Relational Frame Theory (RFT)
Relational Frame Theory (RFT) is an explicitly psychological account of human language and cognition. It is an approach designed to be a pragmatically useful analysis of complex human behavior, and provides the empirical and conceptual tools to conduct an experimental analysis of virtually every substantive topic in this arena. Further, the contextual approach of RFT provides a functional account of the structure of verbal knowledge and cognition, creating an important link between the traditionally disparate perspectives of cognitive and behavioral psychology.
While there are many different theories of language and cognition available, RFT offers several distinct advantages over traditional approaches. We believe these advantages make RFT of interest not only to behavioral theorists but also to cognitive psychologists, therapists, educators, and anyone studying the human condition.
To learn more about RFT, click on a link below.

This is where you can read about the basic principles in Relational Frame Theory and learn about its advantages over other theories of language and cognition.
For suggestions on further reading, please visit Resources for Learning RFT. To learn more about RFT research and application, please visit the RFT Research section.
There is a strong empirical and conceptual relationship between language and derived stimulus relations. An empirical relationship does not indicate that derived stimulus relations depend upon language or that such relations are mediated by language. When two dependent variables are correlated, one conservative strategy is to determine whether both variables are reflective of the same basic underlying psychological process. If the two areas do overlap at the level of behavioral process, then questions about human language may also be questions about derived stimulus relations, and vice versa.
This is the basic theoretical and empirical research strategy of RFT. The overarching aim of this behavioral research has been to integrate a range of apparently diverse psychological phenomena including, for example, stimulus equivalence, naming, understanding, analogy, metaphor, and rule-following.
Relational Frame Theory adopts the view that the core defining element in all of these, and many other inherently verbal activities, is arbitrarily applicable relational responding, and moreover that such responding is amenable to a learning or operant analysis.
RFT treats relational responding as a generalized operant, and thus appeals to a history of multiple-exemplar training. Specific types of relational responding, termed relational frames, are defined in terms of the three properties of mutual and combinatorial entailment, and the transformation of functions. Relational frames are arbitrarily applicable, but are typically not necessarily arbitrarily applied in the natural language context.
Mutual entailment refers to the derived bidirectionality of some stimulus relations, and as such it is a generic term for the concept of "symmetry" in stimulus equivalence. "Mutual entailment" applies if stimulus A is related to another stimulus B in a specific context, and as a result a relation between B and A is entailed in that context. Combinatorial entailment refers to instances in which two or more relations that have acquired the property of mutual entailment mutually combine. Combinatorial entailment is the generic term for what is called "transitivity" and "equivalence" in stimulus equivalence. Combinatorial entailment applies when, in a given context, A is related to B and B is related to C, and then in that context a relation is entailed between A and C and another between C and A. For example, if A is bigger than B, and B is bigger than C, then a bigger-than relation is entailed between A and C, and a smaller-than relation is entailed between C and A. A transformation of stimulus functions applies when functions of one event in a relational network is altered based on the functions of another event in the network and the derived relation between them. Mutual and combinatorial entailment are regulated by contextual cues (C rel). The transformation of stimulus functions are regulated by additional contextual cues (C func).
The development of relational responding can be organized into a rough list that gradually becomes more and more complex. We are not presenting this list as a set of stages or steps, and we would expect them to be sequenced only in broad terms and even then only if the training history is typical. Nevertheless, this list gives a sense of the complexity that emerges from the small set of core concepts in Relational Frame Theory.
The foregoing provides a summary of the key features of RFT. The key concept that underlies Relational Frame Theory is extremely simple—try to think of relating per se as learned behavior. As the list above shows, however, applying this simple idea leads to many specific points—the nature of an arbitrarily applicable relational response, the role of context, the varieties of relational responses, the role of the nonarbitrary environment, networks of relations, the use of these abilities to solve problems, the development of self, and so on.
Advantages of the RFT Approach to Human Language and Cognition
There are many different theories—in many different disciplines—that attempt to explain or account for human language and cognition. With so many different theories available, what is unique or special about Relational Frame Theory?
We believe the functional, contextualistic approach of RFT to understanding complex human behavior has led to a system of analysis that offers many advantages over the traditional structural and “information transmission” models of language and cognition (Blackledge, 2003). These advantages include:
We recommend several ways to enhance your understanding of RFT -- and reading the 2001 book Relational Frame Theory: A Post-Skinnerian Account of Human Language and Cognition is only one of them.
Whether or not you intend to gain an in-depth understanding of RFT, we believe that having a basic understanding of RFT and contextual behavioral science can be invaluable for conducting clinical work. We do not believe that not having this knowledge is at all a detriment to clinical work, but we do know that when folks take the time to do so they report finding it illuminating and they simply do not think in the same way after learning about RFT.
We have compiled several resources for anyone with an interest in RFT, novice and expert alike:


If you have an interest in discussing RFT with others who share your interests, please consider joining the RFT email listserv no matter what your background and training in RFT. The community is interested in learning and growing together and your questions may just push the community to consider new ways of approaching the work. Like the main ACT list, you must be a current paid member of ACBS prior to joining, but the traffic on this list is much less (although we hope more folks will be interested in joining).
In the child pages below you will find reading suggestions, multimedia presentations on RFT principles and how they relate to clinical phenomena, suggestions for linking up with others to learn about RFT, and information on the newly improved and highly successful RFT tutorial and how to take it.
These pages are under construction, so please check back soon for additional information as it becomes available.

An Introduction to Relational Frame Theory is an interactive, web-based tutorial designed to introduce the basic concepts and approach of Relational Frame Theory (RFT) using graphics, animation, and practice activities.
The tutorial was written and designed for a very broad audience, and helps users to gain mastery over complex concepts in RFT by breaking them down and allowing the user to practice them along the away.
In 2005 the tutorial received the Nova Southeastern Award for Outstanding Practice by a Graduate Student in Instructional Design from the Design & Development division of the Association for Educational Communications & Technology. With an award name that long, you know it's got to be good.
The New and Improved Version
In early 2010, the tutorial was moved to a newer, faster, and more secure site and server (http://foxylearning.com) and was enhanced based upon user feedback (although core content and concepts remain the same).
The new tutorial’s improvements include full audio narration, more user control (volume, replaying, showing corresponding text, ability to save progress at any point in the tutorial), more detailed performance data available to instructors, and enhanced technical and customer support. For a more complete list of the changes to the tutorial visit http://foxylearning.com/rft/changes.
It is hoped that everyone from undergraduate psychology students to doctoral-level psychologists to any educated person on the street (or on the web!) will find the material accessible, engaging, and relevant.
Choose a link below to learn more about the tutorial.

An Introduction to Relational Frame Theory is an interactive, web-based tutorial designed to introduce the basic concepts and approach of Relational Frame Theory (RFT). It was developed using Macromedia Flash and includes an abundance of graphics, animations, interactions, and practice activities to help clarify the complex concepts of RFT.
Purpose/Intended Audience
The tutorial was written and designed for a very broad audience. It is hoped that everyone from undergraduate psychology students to doctoral-level psychologists to any educated person on the street (or on the web!) will find the material accessible, engaging, and relevant. Psychology students at both the undergraduate and graduate level will probably find the tutorial most useful, but anyone interested in human language and cognition will hopefully find it of interest, as well. Further, I have tried to make it easy to use the tutorial as an assignment or extra-credit project for a course or training program by allowing instructors to track which students have completed the tutorial, view their performance on the tutorial quiz, etc.
Prerequisite Knowledge Required
Since the tutorial was designed for a broad audience, very little prerequisite knowledge is expected or required. Familiarity with basic principles of learning and conditioning probably helps the most, though these are also addressed at a very general level in the tutorial.
Technical Requirements
The tutorial was developed using Macromedia Flash, and requires that the Macromedia Flash Player version 6 or above be installed on your computer. The vast majority of computers already meet this requirement, and the tutorial should automatically check your system and inform you if you need to download a new version. Although it has not been thoroughly tested on all web browsers or systems, you should be able to access the tutorial with most web browsers (e.g., Internet Explorer, Netscape, Safari, Mozilla) and operating systems (e.g., Windows, Macintosh, Linux).
In order to enjoy the audio narration throughout the tutorial, be sure to connect your computer speakers or headphones!
Length
The tutorial takes most people about 3 hours to complete, but you do not need to complete the whole tutorial in one sitting. You can exit the tutorial whenever you like, and your progress will be saved automatically. Then you can return, login with your username and password as a "returning user," and complete additional lessons in the tutorial.
Accuracy of Content
I have worked closely with Drs. Steven Hayes and Dermot Barnes-Holmes, two of the leading architects of Relational Frame Theory, to ensure accuracy of the tutorial content. While they should not be held responsible for any errors or inaccuracies detected, they have reviewed and verified the accuracy of a majority of the content in the tutorial. It should also be remembered that the large number of concepts to be covered and the broad intended audience means that some concepts or issues may not be covered with the degree of technical precision some might prefer.
About the Tutorial
The program requires very little in prerequisite knowledge (some basic principles of learning are useful but not necessary) and the program’s learning objectives are focused on helping the learner be able to define and identify examples of the key concepts in RFT. Read more about the content and features of this self-paced, interactive program at http://foxylearning.com/rft/about.
Costs for Learners
The cost is $9.99 per student (considerably less than most textbooks!), and the first three lessons are provided free as a sample.
Additional Support and Free Resources
Technical and customer support is available during the tutorial via foxylearning.com. Discussion forums are free and available for all site users to discuss the tutorial and RFT in general. The Additional Resources page (http://foxylearning.com/rft/resources) provides other, free resources for learning about RFT.
Take the Tutorial
Please visit http://foxylearning.com and register for a user account to take the tutorial.
Instructors are encouraged to consider using the tutorial for a course – as an assignment, in-class activity, or extra-credit project.
As an instructor, you may review the tutorial (for a short period of time for free) and will be allowed additional access if you use the tutorial for a course.
The 2010 revision improves the student performance data available to you including overall practice question accuracy, last lesson completed, first quiz score, highest quiz score, number of quiz attempts, and date of last access.
Visit http://foxylearning.com to find out more about how you can incorporate the tutorial into your course.
There are numerous resources for further reading. These are simply a few suggestions and you may find many others helpful. We highly recommend using this list as a starting point from which to begin your journey, and using the searchable Publications list as an instrument for guiding your own path of learning.
General Theory Books on RFT and Contextual Behavior Science
This book may be one of the most difficult to read, but it is also the most thorough account of RFT principles and we highly recommend reading it (at some point) to gain a thorough and working understanding of RFT. Suggestion: do the RFT tutorial first. Read chapters 1 to 8, not stopping when you do not understand. Then pause and re-read Chapter 8. Then re-read the whole book and now you can stop and try to figure out what you do not understand. Don't worry. You will survive it.
The ABCs of Human Behavior offers the practicing clinician a solid and practical introduction to the basics of modern behavioral psychology. The book focuses both on the classical principles of learning as well as more recent developments that explain language and cognition in behavioral and contextual terms. These principles are not just discussed in the abstract—rather the book shows how the principles of learning apply in a clinical context. Practical and easy to read, the book walks you through both common sense and clinical examples that will help you use behavioral principles to observe, explain, and influence behavior in a therapeutic setting.
One of the first full-length presentations of the ACT / RFT model is in three chapters in this book on the topic. This book is now available in paperback from Context Press.
Understanding RFT: A few simple articles and presentations
Books on Applying RFT
Derived Relational Responding offers a series of revolutionary intervention programs for applied work in human language and cognition targeted at students with autism and other developmental disabilities. It presents a program drawn from derived stimulus relations that you can use to help students of all ages acquire foundational and advanced verbal, social, and cognitive skills.
This volume presents a contemporary behavioral model of behavior disorders that incorporates the findings of current RFT and ACT research. Rich in possibilities for clinical work, this view of disordered behavior is an important milestone in clinical psychotherapy - an opportunity for behavioral clinicians to reintegrate their clinical practice with an experimental analysis of behavior.
This book is an applied volume in purpose, but includes an RFT account of each of the ACT processes, and in particular an in depth RFT perspective on personal values and the clinical interventions employed to enhance them and promote committed action.
While not explicitly a volume on RFT, this book is an excellent resource on clinical behavioral approaches to common problems and includes several chapters with an RFT perspective on clinical problems.
The role of RFT in Contextual Behavioral Science
ACT/RFT Reader Update
This page is under construction so please check back for updates as they become available.
A number of academic training programs provide some measure of training in RFT. Go to Research Labs and click on a program or school's name to learn more about it.
ACBS Members: If you are a faculty member in an academic program that provides training in RFT, you can list your program clicking on the "labs" tab to the left and then "add child page" at the bottom of that page.
PLEASE NOTE: This study group is not longer running, but we have left the information gathered here for your perusal. You may find the information in these pages of some use to you. Also, you may consider starting your own study group by asking colleagues and others on the listservs of their interests and then using these pages or asking ACBS staff to help you update them for your current purposes.
This is a place for people who are perhaps not behaviourally trained to learn RFT. We are primarily a group of clinicians and others who have been drawn to RFT through our exposure to ACT. Together, with each other's help, we are walking through the RFT book chapter by chapter and discussing both our understandings and our struggles. Please join in if you like.
Beginning June 2006, our plan is to read one chapter a month, commenting on it as we go. We are particularly open to people who may know more than we do. So if you read something here that seems as if we're barking up the wrong conceptual tree, please, don't hold back. For those who are participating, let's try to remember that the only stupid question is the one not asked.
There are two basic ways to contribute to our ongoing discussion: by adding child pages or by adding comments. The differences between these are described below.
Child Pages
Child pages are used to create entirely new web pages that are connected to a "parent" page. For example, this page that you're reading is a child page of the "About RFT" page (likewise, the "About RFT" page is the "parent page" of this page). "RFT Book Summary & Discussion" is a child page of this page. You can add a child page to any existing page by clicking on the "add child page" link at the bottom of the page. When you add a child page, several things happen:
So when should use add a child page? When you are contributing a new summary or question or discussion point. If you are just responding to something someone else has already posted, you should add a comment to their page (see below). For example, if you wanted to add a summary of Chapter 4 of the RFT book, you would go to the Chapter 4 page (RFT > About RFT > RFT Study Group for Beginners > RFT Book & Discussion > Chapter 4) and then click on the "add child page" link at the bottom of that page. A link to your summary page would then appear at the bottom of the Chapter 4 page and below Chapter 4 in the hierarchical menu on the left.
Comments
Unlike a child page, a comment is not a new web page. It is simply a comment added to the bottom of an existing page. Each page can have an unlimited number of comments, and users can reply to existing comments. In this way, every page can be like a whole discussion board with a primary post (the "child page" that has been added) and a discussion listed below it that consists of a series of comments.
If you are just responding to something someone else has already posted, you should probably just add a comment to the page by clicking on the "add new comment" link at the bottom of that page. If you are responding to an existing comment, you can click on the "reply" link listed in the comment itself.
Happy commenting, child paging, discussing, and learning!
This section is for individuals to offer their summaries, questions, and comments about the RFT book.
This page is for summaries, discussions, and questions about Chapter 1 of the RFT book.
Happy commenting, child paging, discussing, and learning!
What's hardest for me in all of this is learning the language. It's very precise, and not intuitive for me. Okay, enough whining.
Questions:
1. Autoclitic frames?
Autoclitic: a unit of verbal behaviour that depends on other verbal behaviour for its occurrence and that modifies the effects of that behaviour on the listener. (Catania)
Ex:if-then?
So in Skinner's quote on pg 15 he's pointing to relational framing as a behaviour without explicitly delineating it?
2. Language hypothesis-the idea that differences between instructed and uninstructed performances could be accounted for by human language.
...the behaviour is verbal in Skinner's approach because a specially conditioned listener mediates reinforcement of this behaviour. (p.16)
I'm still struggling with this. So, for Skinner, if a tree falls in the forest and no one hears it, it doesn't make a sound?
Another question: For Skinner, can the listener and the speaker be the same person?
How can listening not be verbal? "The role of the listener in any verbal episode was thus "not necessarily verbal in any special sense.""
I think I understand the unworkability of this definition, I just want to understand Skinner's conceptualization.
Please don't tell me I have to read Verbal Behaviour.
I'm not quite understanding Skinner's dilemma regarding a functional definition of "specifying". He cannot refer to reference. I understand that, but am not getting the inability to refer to verbal behaviour. Is this why? "(Skinner)did not distinguish between verbal rules and regularities observed in other complex antecedents." p17
thanks
Joanne
Okay, help. Can someone give me a real life example that will help me distinguish a mand from a tact?
Tact: A verbal operant in which a response (from the person emitting the operant or from the environment) of a given form is evoked.. by a particular object or event or property of an event of an oject or event."
There is an excellent summary of the core ideas of Verbal Behavior in Kohlenberg and Tsai's 1991 FAP Book. The whole of chapter 3 is about these issues and is very interesting as is the whole book. I copy a few lines from it since they tell it much better than I could :
A tact is defined as a verbal response that is under the precise control of discriminative stimuli, and that is reinforced by generalized secondary reinforcers. For example, if you are shown a red ball and asked, "What is this?" and you say "A red ball," you would be tacting because the form of your response ("red ball") is controlled by the object and is reinforced by a conditioned generalized reinforcer such as "uh-huh," "right" or "thank you," or any of hundreds of reactions that indicate you were understood. Notice that the contingency or reinforcer is borad and general, whereas the prior discriminative stimulus (Sd) is specific. The tact is thus brought about by the presence of a particular stimulus (e.g., a red ball) and an audience (the therapist or parent). Tacts, in this sense, are similar to the notion of labels or names ( p.54)
1.1.3 Skinner's Approach p9
Mand: A verbal operant in which the response, (whose? the person emitting the operant or the environment?) is reinforced by a characteristic consequence and is therefore under the functional control of relevant conditions of deprivation or aversive stimulation.
Stil from the FAP book : Mands are the speech involved in demands, commands, requests, and questions. A mand is behavior with the following characteristics: (1) it occurs because it was followed by a particular reinforcer, (2) its strength varies with the relevant deprivation or aversive stimulation, and (3) it appears under a very broad range of discriminative stimuli. Thus, if you were to say, "I would like some water" because you were thirsty, this would be a mand because it would be reinforced by a very specific reinforcer - someone hearing you and giving you water or showing you were to get some. Your "I want some water" response would not be reinforced by a generalized secondary reinforcer such as someone saying "That's right," or "Thanks for sharing that with me," or "I understand what you said". It's strength would also vary with how water deprived you were. Your mand for water can occur in almost any setting where you are thirsty and there is another person who can hear you. (p.56)
1.2.1 The definition of verbal behavior is not functional.p12
I'm not sure I understand this sentence in the last PP on the page
The behavior is not superstitious: the contingency is non arbitrary and is produced by the rat's behaviour.
Hope this is correct behavioralese : If you give arbitrary reinforcement to a pigeon, the frequency of the behavior closely preceding the reinforcement (it could be odd !) will rise. Thus, the probability that this particular behavior will occur short before the next instance of arbitrary reinforcement will rise, so it will be reinforced again and so on. As a final result, the pigeon will in the end emit this particular behavior with a high frequency, although the behavior in itself has no effect whatsoever on the reinforcing contingency. Which is not the case in the described example : As I understand it, by pressing the lever, the rat slightly shakes the feedbag and as a result, every five presses in average, a food pellet is jarred loose. This reinforcement is not arbitrary and is produced by the rat's behavior.
Here's another one on p13.
...Leighland cited Skinners ...theorising that the restricted contingencies required for abstraction ( a highly precise form of stimulus control) could only arise from an extensive history of social mediation.
The whole next paragraph just compounds the murk.
I find it difficult too. Maybe the important thing is to understand the critic made to Skinner's VB : Making appeal to the history of the listener in order to understand the behavior of the speaker is said to be a «conceptual error» making the design of fruitful experimental strategies extraordinarily difficult.
Okay enough for now. My mind is acting up.
Joanne
So does mine
Philippe
This page is for summaries, discussions, and questions about Chapter 2 of the RFT book.
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I have read and reread (and reread again!) chapter 2 over the past month, and find it much denser even than chapter 1. The concept I get hung up on over and over is the notion of arbitrary applicability (AA). While I know that AA is defined as a relationship that depends on social whim or consensus instead of formal characteristics of the stimulus, I think I’m missing the implications.
If we look at the equation for Cfunc as expressed on page 33, there’s a sentence that follows that says: “[w]e can say it this way: given arbitrarily applicable stimulus relations between A, B, and C, and given a context that actualizes the transformation of a given function of A, the functions of B and C will be modified in terms of the underlying relations between A, B, and C.”
I’d like to substitute examples for “A, B, and C”—could someone tell me if I’m on the right track with this?
An example of an actualizing context would be people talking to each other, having a conversation.
In that context, A might be a banana (the fruit itself, not the word).
One person could say, “Have you ever noticed how her nose [B, in my example?] looks like a banana [the oral word for the fruit, C in my example?]?”
Now, this comparison relies on both people’s previous experience with bananas. If the person responded “What’s a banana?” the first person would have to whip out a banana, or at least a picture of a banana, for purposes of comparison.
If this is right so far, one question would be, does one of the 3 items in the relation have to be something with material existence, not “just” a word? I think the answer to this is “no” because what if my characters were talking about something abstract?
So . . .
One person might say, “Love [A] is blind [B].”
Would C in this example be the quality of not being sighted, of blindness?
I’m getting tangled up here. Help!
On page 30, first full paragraph, there is a description of a natural language event--someone names a ball to a child. It's being used to illustrate mutual entailment. But it seems that the last sentence "the r response in other words, will involve responding to the sound "ball" in terms of the previously experienced functions of actual balls." So that seems to be a description of the transfer of stimulus functions.
Is transfer of stimulus function a more precise term than transformation of stimulus function.
Is transfer of stimulus function a subset of transformation of stimulus function that applies with frames of coordination or is it a different thing altogether?
Joanne Steinwachs
Leslie Telfer
Hi all,
Here are some questions I have after reading chapter 2.
1. In paragraph 2.1.1 (page 22/24) is explained what overarching purely functional operants are. Could one say that 'avoidance' is an overarching purely functional operant?
2. Does anyone know what 'self-discrimination functions' are? They are mentioned on page 32 in a paragraph about tranformation of stimulusfunctions (2.2.3)as an example of stimulusfunctions that have been shown to transfer.
As a whole, I still find the concept of stimulusfunctions very difficult to grasp. What I find especially difficult is to find good examples and to specify stimulusfunctions that are involved when looking at a real life example. Anyone who can help out here with examples?
3. In paragraph 2.4 families of relational frames are summed up (page 35-39). If I get it right the phrase: 'snakes are dangerous' means NOT that the snakes are in a relation of coordination, which should be understood as equivalence, but in a relation of hierarchie, like the phrase: John is an man. Snakes are a part of dangerous stuff. Is this right?
4. Am I right that stimulusfunctions can be relata?
Jacqueline
This page is for summaries, discussions, and questions about Chapter 3 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 4 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 5 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 6 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 7 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 8 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 9 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 10 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 11 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 12 of the RFT book.
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This page is for summaries, discussions, and questions about Chapter 13 of the RFT book.
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Hi all,
I suggest that we use this page to post other readings so people don't have to dig through posts to find them. If it's not too much trouble, when you come across something, please post it here as well as in your original post. I'm thinking that all that we post here will be read by newcomers to ACT/RFT and I'd like to make it as easy as possible for them. It would also be useful if you'd give a few sentences on why you found it useful and what you found it useful for.
So far we've got:
Kohlenberg and Tsai (1991)
Blackledge articles, (probably found on website) Sandra? Do you know where?
Hayes, Get Out of Your Mind and Into Your Life
Hayes et al, Practical Guide to ACT
The RFT tutorial
Any others?
Thanks,
Joanne
Hi all,
For those of us who aren't behaviourally trained, I've been working through this Resources in Behavior Analysis page from the Cambridge Center. It's wonderful:
It's on the website, but I thought I'd put it here. The Skinner program on BA is helping me a lot with basic terminology.
Joanne Steinwachs
Click on a question below to view its answer.
ACBS Members: To suggest a question for someone to answer, click on the "add new comment" link at the bottom of this page and enter your question. To provide a question and an answer to this FAQ, click on the "add child page" link at the bottom of this page.
That question is a huge one. RFT seeks a broad understanding of cognition. In the long run it could be more important than ACT because if it works the whole of psychology could change.
RFT is developmental, contextual, and behavioral. It gives you ideas about what to change to make things happen. It is so basic that it goes all the way down to animal behavior and human infants; and yet so broad in scope that it has clear implications for our understanding of social processes or such human activities as religion.
We have never had an empirically adequate behavioral, contextual account of cognition. Now we have at least the beginnings of one and it seems to be braking down the artificial barriers between cognitive and behavioral science.
The theories underlying CBT and CT are not like that. They have relatively low scope and they emerged typically from clinical concerns. They do not pretend to be the functional equivalent in cognition for what “behavioral principles” are in non-verbal behavior.
You have to be impressed with what the traditional behavior therapists were able to do with traditional behavioral principles, in part because these principles emphasized manipulable contextual variables. Imagine what we might do with a theory of cognition that emphasized manipulable contextual variables, if the theory was relatively adequate. Maybe a lot.
I often hear behavior analysts comment that RFT is essentially the same thing as stimulus equivalence, or that RFT does not add anything new to the equivalence literature.
Here are a few points to help clarify the difference between RFT and stimulus equivalence:
1) Stimulus equivalence is an empirical phenomenon; RFT is a behavioral theory about how that phenomenon (and other phenomena) comes about. In other words, RFT provides an operant analysis of how/why people are able to form equivalence classes. I cringe when I hear behavior analysts try to use stimulus equivalence as an explanation for some other behavioral event without recognizing that equivalence itself is a behavioral event that requires a technical analysis! This is especially true because the phenomenon of equivalence doesn't readily make sense from a direct contingency analysis (i.e., the "derived" or "emergent" relations are interesting because they're somewhat unexpected based on the organism's history of reinforcement in the presence of the "equivalent" stimuli...that is why we call the relations "derived" or "emergent").
2) Murray Sidman, a pioneer in behavior analysis and stimulus equivalence research, provided some of the earliest behavioral accounts of stimulus equivalence. Sidman's approach, however, was/is primarily a descriptive one: "My own theorizing has been directed not so much at an explanation of equivalence relations but rather, at the formulation of a descriptive system -- a consistent, coherent, and parsimonious way of defining and talking about the observed phenomena" (Sidman, 1994). A precise, coherent description of an empirical phenomenon is important, but it is not the same as a functional, behavioral explanation. RFT attempts to offer such an explanation.
3) In my view, RFT is a more scientifically conservative way to account for equivalence (as compared to Sidman's approach) because it does not require any new behavioral principles at the level of process (in Chapter 2 of the RFT book, we do propose a new behavioral principle at the level of outcome, but that is simply due to the unusual effects we see from the transformation of stimulus functions). Sidman, on the other hand, suggests that equivalence is probably a basic stimulus function "not derivable from more fundamental processes." RFT claims that it IS derivable from more fundamental processes -- basically, a history of multiple-exemplar training and differential reinforcement for relational responding.
4) The terms RFT uses to describe equivalence and other derived stimulus relations (e.g., mutual entailment, combinatorial entailment, transformation of stimulus functions) are more general than the terms used by Sidman (e.g., reflexivity, symmetry, transitivity, etc.). RFT introduced these new terms so that we could have a language to talk about all different types of stimulus relations (bigger than, before-after, opposites, darker than, etc.). Sidman's terms were taken from mathematical set theory and apply to equivalence relations, but do not work for other types of stimulus relations. In other words, RFT folks did not create new terms just for the hell of it or just because they sounded kewl.
5) RFT, as suggested in point 4, also emphasizes research on types of derived stimulus relations other than equivalence. This is important because stimulus functions can be changed on the basis of these derived relations, and the functions will be changed differently based on different relations. It has been demonstrated many times now that stimulus functions can transfer between members of an equivalence class (i.e., if one stimulus becomes a conditioned reinforcer, other stimuli in the equivalence class may also become reinforcers). But it has also been demonstrated that a stimulus can acquire new functions on the basis of a derived relation other than equivalence to another stimulus. For example, if stimulus A is a conditioned reinforcer and the learner derives a relation of opposition between stimulus A and B, stimulus B is likely to acquire aversive functions (the stimulus functions are transformed on the basis of its derived relation to stimulus A). This has been demonstrated with quite a few different types of stimulus functions and with quite a few different types of relations. Many researchers studying derived relations focus on equivalence relations exclusively, but RFT suggests knowledge of these other types of relations and their impact on the psychological functions of stimuli is also vitally important to a comprehensive theory of language and cognition.
The core of the contextual behavioral science (CBS) model of science is work that is inherently translational in nature; basic research informing interventions and vice versa.
Therefore RFT researchers are comprised of basic scientists who possess an interest in RFT’s application to human behavior, or are also clinicians or applied behavior analysts who are interested in understanding clinically-relevant phenomena. As such, RFT principles and processes have been useful for influencing and optimizing performance and functioning across a broad range of human phenomena.

In the child pages below you will find information about RFT studies, ongoing lines of research in laboratories all over the world as well as resources for conducting your own research.
These pages are under construction, so please be patient with us and check back often for new information.
This list includes research articles that contain original data relevant to RFT.
We are doing our best to update this page frequently, but for the most up-to-date list, visit the Publications database and choose "RFT: Empirical" as a search term.
ACBS members can add child pages to update with new literature, but the best way to update the page is to email Jen Plumb to have content added to this page.
As of the beginning of 2009 there are about 150 empirical articles that are either on RFT ideas or very closely related.
In Press
One of the first two empirical studies to test the validity of the IRAP by comparing it to the IAT using a "known-groups" approach. The studies also introduce the use of the D-IRAP algorithm.
2009
One of the first two empirical studies to test the validity of the IRAP by comparing it to the IAT using a "known-groups" approach. The studies also introduce the use of the D-IRAP algorithm.
The first IRAP study that involved using comparative relations as a means of determining implicit relative preferences for different social groups. This was also the first study to show a clear divergence between responses on the IRAP and an explicit measure.
The first empirical study that aimed to develop a self-esteem IRAP.
Article shows for the first time that relating relations can be the basis of producing related events, selecting relations, or selecting related events.
The first empirical study that used the IRAP to investigate the relationship between relational responding and IQ. Although not reported in the article, the research allowed us to determine that the D-IRAP algorithm appears to control for individual differences in cognitive ability.
2008
The first empirical study of the IRAP. The article also provides a brief potted history of the research that led to the development of the procedure.
This interesting study demonstrated that participants will demonstrate avoidance based on the stimulus relations of “same” and “opposite.” Control participants provided evidence that the transformation was a direct product of a relational learning history. Although equivalence may account for the finding, the explanation is circuitous.
2007
In a combined multiple baseline (across responses and participants) and multiple probe design (with trained and untrained stimuli), it was shown that reinforced multiple exemplar training facilitated the development of arbitrary comparative relations, and that these skills generalized not just across stimuli but also across trial types.
Transformation of respondent stimulus functions via more-than/less-than direct and derived relations.
This is a very straightforward study programming transformation of function with young children. The first experiment simply exposed four children to action-object exemplar training and tested for symmetry. Experiment two enhanced transformation via multiple exemplar training; effectively demonstrating the ability to program stimulus relations via exemplar training.
The first empirical study that sought to determine if the IRAP can be readily faked.
2006
This paper describes 2 studies that present a conceptual interpretation and experimental findings involving developing and dismantling of equivalence classes consisting of terrorist stimuli. Results of experiment 1 showed that participants made predictable responses to stimuli during pretest, however made fewer culturally controlled responses after training. Experiment 2 showed that it was easy to acquire relations involving terrorist stimuli when compared to two other conditions. Implications are discussed.
The effect of two types of verbal consequences, rule-following feedback and task performance feedback, on rule-induced insensitivity to programmed schedules of reinforcement were examined. Rule-following feedback could be either accurate or non-contingently positive. The task involved moving a sign through a grid using telegraph keys operating on a multiple DRL 6/FR 18 schedule of reinforcement in the presence of an initially accurate rule. After acquisition, the multiple schedule was changed without notice to a FR 1/FI Yoked schedule. Accurate rule-following feedback plus feedback on task performance produced striking insensitivity to the DRL 6 to FR 1 schedule change, the opposite of what might be expected by a common sense analysis of task performance feedback, even after controlling for contact with the changed contingency. It is argued that findings such as these can only be understood by considering the mutual verbal relations evoked by the combinations of rules and feedback, rather than treating feedback as a simple consequential event or as a verbal consequence whose effects do not depend on the relations sustained with other events.
This article used the stimulus paring observation procedure to demonstrate transformation of arousal functions, and provided further evidence that anxiety responses can participate in arbitrary relational frames and produce problematic clinical outcomes.
2005
This study used event related potentials to test the RFT prediction that same-same relations are simpler and functionally distinct different-different analogical reasoning. Reaction times were significantly longer, and waveforms were significantly more negative for different-different than they were for same-same relations. This is consistent with the prediction based on RFT.
One of the first uses of RFT in higher education. Here is the abstract: Following a pretest, 11 participants who were naive with regard to various algebraic and trigonometric transformations received an introductory lecture regarding the fundamentals of the rectangular coordinate system. Following the lecture, they took part in a computer-interactive matching-to-sample procedure in which they received training on particular formula-to-formula and formula-to-graph relations as these formulas pertain to reflections and vertical and horizontal shifts. In training A-B, standard formulas served as samples and factored formulas served as comparisons. In training B-C, factored formulas served as samples and graphs served as comparisons. Subsequently, the program assessed for mutually entailed B-A and C-B relations as well as combinatorially entailed C-A and A-C relations. After all participants demonstrated mutual entailment and combinatorial entailment, we employed a test of novel relations to assess 40 different and complex variations of the original training formulas and their respective graphs. Six of 10 participants who completed training demonstrated perfect or near-perfect performance in identifying novel formula-to-graph relations. Three of the 4 participants who made more than three incorrect responses during the assessment of novel relations showed some commonality among their error patterns. Derived transfer of stimulus control using mathematical relations is discussed.
2004
This article describes traditional tasks that relate to what developmental literature calls “Theory of Mind. ” Its goals were to develop and test a protocol across groups in several different developmental stages (young children through adulthood) that indicated that perspective taking could be described in terms of relational responding (arbitrarily applicable, mutually entailed, combinatorily entailed, and showing transformation of stimulus function) and that added but did not contradict the traditional and developmental literature. Study 1 tested the protocol, Study 2 tested whether young children’s poor response was an artifact of word length, and Study 3 tested whether the experimenter’s cues affected responding. Results from three studies indicated indeed that perspective taking can be viewed as an operant, and that deictic frames across three levels of complexity were functionally distinct classes of behavior. A developmental profile emerged, showing that derived relational responding develops with age as well as relational complexity. Further, I-YOU relations emerge before HERE-THERE and NOW-THEN relations, and NOW-THEN relations produced the most errors in all participants regardless of age.
Results from two studies examining instructional control on novel stimulus situations are described. The researchers employed the Relational Evaluation Procedure to train relations and then tested these in novel situations. Results support the idea that novel instructions can control behavior and that RFT provides an adequate model for the generativity of language.
This study provides an empirical demonstration of analogy using the Relational Evaluation Procedure (REP), a recently developed technique for the rapid training and testing of derived stimulus relations. The experiment involved 9 stages in which 5 adult male subjects were exposed to a complex series of REP training and testing protocols, by the end of which they each readily demonstrated 24 completely novel instances of responding in accordance with analogical relations as conceptualized by RFT.
Formative augmenting, behavior due to relational networks that establish given consequences as reinforcers or as punishers, was demonstrated in accordance with Same and Opposite relational networks. Some stimuli acquired reinforcing functions, based on the derived relation of Opposite, although in some cases no such function had actually been established for any member of the network. These effects were also observed across ABA reversals in the baseline contingencies.
Authors demonstrated through two experiments that stimuli acquired reinforcing functions based on derived relational networks. This research supports the idea of formative augmenting: the degree to which events function as consequences was altered based on relational networks of Same and Opposite and more-than and less-than.
2003
This study attempted to train equivalence-equivalence relations with 5-year-old children. Only 8 of 18 showed equivalence-equivalence relations when tested. The procedure was then tested with adults and was successful with all of them.
Showed that multiple-exemplar training with auditory-visual exclusion tasks facilitated nonreinforced exclusion performances which reduced error rates on subsequent novel stimulus sets.
2002
This study tested equivalence-equivalence and nonequivalence-nonequivalence relations with adults, 9-year-olds, and 5-year-olds. Most of the adults and 9-year-olds demonstrated these relations, but the 5-year-olds did not.
Transformation of functions among members in equivalence classes
Building on the work of Gomez et al (1999; 2001), the authors established effective contextual control over the Generalised Break Equivalence Pattern (GBEP) which provides further support for the generalized operant nature of derived relational responding.
The authors measured response latencies to mutually entailed same, opposite, more-than, and less-than relations. Response latencies to same and opposite relations were significantly faster than more-than and less-than relations. A second experiment showed a gradual decrease in response latency for more/less relations across a novel stimulus set.
This study explored a behavior-analytic model of analogical reasoning, defined as the discrimination of formal similarity via equivalence-equivalence responding. Equivalence classes were trained, and subjects responded according to equivalence-equivalence relations. Subjects discriminated by shape or color of a relata. Transformation of stimulus functions of a block-sorting task based on this model of analogy was also shown.
2001
This paper demonstrates that multiple exemplar training provides the necessary history to establish transformation across symmetry relations. Four studies confirmed that after relatively few exemplar training sessions, transformation could occur even across response modalities.
This study clears some questions raised by Part I. Specifically, the authors found that naming is not a critical component of transformation, and children could readily demonstrate transformed functions in accordance with symmetry with no history of naming. The third part of the study examined the effects of pre-training. Results suggest that pre-training may be effective, but if not, to forgo additional pre-training and move immediately to multiple exemplar training.
The objective of this study was to produce responding in accordance with symmetry and transitivity but not with equivalence across novel stimulus sets. Building on the work of Gomez et al (1999), the authors employed several new procedures to generate ‘broken’ equivalence relations which provides support for the generalized operant nature of derived relational responding.
The authors measured response latencies to mutually entailed same, opposite, more-than, and less-than relations. Response latencies to same and opposite relations were significantly faster than more-than and less-than relations. A second experiment showed a gradual decrease in response latency for more/less relations across a novel stimulus set.]
This study demonstrated equivalence-equivalence responding based on the abstraction of common formal properties.
2000
Transfer of respondent eliciting functions occurs even among compound stimuli.
Demonstrated that response patterns on novel stimulus sets was controlled by the feedback delivered for previous stimulus sets.
Similar to the study above but with young children as subjects.
Following on from Roche and Barnes (1997) and McGeady and Roche (1997), the authors demonstrate four distinct contextually-controlled transformations of function by presenting the contextual cue along with the derived stimuli. Skin resistance responses and operant discriminations are measured. Still the only study to employ such a testing format.
1999
The objective of this study was to produce responding in accordance with symmetry and transitivity but not with equivalence, across novel stimulus sets.
1998
A follow-up study to Dymond & Barnes (1994). Subjects were not given equivalence training this time but were instead trained in a series of conditional discriminations. Also, some subjects were given extensive instructions and others were given minimal instructions. Neither of these factors affected the subjects performance and the results from previous experiments were replicated.
Showed that priming effects that are well known in semantically related words also occurred in nonsense stimuli related through equivalence.
Delivering accurate or inaccurate feedback to subjects following a test for derived equivalence relations produces responding on subsequent tests that is consistent with that feedback. One of the first to demonstrate the operant nature of relation responding.
1997
This study examined the RFT approach to analogical reasoning. Subjects were trained on several equivalence relations. They were then shown pairs of relata in which both of the relata were from the same relation or in which both relata were from different relations. The subjects successfully matched pairs of same with same and different with different.
The first study to show a transformation of respondently conditioned sexual arousal functions, measured as skin resistance responses, through same and opposite relations. An excellent demonstration of how to conduct complex electrodermal research within an RFT framework.
1996
Using educationally-relevant real world stimuli such as "slow" and "able" as well as the subject's own name, the authors show how developmentally-delayed children come to fail tests for equivalence when the predicted outcome is in contrast to their learning history. That is, subjects did not relate their own name to "able." A neat study on prior-learning effects in equivalence formation.
Demonstrates a transformation of functions in accordance with sameness and oppositon, using several matching-to-sample control tasks to prevent formation of simple equivalence and nonequivalence relations.
The first in a series of studies investigating a new procedure for the derivation of equivalence relations. “Training” merely involves observing on-screen presentations of stimulus pairs and then testing for equivalence using a match-to-sample format. More effective in establishing equivalence than standard MTS arrangements.
After Steele & Hayes, the first study to systematically examine the relational frame of distinction using socially-loaded stimuli. This study inspired a series of exchanges between the authors and Richard Saunders in the same volume on the relationship between equivalence and RFT.
1995
Transfer and contextually-controlled transfer in kids of different ages with the older subjects passing the more complex tests. A nice example of a nonautomated transfer study.
The first study to show three patterns of derived relational responding in accordance with sameness, more-than, and less-than. Alternative explanations for the transformation test outcomes are considered and found wanting. The relational network figure has been reproduced in several different publications
1994
A cogent introduction to RFT in which the author compares "Sidman equivalence" with RFT, offers a respondent analysis of symmetry, and predicts various outcomes of training designs. Good for an undergraduate introduction to the area
One of the early articles studying the transfer of respondent eliciting functions.
Four subjects were trained in matching-to-sample tasks and equivalence relations. They showed the expected transfer of self-discrimination response functions. Four control subjects either received training in matching to sample but were not tested on equivalence or were trained and tested using stimuli not used in the transfer test. None of these showed the transfer of self-discrimination response functions.
1993
An elegant demonstration of transfer of functions through equivalence relations, with and without a prior equivalence test, and a generalised transfer through non-arbitrary relations. One of the most-cited transfer articles.
Showed the development of derived stimulus relations, including equivalence and exclusion, in a human infant.
1991
Showed the transfer of consequential functions through equivalence relations, both simple and conditional.
Showed that transfer effects extended to conditional stimuli that themselves regulated derived relational responding. Extends the analysis to social stereotyping
The first experimental demonstration that establishing cues that controlled non-arbitrary stimulus relations later produced multiple forms of derived relational responding with arbitrary stimulus sets. One of the first clear experimental demonstrations of RFT.
This study examined whether social categorization could be explored in terms of stimulus equivalence by testing whether equivalence training could be transferred to untrained social stimuli. The study had Irish Protestants, Irish Catholics and English Protestants go through a series of matching-to-sample procedures in which they were trained to match Protestant or Catholic stimuli with non-sense syllables. The findings suggest that previous learning might interfere with equivalence responding in the experimental training.
1990 and earlier
Authors describe results of two studies attempting to specify the relationship between verbal and nonverbal behavior in the context of rule following. Two stimulus equivalence relationships were trained and then subjects were tested for production of novel behavior. Novel behavior was produced in both the presence and absence of names provided for the equivalence classes.
One of the early articles studying the transfer of stimulus functions among members in equivalent classes.
Showed the transfer of discriminative functions through equivalence relations
Showed a correlation between receptive language skills and the derivation of equivalence. Interpreted this correlation in RFT terms, suggesting that the correlation was due to the functional overlap of the two tasks.
http://www.youtube.com/watch?v=NcgI-rxJOP8
Description: This is an old clip that's been used in a number of introductory RFT / derived relations slideshows. The video shows a chimpanzee having great difficulty in her efforts to solve a bidirectional task (after having learned a correspondence between different people and different letters on a keyboard, she has to «say» who goes to who by using a symbol meaning «to go to»).
The most obvious form of "applied" RFT is Acceptance and Commitment Therapy. However, ACT is only one small portion of the applied work being done that utilizes RFT concepts.
Indeed, the principles of RFT and procedures that RFT researchers are honing can be widely applicable to learning, education, child and adult development, clinical problems, and much more.
Below are some areas in which RFT is being used to predict and influence complex human phenomena and to help improve interventions in many clinically relevant areas.
RFT and Intervention in Autism Spectrum Disorder
A key aspect of language, and one that is at the core of communication deficits for children with autism, is generativity—put simply, the ability to produce or understand totally new sentences. Understanding and accounting for linguistic generativity is critical to any account of language development (Malott, 2003), and to the creation of programs for teaching flexible and fully functional language repertoires. RFT provides new insight into the issue of generativity, by conceptualizing the core skill in language as learned contextually controlled relational responding (referred to as relational framing).
Typically developing children learn relational framing through natural language interactions during which they are exposed to contingencies that establish these response patterns (e.g., Lipkens, Hayes & Hayes, 1993; Luciano, Gómez & Rodríguez, 2007). However, children with autism spectrum disorders (ASD) do not easily learn this key form of responding (e.g., Rehfeldt, Dillen, Ziomek, & Kowalchuk, 2007) —while many children with ASD are able to learn functional language skills through explicit training, language use for many remains rote, despite intensive intervention (see, e.g., Luciano, Rodriguez, Manas, Ruiz, Berens, & Valdivia-Salas, 2009).
A number of recently published RFT-based studies, however, (e.g., Murphy, Barnes-Holmes & Barnes-Holmes, 2005; O’Connor, Rafferty, Barnes-Holmes & Barnes-Holmes, 2009) have begun to show that relational framing can be successfully trained in developmentally delayed populations including individuals with ASD. This work holds great promise for the future.
REFERENCES
- Lipkens, R., Hayes, S.C., & Hayes, L.J. (1993). Longitudinal study of the development of derived relations in an infant. Journal of Experimental Child Psychology, 56, 201-239.
- Luciano, C., Gomez Becerra, I. & Rodriguez Valverde, M. (2007). The role of multiple- exemplar training and naming in establishing derived equivalence in an infant. Journal of the Experimental Analysis of Behavior, 87, 349-365.
- Luciano, C., Rodriguez, M., Manas, I., Ruiz, F., Berens, N., & Valdivia-Salas, S. (2009). Acquiring the earliest relational operants: coordination, distinction, opposition, comparison and hierarchy. In Rehfeldt, R.A. & Barnes-Holmes, Y. (Eds.). Derived Relational Responding: Applications for Learners with Autism and other Developmental Disabilities. CA: New Harbinger.
- Malott, R. W. (2003). Behavior analysis and linguistic productivity. Analysis of Verbal Behavior, 19, 11-18.
- Murphy, C., Barnes-Holmes, D. & Barnes-Holmes, Y. (2005). Derived manding in children with autism: Synthesizing Skinner's Verbal Behavior with relational frame theory. Journal of Applied Behavior Analysis, 59(1), 445-462.
- O’Connor, J., Rafferty, A., Barnes-Holmes, D. & Barnes-Holmes , Y. (2009). The role of verbal behavior, stimulus nameability and familiarity on the equivalence performances of autistic and normally-developing children. The Psychological Record, 59(1), 53-74.
- Rehfeldt, R.A. & Barnes-Holmes, Y. (2009). Derived Relational Responding: Applications for Learners with Autism and other Developmental Disabilities. CA: New Harbinger.
- Rehfeldt, R. A., Dillen, J. E., Ziomek, M. M., & Kowalchuk, R. E. (2007). Assessing relational learning deficits in perspective-taking in children with high functioning autism spectrum disorder. The Psychological Record, 57, 23-47.
Additional information will be added soon.
This page is under construction. This page is intended to give you a sense of the different settings in which RFT principles are being applied such as in traditional school settings and in organizations that help individuals with autism and other developmental disabilities increase functioning and socialization skills.
The ACBS community has has a list of research labs all over the world where you might:
We are working to create a list that more specifically details which labs are focused on RFT or incorporate RFT into their work but for now, please peruse the list of Research Labs to find links to each lab's updated website regarding ongoing research projects.
This section of the site is for researchers to share programs, files, instructions, information, and data useful for running computer-controlled experimental procedures.
It is our hope that in sharing such information we can develop best practices to reduce the influence of extraneous variables on the results of computer-controlled RFT studies.
Please share with the community what you and your lab do.
Disclaimer: All software and files provided on this site are distributed on an "as is" basis. The webmaster or authors of the programs assume no responsibility for problems or damage resulting from the use of these products.
There have been a number of tightly controlled experimental studies, both on RFT and ACT processes. There are resources within the RFT section of the site that will help you with your own studies, but there are a few that are currently posted to the ACT section of the site that you might find useful as well.
Please visit the Component Studies Information page for information on features of experimental analogs and sample files (visual basic command code, videos, instructions, etc.) from an ACT component study.
The Implicit Relational Assessment Procedures (IRAP)
This software has been used extensively to assess implicit relational responding, or responding that is outside of conscious awareness. This program was developed as an alternative to the Implicit Assessment Test (IAT) which was developed with social psychology as a way to assess implicit biases. While the IAT requires participants to categorize lists of words, the IRAP is designed to assess relational responses using contextual cues of interest. There are numerous studies that have used the IRAP, compared its results to that of (explicit) self-reported beliefs, and some that have compared it directly to the IAT. See the Empirical Support page for a detailed list of studies.
Below is a zip file containing the Ole Miss IRAP (version 3.5). The program is easy to learn and readily adapted for your own research interests. The pdf file is the current manual for installing and using the program. I recommend reading this manual before anything else (it's only six pages). In addition to installation instructions and explanations of the program features, it also contains some useful information about handling participants and accessing data.
While the Ole Miss IRAP is copyrighted, this was done to keep it freely available. I encourage researchers to use, distribute, and modify the program as they see fit. Feel free to contact me if you encounter technical problems installing or using the program, or even if you would just like to bounce a study idea off of me. I'm all about the research and will do what I can to help.
Have fun!
Our lab at the University of Mississippi has made software available for the traditional Matching-to-Sample software. You will find both the installable programs and the source code for both experimental preparations. This software was designed to run on PC type computers and written in Microsoft VB.NET programming language. Be sure to read the manual carefully before running this software. We have used this software successfully on a variety of PC's in our lab at Ole Miss. These computers are both Pentium 4 and AMD Athlon machines using both XP and Windows 2000 operating systems. However, we can make no gaurantees that this software will run on any other user's machine. As such, you should use this software at your own risk.
PsyScope: Easy-to-Use Software for Running Computer-Controlled Experiments in Psychology
PsyScope is for the Macintosh Platform only but several FREE Apple Macintosh emulators are available for download on line. PsyScope (Cohen, MacWhinney, Flatt, & Provost, 1993) is a user-friendly freeware Macintosh application which undergoes on-going development by psychologists for psychologists. It is the easiest to use and most versatile experiment generation software available, and it’s free.
PsyScope allows researchers to design complex psychology experiments without the need for programming skills. As the user constructs spider diagrams in a graphic interface using a limited number of graphic tools, PsyScope writes a scripting file which can be accessed directly by users familiar with scripting.
Understanding and accounting for the ability to produce and understand completely novel sentences--accounting for the generativity of language--is critical to any account of language development (Malott, 2003), and to the creation of programs for teaching flexible and fully functional language repertoires.
RFT explains linguistic generativity in terms of learned contextually controlled relational responding referred to as relational framing. Typically developing children learn relational framing through natural language interactions during which they are exposed to contingencies that establish these response patterns (e.g., Lipkens, Hayes & Hayes, 1993; Luciano, Gómez & Rodríguez, 2007). However, children with autism spectrum disorders (ASD) do not easily learn this key form of responding (e.g., Rehfeldt, Dillen, Ziomek, & Kowalchuk, 2007). Nonetheless, they can benefit from training of this repertoire (e.g., Murphy & Barnes-Holmes, 2009).
The Training & Assessment of Relational Precursors & Abilities (TARPA) is a recently developed computer-based protocol for the assessment of a progression of key domains of responding critical to the development of generative language. The TARPA is comprised of ten stages as follows: (i) basic discrimination; (ii) conditional discrimination involving similarity; (iii) conditional discrimination involving non-similarity (2 comparisons); (iv) conditional discriminations involving non-similarity (3 comparisons); (v) mutually entailed relational responding [e.g., deriving the symmetrical relation B A from the trained relation A B] (2 comparisons); (vi) mutually entailed relational responding (3 comparisons); (vii) combinatorial entailed relational responding [e.g., deriving the combinatorial relations A C and C A when trained with A B and B C] (2 comparisons); (viii) transfer of function [responding to a stimulus in a new and appropriate way based on it’s participation in a derived sameness relation] (2 comparisons); (ix) combinatorial entailed relational responding (3 comparisons); (x) transfer of function (3 comparisons). Each stage is further subdivided into multiple levels, and in the stages assessing derived relations (i.e., Stages 5-10), levels are subdivided into training sections and derivation sections.
A preliminary version of the TARPA has been correlated with the Vineland Adaptive Behavior Scale (VABS; Sparrow, Cicchetti & Balla, 2005). Currently ongoing research is using the most up-to-date version to assess the emergence of relational responding with typically developing children and children with autism in order to correlate performance on this protocol with level of functioning as assessed using standardized measures of language and cognition (e.g., PLS-4; Zimmerman, Steiner & Pond, 2002) as well as to gain some insight into the hierarchical structuring and other features of the protocol to aid its further development and refinement. Further details of this research are available here.
REFERENCES
- Lipkens, R., Hayes, S.C., & Hayes, L.J. (1993). Longitudinal study of the development of derived relations in an infant. Journal of Experimental Child Psychology, 56, 201-239.
- Luciano, C., Gomez Becerra, I. & Rodriguez Valverde, M. (2007). The role of multiple- exemplar training and naming in establishing derived equivalence in an infant. Journal of the Experimental Analysis of Behavior, 87, 349-365.
- Malott, R. W. (2003). Behavior analysis and linguistic productivity. Analysis of Verbal Behavior, 19, 11-18.
- Murphy, C. & Barnes-Holmes, D. (2009). Derived more-less relational mands in children diagnosed with autism. Journal of Applied Behavior Analysis, 42, 253–268.
- Rehfeldt, R. A., Dillen, J. E., Ziomek, M. M., & Kowalchuk, R. E. (2007). Assessing relational learning deficits in perspective-taking in children with high functioning autism spectrum disorder. The Psychological Record, 57, 23-47.
- Sparrow S. S., Cicchetti D.V & Balla D. A. (2005). Vineland II Adaptive Behavior Scales. (2nd ed.) American Guidance Service, Inc., Circle Pines, MN.
- Zimmerman, I. L., Steiner, V. G., & Pond, R. E. (2002). Preschool language scale-4. San Antonio, TX: Harcourt Assessment.
This page includes a link to a listserv discussion on training relational operants. Click here to access the page.
Visual Basic for Psychologists
Visual Basic is a programming language that combines the use of a friendly graphical user interface and the easy-to-learn BASIC programming language. These unique characteristics make Visual Basic perhaps the most useful tool for the development of computer-controlled experimental procedures (e.g. matching-to-sample tasks, schedules of reinforcement, etc.).
When you visit the NUI page linked above, you will find useful tools for the development of computer-controlled experimental procedures, as well as some links to other websites about Visual Basic programming. Furthermore, some of the programs are freely available to download. These pages are not intended for programming experts, but are aimed at psychologists using Visual Basic as a tool for designing behavior-analytic experiments.
This section of the site is for researchers to share custom computer programs, files, tips, and information useful for developing computer-controlled experimental procedures.
Computer Programs and Resources from The National University of Ireland, Maynooth
Computer Programs and Resources from The University of Mississippi
Our lab at Ole Miss has made software available for both the Implicit Relational Assessment Procedure and the traditional Matching-to-Sample software. At the links below, you will find both the installable programs and the source code for both experimental preparations. This software was designed to run on PC type computers and written in Microsoft VB.NET programming language. Be sure to read the manual carefully before running this software. We have used this software successfully on a variety of PC's in our lab at Ole Miss. These computers are both Pentium 4 and AMD Athlon machines using both XP and Windows 2000 operating systems. However, we can make no gaurantees that this software will run on any other user's machine. As such, you should use this software at your own risk.
Disclaimer: All software and files provided on this site are distributed on an "as is" basis. The webmaster or authors of the programs assume no responsibility for problems or damage resulting from the use of these products.
It seems important to let the world know about RFT research failures or disconfirmations of the theory. If you have any, please add a daughter page and describe the study as well as you can to let the community know about it. If you have ideas about why it might have failed, feel free to list them. If you think that it did not work because RFT is incorrect, feel free to state that and to suggests necessary changes to the theory, both big and small.
If few pages are added, do not jump to the conclusion that there are few failures. This page is designed to invite them into the light but often researchers hold failures back.
To this date, I confess I know of no RFT failures. But if they are there, we want them to be known, and given good visibility here on the ACBS website.
Étude pilote ouverte d’un groupe de psychoéducation à la pleine conscience et l’acceptation à l’intention de personnes vivant avec un trouble bipolaire.
J. GRAND (1), B. PUTOIS (2), B. SCHOENDORFF (3)
(1) Psychothérapeute libérale, Lyon
(2) Université Louis Lumière, Lyon
(3) Université Claude Bernard, Lyon
Problématique :
Conception, mise en place et évaluation d’un programme de groupe ouvert de psychoéducation à la pleine conscience et l’acceptation pour personnes bipolaires.
Méthode :
Étude pilote sous forme de groupe ouvert de psychoéducation (6 séances d’intervention et deux de suivi) au sein d’une association de personnes bipolaires à Lyon. 21 personnes ont participé, mais seulement 5 aux 4 points de mesures (7 à trois points). Du fait de la nature de groupe ouvert, le choix avait été fait de limiter les évaluations.
Seulement deux mesures ont été utilisées : le questionnaire d’Acceptation et d’Action-AAQ2 (Hayes 2004) et la « Cible des valeurs » (Lundgren 2005).
Résultats :
L’augmentation moyenne des scores AAQ n’était pas significative.
Les résultats au questionnaire de la cible des valeurs pré-post (N=7) montraient une augmentation des actions dans le domaine travail/formation (ANOVAChi² = 8,00 p=0,018; d=1,61), mais pas de différence au suivi à 6
mois (N=5). Il n’y avait pas de différence dans le domaine du soin physique personnel (sauf entre pré et mid,
N=7). Dans le domaine des relations, il y avait une différence significative (N=5) entre post et suivi à 6 mois
(p=0,04). Globalement, il y avait un effet tendanciel pré-post sur la cible des valeurs (p=0,063).
Cette intervention n’a donc pas eu d’effet sur la capacité d’acceptation des participants ni leurs actions en
direction de leurs valeurs dans le domaine des loisirs, elle n’a eu d’effet sur les actions dans le domaine des soins
personnels qu’au début de l’intervention (pré-mid), et dans le domaine du travail qu’entre le début et la fin de
l’intervention (pré-post). Ces effets n’étaient pas maintenus au suivi. Enfin, pour 5 sujets, il y avait un effet sur
les relations entre la fin du traitement et le suivi à 6 mois.
Discussion :
Cette étude pilote suggère que la forme de groupe ouvert choisie n’est pas une façon adaptée de délivrer l’ACT à
une population bipolaire. Nous avons tenu à faire connaître ces résultats négatifs et proposerons quelques pistes
pour une meilleure adaptation d’un traitement, qui semble donner de bons résultats dans notre pratique
individuelle chez cette population.
Please add a daughter page describing any predictions you may have based on RFT. You should state the reasons for the prediction clearly, and be sure to leave your name.
By putting it on the page you are giving away the idea -- anyone is free to test it. However, we would ask if anyone does that, they ask the individual if they want to be acknowledged in the article that may result (not necesarily as an author, but perhaps in a footnote ... such as "The core ideas tested in this article was first suggested to us by Bessy Bluebottom, and we would like to thank her for the suggestion." Something like that.)
Some theoretical questions and question-hypotheses concerning the IRAP and RFT:
The IRAP seems to be a measure of implicit preferences, in contrast with the explicit preferences. Explicit preferences are more influenced by social control (eg political correctness).
1. Does relational framing influence the more implicit preferences as well as the explicit? And if yes, how?
2. Can we say it’s good to be aware of our implicit preferences (as revealed by the IRAP) and make choices without bringing them into account? The implicit is good to know, to realize it’s there. But the explicit is the more important? We can learn to live our life in the direction of our explicit preferences. E.g.: ‘Muslims are terrorists’ vs ‘I want to live with all kinds of people. Not all Muslims are equal. I do respect them.’ IRAP might reveal the first relation, but the second could be more important.
3. When existing relational networks are extended with new S, will these S influence the implicit functions or the explicit or both (depending on context)?
4. when the implicit preferences and the explicit preferences are different, contextual influences are responsible for these differences? Experiential avoidance, political correctness, … If these contextual S are not present, the implicit and explicit preferences are growing more toward each other?
5. cognitive therapy is working on the explicit relations by social control? After cognitive therapy the implicit positions might stay unchanged?
6. when the social pressure is very high (IRAP on ‘Muslims are terrorists’ taken by a clearly Muslim researcher and without anonymity) even the implicit measures could be influenced? (contextual cues are stronger).
7. explicit, but perhaps also implicit preferences can reverse? E.g. the Muslim-experiment described above: when after a while the apparently-Muslim researcher says he’s anti-Muslim (eg political refugee) – after this the IRAP-scores might reverse?
Francis De Groot
francis.de.groot@fracarita.org
First, I would like to say that, from my reading of Part I. in the RFT book, it seems the overall program of research has a stable foothold within behavior analysis. This is further accentuated by the fact that applied research is beginning to appear in the Journal of Applied Behavior Analysis (see Ninness et al.)in which RFT principles are built into a computer program which teaches trigonomic functions and their graphical representations in an efficient manner. Believe me, it works...I am a co-author on the latest of these RFT/math studies, and, coming into the project, I knew pretty much nothing about functions and their graphical representations but after approx. an hour in the program as a pilot subject I had a firm grasp on the concepts...as well as many novel formulae and graphs never before seen.
Because work like this is emerging along side a strong basic research program, I think RFT is here to stay. As for its future, I have been working on a way to study meta/macrocontingencies and cultural materialism in a basic laboratory setting. This area is the domain of "cultural analysis," or "behavioral anthropology," and even crosses over into OBM. When studied behavior-analytically the phrase "culture" is really synonymous with "social behavior."
If this basic research catches on, I predict the future could see a merging of both research programs in order to study how relational framing operates in relation to social behavior. The beauty about this particular social-behavioral research program is that it begins (presumably) in a laboratory setting analogous to the most basic contexts which give rise to interlocking contingencies as they occur in nature, and as they (presumably) occurred in the evolution of cultures. So, this program would (presumably) be the most thourough, inductive, investigation of social behavior to-date. This is similar to the beginnings of the behavior-analytic research program in general: Skinner started with the most basic contexts and slowly built upon them until now, where we can study language and cognition, and do so in an inductive, non-hypothetical, manner.
Perhaps combining RFT with such research could reveal principles relevant to symbolic behavior, myths, taboos, and "norms" etc... but would do so with the precision of a basic behavioral laboratory. Other basic researchers are already hard at work developing an equation of choice behavior, perhaps a few decades will reveal equations of norms, taboos, and even a "terrorism equation." It seems pretty far-fetched, but what an exciting way to earn a living!
RFT and magical thinking: hypothesis
A hypothesis: is it possible that the period of ‘magical thinking’ in the development of children (enduring until adulthood) is depending on the development of processes central in RFT: developing of mutual entailment, literality of thoughts, reason giving and causal thinking? When children are developing those skills, but aren’t fully acquainted with them, they might more easily fall in the traps of magical thinking.
Possible test: children who are later in developing those skills, should show delayed magical thinking too (and vice versa).
Francis De Groot
francis.de.groot@fracarita.org
I challenged the RFT list serve to come up with some good solid predictions that went beyond the several dozen in the RFT book.
This list, raw and unfiltered, is the result. Some of these ideas are great. Some seem off. And anyone was and is allowed to play. But it seemed more important to get people thinking than to get it right if "right" meant that some "leader" says "this is right."
If you have ideas, back up to the next highest level and add a child page and put yours out there!
- S
Steve Hayes
Predictions from Steve
Steve posted a list of new things RFT does to the Academy of Cognitive Therapy
June 2005. The list was:
RFT:
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What happens to Crel and Cfun in RFT studies when you teach folks to apply defusion during testing, and or when you teach defusion, train, and then test? I am thinking of M Dougher's recent study with > or < relations with shock. I wonder whether defusion would alter the transformation, perhaps leading subjects to not rip off the shock electrodes in the context of > relation. I wonder whether defusion would strengthen or perhaps weaken Crel and/or Cfun. My guess is that it may result in more rapid learning of Crel, but knock out Cfun. This would be cool to show. Maybe someone has done this, but if not we really should cook up some experiments along these lines.
-j forsyth
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1. Additional corollary hypotheses:
(A) Speed of acquisition of AARR during an REP task (i.e., number of trials needed to respond consistently correctly) will correlate significantly and inversely with verbal IQ. (can’t recall off hand if Denis O’Hora has already tested this specifically yet).
(B) This one would be a doozie to quantify and test, but it follows from RFT: Subjects presented with a novel metaphor who generate higher numbers of apt comparisons (especially in shorter amounts of time) will perform better (i.e., will respond correctly more frequently and given less training trials) in an REP task that assesses their ability to correctly derive relations after two previously trained frames are brought into coordination.
2. Additional corollary hypotheses:
(A) AARR in fully verbal subjects will fail to occur over time within an experimental context, given a consistent lack of reinforcement for AARR and/or consistent punishment of AARR within that context.
3. Additional corollary hypotheses:
(A) The same established verbal relation (e.g., A is similar to B, which is similar to C) can be shown to accompany different functional transformations across different experimental contexts.
(B) Identical functional transformations can be shown to be achieved through the training of different verbal relations.
J T
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read some RFT-research on the change of psychological function of stimulus C by putting it in relation with A-B (sexual excitement, taste preference, mood). What if C is relationally framed with 2 different classes: A-B-C, and X-Y-C. And let's say A is experienced a bit negative, and X also a bit negative. Would C become experienced more negative, than when it's framed with only one class? This might be an operationalisation of multiple small life experiences leading to a larger reaction.
De Groot, Francis [francis.de.groot@fracarita.org]