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-design and commres-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
Source: brycewang-stanford/Awesome-Journal-Skills → Communication-Research-Skills/skills/commres-theory-building/SKILL.md
1---2name: commres-theory-building3description: 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.4---567# Theory & Hypotheses (commres-theory-building)89At CR a result is not a contribution until it is attached to a **testable communication mechanism**.10This skill turns an idea into theory: precise constructs, an explicit process, and **numbered11hypotheses** that the design will test. CR is a hypothetico-deductive journal — a paper that documents12an effect without a tested mechanism rarely clears the bar.1314## When to trigger1516- The empirics are strong but the "so what / why" is thin17- A reviewer said the paper is "atheoretical," "ad hoc," or "just a main effect"18- You need to state constructs, mechanisms, and predictions explicitly before collecting data19- Connecting your work to (or extending) an established communication theory2021## Build the argument (theory → mechanism → hypotheses)22231. **Concept.** Define the key constructs precisely (e.g., exposure, framing, presence, perceived24 norms); distinguish each from its near neighbors so measurement is unambiguous.252. **Mechanism.** State the communication process: who sends/receives what, through which channel,26 with what cognitive/affective/social step that produces the outcome. This is the mediator.273. **Boundary conditions.** Name the moderators — which audiences, messages, and contexts strengthen28 or reverse the effect. CR rewards "for whom / when," not just "whether."294. **Hypotheses.** Translate the mechanism into **explicit, numbered hypotheses** (and research30 questions where theory is thin): H1 (effect), H2 (mediation path), H3 (moderation). These become31 the tests in `commres-research-design` and `commres-data-analysis`.3233## The mediation/moderation core (CR-specific)3435CR is the home of **process models** — message → mediator → outcome, conditioned by moderators. State36the **causal ordering** the model assumes and how the design licenses it: a mediator measured on the37same cross-sectional wave as the outcome cannot carry a causal-process claim (defer the temporal38warrant to design). Pre-specify the indirect-effect test; do not fit a PROCESS model post hoc and39narrate it as theory.4041## The theory-contribution bar at CR (calibration anchor, hedged)4243A common substantive rejection is **"theory cited but not advanced."** Citing a theory is not moving44it. Calibrate where a paper sits:4546| Level | What the paper does to theory | CR verdict (typical) |47|-------|-------------------------------|----------------------|48| Applies | uses an existing framing/priming/cultivation account as-is | rarely enough alone |49| Extends | adds a moderator/boundary condition to a known effect | competitive if consequential |50| Specifies | opens a mediating process a prior account left as a black box | strong fit |51| Adjudicates | pits two mechanisms and lets the data choose | high-end contribution |5253The bar is the **tested theoretical move**, not the method. A heuristic, not an editorial rule.5455## Reviewer-pushback patterns and the theory-level fix5657| Referee comment | Underlying gap | Fix at the argument stage |58|-----------------|----------------|---------------------------|59| "Theory cited but not advanced" | applies, does not extend | name the boundary or black box the study opens |60| "Effect without a mechanism" | no mediator | state the cognitive/affective/social step and a mediation hypothesis |61| "Why doesn't this travel?" | boundary conditions absent | specify moderators where the effect holds and breaks |62| "Construct slippage" | measured thing isn't the construct | re-anchor the definition; split from neighbors; revisit the scale |63| "HARKing suspected" | hypotheses look post hoc | preregister; present theory before results, RQs where theory is thin |6465## Worked micro-example: from effect to mechanism (illustrative)6667A study finds gain-framed vaccine messages raise intention more than loss-framed ones — a bare effect.68Lifted to a CR argument: framing shifts **perceived response-efficacy** (mediator, H2), which raises69intention (H1); the path is stronger for **low-prior-knowledge** audiences (moderator, H3). The70constructs are defined and distinguished from "perceived threat," the indirect effect is pre-specified71with bootstrap CIs, and the moderator gives a "for whom" — a portable, tested mechanism rather than a72re-documented framing effect.7374## Anti-patterns7576- "Hypothesizing after results are known" (HARKing) — state hypotheses before tests; preregister77- A main effect with no mediator/moderator — CR wants the process and the boundary78- Mechanisms named but never made into a testable, numbered hypothesis79- Universal claims with no boundary conditions (which audiences? which messages? which contexts?)80- A PROCESS model whose causal ordering the design cannot support8182## Output format8384```85【Core claim】one sentence86【Mechanism】the communication process (the mediator)87【Constructs】defined + distinguished from neighbors88【Hypotheses】H1 (effect) / H2 (mediation) / H3 (moderation) → research-design89【Boundary conditions】which audiences / messages / contexts90【Causal-ordering warrant】how the design licenses the process claim91【Next】commres-research-design92```9394## Supplementary resources9596- [`../../resources/external_tools.md`](../../resources/external_tools.md) — measurement, SEM, and mediation/PROCESS tooling97- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — CR scope and contribution expectations9899---100101**Source:** [`brycewang-stanford/Awesome-Journal-Skills`](https://github.com/brycewang-stanford/Awesome-Journal-Skills) → `Communication-Research-Skills/skills/commres-theory-building/SKILL.md`
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