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In the present study, equivalence-based instruction was used to teach 2 4-member classes representing high and low statistical variability to 10 college students. Computerized equivalence-based instruction with multiple-exemplar training was used to teach the classes. A pretest-training-posttest design evaluated performances on both computer-based tests and written multiple-choice tests. Scores improved from pretest to posttest on both the computerized and the multiple-choice tests for all students following equivalence-based instruction. Class-consistent selections also generalized from training to novel stimuli and to a novel context (i.e., written test). Finally, class-consistent performances maintained 1 week after equivalence-based instruction was completed. The study demonstrated that equivalence-based instruction can be used to teach labeling of statistical variability and that a selection-based teaching protocol administered on a computer can promote the emergence of responses to a written selection-based testing protocol.

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Being familiar with world religions and their diverse practices is referred to as religious literacy. The present study compared the effects of stimulus equivalence-based instruction (EBI) and video lecture (VL) to increase religious literacy in middle-school students; 10 participants were assigned to either the EBI or the VL group. Participants in the EBI group were taught five 6member equivalence classes using match-to-sample (MTS) software on a computer. Within each class of (1) Judaism, (2) Islam, (3) Christianity, (4) Hinduism, and (5) Buddhism, the visual stimulus members were (A) name of the religion, (B) major religious symbol, (C) sacred text, (D) notable religious figure, (E) name of religious service leader, and (F) notable celebrated holiday. The VL participants were given an opportunity to complete a fill-in written worksheet while viewing a video lecture about the 5 religions using the same stimuli as the EBI group. Participant responding in each group was compared across worksheet, oral, and MTS pretests and posttests. The results showed that 5 of 5 participants in the EBI group formed equivalence classes but only 1of 5 did so in the VL group. Class-consistent responding generalized to oral vignettes to a greater degree for the EBI participants than for the VL participants. In addition, at an approximately 2-week follow-up, EBI participants maintained class-consistent responding to a greater degree than VL participants did. Duration measures showed that even though EBI was more effective, EBI training did require more time than the VL did. Although not explicitly programmed for, social distance survey scores showed that participants improved equally in their ratings of the acceptability of people from other faiths following training, regardless of training type. Thus, EBI may be an effective method to teach schoolchildren about religious literacy.

Previous research has demonstrated low rater agreement when visually inspecting trends in single‐subject design graphs (see Wolfe, Seaman, & Drasgow, 2016). Didactic instruction of visual analysis of practicing behavior analysts has resulted in generally poor and unreliable performances (Danov & Symons, 2008; Diller, Barry, & Gelino, 2016). Therefore, a refined instructional technology to improve the reliability among behavior analysts is warranted. Developing research has focused on the application of equivalence‐based instruction (Brodsky & Fienup, 2018; Rehfeldt, 2011) for a variety of complex human behaviors. In the current study, equivalence‐based instruction was used to train four participants to identify functional relations displayed in five different classes of graphs. Training resulted in the formation of five equivalence classes by all participants consisting of three members (graph, functional relation rule, and functional relation statement). In addition, the skills were maintained for up to 2 weeks and generalized to novel graphs.