is all that remains in view.
The Symptom Deepens: Questions Stop
In the first episode, the reviewer still asked: is this judgment actually necessary? Is the person on the other side acting in bad faith? Those questions functioned as brief interruptions to automatic processing — moments where proximity vision temporarily gave way to something wider. Questions are the mechanism by which a practitioner re-accesses context that the shortcut skipped.
As case volume accumulated and the pattern-matching templates became more reliable, answers arrived before questions had time to form. John Flavell's foundational work on metacognition defined the capacity to monitor one's own cognitive processes as a distinct and learnable skill. What the reviewer was losing was not competence. It was the trigger for self-monitoring — the moment of pause before the automatic process delivers its verdict. Without that trigger, the proximity trap closes completely.
The Justice Disease ── Map of all 10 episodes
- Vol. 1: Onset ── The Pleasure of Being Right ── The first stop earns thanks; being right becomes a reward
- Vol. 2 (this episode): The Proximity Trap ── When the Rule Becomes the Whole World ── Closing in on the local rule; the whole context fades
- Vol. 3: Black or White ── The Disappearance of Gray ── Black or white; gray starts to look like an excuse
- Vol. 4: Amplification ── When Subjectivity Becomes Justice ── One's own rightness swells; flagging becomes the goal
- Vol. 5: The Fault-Finder ── Everyone Looks Like the Enemy ── Collaborators look like adversaries; relationships break
- Vol. 6: Metacognitive Failure ── Unable to See Oneself ── The core symptom: no awareness of being ill
- Vol. 7: Complications ── The Harm of Over-Correction ── The harm of over-flagging: chilling, hollowing, a lost whole-system optimum
- Vol. 8: Turning Point ── The Day I Saw Gray ── A case no binary can judge; conviction wavers
- Vol. 9: Remission ── Reclaiming Context ── From the local to the bird's-eye: what the rule protects
- Vol. 10 (finale): Coexistence ── Living with Justice Disease ── No cure; whether one keeps noticing decides a working life
Proximity vision does not grow from laziness. It grows from conscientiousness: reading provisions carefully, applying them consistently, treating every document with the same standard. That earnestness is the trap's most effective disguise. The more diligently a reviewer applies the rule without asking what the rule is for, the tighter the focal plane becomes and the darker the periphery grows.
Ackoff's insight was that systems are not improved by perfecting their parts in isolation. The reviewer who maximizes rule-conformity at every node, without asking whether the system as a whole is delivering accurate information to those who need it, is doing exactly what Ackoff warned against. The antidote is not less rigor. It is rigor applied to the right question — not only "does this document comply?" but "does this judgment serve what compliance is supposed to protect?"
The next episode follows what happens when proximity vision hardens further. Once context disappears, ambiguous cases — the ones that resist simple classification — start to look like evasion. Gray stops looking like an honest description of complexity and starts looking like a failure of nerve. That shift is the subject of the third episode.
- Proximity vision is a cognitive granularity problem: the reviewer sees the rule text with precision while the regulatory purpose and surrounding context fade from view.
- Ackoff's suboptimization principle applies directly: optimizing each document for provision-level compliance does not guarantee, and can actively undermine, the system's goal of delivering accurate information to patients and clinicians.
- The loss of questioning is the clearest symptom of this stage. When answers arrive before questions are asked, the self-monitoring capacity that keeps any expert's judgment calibrated has gone quiet — and that silence is worth noticing.
- Ackoff, R. L. Re-Creating the Corporation: A Design of Organizations for the 21st Century. Oxford University Press, 1999. (Core treatment of suboptimization and the systems view of organizational performance)
- Kahneman, D. Thinking, Fast and Slow. Farrar, Straus and Giroux, 2011. (System 1 vs. System 2 processing; the conditions under which automatic judgment displaces deliberate reasoning)
- Nickerson, R. S. Confirmation bias: A ubiquitous phenomenon in many guises. Review of General Psychology, 2(2), 175–220, 1998. (Comprehensive review of how prior frameworks filter incoming evidence)
- Flavell, J. H. Metacognition and cognitive monitoring: A new area of cognitive-developmental inquiry. American Psychologist, 34(10), 906–911, 1979. (Foundational paper on metacognition as a distinct and teachable capacity)