Applied behavior analysis

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Applied behavior analysis (ABA), also called behavioral engineering, [1] [2] is a scientific technique concerned with applying empirical approaches based upon the principles of respondent and operant conditioning to change behavior of social significance. [3] [4] It is the applied form of behavior analysis; the other two forms are radical behaviorism (or the philosophy of the science) and the experimental analysis of behavior (or basic experimental research). [3]

Contents

The name "applied behavior analysis" has replaced behavior modification because the latter approach suggested attempting to change behavior without clarifying the relevant behavior-environment interactions. In contrast, ABA tries to change behavior by first assessing the functional relationship between a targeted behavior and the environment. [5] [6] [7] Further, the approach often seeks to develop socially acceptable alternatives for aberrant behaviors. [7]

ABA has been utilized in a wide range of areas, [8] including early behavioral interventions for autism, rehabilitation of brain injury, [9] research on the principles influencing criminal behavior, as well as HIV prevention, [10] conservation of natural resources, [11] education, [12] gerontology, [13] health and fitness, [14] industrial safety, [15] language acquisition, [16] littering, [17] medical procedures, [18] parenting, [19] psychotherapy, seatbelt use, [20] severe mental disorders, [21] sports, [22] substance abuse, phobias, pediatric feeding disorders, and zoo management and care of animals. [23]

ABA is controversial within the autism rights movement due to its emphasis on normalization instead of acceptance and a history of, in some embodiments of ABA and its predecessors, the use of aversive electric shocks. [24] [25]

Definition

ABA is an applied science devoted to developing procedures which will produce observable changes in behavior. [3] It is to be distinguished from the experimental analysis of behavior, which focuses on basic experimental research, [8] but it uses principles developed by such research, in particular operant conditioning and classical conditioning. Behavior analysis adopts the viewpoint of radical behaviorism, treating thoughts, emotions, and other covert activity as behavior that is subject to the same rules as overt responses. This represents a shift away from methodological behaviorism, which restricts behavior-change procedures to behaviors that are overt, and was the conceptual underpinning of behavior modification.

Behavior analysts also emphasize that the science of behavior must be a natural science as opposed to a social science. [26] As such, behavior analysts focus on the observable relationship of behavior with the environment, including antecedents and consequences, without resort to "hypothetical constructs". [27]

History

The beginnings of ABA can be traced back to Teodoro Ayllon and Jack Michael's study "The psychiatric nurse as a behavioral engineer" (1959) that they submitted to the Journal of the Experimental Analysis of Behavior (JEAB) as part of their doctoral dissertation at the University of Houston. Ayllon and Michael were training the staff and nurses at a psychiatric hospital how to use a token economy based on the principles of operant conditioning with their patients, who were mostly adults with schizophrenia, but some were also mentally retarded children. [2] This paper later served as the basis for the founding of the Journal of Applied Behavior Analysis (JABA), which publishes research on the application of behavior analysis to a wide array of socially relevant behavior. [28] [29]

A group of faculty and researchers at the University of Washington, including Donald Baer, Sidney W. Bijou, Bill Hopkins, Jay Birnbrauer, Todd Risley, and Montrose Wolf, [30] [31] applied the principles of behavior analysis to instruct developmentally disabled children, manage the behavior of children and adolescents in juvenile detention centers, and organize employees who required proper structure and management in businesses, among other situations. In 1968, Baer, Bijou, Risley, Birnbrauer, Wolf, and James Sherman joined the Department of Human Development and Family Life at the University of Kansas, where they founded the Journal of Applied Behavior Analysis. [32]

Notable graduate students from the University of Washington include Robert Wahler, James Sherman, and Ivar Lovaas. [28] [32] Lovaas established the UCLA Young Autism Project while teaching at the University of California, Los Angeles. In 1965, Lovaas published a series of articles that outlined his system for coding observed behaviors, described a pioneering investigation of the antecedents and consequences that maintained a problem behavior, [33] and relied upon the methods of errorless learning that was initially devised by Charles Ferster to teach nonverbal children to speak. Lovaas also described how to use social (secondary) reinforcers, teach children to imitate, and what interventions (including electric shocks) may be used to reduce aggression and life-threatening self-injury. [33]

In 1987, Lovaas published the study, "Behavioral treatment and normal educational and intellectual functioning in young autistic children". [28] The experimental group in this study received up to 40 hours per week in a 1:1 teaching setting at a table using errorless discrete trial training (DTT). The treatment is done at home with parents involved in every aspect of treatment, and the curriculum is highly individualized with a heavy emphasis on teaching eye contact, fine and gross motor imitation, and language. ABA principles were used to motivate learning and reduce non-desired behaviors. The outcome of this study indicated 47% of the experimental group (9/19) went on to lose their autism diagnosis and were described as indistinguishable from their typical adolescent peers. This included passing regular education without assistance, making and maintaining friends, and becoming self-sufficient as adults. These gains were maintained as reported in the 1993 study, "Long-term outcome for children with autism who received early intensive behavioral treatment". Lovaas’ work went on to be recognized by the US Surgeon General in 1999, and his research were replicated in university and private settings. [34] [35] The "Lovaas Method" went on to become known as early intensive behavioral intervention (EIBI), or 30 to 40 hours per week of DTT.

Over the years, "behavior analysis" gradually superseded "behavior modification"; that is, from simply trying to alter problematic behavior, behavior analysts sought to understand the function of that behavior, what antecedents promote and maintain it, and how it can be replaced by successful behavior. [7] This analysis is based on careful initial assessment of a behavior's function and a testing of methods that produce changes in behavior.

While ABA seems to be intrinsically linked to autism intervention, it is also used in a broad range of other situations. Recent notable areas of research in JABA include autism, classroom instruction with typically developing students, pediatric feeding therapy, and substance-use disorders. Other applications of ABA include applied animal behavior, consumer behavior analysis, behavioral medicine, behavioral neuroscience, clinical behavior analysis, forensic behavior analysis, increasing job safety and performance, school-wide positive behavior support, [36] [37] [38] and systematic desensitization for phobias.

Characteristics

Baer, Wolf, and Risley's 1968 article [39] is still used as the standard description of ABA. [29] [40] It lists the following the seven characteristics of ABA.

Other proposed characteristics

In 2005, Heward et al. suggested that the following five characteristics should be added: [42]

Concepts

Behavior

Behavior refers to the movement of some part of an organism that changes some aspect of the environment. [46] Often, the term behavior refers to a class of responses that share physical dimensions or functions, and in that case a response is a single instance of that behavior. [29] [47] If a group of responses have the same function, this group may be called a response class. "Repertoire" refers to the various responses available to an individual; the term may refer to responses that are relevant to a particular situation, or it may refer to everything a person can do.

Operant conditioning

Operant behavior is the so-called "voluntary" behavior that is sensitive to, or controlled by its consequences. Specifically, operant conditioning refers to the three-term contingency that uses stimulus control, in particular an antecedent contingency called the discriminative stimulus (SD) that influences the strengthening or weakening of behavior through such consequences as reinforcement or punishment. [48] The term is used quite generally, from reaching for a candy bar, to turning up the heat to escape an aversive chill, to studying for an exam to get good grades.

Respondent (classical) conditioning

Respondent (classical) conditioning is based on innate stimulus-response relationships called reflexes. In his famous experiments with dogs, Pavlov usually used the salivary reflex, namely salivation (unconditioned response) following the taste of food (unconditioned stimulus). Pairing a neutral stimulus, for example a bell (conditioned stimulus) with food caused the bell to elicit salivation (conditioned response). Thus, in classical conditioning, the conditioned stimulus becomes a signal for a biologically significant consequence. Note that in respondent conditioning, unlike operant conditioning, the response does not produce a reinforcer or punisher (e.g. the dog does not get food because it salivates).

Environment

The environment is the entire constellation of stimuli in which an organism exists. [49] This includes events both inside and outside of an organism, but only real physical events are included. A stimulus is an "energy change that affects an organism through its receptor cells". [49]

A stimulus can be described:

Reinforcement

A drawing showing examples of punishments and rewards. The use of punishments, especially those that inflict sensory or physical pain, is an area of controversy. ABA 2.png
A drawing showing examples of punishments and rewards. The use of punishments, especially those that inflict sensory or physical pain, is an area of controversy.

Reinforcement is the key element in operant conditioning [50] and in most behavior change programs. [51] It is the process by which behavior is strengthened. If a behavior is followed closely in time by a stimulus and this results in an increase in the future frequency of that behavior, then the stimulus is a positive reinforcer. If the removal of an event serves as a reinforcer, this is termed negative reinforcement. [52] There are multiple schedules of reinforcement that affect the future probability of behavior.

Punishment

Punishment is a process by which a consequence immediately follows a behavior which decreases the future frequency of that behavior. As with reinforcement, a stimulus can be added (positive punishment) or removed (negative punishment). Broadly, there are three types of punishment: presentation of aversive stimuli (e.g., pain), response cost (removal of desirable stimuli as in monetary fines), and restriction of freedom (as in a 'time out'). [53] Punishment in practice can often result in unwanted side effects. [54] Some other potential unwanted effects include resentment over being punished, attempts to escape the punishment, expression of pain and negative emotions associated with it, and recognition by the punished individual between the punishment and the person delivering it.

Extinction

Extinction is the technical term to describe the procedure of withholding/discontinuing reinforcement of a previously reinforced behavior, resulting in the decrease of that behavior. [55] The behavior is then set to be extinguished (Cooper et al.). Extinction procedures are often preferred over punishment procedures, as many punishment procedures are deemed unethical and in many states prohibited. Nonetheless, extinction procedures must be implemented with utmost care by professionals, as they are generally associated with extinction bursts. An extinction burst is the temporary increase in the frequency, intensity, and/or duration of the behavior targeted for extinction. [56] Other characteristics of an extinction burst include an extinction-produced aggression—the occurrence of an emotional response to an extinction procedure often manifested as aggression; and b) extinction-induced response variability—the occurrence of novel behaviors that did not typically occur prior to the extinction procedure. These novel behaviors are a core component of shaping procedures.

Discriminated operant and three-term contingency

In addition to a relation being made between behavior and its consequences, operant conditioning also establishes relations between antecedent conditions and behaviors. This differs from the S–R formulations (If-A-then-B), and replaces it with an AB-because-of-C formulation. In other words, the relation between a behavior (B) and its context (A) is because of consequences (C), more specifically, this relationship between AB because of C indicates that the relationship is established by prior consequences that have occurred in similar contexts. [57] This antecedent–behavior–consequence contingency is termed the three-term contingency. A behavior which occurs more frequently in the presence of an antecedent condition than in its absence is called a discriminated operant. The antecedent stimulus is called a discriminative stimulus (SD). The fact that the discriminated operant occurs only in the presence of the discriminative stimulus is an illustration of stimulus control. [58] More recently behavior analysts have been focusing on conditions that occur prior to the circumstances for the current behavior of concern that increased the likelihood of the behavior occurring or not occurring. These conditions have been referred to variously as "Setting Event", "Establishing Operations", and "Motivating Operations" by various researchers in their publications.

Verbal behavior

B.F. Skinner's classification system of behavior analysis has been applied to treatment of a host of communication disorders. [59] Skinner's system includes:

For assessment of verbal behavior from Skinner's system see Assessment of Basic Language and Learning Skills.

Measuring behavior

When measuring behavior, there are both dimensions of behavior and quantifiable measures of behavior. In applied behavior analysis, the quantifiable measures are a derivative of the dimensions. These dimensions are repeatability, temporal extent, and temporal locus. [60]

Repeatability

Response classes occur repeatedly throughout time—i.e., how many times the behavior occurs.

Temporal extent

This dimension indicates that each instance of behavior occupies some amount of time—i.e., how long the behavior occurs.

Temporal locus

Each instance of behavior occurs at a specific point in time—i.e., when the behavior occurs.

Derivative measures

Derivative measures are unrelated to specific dimensions:

Analyzing behavior change

Experimental control

In applied behavior analysis, all experiments should include the following: [61]

Methodologies developed through ABA research

Task analysis

Task analysis is a process in which a task is analyzed into its component parts so that those parts can be taught through the use of chaining: forward chaining, backward chaining and total task presentation. Task analysis has been used in organizational behavior management, a behavior analytic approach to changing the behaviors of members of an organization (e.g., factories, offices, or hospitals). [63] Behavioral scripts often emerge from a task analysis. [64] [65] Bergan conducted a task analysis of the behavioral consultation relationship [66] and Thomas Kratochwill developed a training program based on teaching Bergan's skills. [67] A similar approach was used for the development of microskills training for counselors. [68] [69] [70] Ivey would later call this "behaviorist" phase a very productive one [71] and the skills-based approach came to dominate counselor training during 1970–90. [72] Task analysis was also used in determining the skills needed to access a career. [73] In education, Englemann (1968) used task analysis as part of the methods to design the Direct Instruction curriculum. [74]

Chaining

The skill to be learned is broken down into small units for easy learning. For example, a person learning to brush teeth independently may start with learning to unscrew the toothpaste cap. Once they have learned this, the next step may be squeezing the tube, etc. [75] [76]

For problem behavior, chains can also be analyzed and the chain can be disrupted to prevent the problem behavior. [77] Some behavior therapies, such as dialectical behavior therapy, make extensive use of behavior chain analysis, but is not philosophically behavior analytic. [78]

Prompting

A prompt is a cue that is used to encourage a desired response from an individual. [79] Prompts are often categorized into a prompt hierarchy from most intrusive to least intrusive, although there is some controversy about what is considered most intrusive, those that are physically intrusive or those that are hardest prompt to fade (e.g., verbal). [80] In order to minimize errors and ensure a high level of success during learning, prompts are given in a most-to-least sequence and faded systematically. [81] During this process, prompts are faded quickly as possible so that the learner does not come to depend on them and eventually behaves appropriately without prompting. [82] [83]

Types of prompts Prompters might use any or all of the following to suggest the desired response:

This is not an exhaustive list of prompts; the nature, number, and order of prompts are chosen to be the most effective for a particular individual.

Fading

The overall goal is for an individual to eventually not need prompts. As an individual gains mastery of a skill at a particular prompt level, the prompt is faded to a less intrusive prompt. This ensures that the individual does not become overly dependent on a particular prompt when learning a new behavior or skill.

Thinning a reinforcement schedule

Thinning is often confused with fading. Fading refers to a prompt being removed, where thinning refers to an increase in the time or number of responses required between reinforcements. [84] Periodic thinning that produces a 30% decrease in reinforcement has been suggested as an efficient way to thin. [85] Schedule thinning is often an important and neglected issue in contingency management and token economy systems, especially when these are developed by unqualified practitioners (see professional practice of behavior analysis). [86]

Generalization

Generalization is the expansion of a student's performance ability beyond the initial conditions set for acquisition of a skill. [87] Generalization can occur across people, places, and materials used for teaching. For example, once a skill is learned in one setting, with a particular instructor, and with specific materials, the skill is taught in more general settings with more variation from the initial acquisition phase. For example, if a student has successfully mastered learning colors at the table, the teacher may take the student around the house or school and generalize the skill in these more natural environments with other materials. Behavior analysts have spent considerable amount of time studying factors that lead to generalization. [88]

Shaping

Shaping involves gradually modifying the existing behavior into the desired behavior. If the student engages with a dog by hitting it, then they could have their behavior shaped by reinforcing interactions in which they touch the dog more gently. Over many interactions, successful shaping would replace the hitting behavior with patting or other gentler behavior. Shaping is based on a behavior analyst's thorough knowledge of operant conditioning principles and extinction. Recent efforts to teach shaping have used simulated computer tasks. [89]

One teaching technique found to be effective with some students, particularly children, is the use of video modeling (the use of taped sequences as exemplars of behavior). It can be used by therapists to assist in the acquisition of both verbal and motor responses, in some cases for long chains of behavior. [90] [91]

Interventions based on an FBA

Critical to behavior analytic interventions is the concept of a systematic behavioral case formulation with a functional behavioral assessment or analysis at the core. [92] [93] This approach should apply a behavior analytic theory of change (see Behavioral change theories). This formulation should include a thorough functional assessment, a skills assessment, a sequential analysis (behavior chain analysis), an ecological assessment, a look at existing evidenced-based behavioral models for the problem behavior (such as Fordyce's model of chronic pain) [94] and then a treatment plan based on how environmental factors influence behavior. Some argue that behavior analytic case formulation can be improved with an assessment of rules and rule-governed behavior. [95] [96] [97] Some of the interventions that result from this type of conceptualization involve training specific communication skills to replace the problem behaviors as well as specific setting, antecedent, behavior, and consequence strategies. [98]

Use in the treatment of autism spectrum disorders

ABA-based techniques are often used to teach adaptive behaviors [99] or to diminish behaviors associated with autism, so much that ABA itself is often mistakenly considered to be synonymous with therapy for autism. [8] It is also the gold standard treatment for that diagnosis as it is considered to be most effective according to the American Academy of Pediatrics. [100] ABA for autism may be limited by diagnostic severity and IQ. [101] [102]

Efficacy

Recent reviews of the efficacy of ABA-based techniques in autism include:

Use of aversives

Some embodiments of applied behavior analysis as devised by Ole Ivar Lovaas used aversives such as electric shocks to modify undesirable behavior in their initial use in the 1970s. Over time the use of aversives lessened and in 2012 their use was described as being inconsistent with contemporary practice. [113] However, a minority of clinicians have disagreed. In comments made in 2014 to the FDA, a clinician who previously worked at the Judge Rotenberg Educational Center claimed that "all textbooks used for thorough training of applied behavior analysts include an overview of the principles of punishment, including the use of electrical stimulation." [114] In 2020, the FDA banned the use of electrical stimulation devices used for self-injurious or aggressive behavior and asserted that "Evidence indicates a number of significant psychological and physical risks are associated with the use of these devices, including worsening of underlying symptoms, depression, anxiety, posttraumatic stress disorder, pain, burns and tissue damage." [25]

Controversy

The value of eliminating autistic behaviors is disputed by proponents of neurodiversity, who claim that it forces autistics to mask their true personalities on behalf of a narrow conception of normality. [115] Autism advocates contend that it is cruel to try to make autistic people "normal" without consideration for how this may affect their well-being. Instead, these critics advocate for increased social acceptance of harmless autistic traits [24] [116] and therapies focused on improving quality of life. [24] Julia Bascom of the Autistic Self Advocacy Network (ASAN) has said, "ASAN's objection is fundamentally an ethical one. The stated end goal of ABA is an autistic child who is 'indistinguishable from their peers'—an autistic child who can pass as neurotypical. We don’t think that’s an acceptable goal. The end goal of all services, supports, interventions, and therapies an autistic child receives should be to support them in growing up into an autistic adult who is happy, healthy, and living a self-determined life.” [117]

Major journals

Applied behavior analysts publish in many journals. Some examples of "core" behavior analytic journals are:

See also

Related Research Articles

Operant conditioning is a type of associative learning process through which the strength of a behavior is modified by reinforcement or punishment. It is also a procedure that is used to bring about such learning.

Behaviorism is a systematic approach to understanding the behavior of humans and other animals. It assumes that behavior is either a reflex evoked by the pairing of certain antecedent stimuli in the environment, or a consequence of that individual's history, including especially reinforcement and punishment contingencies, together with the individual's current motivational state and controlling stimuli. Although behaviorists generally accept the important role of heredity in determining behavior, they focus primarily on environmental events.

<i>Verbal Behavior</i> Psychology book

Verbal Behavior is a 1957 book by psychologist B. F. Skinner, in which he describes what he calls verbal behavior, or what was traditionally called linguistics. Skinner's work describes the controlling elements of verbal behavior with terminology invented for the analysis - echoics, mands, tacts, autoclitics and others - as well as carefully defined uses of ordinary terms such as audience.

In psychology, aversives are unpleasant stimuli that induce changes in behavior via negative reinforcement or positive punishment. By applying an aversive immediately before or after a behavior the likelihood of the target behavior occurring in the future is reduced. Aversives can vary from being slightly unpleasant or irritating to physically, psychologically and/or emotionally damaging. It is not the level of unpleasantness or intention that matter, but rather the level of effectiveness the unpleasant event has on changing (decreasing) behavior that defines something as aversive.

Ole Ivar Løvaas was a Norwegian-American clinical psychologist and professor at the University of California, Los Angeles. He is most well-known for his research on early behavior modification to teach autistic children through prompts, modeling, and positive reinforcement. The technique also had a history of using aversives to reduce undesired behaviors.

Discrete trial training (DTT) is a technique used by practitioners of applied behavior analysis (ABA) that was developed by Ivar Lovaas at the University of California, Los Angeles (UCLA). DTT uses direct instruction and reinforcers to create clear contingencies that shape new skills. Often employed as an early intensive behavioral intervention (EIBI) for up to 6–7 hours per day for children with autism, the technique relies on the use of prompts, modeling, and positive reinforcement strategies to facilitate the child's learning. It previously used aversives to punish unwanted behaviors. DTT has also been referred to as the "Lovaas/UCLA model", "rapid motor imitation antecedent", "listener responding", errorless learning", and "mass trials".

Behaviour therapy or behavioural psychotherapy is a broad term referring to clinical psychotherapy that uses techniques derived from behaviourism and/or cognitive psychology. It looks at specific, learned behaviours and how the environment, or other people's mental states, influences those behaviours, and consists of techniques based on learning theory, such as respondent or operant conditioning. Behaviourists who practice these techniques are either behaviour analysts or cognitive-behavioural therapists. They tend to look for treatment outcomes that are objectively measurable. Behaviour therapy does not involve one specific method but it has a wide range of techniques that can be used to treat a person's psychological problems.

Relational frame theory (RFT) is a psychological theory of human language. It was developed originally by Steven C. Hayes of University of Nevada, Reno and has been extended in research, notably by Dermot Barnes-Holmes and colleagues of Ghent University.

Behavior modification refers to behavior-change procedures that were employed during the 1970s and early 1980s. Based on methodological behaviorism, overt behavior was modified with presumed consequences, including artificial positive and negative reinforcement contingencies to increase desirable behavior, or administering positive and negative punishment and/or extinction to reduce problematic behavior. For the treatment of phobias, habituation and punishment were the basic principles used in flooding, a subcategory of desensitization.

Contingency management (CM) is the application of the three-term contingency, which uses stimulus control and consequences to change behavior. CM originally derived from the science of applied behavior analysis (ABA), but it is sometimes implemented from a cognitive-behavior therapy (CBT) framework as well.

Pivotal response treatment (PRT), also referred to as pivotal response training, is a naturalistic form of applied behavior analysis used as an early intervention for children with autism that was pioneered by Robert and Lynn Koegel. PRT advocates contend that behavior hinges on "pivotal" behavioral skills—motivation and the ability to respond to multiple cues—and that development of these skills will result in collateral behavioral improvements. In 2005, Richard Simpson of the University of Kansas identified pivotal response treatment as one of the four scientifically based treatments for autism.

In operant conditioning, punishment is any change in a human or animal's surroundings which, occurring after a given behavior or response, reduces the likelihood of that behavior occurring again in the future. As with reinforcement, it is the behavior, not the human/animal, that is punished. Whether a change is or is not punishing is determined by its effect on the rate that the behavior occurs, not by any "hostile" or aversive features of the change. For example, a painful stimulus which would act as a punisher for most people may actually reinforce some behaviors of masochistic individuals.

Single-subject research is a group of research methods that are used extensively in the experimental analysis of behavior and applied behavior analysis with both human and non-human participants. Principal methods in this type of research are: A-B-A-B designs, Multi-element designs, Multiple Baseline designs, Repeated acquisition designs, Brief experimental designs and Combined designs.

The professional practice of behavior analysis is one domain of behavior analysis: the others being radical behaviorism, experimental analysis of behavior and applied behavior analysis. The professional practice of behavior analysis is the delivery of interventions to consumers that are guided by the principles of radical behaviorism and the research of both the experimental analysis of behavior and applied behavior analysis. Professional practice seeks maximum precision to change behavior most effectively in specific instances. Behavior analysts are mental health professionals and, in some states, may hold a license, certificate or registration as a behavior analyst. In other states, there are no laws governing their practice and, as such, the practice may be prohibited as falling under the practice definition of other mental health professionals. This is rapidly changing as Behavior Analysts are becoming more and more common.

The behavioral analysis of child development originates from John B. Watson's behaviorism.

Tact is a term that B.F. Skinner used to describe a verbal operant which is controlled by a nonverbal stimulus and is maintained by nonspecific social reinforcement (praise).

Video modeling (VM) is a mode of teaching that uses video recording and display equipment to provide a visual model of the targeted behaviors or skill. In video self-modeling (VSM), individuals observe themselves performing a behavior successfully on video, and then imitate the targeted behavior. Video modeling has been used to teach many skills, including social skills, communication, and athletic performance; it has shown promise as an intervention for children with autism spectrum disorders (ASD). Important practical and theoretical questions remain largely unanswered about video modeling and other forms of video-based intervention.

Natural language training is a set of procedures used by behavior analysts that rely heavily on mand training in the natural environment. These procedures include incidental teaching, functional communication training, and pivotal response treatment, which are used to mirror the natural areas of language use for children. Behavior analytic language training procedures run along a continuum from highly restrictive such as discrete trial training to very nonrestrictive conversationally-based strategies. Natural language falls in the middle of these procedures.

A licensed behavior analyst is a type of behavioral health professional in the United States. They have at least a master's degree, and sometimes a doctorate, in behavior analysis or a related field. Behavior analysts apply radical behaviorism, or applied behavior analysis, to people.

Component analysis is the analysis of two or more independent variables which comprise a treatment modality. It is also known as a dismantling study.

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Further reading