Cause-Role Worksheet¶
Facilitation worksheet — instantiates Multiple Causation and Explanatory Pluralism
Forces each proposed factor to earn its place by pinning it to the bounded outcome and assigning it one defensible causal role — or striking it.
A group brainstorm produces causes faster than it evaluates them, and the result is a list where "it mattered" is the only test anything has to pass. Cause-Role Worksheet is the gate that fixes this. Used live in a review or seminar, it is a fill-in form that takes proposed factors one at a time and refuses to let any of them stay unless it can (1) be tied precisely to the bounded outcome under discussion and (2) be assigned one specific causal role with a stated justification. A factor that cannot name what it did — that can only say it was "involved" — is struck or demoted. Its defining move is sequential adjudication: where a matrix lays every factor out at once as neat cells, the worksheet interrogates each factor in turn and makes it earn its row.
Example¶
A graduate history seminar is explaining a bounded target it has deliberately narrowed: why did this uprising reach sustained mass mobilization in this particular decade, rather than fizzling as earlier unrest had? Students table the usual suspects — a fiscal crisis, spiking food prices, elite defection, a new network of pamphlets, a charismatic leader, an unusually harsh winter. Each candidate goes on a worksheet row. The row demands: state the exact outcome this explains, assign a role (background, enabling, precipitating, amplifying), give the reasoning, and pass a temporal check — did it actually precede the outcome it claims to cause?
The discipline bites immediately. The "charismatic leader" factor fails the temporal check: the figure rose to prominence after mobilization was already underway, so it is reclassified from cause to amplifier of a movement that other factors had already started. Food prices earn a precipitating role; the fiscal crisis earns a background enabling role that made the state brittle for years beforehand. What began as six equal "causes" ends as a role-typed, temporally ordered short list in which each surviving factor has said, on the record, what work it does.
How it works¶
- Fix the target at the top of the sheet. Every row is judged against one precisely bounded outcome; a factor "explaining" a vaguer outcome than the one on the sheet is out of scope.
- One row per factor, filled live. Fields: the factor, its claimed causal role, what exactly it did (a specific verb, not "was involved"), and a temporal check.
- Run the earn-your-place gate. A row that cannot fill the role field with a defensible verb, or that fails temporal order, is struck or demoted — not left hovering as an unranked equal.
- Output a pruned, role-typed list. The product is not a table of attributes but a shorter list in which each factor's role and temporal position are settled and defensible.
Tuning parameters¶
- Gate strictness — how much justification a factor needs to survive. Strict gates kill laundry lists but can strike a real factor whose evidence simply isn't in the room yet.
- Role vocabulary granularity — coarse (background / trigger) versus the full typology (necessary, sufficient, INUS, inhibiting, maintaining). Finer roles are more honest but slow the workshop and invite hair-splitting.
- Facilitation mode — silent individual write-up before discussion, or open debate. Silent-first surfaces minority factors; open debate is faster but lets the loudest voice set roles.
- Hold-versus-strike policy — whether an under-supported factor is rejected or parked pending evidence. A "hold" lane prevents premature deletion of factors that are real but not yet demonstrable.
When it helps, and when it misleads¶
Its strength is that it kills the causal laundry list at the source: nothing survives on vibes, temporal order is enforced so consequences stop masquerading as causes, and every retained factor carries a specific claim about what it did. It is the cheapest discipline for turning a wall of sticky notes into an accountable account.
Its failure mode is social. A worksheet run by a permissive facilitator becomes a rubber stamp — vague roles ("it contributed") get waved through and the gate does nothing. Run too harshly, it strikes factors that are genuinely operative but whose support hasn't arrived, hard-coding a premature account. And because role assignment leans on the logic of INUS conditions — a factor being an insufficient but non-redundant part of a sufficient set — a facilitator who doesn't press on necessity versus sufficiency will let dominant-sounding factors absorb credit that belongs to enabling conditions.[1] The guarding discipline is to demand a specific verb in the role field, to keep a "hold" lane rather than a binary keep/strike, and to check every "cause" against temporal order before it is allowed to stay.
How it implements the components¶
explanatory_target_boundary— the sheet's header fixes the exact outcome, comparison class, and interval, and every factor is admitted or rejected relative to that boundary.causal_role_typology— each surviving factor is pinned to one specific role with a justification, converting a flat list into a set of typed, defensible causal claims.
The worksheet does not inventory factors by family or partition them by scale in a grid (causal_family_inventory, scale_partition, the Multicausal Factor Matrix — its nearest twin, which catalogs all factors at once where the worksheet adjudicates one at a time). It also does not grade the diagnostic strength of the evidence (evidential_weighting, the Process-Tracing Evidence Table) — its "what did it do?" field asks for an informal justification, not a scored evidence weight — nor draw interactions (interaction_map, the Causal Loop or Influence Diagram).
Related¶
- Instantiates: Multiple Causation and Explanatory Pluralism — the worksheet is the archetype's earn-your-place gate against the laundry-list failure.
- Sibling mechanisms: Multicausal Factor Matrix · Causal Loop or Influence Diagram · Process-Tracing Evidence Table · Counterfactual Sensitivity Probe · Cross-Disciplinary Causal Review
Editorial Notes¶
Form Classification¶
Form family: Assessment, Review & Assurance
Rationale: The mechanism tests each proposed factor against a bounded outcome, defensible causal verb, role, and temporal order and strikes factors that fail, so its operative output is a causal-role assessment.
Nearest alternative: Interface, Display & Cue — The worksheet prompts fields, but its defining result is the evidence-based keep-or-strike finding for each factor.
Review outcome: Adjudicated after independent review; high confidence.
Origin Attribution¶
Primary origin: Philosophy
Origin pattern: Cross-disciplinary synthesis
Present-day reach: Multi-domain
Rationale: Philosophy of causation supplies contributory roles such as Mackie's INUS conditions and demands that each proposed factor be necessary within an explanatory set.
Related originating lineages:
- Law & Governance — Legal causation distinguishes contribution, necessity, sufficiency, remoteness, and responsibility for a bounded outcome.
- Systems Thinking & Cybernetics — Systems analysis supplies interacting factors, feedback, and enabling conditions that resist single-cause stories.
Review resolution: Philosophy is the agreed primary lineage because necessary, sufficient, enabling, precipitating, and INUS causal roles supply the worksheet's gate. Law and systems analysis contribute responsibility and interaction roles; the facilitated worksheet is a cross-disciplinary synthesis with multi-domain rather than universal reach.
Encyclopedia synthesis: The exact catalogued form synthesizes established practice rather than reproducing a single standard historical label.
Review outcome: Reconciled after independent review; high confidence.
Notes¶
The worksheet is naturally upstream of the Multicausal Factor Matrix: its adjudicated, role-typed survivors are precisely what belong in the matrix's role column. Keeping the two separate is deliberate — the worksheet's job is to decide which factors and roles are defensible, and the matrix's job is to lay the survivors out for comparison; collapsing them tempts a group into cataloging factors it never actually gated.
References¶
[1] Mackie, J. L. "Causes and Conditions". American Philosophical Quarterly 2(4), 245–264 (1965). Defines the causal condition as a factor that is individually insufficient yet non-redundant within a sufficient causal set. registry ↩