Calling material review "hunting for banned words" gets it only half right. A "material" here means the brochures and slides a drug company hands to doctors and patients. The real question is where that document nudges how a reader takes it, drifting from the facts, and whether someone can catch that point. This series splits that ability into eight parts and re-measures each on two lines: how wide you see (scope) and how deep you see (abstraction). Part one hands you the map.
Start from the essential question
Thinking of material review as "hunting for banned words" gets it only half right. The trouble is that such a document can nudge how the reader takes it, drifting away from the facts.
Pharmaceutical information can shift the perception of clinicians and patients away from fact. Who detects the point where that gap is created, pushes back on it, and keeps it embedded as an organizational habit?
If it were only word-matching, a checklist would do. The hard part is when each sentence is fine on its own, yet the way a chart's axis is drawn, the direction of an arrow, or the fact that side-effect information is "missing" next to an efficacy figure builds a picture of an unapproved use in the doctor's head. Think of cooking: every item on the ingredient label is correct, but the plating and lighting make the dish look better than it is. The gap is not on the surface of the paper; it forms inside the reader's head. So the job needs a skill that is hard to score by quantity: re-reading what stays in the other person's mind.
Three roles connect the skills
Facing the gap, a person does three things: notice it, get it fixed, make it stick. In soccer terms, you win the ball, carry it forward, then turn the goal into a "team pattern" you can repeat. The eight dimensions of the framework (angles on the skill) sit under these three roles.
Detect (the power to notice)
Notice the gap. Four parts: knowledge, intelligence, risk detection, intuition. Read both what is written and what is left out.
Push back (the power to get it fixed)
Get the noticed gap corrected. Three parts: communication, behavior-change inducement, relationship building. The premise: a correctness that does not reach the other person is the same as none.
Embed (the base)
One part: trust density. How well the "notice" power flows into the "fix" power. It handles the buildup by which "who says it" changes how much a flag bites.
Notice it but fail to get it fixed, and the document ships as is. Get it fixed but fail to make it stick, and the same violation comes back next week. The three roles are linked like beads on a string; weaken any one and it leaks there.
Every dimension is read on the same six views
All eight dimensions are written in the same format: essence (one sentence on what the dimension really is), definition, components, the four-box view, behavioral markers (the visible actions of a strong person), and scale. It works like a health check-up, where every test item comes in the same layout — reference range, how it is measured, how to read the result — so they are easy to compare. From part two we unpack each one on these six points. Two of them are the heart of the design: the four-box view and the scale.
The scope-by-abstraction four-box view
A four-box view splits things into four squares with two lines. Here the horizontal line is "scope," the vertical line is "abstraction." Scope is how wide a range you can take in. Abstraction is how deep you see — only the surface wording, or the aim and principle behind it. For "knowledge," scope is how far you connect law, medicine, and statistics; abstraction is whether you stop at the letter of a clause or grasp why that law was written. On a map, scope is the scale (how wide you view) and abstraction is whether you can read the contour lines (how deep you view). Draw the two lines and you see a person "grown on only one side," whom a single ruler hides.
| Box | Narrow scope | Broad scope |
|---|---|---|
| High abstraction | Principle-heavy (deep but narrow). Deep on one field's aim, but too narrow to see links to others | System reconstruction, L4 (deep and broad). Rebuilds from principle and sets standards across fields |
| Low abstraction | Local application, L1 (shallow and narrow). Applies a clause by its letter, to that case only | Case enumeration (shallow but broad). Memorizes a lot but can't turn it into principle, so can't handle a brand-new case |
The point shows on the diagonal. Lower-left L1 (only one line grown, or undeveloped) versus upper-right L4 (both lines grown together). What separates the two — the "something added" — is what the dimension really measures. The upper-left type (deep but narrow) and lower-right type (knows a lot but can't turn it into principle) get lumped as "middling" on a single L1–L4 line and disappear. Only with two lines can you tell them apart as different unfinished shapes.
The L1–L4 ruler, and keeping scale, level, and gap apart
A scale is the graduation from L1 to L4 — a ruler that lines up how people at each step handle the same judgment scene. For "knowledge," the scene is a comparative material citing a non-inferiority trial (a test showing the new drug is "not worse" than the existing one), and how an L1 person and an L4 person differ. It works like a grading rubric at school, which spells out, level by level, how to score the same answer sheet.
| Lens | L1 Local application | L2 Linking | L3 Integration | L4 Systematizing |
|---|---|---|---|---|
| Behavior on a non-inferiority comparative material | Opens the guideline, then notices "looks like the trial design must be stated" (point knowledge) | Without checking documents, flags "state whether it's superiority or non-inferiority, and the result, precisely" (points become a line) | Connects it: "this also ties into exaggeration and guarantee wording, to keep the reader from misreading" (the line becomes a plane) | Drafts a company-wide rule for non-inferiority data and turns it into training material (the plane becomes a solid) |
Three words need to be kept apart. Scale is the L1–L4 graduation (a ruler fixed to each dimension). Level is the value you read off it (a position per person and per item). Gap is the difference between your own estimate and someone else's (with a plus or minus sign); it shows only how accurately you see yourself, not your actual ability. With a thermometer: the graduation is the scale, the reading "37°C" is the level, and the difference between two thermometers' readings is the gap. To know your true position, use another person or objective data as a stand-in for the right answer.
The scale is a draft; alignment makes it a standard
This L1–L4 is still only a draft. Before anyone uses it, the reviewers are meant to bring real samples — "at this level the document actually looks like this" (anchor cases, real samples matched to each level) — and line up their judgments. It is like referees agreeing before a match on "this is a foul, this is fine." Only once the samples are in place does the graduation become a "shared standard" that travels across countries and departments. From part two, read it as raw material for building those samples in your own organization.
Competency Framework ── Map of all 10 episodes
- Vol. 1 (this episode): The Essential Question ── Who Detects, Pushes Back, and Embeds the Gap ── Series opener in plain language: the essential question, the three roles and eight-part map, and how to read each part (essence, four-box view, scale).
- Vol. 2: Seeing People on Two Axes ── Quadrant, and Scale/Level/Divergence ── A map that sees ability in two directions — breadth and depth — and the basics of keeping the ruler, the reading, and the gap apart.
- Vol. 3: Knowledge ── Not Volume but the Density of the Connective Web ── Reframes the reviewer "with knowledge" as not someone who has memorized many facts but someone whose mental web of associations is dense — where one expression instantly links regulatory, medical, and statistical issues. Using a drug-comparison material, it shows the gap from beginner (L1) to organization-wide standard-setting (L4).
- Vol. 4: Intelligence ── Seeing Through Form to Judge by Substance ── Not fitting knowledge to a case but stretching it past the edge: taking the label off and reasoning from basic principles to read what is really going on. Measured on a four-step L1-L4 scale and four types built from scope and depth.
- Vol. 5: Risk Detection ── Reading What Is Not Written ── Catching what was left out and what is merely hinted at, by picturing what goes through the reader's head. The hardest part of perception, and the "all-theory-no-practice" trap.
- Vol. 6: Intuition ── The Alarm That Precedes Words ── A mental alarm that rings — "something feels off" — before you can put the reason into words. Its value is speed and the first flag that says "check this one carefully." But raising the flag is never the verdict; you always confirm it afterward.
- Vol. 7: Communication ── A Correctness That Doesn't Land Doesn't Exist ── Communication means re-saying your judgment in words the listener can grasp — a kind of translation. From handing over the bare fact (L1) to building a shared wording anyone understands (L4), read it by two things: how wide the audience is, and how much you reword.
- Vol. 8: Behavior-Change Inducement ── Intrinsic, Even When Unwatched ── The power to get someone to produce it right next time on their own — even when nobody is watching. We trace it from the "fixes it only because told" stage (L1) to the stage where "not doing it" becomes the team's air (L4), with one axis: is the person motivated from inside?
- Vol. 9: Relationship Building ── Neither Enemy Nor Ally, a Trusted Third Party ── The seventh skill: keeping your distance (staying independent) yet still being trusted. Getting too cozy fails, and so does being combative. The right route is the diagonal toward "strict but fair."
- Vol. 10 (final): Trust Density ── The Medium That Makes It Work, and the Whole ── The same point passes or bounces depending on who raises it. The gap is not brainpower but the thickness of trust a person has built up over time. Three things — never wavering, being readable, never bending to power — harden over years into an asset you cannot buy today. This finale folds all eight skills into one picture and hands off to the next series.
This series recasts material review from "hunting for banned words" into one connected ability: notice the gap in how a reader takes things, get it fixed, and make it stick. The eight dimensions are that ability taken apart; the four-box view is a diagnostic that makes the one-sided, unfinished shapes visible; the L1–L4 scale is a graduation that measures the same scene by step.
From the next part we unpack each dimension in turn — essence, four-box view, behavioral markers, scale. As you read, ask which level your own real materials would serve as a sample for. Lining up the judgments (calibration) is the final move that turns this blueprint into a shared standard.
- The point shows on the diagonal. What separates L1 from L4 — the "something added" — is what the dimension really measures; the upper-left (deep but narrow) and lower-right (broad but shallow) can be told apart only with two lines.
- The three roles are beads on a string. Weaken notice, fix, or stick, and it leaks there. A correctness that does not reach the other person is the same as none.
- Don't mix scale, level, and gap. Scale is the L1–L4 graduation, level is the read value, gap is the difference between your estimate and someone else's (a measure of self-accuracy, not ability).
- McClelland, D.C. Testing for Competence Rather Than for Intelligence. American Psychologist, 1973. (Origin of measuring competence by real-work behavior rather than aptitude tests)
- Boyatzis, R.E. The Competent Manager. Wiley, 1982. (Framework defining ability as observable behavioral markers)
- Spencer, L.M. & Spencer, S.M. Competence at Work. Wiley, 1993. (Method for staging competence by behavioral indicators and proficiency levels)
- Dreyfus, S.E. & Dreyfus, H.L. A Five-Stage Model of the Mental Activities Involved in Directed Skill Acquisition. 1980. (Novice-to-expert skill acquisition stages; theoretical backdrop for L1–L4)
- Miller, G.E. The Assessment of Clinical Skills/Competence/Performance. Academic Medicine, 1990. (The knows-to-does competence pyramid; clinical version of measuring by behavior)