commres-theory-building
GitHub用于将传播学研究构思转化为可检验的机制级理论贡献。通过精确定义构念、明确中介与调节过程，构建编号假设，解决缺乏理论深度或机制的问题，确保符合 hypothetico-deductive 期刊标准。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill commres-theory-building -g -y
SKILL.md
Frontmatter
{
"name": "commres-theory-building",
"description": "Use when building the theoretical argument and hypotheses of a Communication Research (CR) manuscript into a testable, mechanism-level contribution. CR rewards explicit constructs, a stated communication process, and numbered hypotheses with mediation\/moderation, not a bare effect. Structures the argument; it does not run analyses."
}
Theory & Hypotheses (commres-theory-building)
At CR a result is not a contribution until it is attached to a testable communication mechanism. This skill turns an idea into theory: precise constructs, an explicit process, and numbered hypotheses that the design will test. CR is a hypothetico-deductive journal — a paper that documents an effect without a tested mechanism rarely clears the bar.
When to trigger
- The empirics are strong but the "so what / why" is thin
- A reviewer said the paper is "atheoretical," "ad hoc," or "just a main effect"
- You need to state constructs, mechanisms, and predictions explicitly before collecting data
- Connecting your work to (or extending) an established communication theory
Build the argument (theory → mechanism → hypotheses)
- Concept. Define the key constructs precisely (e.g., exposure, framing, presence, perceived norms); distinguish each from its near neighbors so measurement is unambiguous.
- Mechanism. State the communication process: who sends/receives what, through which channel, with what cognitive/affective/social step that produces the outcome. This is the mediator.
- Boundary conditions. Name the moderators — which audiences, messages, and contexts strengthen or reverse the effect. CR rewards "for whom / when," not just "whether."
- Hypotheses. Translate the mechanism into explicit, numbered hypotheses (and research
questions where theory is thin): H1 (effect), H2 (mediation path), H3 (moderation). These become
the tests in
commres-research-designandcommres-data-analysis.
The mediation/moderation core (CR-specific)
CR is the home of process models — message → mediator → outcome, conditioned by moderators. State the causal ordering the model assumes and how the design licenses it: a mediator measured on the same cross-sectional wave as the outcome cannot carry a causal-process claim (defer the temporal warrant to design). Pre-specify the indirect-effect test; do not fit a PROCESS model post hoc and narrate it as theory.
The theory-contribution bar at CR (calibration anchor, hedged)
A common substantive rejection is "theory cited but not advanced." Citing a theory is not moving it. Calibrate where a paper sits:
| Level | What the paper does to theory | CR verdict (typical) |
|---|---|---|
| Applies | uses an existing framing/priming/cultivation account as-is | rarely enough alone |
| Extends | adds a moderator/boundary condition to a known effect | competitive if consequential |
| Specifies | opens a mediating process a prior account left as a black box | strong fit |
| Adjudicates | pits two mechanisms and lets the data choose | high-end contribution |
The bar is the tested theoretical move, not the method. A heuristic, not an editorial rule.
Reviewer-pushback patterns and the theory-level fix
| Referee comment | Underlying gap | Fix at the argument stage |
|---|---|---|
| "Theory cited but not advanced" | applies, does not extend | name the boundary or black box the study opens |
| "Effect without a mechanism" | no mediator | state the cognitive/affective/social step and a mediation hypothesis |
| "Why doesn't this travel?" | boundary conditions absent | specify moderators where the effect holds and breaks |
| "Construct slippage" | measured thing isn't the construct | re-anchor the definition; split from neighbors; revisit the scale |
| "HARKing suspected" | hypotheses look post hoc | preregister; present theory before results, RQs where theory is thin |
Worked micro-example: from effect to mechanism (illustrative)
A study finds gain-framed vaccine messages raise intention more than loss-framed ones — a bare effect. Lifted to a CR argument: framing shifts perceived response-efficacy (mediator, H2), which raises intention (H1); the path is stronger for low-prior-knowledge audiences (moderator, H3). The constructs are defined and distinguished from "perceived threat," the indirect effect is pre-specified with bootstrap CIs, and the moderator gives a "for whom" — a portable, tested mechanism rather than a re-documented framing effect.
Anti-patterns
- "Hypothesizing after results are known" (HARKing) — state hypotheses before tests; preregister
- A main effect with no mediator/moderator — CR wants the process and the boundary
- Mechanisms named but never made into a testable, numbered hypothesis
- Universal claims with no boundary conditions (which audiences? which messages? which contexts?)
- A PROCESS model whose causal ordering the design cannot support
Output format
【Core claim】one sentence
【Mechanism】the communication process (the mediator)
【Constructs】defined + distinguished from neighbors
【Hypotheses】H1 (effect) / H2 (mediation) / H3 (moderation) → research-design
【Boundary conditions】which audiences / messages / contexts
【Causal-ordering warrant】how the design licenses the process claim
【Next】commres-research-design
Supplementary resources
../../resources/external_tools.md— measurement, SEM, and mediation/PROCESS tooling../../resources/official-source-map.md— CR scope and contribution expectations
Version History
- 1839142 Current 2026-07-05 12:38
