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数据与研究 · SKILL.md

orgsci-workflow

orgsci-workflow

【数据与研究】Use when deciding which orgsci-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Organization Science manuscript. Routes — it does not replace — the specialized skills.

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name: orgsci-workflow description: Use when deciding which orgsci-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Organization Science manuscript. Routes — it does not replace — the specialized skills.

Organization Science Workflow (orgsci-workflow)

Overview

This is the router. It does not replace any specialized skill; it tells you which orgsci- skill to use right now* for your Organization Science manuscript.

Default assumption: unless told otherwise, treat the target as Organization Science — the interdisciplinary, theory-driven INFORMS journal about organizations (their processes, structures, technologies, identities, capabilities, forms, and performance) spanning micro (individual/team) to macro (organizational/field/population) levels. Its defining bar is overall contribution: the editorial statement holds that "theoretical novelty is neither necessary nor sufficient," and contributions may come from new theory, data, method, settings, mechanisms, or social-problem/grand-challenge relevance. It is methodologically eclectic, with a signature openness to qualitative and inductive work alongside quantitative, experimental, computational, and formal-analytical research; causal inference is valued but "not necessary and often impossible."

Time-sensitive items: Lamar Pierce (Washington University in St. Louis) is Editor-in-Chief (oseic@wustl.edu); verify the masthead at pubsonline.informs.org/journal/orsc. A mandatory <500-word contribution statement in the cover letter has been required since June 1, 2023.

When to trigger

  • "What should I do next?" with a half-built Organization Science manuscript
  • You have inductive field data or a model but no sharpened theoretical contribution
  • A senior editor pushes on "what is the contribution to organization research?"
  • You received a decision letter and need to switch into response mode
  • You keep bouncing between theory, method, and writing without a plan

Routing table

Current symptomNext skill
Idea is vague; unsure it fits Organization Science (vs. ASQ/AMJ/Mgmt Sci)orgsci-topic-selection
Theory is thin; mechanism across levels not articulatedorgsci-theory-development
Front end reads as gap-spotting; not joining an organization-theory conversationorgsci-literature-positioning
Design (qualitative/quant/experiment/computational/formal) may not fitorgsci-methods
Have data/model output; unsure how to analyze and report it crediblyorgsci-data-analysis
Results exist but the contribution statement is weakorgsci-contribution-framing
Tables/figures or a process model are cluttered or off house styleorgsci-tables-figures
Prose buries the argument; not in INFORMS author-date styleorgsci-writing-style
Ready to submit; need the ScholarOne + length-policy preflightorgsci-submission
Want to understand the decentralized senior-editor review processorgsci-review-process
Received an R&R; need to plan and draft the responseorgsci-rebuttal

Default order

  1. orgsci-topic-selection — lock a theory-driven question with Organization Science fit
  2. orgsci-theory-development — build the cross-level mechanism / inductive grounded model
  3. orgsci-literature-positioning — join an organization-theory conversation
  4. orgsci-methods — match design to the question and level of analysis
  5. orgsci-data-analysis — analyze and report transparently (including trustworthiness for qualitative work)
  6. orgsci-contribution-framing — draft the mandatory <500-word contribution statement
  7. orgsci-tables-figures — finalize exhibits / data structure / process model
  8. orgsci-writing-style — prose polish in INFORMS author-date style
  9. orgsci-submission — ScholarOne preflight (anonymization, ~50-page norm, separate appendix)
  10. orgsci-review-process — set expectations for the decentralized senior-editor process
  11. orgsci-rebuttal — after an R&R, plan revisions then draft the response letter

orgsci-tables-figures and orgsci-writing-style are late-stage polish. Do not invoke them while the theoretical contribution is still unsettled.

Routing diagnosis worksheet

When the bottleneck is unclear, fill this worksheet top to bottom; the first blank or shaky row is the stage to route to. It mirrors what a senior editor probes in the first read.

ORGANIZATION SCIENCE ROUTING DIAGNOSIS
Question ............ theory-driven question about organizations, stated in
                      one sentence?                    blank -> orgsci-topic-selection
Level ............... micro / meso / macro / cross-level named, and the
                      mechanism operates at that level? shaky -> orgsci-theory-development
Conversation ........ which organization-theory conversation does the paper
                      join (not a gap claim)?          blank -> orgsci-literature-positioning
Design .............. qualitative / quant / experiment / computational /
                      formal — matched to the question? shaky -> orgsci-methods
Evidence ............ analysis transparent; trustworthiness shown for
                      inductive work?                  shaky -> orgsci-data-analysis
Contribution ........ <500-word cover-letter statement drafted and beyond
                      "theoretical novelty"?           blank -> orgsci-contribution-framing
Package ............. exhibits, INFORMS author-date prose, ScholarOne files,
                      anonymization, ~50-page norm?    shaky -> orgsci-tables-figures /
                                                       orgsci-writing-style / orgsci-submission

Decision shortcuts

  • "I have rich field data but no theory yet" → orgsci-topic-selection then orgsci-theory-development
  • "My intro says 'no one has studied X'" → orgsci-literature-positioning
  • "An editor said 'interesting but not enough contribution'" → orgsci-contribution-framing
  • "Reviewer wants causal identification I cannot get" → orgsci-methods then orgsci-data-analysis (mechanism + design logic over identification)
  • "Submitting next week" → orgsci-submission
  • "Got an R&R from one senior editor and two reviewers" → orgsci-review-process then orgsci-rebuttal

Difference vs. ASQ / AMJ / Management Science stacks

  • Organization Science: interdisciplinary, theory-driven organizations research, micro to macro; eclectic methods with a qualitative/inductive signature; overall contribution over novelty; decentralized senior-editor model; INFORMS / ScholarOne at mc.manuscriptcentral.com/orsc.
  • ASQ: Cornell/SAGE; deep contextual/qualitative work and bold framing, but not the INFORMS venue.
  • AMJ: AOM empirical journal; equal empirical + theoretical bar, page limit, AOM house style.
  • Management Science: INFORMS sibling; departmental area-editor routing and a code-and-data disclosure mandate Organization Science does not impose.

Anti-patterns

  • Do not chase causal identification at the expense of the contribution — this venue does not require it.
  • Do not skip the contribution statement; submissions without it are returned before review.
  • Do not treat polish as a substitute for an organization-theory contribution.
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