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The current experiment assessed whether relating abstract stimuli with familiar pictures by exclusion would produce the formation of a meaningful equivalence class. Ten participants learned conditional discrimination relations with abstract stimuli and established equivalence classes (ABC classes). They then learned DA (D1A1, D2A2, and D3A3) conditional discriminations with written words as D stimuli; two words (D1 and D2) were meaningful stimuli in the participants verbal community ("Dentist" and "Baker"), whereas the third (D3) was a pseudoword ("Tabilu"). In testing trials, participants evidenced derived relations between pictures related preexperimentally to D1 and D2 with the experimental equivalence classes related to D1 and D2. For some participants, the decontextualized stimuli were a set of boat pictures (Condition 1), whereas for others they were a set of miscellaneous pictures (Condition 2). Participants in both conditions successfully matched decontextualized pictures (unrelated to dentist and baker contexts) to all abstract stimuli in the class related to D3 (exclusion responding). In Condition 1 the meaning reported to the word Tabilu was similar across participants, but in Condition 2 participants showed more variations to answer to the meaning of Tabilu. These results suggest that exclusion learning can occur under different stimulus control topographies.

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Recommendations for achieving generalized instructional outcomes often overlook the capacity for generative learning for most verbally competent humans. Four children (ages 5-8) participated in this project. In Study 1, we provided decontextualized discrete trial teaching to establish arbitrary relations between colors, pictures of characters, and researcher motor actions. All participants engaged in derivative responding, providing evidence of relational framing. Subsequently, we demonstrated that, with no additional instruction, these derivatives contributed to effective action within a socially valid context (i.e., Candyland gameplay). Study 2 extended the demonstration by teaching frames of opposition. Following teaching, all participants engaged in novel and contextually appropriate responding that entailed the derivation of both coordination and opposition between untrained stimuli. This outcome demonstrates how teaching simple relations can result in learning that manifests at higher levels of complexity (i.e., relational networking), providing some evidence that there can be socially valid benefits to decontextualized discrete trial instruction.

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Delayed matching to sample (DMTS) increases the probability of equivalence class formation. Precurrent responses can mediate the retention interval in DMTS trials and control the selection of comparisons. In human participants, precurrent responses usually consist of naming the experimental stimuli based on their similarities to meaningful stimuli with preexperimental history. We tested whether precurrents expand classes by serving as nodes between experimental and meaningful stimuli. A DMTS (2 s) was used throughout the entire experiment. Eleven undergraduates learned A1B1 and A2B2 relations and then were submitted to ArC trials that required them to answer math problems presented during the DMTS interval: when the sample was A1, the problems resulted in 12 and C1 was correct; when the sample was A2, they resulted in 9 and C2 was correct. Response-as-node tests assessed whether participants would relate B1 and C1 to the printed number 12 and B2 and C2 to the printed number 9. Ten participants responded accordingly to this pattern, showing that the responses to the problems expanded the classes. Parity tests using the words "even" and "odd" further confirmed this hypothesis. These results contribute to understanding why DMTS enhances equivalence performances. Implications of using this procedure in stimulus-equivalence studies are discussed.

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Stimulus equivalence (SE) is demonstrated when participants exposed to conditional discrimination training pass tests for reflexivity, symmetry, transitivity, and equivalence (symmetry combined with transitivity). Most theorists attribute the origin of SE to operant processes, but some argue that it results from Pavlovian conditioning. Symmetry is problematic for the latter hypothesis because it seems to require excitatory backward conditioning. However, equivalence tests resemble backward sensory preconditioning (BSP) and backward second-order conditioning (BSOC), two well-established processes. A review of associationistic theories of BSP and BSOC showed that the temporal coding hypothesis (TCH) explains outcomes that other associationistic theories cannot explain (i.e., BSOC and BSP effects after first-order conditioning with delay vs. trace conditioning and forward vs. backward conditioning). The TCH assumes that organisms encode the temporal attributes of stimulus events (e.g., order and interval duration) and this temporal information is integrated across separate phases of training. The TCH seems compatible with a behavioral analysis if direct stimulus control replaces the notion of temporal maps. The TCH perspective does not seem applicable to SE because SE tests are not predictive tasks. This suggests that SE is fundamentally different from BSP and BSOC and a Pavlovian conditioning analysis of SE is inadequate. This conclusion is consistent with previous criticism of a Pavlovian account of SE according to which Pavlovian conditioning cannot be interpreted as stimulus substitution.

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This article provides a comprehensive overview of the development of a behavior-analytic alternative to the popular implicit association test (IAT), namely, the function acquisition speed test (FAST). The IAT appears, prima facia, to indirectly assess participants' learning histories with regard to the categorization of stimuli. However, its origin within cognitive psychology has rendered it replete with mentalism, conceptual ambiguity, statistical arbitrariness, and confounding procedural artifacts. The most popular behavioral alternative to the IAT, the widely used implicit relational assessment procedure (IRAP), has inherited many of these concerning artifacts. In this article, we present a behavior-analytic critique of both the IAT and IRAP, and argue that a behavior-analytic approach to implicit measures must have stimulus control front and center in its analysis. We then outline a series of early research studies that provided the basis for a potentially superior procedure within our field. We go on to outline how this early research was harnessed in stepwise research, guided by a strict adherence to traditional behavior-analytic methods for the analysis of stimulus relations, to increasingly modify a test format fit for the behavior analyst interested in assessing stimulus relatedness.

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Empirical evidence has supported that musical excerpts written in major and minor modes are responsible for evoking happiness and sadness, respectively. In this study, we evaluated whether the emotional content evoked by musical stimuli would transfer to abstract figures when they became members of the same equivalence class. Participants assigned to the experimental group were submitted to a training procedure to form equivalence classes comprising musical excerpts (A) and meaningless abstract figures (B, C, and D). Afterward, transfer of function was evaluated using a semantic differential. Participants in the control group showed positive semantic differential scores for major mode musical excerpts, negative scores for minor mode musical excerpts, and neutral scores for the B, C, and D stimuli. Participants in the experimental groups showed positive semantic differential scores for visual stimuli equivalent to the major modes and negative semantic differential scores for visual stimuli equivalent to the minor modes. These results indicate transfer of function of emotional content present in musical stimuli through equivalence class formation. These findings could provide a more comprehensive understanding of the effects of using emotional stimuli in equivalence class formation experiments and in transfer of function itself.

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Equivalence-based instruction (EBI) is an efficient and efficacious methodology to establish equivalence classes that has been used to teach various academic skills to neurotypical adults. Although previous reviews confirmed the utility of EBI with participants with developmental disabilities, it is unclear whether certain procedural parameters are associated with positive equivalence outcomes. We extended previous reviews by categorizing studies that used EBI with individuals diagnosed with autism spectrum disorder and assessed whether any procedural parameters were associated with better equivalence responding. Due to the wide variability of procedural parameters in EBI research, the best procedural permutations to form equivalence classes with individuals diagnosed with autism spectrum disorder are still unknown. Thus, this paper serves as a call to action for applied researchers. Specifically, we encourage and invite researchers to systematically investigate the necessary variables or combination of variables that may lead to successful equivalence class formation.

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Stimulus equivalence is a behavioral phenomenon that has been related to complex human behavior (e.g., remembering, cognitive functioning, and symbolic behavior). As a rule, people diagnosed with severe mental disorders (e.g., schizophrenia, bipolar disorder) that exhibit delusional and hallucinatory behavior, and disorganized speech have shown cognitive impairment (e.g., processing speed, reasoning/problem solving). Not enough research has analyzed the stimulus equivalence performance in this population. This study aims to investigate the stimulus equivalence performance in adults diagnosed with severe mental disorders. In particular, this study analyzes the many-to-one (MTO) and one-to-many (OTM) training structures effects, and the simultaneous (SIM) and the simple-to-complex (STC) training and testing protocol effects on equivalence class formation in this population. To achieve it, we analyzed the behavior of 18 participants diagnosed with severe mental disorders in three different conditions (Condition 1 OTM/SIM; 2 MTO/SIM; and 3 MTO/STC). Behavior consistent with stimulus equivalence was found in 11 out of 13 participants who had finished the study (5 participants decided to leave before completing the tasks). STC yielded better results than the SIM protocol. No differences were found between MTO and OTM training structures. Implications and suggestions for further research have been discussed.

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We sought to evaluate the efficacy of an equivalence-based instructional program to teach vocational information to a young adult. This work has the potential to aid in workplace or vocational programming to teach declarative information about employment settings. We directly reinforced a subset of relations [Employee names (A) to job titles (B) (A-B) and a job titles (B) to a job responsibilities (C) (B-C)] and tested for the untrained emergence of other relations [Employee names (A) to job responsibilities (C) (A-C) and job responsibilities (C) to employee names (A) (C-A)]. In a multiple baseline across employment settings, mastery was observed across trained and derived relations with implications for vocational training. Supplementary Information: The online version contains supplementary material available at 10.1007/s40617-023-00814-z.

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Sidman's (2000) theory of stimulus equivalence states that all positive elements in a reinforcement contingency enter an equivalence class. The theory also states that if an element from an equivalence class conflicts with a reinforcement contingency, the conflicting element will "drop out" of the class. Minster et al. (2006) found evidence that a conflicting reinforcer does not drop out of an equivalence class. To explain their results, they proposed that the reinforcer enters the class via pairing after conditional relations have been established, and when there is a conflict between the class and the contingencies, conditionally related elements that have a longer history in the class and that were brought in via reinforcement will exert stronger control. In the current study, stimulus-reinforcer relations were established before conditional relations to assess the role of developmental order of stimulus relations on conditional-discrimination performance. The results replicate the findings of Minster et al. (2006) but suggest that developmental order may not be an important factor contributing to maintained accuracy on baseline conditional relations. An interpretation of "dropping out" in terms of differentiated subclasses is discussed. The relevance of the results to the phenomenon known as the differential outcomes effect is also discussed.

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Sidman (1994, 2000) hypothesized that equivalence relations are a direct outcome of reinforcement contingencies. This theory is problematic because contingencies do not always result in equivalence. Sidman proposed that equivalence relations may conflict with analytic units, the other outcome of contingencies (e.g., in conditional discriminations with common responses/reinforcers). This conflict may result in a generalized class breakdown and a failure to pass equivalence tests. This is more likely in nonhumans, very young humans, etc. The conflict can also result in a selective class breakdown and success in equivalence tests. This occurs after experience shows the organism the necessity and utility of this process. The nature of that experience and the class breakdown processes were not described by Sidman. I explored the implications of the following hypotheses for Sidman's theory. First, conditional discriminations with a common response/reinforcer result in a generalized class breakdown when participants fail to discriminate emergent relations incompatible with contingencies from those compatible. Second, learning to discriminate between the two requires a history of multiple exemplar training (MET). This implies that equivalence class breakdown is a common response to exemplars that have nothing in common except their relations. This, however, contradicts Sidman's views about the impossibility of such process in the absence of a complex verbal repertoire. If that type of learning from MET is possible, then the possibility that MET results in the selective formation of equivalence classes must be admitted, and the utility of hypothesizing that equivalence is a direct outcome of reinforcement contingencies can be questioned.

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Stimulus equivalence is a central paradigm in the analysis of symbolic behavior, language, and cognition. It describes emergent relations between stimuli that were not explicitly trained and cannot be explained by primary stimulus generalization. In recent years, researchers have developed computational models to simulate the learning of equivalence relations. These models have been used to address primary theoretical and methodological issues in this field, such as exploring the underlying mechanisms that explain emergent equivalence relations and analyzing the effects of training and testing protocols on equivalence outcomes. Nonetheless, although these models build upon general learning principles, their operation is usually obscure for nonmodelers, and in the field of stimulus equivalence computational models have been developed with a variety of approaches, architectures, and algorithms that make it difficult to understand the scope and contributions of these tools. In this paper, we present the state of the art in computational modeling of stimulus equivalence. We seek to provide concise and accessible descriptions of the models' functioning and operation, highlight their main theoretical and methodological contributions, identify the existing software available for researchers to run experiments, and suggest future directions in the emergent field of computational modeling of stimulus equivalence.

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The simultaneous matching-to-sample procedures that are widely used to study stimulus equivalence in human participants have generally been unsuccessful in animals. However, functional equivalence classes have been demonstrated in pigeons and sea lions using a concurrent repeated reversal discrimination procedure. In this procedure, responding to one set of stimuli is reinforced but responding to a different set is not and the set associated with reinforcement is changed with multiple reversals during the experiment. The experiments reported here were designed to assess whether functional equivalence classes could be demonstrated in rats using similar techniques. Rats were initially trained with two sets of olfactory stimuli (six odors/set). Following many reversals, probe reversal sessions were conducted in which rats were exposed to a subset of the members of each set and, later in the session, the withheld stimuli were introduced. Responding to these delayed probe trials in accord with the reversed contingencies constituted transfer of function. There was some evidence of transfer in Experiment 1, but the effects were relatively weak and variable. Experiment 2 introduced procedural changes and found strong evidence of transfer of function consistent with the formation of functional equivalence classes. These procedures offer a promising strategy to study symbolic behavior in rodents.

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While humans exposed to a sequential stimulus pairing A-B are commonly assumed to form a bidirectional mental relation between A and B, evidence that non-human animals can do so is limited. Careful examination of the animal literature suggests possible improvements in the test procedures used to probe such effects, notably measuring transfer effects on the learning of B-A pairings, rather than direct recall of A upon cuing with B. We developed such an experimental design and tested 20 Guinea baboons (Papio papio). Two pairings of visual shapes were trained (A1-B1, A2-B2) and testing was conducted in a reversed order, either with conserved pairings (B1-A1, B2-A2) or broken ones (B1-A2, B2-A1). We found baboons' immediate test performance to be above chance level for conserved pairings and below chance level for broken ones. Moreover, baboons needed less trials to learn conserved pairings compared to broken ones. These effects were apparent for both pairings on average, and separately for the best learned pairing. Baboons' responding on B-A trials was thus influenced by their previous A-B training. Performance level at the onset of testing, however, suggests that baboons did not respond in full accordance with the hypothesis of bidirectionality. To account for these data, we suggest that two competing types of relations were concomitantly encoded: a directional relation between A and B, which retains the sequential order experienced, and a non-directional relation, which retains only the co-occurrence of events, not their temporal order.

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Identifying the processes by which environmental stimuli can come to influence drug use is important for developing more efficacious interventions. This study investigated derived relational responding and the transfer of differential conditioned effects of environmental stimuli paired with "smoked" cocaine in accordance with the relations of symmetry, transitivity, and equivalence using Heart Rate as the measure of conditioning among 12 adults with significant histories of cocaine use. Match-to-sample (MTS) procedures were used to test for emergent relations among two four-member stimulus groupings. One member of a group was then paired with 25-mg of smoked cocaine and one member of the other group was paired with 0-mg of smoked cocaine. 10 participants completed the MTS protocol: 4 participants demonstrated two four-member equivalence classes, 3 participants demonstrated two three-member equivalence classes and 2 participants demonstrated symmetry only. One participant demonstrated no derived relations. Differential respondent elicited changes in HR was demonstrated in the presence of stimuli paired with smoked cocaine among 4 of the 6 participants completing the conditioning phase; all 4 of the participants demonstrated a bi-directional transfer of these functions in accordance with symmetry. Transfer was not reliably demonstrated in accordance with transitive or equivalence relations. The results suggest that drug respondent elicitation in the context of drug use may be a function of both direct conditioning and relational processes. These findings have implications for studying and understanding the processes by which stimuli in the natural ecology can set the occasion for cocaine use and developing cocaine use disorder.

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The current study presents a male with autism spectrum disorder (ASD) and a 3q29 deletion, and three healthy first-degree relatives. Our magnetic resonance imaging (MRI) dataset included a healthy control subset. We describe a comprehensive multimodal approach, including equivalence class formation, neurocognitive testing, MRI, and electroencephalography (EEG)-based cortical plasticity, which can provide new insights into socio-communicative and learning impairments and neural underpinnings in ASD. On neurocognitive testing, the proband showed reduced processing speed, attending behavior, and executive function. He required more training trials in equivalence class training compared with family members and exhibited impaired priming of words compared with priming with images. The proband had smaller intracranial volume and surface area and a larger visual evoked potential (VEP) C1 amplitude than family members and intact long-term potentiation (LTP)-like visual cortex plasticity. Together, these results suggest that 3q29 deletion-related ASD is associated with impaired problem-solving strategies in complex socio-communicative and learning tasks, smaller intracranial and surface area, altered VEP amplitude, and normal LTP-like visual cortex plasticity. Further studies are needed to clarify whether this multimodal approach can be used to identify ASD subgroups with distinct neurobiological alterations and to uncover mechanisms underlying socio-communicative and learning impairments. Lay Summary: We studied learning, brain activity, and brain structure in a person with autism and a genetic aberration, and his close relatives. Compared with relatives, the person with autism required more training for learning, and visual learning was better than verbal learning. This person had some changes in the activity of the visual cortex, and the size and the surface area of the brain were reduced. Knowledge about learning and brain mechanisms is valuable for the development of training programs for individuals with autism.

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A formação de classes de estímulos equivalentes tem sido considerada um modelo para o estabelecimento de relações simbólicas, ou do significado, contribuindo para o ensino de leitura e escrita. O presente estudo teve como objetivo avaliar os efeitos de um módulo de ensino de um programa informatizado de leitura e escrita em crianças com deficiência intelectual matriculadas em uma escola regular. Participaram três alunos com idades entre 8 e 10 anos. O programa de ensino era aplicado na própria escola, duas a três vezes por semana, individualmente, com sessões de aproximadamente 35 minutos. Foi empregado uma avaliação geral de leitura e escrita antes e após o programa. Os resultados mostraram que quanto melhor o repertório de entrada, mais rapidamente os participantes avançaram no módulo e melhoraram seus repertórios de leitura e escrita. A realização dessa intervenção nas séries iniciais pode contribuir na aprendizagem de repertórios básicos de leitura e escrita.

The formation of stimulus equivalence classes has been considered a productive model of symbolic relations ­ or meaning ­ for teaching reading and writing. This study aimed to evaluate the effects of one module of a computerized reading and writing program for children with intellectual disabilities enrolled in a regular school. Three students aged between 8 and 10 participated in the study. The program was applied individually to each participant in the school premises across two to three weekly sessions of approximately 35 minutes each. General assessment was applied as a pre and post-test. The results showed that the better the participants' existing repertoires, the faster they advanced in the procedure and improved their reading and writing skills. Conducting this intervention in early school years can contribute to the process of leaning basic reading and writing

La formación de clases de estímulo equivalentes se ha considerado un modelo para el establecimiento de relaciones simbólicas, contribuyendo a la enseñanza de la lectura y escritura. El estudio tuvo como objetivo evaluar los efectos de un módulo didáctico de un programa computarizado de lectura y escritura en niños con discapacidad intelectual matriculados en una escuela regular. Participaron tres estu diantes de entre 8 y 10 años. El programa de enseñanza se aplicó en la escuela, de dos a tres veces por semana, de manera individual, con sesiones de aproximadamente 35 minutos. Se utilizó una evaluación general de lectura y escritura antes y después del programa. Los resultados mostraron que cuanto mejor era el repertorio de entrada, más rápido avanzaban los participantes en el módulo y mejoraban su repertorio. La realización de esta intervención en los grados iniciales puede contribuir al aprendizaje de los repertorios básicos de lectura y escritura.

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Dados quantitativos revelam diferenças entre negros e não negros em relação à violência no Brasil, e esse fato abre espaço para discutir o racismo. Autores apontam que há necessidade de levar em consideração aspectos históricos, como o escravismo, para compreender a situação atual do fenômeno. Este estudo teve como objetivo discutir a contribuição da Análise do Comportamento, por meio de seus estudos, para a construção de comportamentos não racistas. Realizou-se busca nos Periódicos Capes, e selecionaram-se estudos produzidos nos últimos 20 anos (2000-2020) que contivessem as palavras de busca racism, racial e Behavior Analysis. Os estudos discutiam sobre ferramentas para mensuração de viés racial implícito e também formas de intervenção. Conclui-se que a Análise do Comportamento, embora seja uma ciência eficaz para mudança de comportamento, ainda precisa aumentar sua produção sobre o racismo.

Quantitative data has been revealing differences between blacks and non-blacks regarding violence in Brazil. This fact opens space to discuss racism. Authors have been pointing out that there is a need to consider historical aspects, such as slavery, to understand the current stage of the phenomenon. This study aimed to discuss the contribution of Behavior Analysis, through its studies, to the construction of non-racist behaviors. Having the last 20 years as a time frame (2000-2020), a search and a selection of studies that contained the keywords Racism, Racial, and Behavior Analysis were carried out in the CAPES Journals database, from Brazil. The found studies discussed tools for measuring implicit racial bias as well as ways of intervention. It was concluded that Behavior Analysis, although an effective science for behavior change, still needs to increase its production on racism.

Datos cuantitativos han revelado diferencias entre negros y no negros con respecto a la violencia en Brasil. Esta realidad abre espacio para discutir el racismo. Autores vienen señalando que es necesario considerar aspectos históricos, como la esclavitud, para comprender el escenario actual del fenómeno. Este estudio tuvo como objetivo discutir la contribución del Análisis del Comportamiento, a través de sus pesquisas, a la construcción de conductas no racistas. Se realizaron una búsqueda y selección de estudios que contenían las palabras clave racism, racial y Behavior Analysis, en la base de datos Periódicos Capes, de Brasil, escritos en los últimos 20 años (2000-2020). Los estudios encontrados discutieron herramientas para medir el sesgo racial implícito, así como formas de intervención. Se llegó a la conclusión de que el Análisis del Comportamiento, aunque es una ciencia eficaz para el cambio de conductas, todavía necesita aumentar su producción sobre el racismo.

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Enquanto ciência, a Análise do Comportamento tem tecnologia para estudar práticas culturais relacionadas a questões raciais. O objetivo deste estudo foi aplicar uma dessas tecnologias e avaliar os efeitos produzidos por um procedimento de redução de viés racial negativo em relação a pessoas pretas. Foram selecionados 17 participantes, pretos e brancos, que preencheram um questionário de autodeclaração e foram avaliados pelo Implicit Relational Assessment Procedure (IRAP) para definição de linha de base. Por meio de um procedimento de matching-to-sample (MTS), foram treinadas três rela-ções entre estímulos: (a) polegares/figuras abstratas; (b) figuras abstratas/pessoas pretas e figuras abstratas; e (c) relações anteriores simultâneas. Ao término de cada treino, foram realizados testes de simetria, transitividade e equivalência. Utilizou-se novamente o IRAP, para verificar mudanças após o treino. Os resultados indicaram que as respostas dos participantes na linha de base não mostraram viés negativo para pessoas pretas mas, após o treino, houve mudança significativa para participantes brancos. Recomenda-se que pesquisas futuras testem as características do experimentador e outras formas de detecção de viés racial implícito. (AU)

As a science, behavior analysis has technology to study cultural practices related to racial issues. The purpose of this study was to assess the effects produced by a procedure aimed to reduce negative racial bias towards black people. Seventeen black and white participants were selected after fulfilling a self-declaration questionnaire and being assessed by Implicit Relational Assessment Procedure (IRAP), in order to set a baseline. Then, three relations were trained using matching-to-sample (MTS): (a) thumbs/abstract figures; (b) abstract figures/ black people and abstract figures; and (c) simultaneous prior relations. Symmetry, transitivity and equivalence tests were performed at the end of each training, and IRAP was used again to assess changes after the procedure. Results indicated that participants were not negatively biased towards black people and, after the procedure, only white participants showed significant change. We recommended future studies to test the effects of the researcher's characteristics as well as other ways to detect implicit racial bias. (AU)

Como ciencia, el análisis del comportamiento tiene tecnología para estudiar prácticas culturales relacionadas con cuestiones raciales. El propósito de este estudio fue evaluar los efectos producidos por un procedimiento destinado a reducir el sesgo racial negativo con relación a personas negras. Diecisiete participantes blancos y negros fueron seleccionados después de completar un cuestionario de autodeclaración y de ser evaluados por Implicit Relational Assessment Procedure (IRAP), con el fin de establecer una línea de base. Despues, se entrenaron tres relaciones utilizando matching-to-sample (MTS): (a) pulgares/figuras abstractas; (b) figuras abstractas /personas negras y figuras abstractas; y (c) relaciones previas simultáneas. Las pruebas de sime-tría, transitividad y equivalencia fueran realizadas al final de cada entrena-miento, y el IRAP fue nuevamente usado para evaluar los cambios después del procedimiento. Los resultados indicaron que los participantes no tenían sesgo negativo con relación a personas negras y, después del procedimiento, solo los participantes blancos mostraron un cambio significativo. Recomendamos futuros estudios para evaluar los efectos de las características del investigador, así como otras formas de detectar el sesgo racial implícito. (AU)

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Equivalence classes are defined according to the substitutability, or functional similarity, of the stimuli within a stimulus class. Several studies have demonstrated that the degree of functional similarity between stimuli in a class is dependent, in part, upon the number of nodes (intervening stimuli) between the stimuli. Higher nodal number is related to lower functional similarity. This effect is referred to as "nodality." There are three key factors that have not been simultaneously controlled for in the relevant studies: priming effects, reinforcement during training, and multiple stimulus functions of stimuli (sample, comparison, or both). In the present experiment, controlling for these factors, two 6-member, 4-node equivalence classes were established, and a within-class preference assessment was used to evaluate nodality. Of 12 participants, five achieved criterion accuracy (90%) during testing. These participants demonstrated nodality, showing preference for stimuli that were nodally proximal to a sample in the preference test. When distal comparisons were chosen, participants took longer, on average, to make the selection compared to selections of proximal stimuli. These findings are consistent with earlier studies demonstrating nodality, which suggests that nodality is a robust phenomenon and not an artifact of the factors that were controlled for in the present study.

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