Self-control, so important in the theory and practice of psychology, has usually been understood introspectively. This target article adopts a behavioral view of the self (as an abstract class of behavioral actions) and of self-control (as an abstract behavioral pattern dominating a particular act) according to which the development of self-control is a molar/molecular conflict in the development of behavioral patterns. This subsumes the more typical view of self-control as a now/later conflict in which an act of self-control is a (...) choice of a larger but later reinforcer over a smaller but sooner reinforcer. If at some future time the smaller-sooner reinforcer will be more valuable than the larger-later reinforcer, self-control may be achieved through a commitment to the largerlater reinforcer prior to that point. According to some, there is a progressive internalization of commitment in the development of self-control. This presents theoretical and empirical problems. In two experiments temporal patterning of choices increased self-control. (shrink)

This paper shows how a neural network can model the way people who have acquired knowledge of an artificial grammar in one perceptual domain (e.g., sequences of tones differing in pitch) can apply the knowledge to a quite different perceptual domain (e.g., sequences of letters). It is shown that a version of the Simple Recurrent Network (SRN) can transfer its knowledge of artificial grammars across domains without feedback. The performance of the model is sensitive to at least some of the (...) same variables that affect subjects' performance—for example, the model is responsive to both the grammaticality of test sequences and their similarity to training sequences, to the cover task used during training, and to whether training is on bigrams or larger sequences. (shrink)

A pair of arguments suggests that self-control is not properly conceptualized on the pattern/act/preference model Rachlin proposes. The first concerns the irrational following of personal rules. The second concerns scenarios in which behavioral patterns an agent deems good come into conflict.

Dual-process theories hold that there are two distinct processing modes available for many cognitive tasks: one that is fast, automatic and non-conscious, and another that is slow, controlled and conscious. Typically, cognitive biases are attributed to type 1 processes, which are held to be heuristic or associative, and logical responses to type 2 processes, which are characterised as rule-based or analytical. Dual-system theories go further and assign these two types of process to two separate reasoning systems, System 1 and System (...) 2 – a view sometimes described as ‘the two minds hypothesis’. It is often claimed that System 2 is uniquely human and the source of our capacity for abstract and hypothetical thinking. This study is an introduction to dual-process and dual-system theories. It looks at some precursors, surveys key work in the fields of learning, reasoning, social cognition and decision making, and identifies some recent trends and philosophical applications. (shrink)

Maud Boyer Arnaud Destrebecqz Axel Cleeremans.

According to the Fragmentation Analysis, epistemic akrasia is a state of conflict between beliefs formed by the linguistic and non-linguistic belief-formation systems, and epistemic akrasia is irrational because it is a state of conflict between beliefs so formed. I argue that there are cases of higher-order epistemic akrasia, where both beliefs are formed by the linguistic belief-formation system. Because the Fragmentation Analysis cannot accommodate this possibility, the Fragmentation Analysis is incorrect. I consider three objections to the possibility of higher-order epistemic (...) akrasia. Along the way, I offer a revision of the Fragmentation Analysis that can allow for the possibility of higher-order akrasia while avoiding the problems I point out for the original view. (shrink)

Unconscious Thought Theory posits that a period of distraction after information acquisition leads to unconscious processing which enhances decision making relative to conscious deliberation or immediate choice . Support thus far has been mixed. In the present study, artificial grammar learning was used in order to produce measurable amounts of conscious and unconscious knowledge. Intermediate phases were introduced between training and testing. Participants engaged in conscious deliberation of grammar rules, were distracted for the same period of time, or progressed immediately (...) from training to testing. No differences in accuracy were found between intermediate phase groups acting on decisions made with meta-cognitive awareness . However, the accuracy of guess responses was significantly higher after distraction relative to immediate progression or conscious deliberation. The results suggest any beneficial effects of ‘unconscious thought’ may not always transfer to conscious awareness. (shrink)

Operant psychologists are looking for alternatives to radical behaviorism. Rachlin offers teleological behaviorism, but it may pose as many difficulties as radical behaviorism. There is, however, a less drastic way to defend Rachlin's thesis of It portrays operant principles as relating distal efficient causes to behavioral effects.

Contrary to his own perspective, Rachlin introduces a ghostly inner cost to explain the persistence of behavioral patterns and agency to explain their origins. Both inconsistencies can be set straight by taking account of history and a context larger than the pattern itself. Persistence is explained by stimulus control, if one assumes that defection from a pattern has stimulus properties and is punished. The origins of patterns are understood as an outcome of selection in the larger context of cultural or (...) biological evolution. (shrink)

Portraying psychological process as extended over time in multiply overlapping scales is a conceptual advance that can be understood as analogous to our understanding of spatial relationships. There may be a residual contradiction, however, when Rachlin invokes in ways that seem to imply earlier conceptions. The roles of superimposed or conditionally related stimuli also remain to be addressed.

Toward a neurobiologically grounded approach to explaining self-control we discuss the case of a patient with a bilateral lesion in frontal ventromedial cortex. Patients with such lesions display a marked deficit in social decision making. Compared with an account that examines the causal antecedents of self-control, Rachlin's behaviorist approach seems lacking in explanatory strength.

Regarding Rachlin's behavioral act/pattern theory of self-control, it is argued that some cases of self-control involve pattern/ pattern conflicts rather than merely act/pattern conflicts and that some patterns must be viewed as internal representational states of mind (plans) rather than merely as patterns of actual overt behavior.

The dominant theory of what people can learn implicitly is that they learn chunks of adjacent elements in sequences. A type of musical grammar that goes beyond specifying allowable chunks is provided by serialist or 12‐tone music. The rules constitute operations over variables and could not be appreciated as such by a system that can only chunk elements together. A series of studies investigated the extent to which people could implicitly (or explicitly) learn the structures of serialist music. We found (...) that people who had no background in atonal music did not learn the structures, but highly selected participants with an interest in atonal music could implicitly learn to detect melodies instantiating the structures. The results have implications for both theorists of implicit learning and composers who may wish to know which structures they put into a piece of music can be appreciated. (shrink)

How people learn chunks or associations between adjacent items in sequences was modelled. Two previously successful models of how people learn artificial grammars were contrasted: the CCN, a network version of the competitive chunker of Servan‐Schreiber and Anderson [J. Exp. Psychol.: Learn. Mem. Cogn. 16 (1990) 592], which produces local and compositionally‐structured chunk representations acquired incrementally; and the simple recurrent network (SRN) of Elman [Cogn. Sci. 14 (1990) 179], which acquires distributed representations through error correction. The models' susceptibility to two (...) types of interference was determined: prediction conflicts, in which a given letter can predict two other letters that appear next with an unequal frequency; and retroactive interference, in which the prediction made by a letter changes in the second half of training. The predictions of the models were determined by exploring parameter space and seeing howdensely different regions of the space of possible experimental outcomes were populated by model outcomes. For both types of interference, human data fell squarely in regions characteristic of CCN performance but not characteristic of SRN performance. (shrink)

We investigated the implicit learning of a linguistically relevant variable in a natural language context . Trial by trial subjective measures indicated that exposure to a form–animacy regularity led to unconscious knowledge of that regularity. Under the same conditions, people did not learn about another form–meaning regularity when a linguistically arbitrary variable was used instead of animacy . Implicit learning is constrained to acquire unconscious knowledge about features with high prior probabilities of being relevant in that domain.

Implicit learning is a core process for the acquisition of a complex, rule‐based environment from mere interaction, such as motor action, skill acquisition, or language. A body of evidence suggests that implicit knowledge governs music acquisition and perception in nonmusicians and musicians, and that both expert and nonexpert participants acquire complex melodic, harmonic, and other features from mere exposure. While current findings and computational modeling largely support the learning of chunks, some results indicate learning of more complex structures. Despite the (...) body of evidence, more research is required to support the cross‐cultural validity of implicit learning and to show that core and more complex music theoretical features are acquired implicitly. (shrink)

The constructivist notion that features are purely functional is incompatible with the classical computational metaphor of mind. I suggest that the discontent expressed by Schyns, Goldstone and Thibaut about fixed-features theories of categorization reflects the growing impact of connectionism, and show how their perspective is similar to recent research on implicit learning, consciousness, and development. A hard problem remains, however: How to bridge the gap between subsymbolic and symbolic cognition.

Rachlin's hyperbolic-discounting model captures basic features of the subtlety of human impulsiveness and self-control and has received convincing experimental support. His distinction between self-control patterns and impulsive acts expands his earlier work to a greater range of self-control behaviors. Possible mechanisms that may weaken or strengthen patterns of self-control are considered.

Rachlin's attack on the internal commitment model rests on the demonstrably false claim that self-punishment does not exist. He is correct that habits are an effective device for solving self-control problems, but his additional claim that they are the only such device makes it hard to explain how good habits develop in the first place. Someone with a self-control problem would always choose the spuriously attractive reward, which, over time, would create bad habits.

The target article extends molar behaviorism in two positive ways: beyond average aggregates and beyond restricted laws of Although a molar framework based on purely overt events shows promise for advancing behavior theory, Rachlin's specific form of teleological behaviorism is in need of clarification.

Transcendence, defined as the capacity to perceive the immediate stimulus environment in relation to long-range or abstract concerns, is a key aspect of self-control, and indeed self-regulation often breaks down because attention becomes focused exclusively on the immediate stimuli (i.e., transcendence fails). Factors that restrict attention to the here and now will weaken self-control, whereas factors that promote transcendence will enhance it. Guilt may be one example of the latter.

In the real world, there are choices between large, delayed, punctate rewards and small, more immediate rewards as well as choices between patterns and acts. A common element in these situations is the choice between long- and short-term interests. Key issues for future research appear to be how acts are restructured into larger patterns of behavior, and whether, as Rachlin implies, pattern perception is the cause of pattern generation.

The primary argument against Rachlin's act-versus-pattern analysis of self-control is that it is wrong to think of a temptation as a solitary act while the alternative is conceived of as an element of a pattern. Either both are solitary acts or both are members of patterns, however different the patterns may be in their complexity and abstractness.

Complete URL to this document: http://srsc.ulb.ac.be/axcWWW/93-Principles.html.

Rachlin overlooks that free will determines when and in what direction acts that appear impulsive will occur. Because behavioral patterns continuously evolve, animals are not guaranteed when they will, or how to, maximize larger-later reinforcements. An animal therefore uses self-control to emit free acts to vary behavioral patterns to optimize larger-later rewards.

There may be evolutionary as well as economic reasons why organisms generally act impulsively. I discuss this possibility and suggest some follow-up experiments that may clarify the exciting empirical and theoretical contributions made by the experiments discussed in the target article.

The willingness to trade off large but ill-defined future consequences for immediate work characterizes social problems such as environmental sustainability. This commentary argues that important applications of behavioral models of self-control are being overlooked in the experimental literature. Tying the experimental literature to longterm health, environmental, and other risks makes the experimental work more germane, and raises new research questions for experimental modeling.

Rachlin's view of self-control as a sequence or chain of behaviors is contrasted with traditional behavioral analyses of self-control which emphasize a simplistic interpretation of the hyperbolic function relating small-sooner (SS) and larger-later (LL) reinforcers to specific behaviors. The validity of Rachlin's teleological analysis is examined in relation to the acquisition and steady-state performance of self-control behaviors. Central to an analysis of self-control is the functional difference between behavior under the control of SS and LL reinforcers, because SS-reinforced behavior is (...) more complex due to temporal parameters. (shrink)

You cannot overcome addiction or impulsiveness through abstract patterns alone. They show you the way to go, but do not fuel the effort. Some further variable is needed in the equation, some internal force or motivational mechanism, whatever its nature. Overlooking this leads to a neo-Socratic exaggeration of the role of cognition in selfcontrol.

Rachlin's view of self-control is rejected on the grounds that his arguments do not establish the possibility of abstract, external, stimulus patterns and that his experiments, although they show that pigeons and human beings do sometimes choose postponed rather than immediate gratification, do not challenge the commonly held view that internal factors are involved in the former choice.

The costliness of disrupting a pattern may not be a useful criterion for distinguishing between acts and patterns; there are instances in which omitted components of patterns are hard to detect (e.g., typographical errors), or in which distortions are easily introduced (e.g., slurred words in a trite phrase). Are there behavioral criteria for distinguishing between acts and patterns?

Complex cases of self-control involve processes such as guilt-avoidance, inhibition, self-punishment, conscious thought, free will, and imagination. Such processes, conceived as internal mediating mechanisms, serve the function in psychological theory of avoiding teleological causation. Acceptance of the scientific legitimacy of teleological behaviorism would obviate the need for internal mediation, redefine the above processes in terms of temporally extended patterns of overt behavior, and clarify their relation to selfcontrol.

The present intractability of and near intractability of make self-control a difficult topic.

Self-control is in the eye of the beholder. However, we speak of if a person has come to think conscious thoughts that change the motivational value of stimuli in the outside world. It is claimed that conscious thinking, and not habits bordering on compulsion, is behind self-control.

Rachlin introduces a new theory before exhausting its predecessor. His earlier model of future-discounting may be developed by integrating over the duration of extended rewards and punishers. The difference in value of an event within a pattern over the event in isolation derives from the deprivation provided by the pattern; yet the pattern attracts because acute rewards are more potent than incremental deprivations.