mgsci-topic-selection

GitHub

辅助管理科学领域研究选题,评估决策相关性与跨部门适用性。通过对比OR、M&SOM等姐妹期刊,明确投稿定位,避免因定位模糊被拒稿。

Management-Science-Skills/skills/mgsci-topic-selection/SKILL.md brycewang-stanford/Awesome-Journal-Skills

Trigger Scenarios

无法确定所属Department 不确定是否适合Management Science或姐妹期刊 收到off fit或better suited elsewhere的反馈 有方法无问题或有结果无决策意义

Install

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mgsci-topic-selection -g -y
More Options

Non-standard path

npx skills add https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Management-Science-Skills/skills/mgsci-topic-selection -g -y

Use without installing

npx skills use brycewang-stanford/Awesome-Journal-Skills@mgsci-topic-selection

指定 Agent (Claude Code)

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill mgsci-topic-selection -a claude-code -g -y

安装 repo 全部 skill

npx skills add brycewang-stanford/Awesome-Journal-Skills --all -g -y

预览 repo 内 skill

npx skills add brycewang-stanford/Awesome-Journal-Skills --list

SKILL.md

Frontmatter
{
    "name": "mgsci-topic-selection",
    "description": "Use when shaping or stress-testing a research question for Management Science (INFORMS) — confirming the decision-relevance bar, choosing the right Department lane (analytical vs empirical), and testing fit against sister INFORMS journals (Operations Research, M&SOM, Marketing Science) so the paper is not desk-rejected as \"better suited elsewhere\"."
}

Topic Selection & Fit (mgsci-topic-selection)

When to trigger

  • The idea is interesting but you cannot name the Department it belongs to
  • You are unsure whether it fits Management Science or a sister INFORMS journal
  • A reviewer or Department Editor said "off fit" or "better suited elsewhere"
  • You have a method looking for a question, or a result with no decision implication

The Management Science bar

Management Science publishes work whose unifying test is methodological rigor plus a demonstrated contribution to management/business decision-making that travels across departments. It is deliberately bimethodological: a clean analytical model (OR/optimization, stochastic processes, game/economic theory) and a sharp empirical study (econometrics, experiments, behavioral, data science) are equally at home — but each must deliver a generalizable managerial insight, not just a technical result.

Ask three questions before investing:

  1. Decision relevance. What management decision changes if the result holds? A model with no managerial reading, or an empirical fact with no decision lever, is off-mission.
  2. Which Department? Name it: Accounting; Behavioral Economics and Decision Analysis; Data Science; Entrepreneurship and Innovation; Finance; Healthcare Management; Information Systems; Market Design, Platform, and Demand Analytics; Marketing; Operations Management; Optimization and Decision Analytics; Organizations; Stochastic Models and Simulation; Strategy; Sustainability. The Department Editor owns your desk screen and standards.
  3. Cross-department travel. Does the insight matter beyond a single niche? Management Science prizes results that a reader in another Department still finds informative.

The sister-journal fit test (this is where papers die)

A large share of submissions are desk-rejected as better suited elsewhere. Before committing, distinguish:

If the core contribution is... Likely better venue
A new OR algorithm / methodology with limited managerial reading Operations Research
Supply-chain / service-operations / manufacturing focus M&SOM
Quantitative-marketing models of consumer/firm behavior Marketing Science
Broad, decision-relevant insight that travels across departments Management Science

Management Science wants the managerial-science angle: rigor in service of a decision insight that is not confined to one application area. Ambiguous-fit papers spanning departments are discussed across the editorial team — make the intended Department and the cross-department payoff explicit in the cover letter.

Anti-patterns

  • A polished algorithm with no managerial interpretation (aim at Operations Research).
  • An empirical regularity with no decision lever or theory.
  • "It touches operations and finance" with no clear home Department and no cross-department insight.
  • Picking Management Science only for prestige when a sister INFORMS journal is the natural home.

Borderline routing calls (illustrative)

Project Natural home Why
New column-generation scheme for crew scheduling, runtime gains only Operations Research Method-first; managerial lever is thin
Field experiment on how delivery-time promises shift cart abandonment Marketing Science A marketing-mix decision owns it
Analytical model of how a platform sets commission to balance two sides Management Science (Business Strategy/OM) Cross-department decision model with managerial payoff
Inventory heuristic tested only in simulation, no decision insight Re-scope or Operations Research No empirical leverage and no managerial consequence

The Management Science call is rarely "is it good?" — it is "does a generalizable decision insight travel across at least one Department boundary?" If the answer is no, a sister INFORMS journal usually owns the contribution more directly, and targeting Management Science only for prestige invites a desk reject.

Fit pass for Management Science

Run this as a concrete capability pass. First lock the decision problem, formal or empirical engine, managerial lever, and generality claim; then test whether the manuscript addresses OR/MS reviewers who expect a generalizable decision model, credible empirical leverage, or algorithmic insight with managerial consequence.

  • Primary move: Score fit, novelty, evidence readiness, and audience ownership; reject prestige-only targeting when a sibling venue owns the contribution more directly.
  • Decision ledger: return claim / evidence / blocker / next edit rows so the next pass can patch the manuscript directly.
  • Sibling comparison: compare against Operations Research for method-first optimization, Marketing Science for marketing models, Organization Science for organization-theory mechanisms; 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.

Output format

【Decision relevance】what decision changes ...
【Department】[named lane] — analytical or empirical
【Cross-department travel】who else cares ...
【Fit vs sister journals】Mgmt Sci vs OR / M&SOM / Marketing Science: keep/redirect
【Next step】mgsci-theory-development or mgsci-methods

Version History

  • 1839142 Current 2026-07-05 14:03

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Metadata

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