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- 1 Self-Agency as inference under uncertainty
- 2 Uncertainty in Wegner’s three conditions: postdictive accounts of agency
- 3 Internal motor cues: predictive accounts of agency
- 4 Attempts to Synthesize Predictive and Postdictive Accounts of Agency
- 5 References
Self-Agency as inference under uncertainty
Fritz Heider & Mary-Ann Simmel (1944) conducted seminal work on the perception of external causal events. Work on attribution of agency to oneself, however, began with Benjamin Libet's famous demonstration that brain activity predictive of action precedes conscious awareness of the intention to act (Libet, Gleason, Wright, & Pearl 1983; Libet 1985). Since this demonstration psychologists have been trying to determine the relationship between the sense of agency, also known as the phenomenal will, and actual self-agency.
Daniel Wegner’s influential book The Illusion of Conscious Will (Illusion of control; 2002; see also Wegner 2003 and 2004) posits the phenomenal will as the illusory product of post hoc inference. Sense of agency, on this view, is a product of fallible post hoc inference rather than infallible direct access to one’s conscious force of will. The attribution of self-agency is made most strongly when the following three conditions are met: priority, exclusivity, and consistency. Thus, one’s action must be the exclusive potential cause of the event (exclusivity), one must have had prior thoughts or plans about the action before it occurred (priority), and the action the occurred must match the action that was planned (consistency). An inference of self-agency is thus made under at least three parameters of uncertainty.
Uncertainty in Wegner’s three conditions: postdictive accounts of agency
Most studies of self-attribution of agency can be categorized as examining one or more of Wegner’s three conditions of priority, exclusivity, and consistency. By manipulating these three parameters in systematic ways, researchers have shed light on the role that each plays in self-attributions of agency.
Wegner suggests that temporal order is critical to attributions of self-agency; the agent must have planned or thought about the event/action before it occurred it in order to feel that he has willed it. This is a natural extension of the commonsense notion that a cause cannot occur after its effect. However, a range of findings have shown that, beyond the basic requirement of cause preceding effect, the specifics of the timing are important. Moreover, judgments of timing (and thus priority) can be influenced by variation of other parameters, chiefly Wegner’s consistency condition.
The experience of causing an event alters the subjective experience of their timing. For instance, actions are perceived as temporally shifted towards their effects when they are performed volitionally, but not when involuntarily evoked by transcranial magnetic stimulation (Haggard, Clark, & Kalogeras 2002). This distortion of the perceived interval between movement and effect is known as intentional binding and is considered an implicit measure of the sense of agency. Moore, Wegner, & Haggard (2009) show that supraliminal priming affects intentional binding. This effect contains an inferential ‘‘postdictive” component, because the effect shifts the perceived time of action, even when the probability of the effect’s occurrence is low (Moore & Haggard, 2008).
Gentsch & Schütz-Bosbach (2011) find top–down modulation of visual event-related potentials (ERPs) by both self agency and priming of self-agency, suggesting that both efferent information and prior thoughts about action consequence inform the sense of agency. Furthermore, Engbert et al. (2008) showed that intentional binding occurred only when the movement of the response lever was actively generated by the subject; passive movements (initiated by the response lever) did not result in intentional binding. They take these results to suggest that efferent motor commands, rather than just priority and consistency (see below), is key to self-agency attributions.
Intentional binding may not be exclusive to self-agency, however; Strother, House, & Sukhvinder (2010) found intentional binding in a shared action situation where other agents with similar goals and actions were present.
Wegner’s exclusivity condition posits that attribution of self-agency occurs most strongly in the absence of other potential causes. The presence of other potential causes in temporal and spatial proximity to the event will, all else being equal, result in a diminished sense of self-agency.
Dijksterhuis and colleagues (2008) found that nonconscious priming with first-person singular pronouns increased feelings of self-agency, while nonconscious priming with other potential causes (computer, God) decreased feelings of self-agency. Hindriks et al. (2011) have proposed a computational Bayesian inference model of self-attribution of agency that deals mainly with the exclusivity dimension. (For another Bayesian approach to agency and control, see Huys & Dayan, 2009.)
Wegner argues that the event must match the planned action; attribution will be low if the outcome does not match the perceived cause.
Wegner & Wheatley (1999) demonstrated that priming participants with thoughts relevant to a movement just before it was made by another person caused participants to feel they had caused the action themselves. Ebert & Wegner (2010) also showed that manipulating consistency enhanced both judgments of self-authorship and temporal binding between cause and effect (see also Haggard, Clark, & Kalogeras, 2002; Moore, Wegner, & Haggard, 2009).
Other studies have shown that consistency between prior thought and subsequent action can produce a sense of vicarious agency for another person’s actions (Wegner, Sparrow, & Winerman, 2004), increase self-agency attributions for ones own actions (Pronin, Wegner, McCarthy, & Rodriguez, 2006), and even produce changes in self-attribution when the prior thought is unconscious (Aarts, Custers, & Wegner, 2005) or the result of nonconscious priming (Aarts, Custers, & Marien, 2009).
Internal motor cues: predictive accounts of agency
Wegner’s account is a leading example of a postdictive or inferential account of the attribution of self-agency. On this type of view, the feeling of self-agency emerges entirely from post hoc inference and does not track or emerge from anything directly related to the actual causation of the action.
Computational models of motor control, by contrast, hypothesize that the sense of agency for a given action arises most directly from internal motor representations associated with generating the movement. An internal forward model based on efference copy, for example, can predict the sensory consequences of a motor command and compare them with the actual sensory state after that action has been initiated (Blakemore, Wolpert, & Frith, 2000, 2002; Haggard, 2005). If the actual sensory state matches the predicted one, self-agency is (likely to be) inferred. Indeed, the intentional binding effect (described above) may depend on the motor efference command; Engbert, Wohlschläger, & Haggard (2008) provide data suggesting that compression of estimated intervals between action and effect occurs only for volitional actions initiated by the self and not for passive actions or for actions performed by others. These authors maintain an efferent motor command is necessary for a sense of agency. Indeed, omitting the effect of an action does eliminate intentional binding, so long as the probability of an effect given an action is sufficiently high (Moore & Haggard, 2008).
Attempts to Synthesize Predictive and Postdictive Accounts of Agency
Synofzik, Vosgerau, & Newen (2008) review findings on comparator models and argue that they cannot account for either a feeling of agency or a judgment of agency. Their multifactorial model separates feeling from judgment and discusses the conceptual level of processing that is added to the latter. Their discussion concerns explicit judgments of agency, however, which may differ from results obtained using implicit measures (e.g., Engbert, Wohlschläger, & Haggard 2008).
Moore, Lagnado, Deal, & Haggard (2009) investigated whether statistical contingency alone could explain both predictive and inferential ‘‘postdictive” intentional binding effects. Both predictive and ‘postdictive' shifts in the time of action perception depended on strong contingency between the action and effect, suggesting that the experience of agency involves causal learning based on statistical contingency.
Although predictive and postdictive accounts of agency are often cast as competitors, they may in fact be reconcilable when attributions of self-agency are viewed within the framework of cognition under uncertainty. In particular, a comparator model based on efference copy can be seen as a more sophisticated way of characterizing Wegner’s consistency parameter and the computations that are likely to be a part of it. Basing outcome predictions on motor commands, rather than just higher-level representations of the goal state that an action is intended to bring about, is likely to provide finer-grained predictions with which to compare outcomes, thereby reducing uncertainty in agency attributions. This higher predictive resolution, in turn, could be useful in making exclusivity judgments (Wegner’s second condition): even if a particular goal state is brought about, if the way it is brought about does not closely match the motoric prediction, the attribution of agency may be reduced or blocked entirely. Similarly, given evidence (discussed above – see Haggard, Clark, & Kalogeras 2002) that whether or not an action is volitional affects intentional binding, motoric representations and predictions seem also to affect Wegner’s priority parameter. As such, predictive and postdictive accounts may simply differ in emphasis and in the level at which they describe the phenomenon (viz., attribution of agency), rather than being fundamentally incompatible.
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