Subtopic Deep Dive
Sense of Agency
Research Guide
What is Sense of Agency?
Sense of agency is the subjective feeling that one is initiating and controlling one's own actions and their consequences.
Researchers measure sense of agency using intentional binding paradigms and Libet-style tasks to capture temporal discrepancies between intention and action (Moore & Obhi, 2012, 563 citations). Neuroimaging implicates the right angular gyrus in action awareness representations (Farrer et al., 2007, 375 citations). Over 10 papers from 2007-2017, cited over 4,000 times collectively, establish dissociations from body ownership (Kalckert & Ehrsson, 2012, 679 citations).
Why It Matters
Sense of agency deficits distinguish schizophrenia patients, who show impaired prediction of action consequences (Voss et al., 2010, 360 citations). Coercion paradigms reveal how social pressure alters agency in the brain, informing legal and ethical models of responsibility (Caspar et al., 2016, 289 citations). Clinical interventions target agency restoration in disorders; scales like the Sense of Agency Scale quantify control perceptions for therapy tracking (Ťápal et al., 2017, 238 citations).
Key Research Challenges
Implicit vs Explicit Measures
Implicit methods like intentional binding capture unconscious agency, while explicit scales rely on metacognition, questioning if they measure the same construct (Dewey & Knoblich, 2014, 285 citations). Calibration across tasks remains inconsistent. Resolving this requires multimodal validation.
Neural Comparator Models
Models posit efference copy comparisons for agency, but fail to explain modulation by external cues (Moore et al., 2009, 404 citations). Parietal involvement needs finer localization (Farrer et al., 2007, 375 citations). Integration with phenomenology lags.
Clinical Translation Barriers
Schizophrenia disrupts agency prediction, but causal mechanisms and interventions lack specificity (Voss et al., 2010, 360 citations). Rubber hand illusions dissociate agency from ownership, complicating diagnostics (Kalckert & Ehrsson, 2012, 679 citations).
Essential Papers
Moving a Rubber Hand that Feels Like Your Own: A Dissociation of Ownership and Agency
Andreas Kalckert, H. Henrik Ehrsson · 2012 · Frontiers in Human Neuroscience · 679 citations
During voluntary hand movement, we sense that we generate the movement and that the hand is a part of our body. These feelings of control over bodily actions, or the sense of agency, and the owners...
What Is the Sense of Agency and Why Does it Matter?
James W. Moore · 2016 · Frontiers in Psychology · 599 citations
Sense of agency refers to the feeling of control over actions and their consequences. In this article I summarize what we currently know about sense of agency; looking at how it is measured and wha...
The phenomenology of action: A conceptual framework
Élisabeth Pacherie · 2007 · Cognition · 598 citations
Intentional binding and the sense of agency: A review
James W. Moore, Sukhvinder S. Obhi · 2012 · Consciousness and Cognition · 563 citations
Modulating the sense of agency with external cues
James W. Moore, Daniel M. Wegner, Patrick Haggard · 2009 · Consciousness and Cognition · 404 citations
The Angular Gyrus Computes Action Awareness Representations
Chlöé Farrer, Scott H. Frey, John D. Van Horn et al. · 2007 · Cerebral Cortex · 375 citations
Involvement of the right inferior parietal area in action awareness was investigated while taking into account differences in the conscious experiences of one's own actions; especially, the awarene...
Altered awareness of action in schizophrenia: a specific deficit in predicting action consequences
Martin Voss, James W. Moore, Marta Hauser et al. · 2010 · Brain · 360 citations
Patients suffering from schizophrenia may report unusual experiences of their own actions. They may either feel that external forces are controlling their actions or even their thoughts, or they ma...
Reading Guide
Foundational Papers
Start with Kalckert & Ehrsson (2012) for ownership-agency dissociation (679 citations); Pacherie (2007) for phenomenological framework (598 citations); Moore & Obhi (2012) review of intentional binding (563 citations).
Recent Advances
Moore (2016) synthesizes agency measurement (599 citations); Caspar et al. (2016) on coercion (289 citations); Ťápal et al. (2017) Sense of Agency Scale (238 citations).
Core Methods
Intentional binding tasks, Libet clocks, rubber hand illusions, fMRI of angular gyrus, explicit questionnaires, coercion paradigms.
How PapersFlow Helps You Research Sense of Agency
Discover & Search
Research Agent uses citationGraph on Kalckert & Ehrsson (2012) to map 679-citation network, revealing clusters around ownership-agency dissociation; exaSearch queries 'intentional binding schizophrenia' to surface Voss et al. (2010) amid 250M+ OpenAlex papers; findSimilarPapers extends Moore (2016) review to 599-citation comparators.
Analyze & Verify
Analysis Agent applies readPaperContent to extract intentional binding metrics from Moore & Obhi (2012), then runPythonAnalysis with pandas to meta-analyze effect sizes across 5 papers; verifyResponse via CoVe cross-checks claims against Farrer et al. (2007) fMRI data; GRADE scores evidence strength for comparator models.
Synthesize & Write
Synthesis Agent detects gaps in clinical translation post-Voss et al. (2010); Writing Agent uses latexEditText to draft agency model, latexSyncCitations for 10-paper bibliography, latexCompile for PDF; exportMermaid visualizes Pacherie (2007) phenomenology framework as flow diagram.
Use Cases
"Meta-analyze intentional binding effect sizes from agency papers"
Research Agent → searchPapers 'intentional binding' → Analysis Agent → runPythonAnalysis (pandas effect size aggregation) → CSV export of statistics with p-values.
"Write LaTeX review dissociating agency from ownership in rubber hand illusion"
Research Agent → citationGraph on Kalckert 2012 → Synthesis → gap detection → Writing Agent → latexEditText + latexSyncCitations + latexCompile → compiled review PDF.
"Find code for computational models of sense of agency"
Research Agent → paperExtractUrls on Moore 2016 → Code Discovery → paperFindGithubRepo → githubRepoInspect → Python sandbox verification of efference copy simulations.
Automated Workflows
Deep Research conducts systematic review: searchPapers 'sense of agency schizophrenia' → 50+ papers → structured report with GRADE; DeepScan applies 7-step analysis to Farrer et al. (2007) fMRI, checkpoint-verifying parietal claims via CoVe; Theorizer generates comparator model hypotheses from Pacherie (2007) phenomenology.
Frequently Asked Questions
What defines sense of agency?
Sense of agency is the feeling of controlling one's actions and outcomes, measured via intentional binding where actions bind closer to effects (Moore & Obhi, 2012).
What are key measurement methods?
Intentional binding and explicit scales probe agency; external cues modulate it (Moore et al., 2009); rubber hand tasks dissociate from ownership (Kalckert & Ehrsson, 2012).
What are seminal papers?
Moore (2016, 599 citations) overviews agency; Kalckert & Ehrsson (2012, 679 citations) dissociates ownership; Pacherie (2007, 598 citations) frames phenomenology.
What open problems exist?
Implicit-explicit measure alignment (Dewey & Knoblich, 2014); schizophrenia prediction deficits (Voss et al., 2010); coercion effects on agency (Caspar et al., 2016).
Research Free Will and Agency with AI
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Part of the Free Will and Agency Research Guide