msom-contribution-framing - SKILL.md Agent Skill

name: msom-contribution-framing description: Use when turning analytical or empirical results into an explicit operations contribution for a Manufacturing & Service Operations Management (M&SOM) manuscript — stating the managerial implication, the new operational insight, and why an operations decision is central, including the structured-abstract framing M&SOM requires.

Contribution Framing (msom-contribution-framing)

When to trigger

Results exist but the "so what for operations" is implicit or thin
A Department Editor says the contribution is incremental or the OM core is unclear
You are writing the introduction's contribution paragraph or the structured abstract
You must make the managerial implication explicit, not optional

Make the operational insight explicit

M&SOM judges manuscripts on importance, originality, clarity, validity, and relevance, and gates on an operations decision being central. State plainly: what operational decision does this paper change, and how? For analytical work, the contribution is usually the structure of the optimal policy and the comparative statics a manager can act on (e.g., "stock-up-to a threshold that rises in lead-time variability"). For empirical work, it is a credibly identified operational effect and the policy it implies. Avoid framing the contribution as a methodological novelty alone — the operations insight must lead.

Managerial relevance is a required, sectioned component

M&SOM requires a structured abstract (≤ 300 words, no technical jargon): Problem definition, Methodology-results, and Managerial implications. Managerial relevance is therefore not optional framing — it is an explicitly sectioned deliverable. Write the contribution paragraph and the abstract so each required section is answerable in one or two plain-language sentences a practitioner could follow.

Route the contribution to the right Department

Frame the contribution in the vocabulary of your target Department (supply chain, services/revenue management, sustainability/health, operational innovation, analytics, or practice). If the work is field-driven, consider whether the Practice Platform is the better home; a perspective piece is an OM Forum banner article, not a standard contribution.

Checklist

One sentence: the operational decision this paper changes and how
Analytical: policy structure + actionable comparative statics stated
Empirical: identified effect + the operational policy it implies stated
Structured abstract drafted with all three required sections, ≤300 words, jargon-free
Contribution framed in the target Department's terms
Operations centrality reaffirmed (not a method-only contribution)

Anti-patterns

Leading with "we develop a new model/estimator" and burying the operational insight.
A structured abstract missing the Managerial-implications section or stuffed with notation.
Claiming generic "implications for managers" with no operational lever named.
Framing the work outside any department's scope.

Contribution pass for Manufacturing & Service Operations Management

Run this as a concrete capability pass. First lock the process bottleneck, decision policy, queue/inventory/service mechanism, and implementation constraint; then test whether the manuscript addresses operations reviewers who look for service/manufacturing process insight, implementable policies, and operational performance evidence.

Primary move: Translate the result into who learns what, which mechanism changes, and which alternative explanation is ruled out; keep the claim narrower than the evidence.
Decision ledger: return claim / evidence / blocker / next edit rows so the next pass can patch the manuscript directly.
Sibling comparison: compare against Management Science for broader OR/MS reach, Production and Operations Management for wider OM readership, Operations Research for method-first theory; if the neighboring outlet has the stronger audience claim, recommend re-routing before polishing.
Verification floor: before submission-ready advice, re-open resources/official-source-map.md for volatile rules and name the one unresolved fact that could change the recommendation.

Worked micro-example (illustrative)

The premium clause M&SOM rewards is the managerial insight that survives the model — a sentence a department editor can repeat to a practitioner.

Vignette: a staffing model for a hospital emergency department where physicians flex between fast-track and main-track queues. Suppose the numerical study reports — illustratively — that flexing 15% of physician-hours cuts the 90th-percentile wait from 48 to 31 minutes at equal headcount. Through the contribution rules: the decision changed is the roster split between dedicated and flexible hours; the insight is that the optimal flex share rises in arrival-rate asymmetry between tracks; the managerial sentence — "hold about an eighth of capacity flexible when loads diverge" — slots into the Managerial-implications section.

Referee-pushback patterns and the venue fix

"Tractable, but the result has no managerial takeaway." → Add the decision rule plus its comparative static; lead with it, not the theorem.
"This is a Management Science / Operations Research paper — where is the operations decision?" → Re-anchor on the operating lever; cut framing that foregrounds the method's generality. If the managerial-implications subsection just restates results, rewrite it as plain-language advice with the magnitude attached.

Output format

【Operational decision changed】...
【Structure / identified effect】...
【Managerial implication】plain language ...
【Structured abstract】Problem definition / Methodology-results / Managerial implications (≤300 words)
【Department fit】...
【Next step】msom-tables-figures