Augmenting visual analysis in single-case research with hierarchical linear modeling.

The purpose of this article is to demonstrate how hierarchical linear modeling (HLM) can be used to enhance visual analysis of single-case research (SCR) designs. First, the authors demonstrated the use of growth modeling via HLM to augment visual analysis of a sophisticated single-case study. Data were used from a delayed multiple baseline design, across groups of participants, with an embedded changing criterion design in a single-case literacy project for students with moderate intellectual disabilities (MoID). Visual analysis revealed a functional relation between instruction and sight-word acquisition for all students. Growth HLM quantified relations at the group level and revealed additional information that included statistically significant variability among students at initial-baseline probe and also among growth trajectories within treatment subphases. Growth HLM showed that receptive vocabulary was a significant predictor of initial knowledge of sight words, and print knowledge significantly predicted growth rates in both treatment subphases. Next, to show the benefits of combining these methodologies to examine a different behavioral topography within a more commonly used SCR design, the authors used repeated-measures HLM and visual analysis to examine simulated data within an ABAB design. Visual analysis revealed a functional relation between a hypothetical intervention (e.g., token reinforcement) and a hypothetical dependent variable (e.g., performance of a target response). HLM supported the existence of a functional relation through tests of statistical significance and detected significant variance among participants' response to the intervention that would be impossible to identify visually. This study highlights the relevance of these procedures to the identification of evidence-based interventions.

Using simultaneous prompting to teach independent living and leisure skills to adults with severe intellectual disabilities.

The acquisition of independent living and leisure skills enables adults to experience an enhanced quality of life by increasing competence, self-reliance, and the development of autonomy. This study examined the effectiveness of simultaneous prompting to teach behavior chains (i.e., independent living and leisure skills) to adults with SID individually in their home environments. Participants included two adults with SID receiving services from a not-for-profit agency that provides community-based services and supports to persons with disabilities. The results of this study are the first to indicate the effectiveness of simultaneous prompting to teach independent living and leisure skills to adults with SID using a one-on-one format in their home environment. Both participants learned three different skills within 12-28 sessions and maintained each skill 1, 2, and 4 weeks after mastery.

Effects of error correction during assessment probes on the acquisition of sight words for students with moderate intellectual disabilities.

Simultaneous prompting is an errorless learning strategy designed to reduce the number of errors students make; however, research has shown a disparity in the number of errors students make during instructional versus probe trials. This study directly examined the effects of error correction versus no error correction during probe trials on the effectiveness and efficiency of simultaneous prompting on the acquisition of sight words by three middle school students with moderate intellectual disabilities. A single-case adapted alternating treatments (Sindelar, Rosenberg, & Wilson, 1985) embedded in a multiple baseline across word sets design was employed to examine the effects of error correction during probe trials in order to reduce error rates. A functional relation was established for two of the three students for the use of error correction during probe sessions to reduce error rates. Error correction during assessment probes required fewer sessions to criterion, resulted in fewer probe errors, resulted in a higher percentage of correct responding on the next subsequent trial, and required less total probe time. For two of the three students, probes with error correction resulted in a more rapid acquisition rate requiring fewer sessions to criterion.

Teaching the reading of connected text through sight-word instruction to students with moderate intellectual disabilities.

Sight-word instruction is the most common method of reading instruction for students with Moderate Intellectual Disabilities reported in the research literature. The purpose of this study was to go beyond instruction of single word units to instruction of multiple-word phrases. This study demonstrated the instruction of reading and comprehending individual words and connected text through the use of simultaneous prompting. Instruction progressed through a series of phases which systematically introduced various parts of speech and combinations of parts of speech. Following acquisition, students demonstrated generalization across connected text found in community environments and leisure-reading materials.

Using simultaneous prompting to teach sounds and blending skills to students with moderate intellectual disabilities.

The purpose of this study was to examine the effects of simultaneous prompting on acquisition of letter-sound correspondences and blending skills of previously taught words for three elementary students with moderate intellectual disabilities, and to measure generalization of those skills to untaught words. The three students were first taught to read five nouns using sight-word instruction. After acquisition of the five words the students were taught letter-sound correspondences and to blend the sounds in order to apply word-analysis skills. All the students demonstrated application of letter-sound correspondences and blending skills to read the five sight words and the untaught, generalization words. This study took place across two partial academic school years and therefore provides regression and recoupment data for the students.

Concept mastery routines to teach social skills to elementary children with high functioning autism.

Children with autism are included in general education classrooms for exposure to appropriate social models; however, simply placing children with autism with typical peers is insufficient for promoting desired gains in social skills. A multiple baseline design was used to explore the effects of concept mastery routines (CMR) on social skills for four elementary-age boys with high functioning autism. Visual and non-parametric analyses support the conclusion that small group instruction with typical peers via the CMR was effective for increasing responses, initiations, and recognition of emotional states. The skills taught in small groups generalized when the visual strategy of the completed concept diagram was taken to another setting. Most importantly, the four boys experienced improved social status following intervention.

Generalized use of a handheld prompting system.

This study determined the effectiveness of a commercially produced handheld computer, as a prompting system in facilitating the generalization and increasing the probability of long-term maintenance of vocational skills by adolescents with moderate intellectual disabilities. Four students successfully used the system in learning a task and then generalized the use of the prompting system to complete increasingly more complex tasks. Task performance was maintained at a 100% level for up to 9 weeks.

Use of static picture prompts versus video modeling during simulation instruction.

The purpose of this study was to compare the effectiveness and efficiency of static picture prompts and video modeling as classroom simulation strategies in combination with in vivo community instruction. Students with moderate intellectual disabilities were instructed in the tasks of withdrawing money from an ATM and purchasing items using a debit card. Both simulation strategies were effective and efficient at teaching the skills. The two simulation strategies were not functionally different in terms of number of trials to acquisition, number of errors, and number of instructional sessions to criterion.

An investigation of instructional scheduling arrangements for community-based instruction.

The instructional scheduling arrangements of simulated and community-based instruction across an equivalent set of functional and vocational skills were examined. Five secondary age students with moderate intellectual disabilities participated in four instructional scheduling arrangements measuring skill acquisition, generalization, and maintenance of functional tasks. The four instructional scheduling arrangements examined were simulated-only instruction (SOI), community-based instruction only (CBI), combination of SOI and CBI on consecutive school days (CCD), and combination of SOI and CBI on the same school day (CSD). The CSD schedule was significantly more effective for student acquisition performance than SOI, CBI, and CCD schedules. Although the CBI schedule resulted in the fewest number of instructional sessions for students to acquire the targeted skill, fewer sessions for skill generalization were required for students during the combined simulation and community instruction CSD schedule. Overall, both combined instructional scheduling arrangements (e.g., CCD, CSD) produced more efficient outcomes for generalization than SOI and CBI scheduling arrangements.