Section 353 of 440
Complete canonical tutorial. This reader section contains the same teaching body as PWR-171 · Theory of mind. Open the Power dossier.
PWR-171 · RESEARCH full tutorial
Audit a theory-of-mind study without turning one belief-reasoning score into “mind reading”
Build a paper audit around false-belief and digital social-cognition trials rather than trying to read another person’s mind. You will separate belief reasoning from affect recognition, language demands, active-control effects, retention and everyday function, then state what replication would be needed before training claims or individual assessment could be justified.
1 · Permission and limits
Know exactly what you may do
2 · Get ready
Gather what you need and check the starting conditions
What you need
- Declared Theory of mind fixture: Compare a small false-belief training trial with a digital social-cognition trial that used an active control, focusing on whether either study shows retained real-world social function.
- Setup aid for Separate the constructs: Prewrite the difference between trainability, retention, transfer and clinical value.
- Theory of mind log: Accuracy and confidence on declared belief-reasoning tasks plus participant-chosen function; retain Theory of mind errors, assistance, stop and fallback.
- Theory-of-mind study grid: compare “A randomized controlled trial of training of affect recognition in schizophrenia shows lasting effects for theory of mind” with “The Social and Cognitive Online Training (SCOT) project”. Copy population, task, control, immediate result, follow-up and functional outcome; mark every place where affect recognition, belief reasoning or language demands differ. The monitoring guidance is a no-assessment boundary.
Before you start
- Obtain the full methods and results, not only an abstract.
- Prewrite the difference between trainability, retention, transfer and clinical value.
- Start check for Theory of mind: Population, intervention, comparator, task outcome and delay appear in one sentence.
- Top-of-sheet stop for Theory of mind: Stop the review if a source cannot be verified or the study identity is uncertain.
3 · The method
Follow these steps in order
- Write one narrow question
Ask: “In the declared population, does the named training improve novel belief-reasoning accuracy beyond an active control, and is any gain retained?”
Why: Population, intervention, comparator, task outcome and delay appear in one sentence.
Check: Population, intervention, comparator, task outcome and delay appear in one sentence.
- Separate the constructs
Make four columns: belief, emotion, intention and language. Mark which each test actually requires.
Why: No test is labelled simply “theory of mind” without its component demands.
Check: No test is labelled simply “theory of mind” without its component demands.
- Extract the sample and allocation
Record sample size, age or diagnosis, recruitment, randomisation, exclusions and attrition for each study.
Why: Every number is tied to a study arm and missing participants are visible.
Check: Every number is tied to a study arm and missing participants are visible.
- Rebuild the task
Write the exact stimulus, response format, scoring rule, cueing and whether the item was trained or novel.
Why: Another reader could tell what counted as a correct answer.
Check: Another reader could tell what counted as a correct answer.
- Record comparators and timing
Name the active or passive control, immediate test, delayed test and any chosen functional outcome.
Why: A within-group gain is not mistaken for an advantage over control.
Check: A within-group gain is not mistaken for an advantage over control.
- Test alternative explanations
Check language practice, repeated items, expectancy, assessor awareness and unequal contact time.
Why: At least one viable non-mentalising explanation is retained when the design cannot remove it.
Check: At least one viable non-mentalising explanation is retained when the design cannot remove it.
- Compare claim with result
Put primary interaction, confidence interval or uncertainty beside the authors’ conclusion; note the active-control null finding where applicable.
Why: The verdict follows the comparison, not the abstract’s tone.
Check: The verdict follows the comparison, not the abstract’s tone.
- Write the next gate
Require independent replication, novel tasks, delayed retention, participant-valued function and adverse-event reporting before calling the method trainable.
Why: The final paragraph states what evidence is missing and contains no home protocol.
Check: The final paragraph states what evidence is missing and contains no home protocol.
4 · Worked example
See the whole method used once
Scenario
Compare a small false-belief training trial with a digital social-cognition trial that used an active control, focusing on whether either study shows retained real-world social function.
Walkthrough
- Write the question for adults in the SCOT trial: novel task accuracy versus active control at the reported post-test.
- Enter each arm’s sample, training contact, task name and timing in separate rows.
- Mark the task’s belief, emotion, intention and language demands rather than using one “ToM” column.
- Copy the primary interaction result and note that it did not show a specific active-control advantage.
- List repeated testing and general social engagement as remaining explanations for any within-arm gain.
- Conclude that the record supports continued research, with novel measures and participant-chosen function required before a practical training claim.
Result
The audit yields a bounded evidence verdict and a concrete replication gate. It neither trains theory of mind nor authorises assessment of an individual.
5 · Right and wrong
Compare correct or safer execution with the common wrong version
| Moment | Right / safer | Wrong / riskier | Why it matters |
|---|---|---|---|
| Task label | Describe the exact false-belief or perspective task and its language load. | Treat every social-cognition measure as the same theory-of-mind trait. | Mixed constructs make apparent replication meaningless. |
| Control comparison | Use the between-group or interaction result against an active control. | Celebrate improvement in the intervention arm alone. | Practice, attention or expectancy may improve both arms. |
| Transfer claim | Require a separate real interaction or participant-chosen function. | Call vignette accuracy broad social competence. | A test score can remain task-specific. |
| Diagnostic interpretation | Report the study population and task error. | Use one score to diagnose or rank a person. | These tasks are not unitary mind-reading tests. |
6 · Common mistakes
Spot the error and apply the correction
| Mistake | Fix |
|---|---|
| Treat every social-cognition measure as the same theory-of-mind trait. | Split outcomes by belief, emotion, intention and language demand. |
| Celebrate improvement in the intervention arm alone. | Copy the active-control estimate and its uncertainty into the table. |
| Call vignette accuracy broad social competence. | Label unmeasured function “not tested.” within the two-study theory-of-mind audit. |
| Use one score to diagnose or rank a person. | Remove person-level labels and return to group-level study claims. |
7 · Practice
Turn the steps into a usable skill
First session
- Theory-of-mind evidence audit: Compare a small false-belief training trial with a digital social-cognition trial that used an active control, focusing on whether either study shows retained real-world social function.
- Narrow active-control question: Write one narrow question: Ask: “In the declared population, does the named training improve novel belief-reasoning accuracy beyond an active control, and is any gain retained?”
- Sample and allocation extraction: Extract the sample and allocation: Record sample size, age or diagnosis, recruitment, randomisation, exclusions and attrition for each study.
- Non-mentalising explanation test: Test alternative explanations: Check language practice, repeated items, expectancy, assessor awareness and unequal contact time.
- Replication and transfer gate: Write the next gate: Require independent replication, novel tasks, delayed retention, participant-valued function and adverse-event reporting before calling the method trainable. File the output as a research audit.
Repeat plan
Audit one new primary study every two weeks. Re-run the table when a replication or longer follow-up appears; do not progress to a synthesis until two studies can be compared on the same construct, comparator and delay.
Progress when
- Population, intervention, comparator, task outcome and delay appear in one sentence.
- No test is labelled simply “theory of mind” without its component demands.
- Every number is tied to a study arm and missing participants are visible.
- A second reader can trace every verdict to sample, task, comparator and timing, and the conclusion becomes weaker when the active-control or transfer evidence is weak.
Do not progress when
- Do not continue while this error remains: Treat every social-cognition measure as the same theory-of-mind trait.
- Pause until this correction works: Copy the active-control estimate and its uncertainty into the table.
- This Theory of mind stop ends the block: Stop the review if a source cannot be verified or the study identity is uncertain.
8 · Check the result
Measure what changed
Accuracy and confidence on declared belief-reasoning tasks plus participant-chosen function
How: Evidence fixture: Compare a small false-belief training trial with a digital social-cognition trial that used an active control, focusing on whether either study shows retained real-world social function. Audit action — Extract the sample and allocation: Record sample size, age or diagnosis, recruitment, randomisation, exclusions and attrition for each study. Then enter Accuracy and confidence on declared belief-reasoning tasks plus participant-chosen function, its comparator and uncertainty. Disconfirmation uses “Test alternative explanations”.
Good result: A second reader can trace every verdict to sample, task, comparator and timing, and the conclusion becomes weaker when the active-control or transfer evidence is weak.
This does not prove: Boundary for Theory of mind: “Accuracy and confidence on declared belief-reasoning tasks plus participant-chosen function” describes only Compare a small false-belief training trial with a digital social-cognition trial that used an active control, focusing on whether either study shows retained real-world social function. It cannot establish “Unlock the universal theory-of-mind module”.
Self-check
- Without the example, demonstrate: Population, intervention, comparator, task outcome and delay appear in one sentence.
- Find the fault in this attempt: “Treat every social-cognition measure as the same theory-of-mind trait.” Apply “Split outcomes by belief, emotion, intention and language demand.”; what changes?
- What evidence in the completed record shows that this is wrong: “Celebrate improvement in the intervention arm alone.”?
- Theory of mind stop decision: Stop the review if a source cannot be verified or the study identity is uncertain.
9 · Stop, adapt or get help
Keep the safety boundary practical
Stop and get help
- Stop the review if a source cannot be verified or the study identity is uncertain.
- Do not convert the audit into an intervention with participants, patients or students.
- Seek statistical or clinical review before interpreting complex models, diagnostic groups or adverse events.
Accessibility and adaptations
- Use a screen-reader-friendly table with one study per row and expand abbreviations in the first cell.
- If statistical notation is a barrier, record the direction, group contrast, uncertainty and author-reported significance without inventing an effect size.
10 · Evidence and limits
Why these instructions are here
- primary research
Registered support for Theory of mind: “A randomized controlled trial of training of affect recognition in schizophrenia shows lasting effects for theory of mind”. It bears on Accuracy and confidence on declared belief-reasoning tasks plus participant-chosen function inside the Theory of mind fixture. It does not validate “Unlock the universal theory-of-mind module”.
A randomized controlled trial of training of affect recognition in schizophrenia shows lasting effects for theory of mind - primary research
Constraint for Theory of mind, drawn from “The Social and Cognitive Online Training (SCOT) project: A digital randomized controlled trial to promote socio-cognitive well-being in older adults”: The active-control digital trial did not show a specific primary interaction advantage.
The Social and Cognitive Online Training (SCOT) project: A digital randomized controlled trial to promote socio-cognitive well-being in older adults - official guidance
ICO worker-monitoring limit — Theory of mind: rights and data protection apply to “Write one narrow question”. Fixture type for “Separate the constructs”: fictional or consented. Covert use of Accuracy and confidence on declared belief-reasoning tasks plus participant-chosen function is outside scope.
Employment practices and data protection: monitoring workers
Limits
- Theory of mind boundary: interpret “Accuracy and confidence on declared belief-reasoning tasks plus participant-chosen function” only for Compare a small false-belief training trial with a digital social-cognition trial that used an active control, focusing on whether either study shows retained real-world social function.
- A successful result does not establish “Unlock the universal theory-of-mind module”.
- Theory of mind limiting finding: The active-control digital trial did not show a specific primary interaction advantage.
- Theory of mind limiting finding: Task gains did not establish broad social functioning.
- Scope remains Theory of mind: Compare a small false-belief training trial with a digital social-cognition trial that used an active control, focusing on whether either study shows retained real-world social function. Recheck the comparator, support and “Accuracy and confidence on declared belief-reasoning tasks plus participant-chosen function” after any configuration change.
Open the complete canonical research register
- Primary empirical supportLimiting / contraryA randomized controlled trial of training of affect recognition in schizophrenia shows lasting effects for theory of mind
Anja Vaskinn; André Løvgren; Maj K. Egeland; Frida K. Feyer; Tiril Østefjells; Ole A. Andreassen; Ingrid Melle; Kjetil Sundet · 2019 · Primary research
- Primary empirical supportLimiting / contraryThe Social and Cognitive Online Training (SCOT) project: A digital randomized controlled trial to promote socio-cognitive well-being in older adults
Giulia Funghi; Claudia Meli; Arianna Cavagna; Lisa Bisoffi; Francesca Zappini; Costanza Papagno; Alessandra Dodich · 2024 · Primary research
- Primary empirical supportLimiting / contraryA randomized, controlled trial of Social Cognition and Interaction Training (SCIT) for outpatients with schizophrenia spectrum disorders
David L. Roberts; Dennis R. Combs; Michael Willoughby; Jim Mintz; Clare Gibson; Betty Rupp; David L. Penn · 2014 · Primary research
- Limiting / contraryOfficial boundary contextEmployment practices and data protection: monitoring workers
Information Commissioner’s Office · 2023 · Official guidance
Read the complete evidence interpretation on the Power dossier.
Tutorial delivery controls
Learn, adapt, troubleshoot and resume
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Step-by-step learner mode
Each activity includes its success check, a nearby accessible alternative and an “I’m stuck” correction path. Alternatives preserve the target where possible; when they change the task, Titan labels them as related rather than equivalent.
Write one narrow question
Ask: “In the declared population, does the named training improve novel belief-reasoning accuracy beyond an active control, and is any gain retained?”
Population, intervention, comparator, task outcome and delay appear in one sentence.
Population, intervention, comparator, task outcome and delay appear in one sentence.
I’m stuck on this step
Reset: Re-read this authored instruction — “Ask: “In the declared population, does the named training improve novel belief-reasoning accuracy beyond an active control, and is any gain retained?”” — and its success check, then attempt only this step.
Possible snag: Call vignette accuracy broad social competence.
Correction: Label unmeasured function “not tested.” within the two-study theory-of-mind audit.
Stop / get help: Stop the review if a source cannot be verified or the study identity is uncertain.
Separate the constructs
Make four columns: belief, emotion, intention and language. Mark which each test actually requires.
No test is labelled simply “theory of mind” without its component demands.
No test is labelled simply “theory of mind” without its component demands.
I’m stuck on this step
Reset: Re-read this authored instruction — “Make four columns: belief, emotion, intention and language. Mark which each test actually requires.” — and its success check, then attempt only this step.
Possible snag: Treat every social-cognition measure as the same theory-of-mind trait.
Correction: Split outcomes by belief, emotion, intention and language demand.
Stop / get help: Stop the review if a source cannot be verified or the study identity is uncertain.
Extract the sample and allocation
Record sample size, age or diagnosis, recruitment, randomisation, exclusions and attrition for each study.
Every number is tied to a study arm and missing participants are visible.
Every number is tied to a study arm and missing participants are visible.
I’m stuck on this step
Reset: Re-read this authored instruction — “Record sample size, age or diagnosis, recruitment, randomisation, exclusions and attrition for each study.” — and its success check, then attempt only this step.
Possible snag: Use one score to diagnose or rank a person.
Correction: Remove person-level labels and return to group-level study claims.
Stop / get help: Stop the review if a source cannot be verified or the study identity is uncertain.
Rebuild the task
Write the exact stimulus, response format, scoring rule, cueing and whether the item was trained or novel.
Another reader could tell what counted as a correct answer.
Another reader could tell what counted as a correct answer.
I’m stuck on this step
Reset: Re-read this authored instruction — “Write the exact stimulus, response format, scoring rule, cueing and whether the item was trained or novel.” — and its success check, then attempt only this step.
Possible snag: The result from “Write the exact stimulus, response format, scoring rule, cueing and whether the item was trained or novel.” does not yet meet this declared check: Another reader could tell what counted as a correct answer.
Correction: Return to the start of “Rebuild the task”, reduce complexity or pace, and repeat only the part needed to satisfy: “Another reader could tell what counted as a correct answer.”
Stop / get help: Stop the review if a source cannot be verified or the study identity is uncertain.
Record comparators and timing
Name the active or passive control, immediate test, delayed test and any chosen functional outcome.
A within-group gain is not mistaken for an advantage over control.
A within-group gain is not mistaken for an advantage over control.
I’m stuck on this step
Reset: Re-read this authored instruction — “Name the active or passive control, immediate test, delayed test and any chosen functional outcome.” — and its success check, then attempt only this step.
Possible snag: The result from “Name the active or passive control, immediate test, delayed test and any chosen functional outcome.” does not yet meet this declared check: A within-group gain is not mistaken for an advantage over control.
Correction: Return to the start of “Record comparators and timing”, reduce complexity or pace, and repeat only the part needed to satisfy: “A within-group gain is not mistaken for an advantage over control.”
Stop / get help: Stop the review if a source cannot be verified or the study identity is uncertain.
Test alternative explanations
Check language practice, repeated items, expectancy, assessor awareness and unequal contact time.
At least one viable non-mentalising explanation is retained when the design cannot remove it.
At least one viable non-mentalising explanation is retained when the design cannot remove it.
I’m stuck on this step
Reset: Re-read this authored instruction — “Check language practice, repeated items, expectancy, assessor awareness and unequal contact time.” — and its success check, then attempt only this step.
Possible snag: The result from “Check language practice, repeated items, expectancy, assessor awareness and unequal contact time.” does not yet meet this declared check: At least one viable non-mentalising explanation is retained when the design cannot remove it.
Correction: Return to the start of “Test alternative explanations”, reduce complexity or pace, and repeat only the part needed to satisfy: “At least one viable non-mentalising explanation is retained when the design cannot remove it.”
Stop / get help: Stop the review if a source cannot be verified or the study identity is uncertain.
Compare claim with result
Put primary interaction, confidence interval or uncertainty beside the authors’ conclusion; note the active-control null finding where applicable.
The verdict follows the comparison, not the abstract’s tone.
The verdict follows the comparison, not the abstract’s tone.
I’m stuck on this step
Reset: Re-read this authored instruction — “Put primary interaction, confidence interval or uncertainty beside the authors’ conclusion; note the active-control null finding where applicable.” — and its success check, then attempt only this step.
Possible snag: Celebrate improvement in the intervention arm alone.
Correction: Copy the active-control estimate and its uncertainty into the table.
Stop / get help: Stop the review if a source cannot be verified or the study identity is uncertain.
Write the next gate
Require independent replication, novel tasks, delayed retention, participant-valued function and adverse-event reporting before calling the method trainable.
The final paragraph states what evidence is missing and contains no home protocol.
The final paragraph states what evidence is missing and contains no home protocol.
I’m stuck on this step
Reset: Re-read this authored instruction — “Require independent replication, novel tasks, delayed retention, participant-valued function and adverse-event reporting before calling the method trainable.” — and its success check, then attempt only this step.
Possible snag: The result from “Require independent replication, novel tasks, delayed retention, participant-valued function and adverse-event reporting before calling the method trainable.” does not yet meet this declared check: The final paragraph states what evidence is missing and contains no home protocol.
Correction: Return to the start of “Write the next gate”, reduce complexity or pace, and repeat only the part needed to satisfy: “The final paragraph states what evidence is missing and contains no home protocol.”
Stop / get help: Stop the review if a source cannot be verified or the study identity is uncertain.
Correct versus incorrect execution
These accessible process diagrams are built from the tutorial’s own right/wrong teaching. They are not anatomical illustrations and do not add technique beyond the canonical tutorial.
Describe the exact false-belief or perspective task and its language load.
Treat every social-cognition measure as the same theory-of-mind trait.
Use the between-group or interaction result against an active control.
Celebrate improvement in the intervention arm alone.
Require a separate real interaction or participant-chosen function.
Call vignette accuracy broad social competence.
Report the study population and task error.
Use one score to diagnose or rank a person.
Method-structure checklist
10 of 10 structural checks present
- Ordered, Power-specific instructions — present
- Every activity has a success check — present
- Materials or supplied records are declared — present
- Measurement or assessment rule is present — present
- Tutorial-specific troubleshooting is present — present
- Stopping or escalation boundary is present — present
- Every activity has an adjacent alternative — present
- Correct-versus-incorrect comparison is present — present
- Evidence context is bound to the Power record — present
- Planning metadata is present — present
The method-readiness band and presence checklist assess tutorial presentation and are separate from evidence quality for the underlying Power. They are automated editorial aids, not human approval.
Manual editorial sign-off: Pending. This tutorial must not display a human-approved state until an identified editor signs the exact content hash.