cogpsych-workflow

Cognitive Psychology Workflow Router (cogpsych-workflow)

The orchestrator for a Cognitive Psychology (Elsevier) submission. The journal's two defining features

are that it rewards longer, integrative, model-driven papers — typically a **multi-experiment

program tied to a formal/computational model — and that it expects data, model code, and analysis

scripts** to be shareable. The router makes sure the contribution is theory-and-model-shaped from the

start, then sends the user to the matching skill.

When to trigger

• Starting a new Cognitive Psychology paper and unsure where to begin
• Mid-project and unsure which skill applies next
• Choosing the contribution type (empirical-only vs. experiment-plus-model vs. modeling-led)
• Returning with a decision letter (route to cogpsych-rebuttal)

First question: contribution type

| Situation | Type | Route note |

|-----------|------|-----------|

| Several controlled experiments that jointly constrain a theory | Multi-experiment empirical | main pipeline; make each experiment add inference, not repeat |

| Experiments plus a fitted formal model (the common shape here) | Experiment + model | pull cogpsych-theory-and-hypotheses (formalize) + cogpsych-data-analysis (fit/compare) forward |

| A new model / analysis tested against existing or new data | Modeling-led | cogpsych-theory-and-hypotheses → cogpsych-data-analysis (model recovery + comparison) |

| Integrative theoretical synthesis or review with a substantive advance | Theoretical / review | cogpsych-literature-positioning + cogpsych-theory-and-hypotheses |

> A single short experiment reporting one effect is usually the wrong shape for this venue — that

> is a Psychological Science / short-report contribution. Cognitive Psychology wants the longer arc.

Routing map (stage → skill)

Idea / fit?                          → cogpsych-topic-selection
Theory + model + predictions?        → cogpsych-theory-and-hypotheses
Where does it sit in the field?      → cogpsych-literature-positioning
Experiments / stimuli / power?       → cogpsych-study-design
Analysis + model fit/comparison?     → cogpsych-data-analysis
Exhibits (data + model fit)?         → cogpsych-tables-figures
Long-form prose clear?               → cogpsych-writing-style
Data + model code + materials open?  → cogpsych-open-science-and-transparency
How will it be judged?               → cogpsych-review-process
Ready to submit (Editorial Manager)? → cogpsych-submission
Got an R&R / decision?               → cogpsych-rebuttal

Default order

`topic-selection → theory-and-hypotheses → literature-positioning → study-design → data-analysis →

tables-figures → writing-style → open-science-and-transparency → review-process → submission → rebuttal`

Theory comes before positioning here on purpose: the formal model is the contribution, so

formalize the account first, then position it against rival models. For experiment-plus-model papers,

the model is co-designed with the experiments — iterate theory-and-hypotheses ↔ study-design.

Worked micro-example — routing a live project (illustrative)

A team has three preregistered recognition-memory experiments and a competing pair of models

(unequal-variance signal detection vs. a dual-process account) they want to fit and compare.

Type:    Experiment + model (multi-experiment program, model comparison).
Entry:   not idea-stage → skip topic-selection; they are at theory/design/analysis.
Route:   theory-and-hypotheses (formalize both models + the predictions that
            separate them)
         → study-design (stimuli, list construction, power for the critical
            contrast across all three experiments)
         → data-analysis (fit both models; compare with AIC/BIC + Bayes
            factors; report parameter recovery)
         → tables-figures (overlay model fit on data, not bars of means)
         → writing-style (integrate three experiments into one argument)
         → open-science-and-transparency (deposit data + model code + scripts)
         → submission (Editorial Manager) ; on R&R → rebuttal.
Flag:    the model comparison must be pre-committed where possible and the
         fits reproducible from the deposited code.

Stage-triage table (symptom → skill)

| What the author says | Stage | Route to |

|----------------------|-------|----------|

| "Is one experiment enough for this journal?" | fit | cogpsych-topic-selection |

| "I have data but no formal model" | theory | cogpsych-theory-and-hypotheses |

| "Which model is better, AIC or BIC?" | analysis | cogpsych-data-analysis |

| "Reviewer says my experiments don't constrain the theory" | design | cogpsych-study-design |

| "How do I show model fit, not just means?" | exhibits | cogpsych-tables-figures |

| "Reviewer can't run my model code" | transparency | cogpsych-open-science-and-transparency |

| "I have an R&R" | revision | cogpsych-rebuttal |

Routing pitfalls specific to this venue

• Sending an experiment-only project straight to cogpsych-submission without a formal model or an

integrative theoretical payoff — the journal's identity is model-driven theory development.

• Treating the model as an afterthought bolted on at the end, instead of co-designing experiments to

discriminate models from the start (iterate theory-and-hypotheses ↔ study-design).

• Deferring cogpsych-open-science-and-transparency: model code and fits should be reproducible from

deposit, not promised at acceptance.

Anti-patterns

• Pitching a single-experiment, single-effect paper (wrong length/ambition for this venue)
• Reporting experiments with no formal model and no integrative theoretical advance
• A model that is described in prose but never fit to data or compared to a rival
• Leaving data/model code/scripts unshareable until acceptance

Output format

【Stage】idea / theory / positioning / design / analysis / exhibits / writing / transparency / review / submit / rebut
【Type】Multi-experiment empirical / Experiment + model / Modeling-led / Theoretical-review
【Route to】cogpsych-<skill>
【Why】one line
【Then】the next skill after that

Supplementary resources

• [../../resources/external_tools.md](../../resources/external_tools.md) — modeling, model-comparison, mixed-model and preregistration tooling
• [../../resources/official-source-map.md](../../resources/official-source-map.md) — official Cognitive Psychology / Elsevier URLs behind every fact in this pack