agentsclimarketplace

Commres topic selection

Skill brycewang-stanford/Awesome-Journal-Skills/Communication-Research-Skills/skills/commres-topic-selection

Use when deciding whether a communication project fits Communication Research (CR) and is shaped as quantitative, theory-testing social science. CR rewards a clear communication-science question with a testable mechanism, not platform novelty or description. Helps frame the question; it does not collect data.From its SKILL.md

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill commres-topic-selection

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

5.4 KB, ~1.1k tokens by cl100k_base, as published. Nobody here has run it

Topic Selection & Fit (commres-topic-selection)

CR is SAGE's quantitative, social-scientific communication journal. The bar is not "new on this platform" or "interesting case" — it is "advances communication science with a testable mechanism." Use this skill to pressure-test fit before you invest.

When to trigger

  • Choosing among possible projects or framings for a CR submission
  • A reviewer/colleague said the paper feels "descriptive," "atheoretical," or "qualitative for CR"
  • Deciding whether CR or a sibling (JoC, HCR, New Media & Society) is the right home
  • Sharpening a vague effect into a hypothesis-testing communication-science question

The CR fit test

A strong CR paper usually clears all four:

  1. Communication-science question. It is about a communication process — message effects, media processing, persuasion, interpersonal/organizational dynamics, health or political communication, new-media use and effects — framed at the level of constructs, not one anecdote.
  2. A testable mechanism, not just a finding. CR rewards why and for whom: a mediating process (mediation), a boundary condition (moderation), or an adjudication between rival accounts.
  3. Quantitative identification. An experiment, survey/panel, or content analysis with measured constructs that can credibly test the hypotheses (see commres-research-design).
  4. Rigorous measurement. Validated multi-item scales or a reliability-tested codebook — CR reviewers scrutinize whether the measured thing is the construct claimed.

Study-type framing (lead with the process, not the platform)

Home areaReach CR by…
Media effects / processingname the cognitive/affective mechanism and test it, not just a stimulus response
Persuasion / message effectsmodel the message feature → mediator → outcome path, with rival accounts
Interpersonal / organizationalgeneralize the relational mechanism; measure it, do not infer it from one case
Health / political communicationshow the audience/message process that travels beyond one topic
New-media use & effectstest the use→effect process; platform is the site, the process is the contribution

Fit-screen decision table (what survives editorial screening)

Candidate framingEditor's likely readMove before submitting
"First study of X on TikTok"descriptive, platform-boundrecast as a tested communication mechanism the site exposes
"Interview study of how users feel about Y"qualitative — wrong venuere-route to JoC/NMS, or add a measured, hypothesis-testing component
"We measured a main effect of frame on attitude"thin without mechanismadd the mediator/moderator that explains why and for whom
"Replication of a 2010 priming effect"incremental unless adjudicatingframe as resolving a live measurement or boundary dispute
"Message feature M → mediator → outcome, moderated by C"strong CR fitproceed

Calibration anchor: the CR "process + measurement" bar (hedged)

CR's recurring substantive rejection is "effect documented, process untested" or "construct validity unclear." A health-comm and a political-comm reviewer should both recognize the communication process and trust the measurement. A heuristic about rigor and reach, not a quota.

Worked micro-example: rescuing a descriptive idea (illustrative)

Initial pitch: "How do influencers label sponsored posts on Instagram?" — descriptive, platform-locked. Through the fit test, the CR question is when disclosure cues trigger persuasion knowledge that discounts a message, and for whom — a measurable process. Reframed as a 2 (disclosure present/absent) experiment testing message → persuasion-knowledge (mediator) → attitude, moderated by prior trust, with validated scales. Now it tests a mechanism with rigorous measurement — a credible CR study, not a platform note.

Anti-patterns

  • "No one has studied this on platform X" as the whole contribution (descriptive, platform-only)
  • A qualitative or purely interpretive design proposed for a quantitative venue
  • A main effect with no mediator/moderator (CR wants process and boundary conditions)
  • Measures introduced with no validity or reliability evidence
  • A question too sprawling to test convincingly within the page budget

Output format

【Question】one sentence
【Communication process】the construct-level mechanism at stake
【Contribution type】mechanism / boundary condition / adjudication / measurement-corrected effect
【Identification】experiment / survey-panel / content analysis
【Fit verdict】strong / needs reframing / off-fit (route to which sibling?)
【Next】commres-literature-positioning

Supplementary resources

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.