Contribution Framing (mgsci-contribution-framing)

When to trigger

• Results exist but the "so what for management decisions" is implicit or thin
• A Department Editor or reviewer questioned the magnitude or the fit of the contribution
• The paper reads as a correct model or a clean finding with no generalizable insight
• You need the contribution sentences for the intro and the discussion

The Management Science contribution test

Management Science's unifying bar is rigor plus a demonstrated contribution to management/business decision-making that travels across departments. A correct proof or a clean estimate is necessary but not sufficient — the paper must say, in plain words, what decision-relevant insight is now available that was not before, and why it matters beyond a single niche.

Write the contribution on three axes:

1. What is new. The specific result — a new optimal policy / equilibrium property / identified causal effect / mechanism — stated as a claim, not a topic.
2. Why it is decision-relevant. Which managerial or policy decision changes, and in which direction, because of it. This is the "managerial science" core; an insight no decision-maker would act on is off-mission.
3. Why it travels. What a reader in a different Department learns from it. Cross-department reach is what distinguishes a Management Science contribution from one better suited to a focused sister journal.