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Preston A, Szikszai P, Saini V, Brightman R. Evaluating an Excel-based tool for interpreting functional analyses: A functional analysis decision support system. J Appl Behav Anal 2024; 57:973-988. [PMID: 39036867 DOI: 10.1002/jaba.2901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 06/23/2024] [Indexed: 07/23/2024]
Abstract
When applied to functional analysis results, structured visual inspection criteria have resulted in improvements in the levels of agreement between raters as well as earlier identification of the function of challenging behavior. However, multistep criteria can be difficult to apply in real time, which could be a barrier to widespread adoption in practice. This study evaluated a Microsoft-Excel-based functional analysis decision support system (FADSS), which could aid behavior analysts with interpreting functional analysis results. Final overall agreement between the FADSS and post hoc visual inspection was high at 95%. Final overall agreement between the post hoc results generated by FADSS and ongoing results generated by FADSS was acceptable at 81%, representing a 50% increase in efficiency. These results indicate that FADSS could aid behavior analysts when interpreting functional analysis results in real time.
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Affiliation(s)
| | | | - Valdeep Saini
- Department of Applied Disability Studies, Brock University, St. Catharines, Ontario, Canada, CA
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Weber J, Fahmie T, Walker S, Lambert J, Copeland B, Freetly T, Zangrillo A. Exploring factors that influence the efficacy of functional communication training. J Appl Behav Anal 2024; 57:709-724. [PMID: 38698667 DOI: 10.1002/jaba.1078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 04/04/2024] [Indexed: 05/05/2024]
Abstract
Understanding factors that influence the efficacy of functional communication training has both practical and conceptual benefits. The current study extended research in this area by exploring data from 95 consecutive applications of functional communication training with extinction across two independent clinics. We selected candidate predictor variables based on conceptual analysis, conducted preliminary exploratory analyses, and then selectively applied quantitative methods that are used in precision medicine to examine their accuracy and predictive utility. Treatment outcomes were better when challenging behavior was maintained by a single function than they were when it was maintained by multiple functions; however, these differences were most apparent among cases with an escape function. We also analyzed within-session responding to explore the potential influence of unprogrammed establishing operations on decrements in treatment efficacy. Our within-session measure only distinguished responders from nonresponders when escape was one of the multiple functions. Additional research is needed to validate these findings with an independent sample and to address a number of clinical conceptual issues.
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Affiliation(s)
- Jessie Weber
- Severe Behavior Department, University of Nebraska Medical Center's Munroe Meyer Institute, Omaha, NE, USA
| | - Tara Fahmie
- Severe Behavior Department, University of Nebraska Medical Center's Munroe Meyer Institute, Omaha, NE, USA
| | - Seth Walker
- Severe Behavior Department, University of Nebraska Medical Center's Munroe Meyer Institute, Omaha, NE, USA
| | - Joseph Lambert
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| | - Bailey Copeland
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| | - Thomas Freetly
- Applied Behavioral Science Department, University of Kansas, Lawrence, KS, USA
| | - Amanda Zangrillo
- Severe Behavior Department, University of Nebraska Medical Center's Munroe Meyer Institute, Omaha, NE, USA
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Shawler LA, Castaneda-Velazquez G, Lafo G. Toward Maximizing Assessment Efficiency: A Synthesized Trial-Based Functional Analysis and Competing Stimulus Assessment. Behav Sci (Basel) 2024; 14:372. [PMID: 38785863 PMCID: PMC11118102 DOI: 10.3390/bs14050372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/01/2024] [Accepted: 04/18/2024] [Indexed: 05/25/2024] Open
Abstract
Despite the success of the standard functional analysis (FA), some limitations to conducting an FA in practice include time, resources, ecological relevance, and safety, which have led to the development of procedural adaptations such as trial-based and synthesized FA formats. The purpose of this case study was to identify the function(s) of self-injurious behavior (SIB) for a 3-year-old female with developmental disabilities using a brief trial-based FA with ecologically relevant synthesized contingencies, based on caregiver input, to minimize opportunities for SIB. We identified that positive physical attention likely functioned, at least in part, as a reinforcer for SIB, in less than 42 min. Overall harm to the child as a result of the synthesized trial-based FA was minimal, and the caregiver viewed the modified conditions favorably. We then assessed the role of competing stimuli on SIB rates with the child's mother and identified two potential items that may compete with attention as a reinforcer for SIB. Our findings highlight the utility and importance of individualized assessment as the first step in the safe treatment of severely challenging behavior.
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Affiliation(s)
- Lesley A. Shawler
- School of Psychological and Behavioral Sciences, Southern Illinois University, Carbondale, IL 62901, USA; (G.C.-V.)
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Paranczak JL, Lambert JM, Ledford JR, Copeland BA, Macdonald MJ. Deriving relations at multiple levels of complexity following minimal instruction: A demonstration. J Appl Behav Anal 2024; 57:408-425. [PMID: 38436116 DOI: 10.1002/jaba.1067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 02/12/2024] [Indexed: 03/05/2024]
Abstract
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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Affiliation(s)
| | - Joseph M Lambert
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| | - Jennifer R Ledford
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| | - Bailey A Copeland
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| | - M Janey Macdonald
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
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Standish CM, Banerjee I, Lambert JM, Houchins-Juarez N, Perry EC. Telehealth replication of the trial-based ongoing visual-inspection criteria. J Appl Behav Anal 2023. [PMID: 37157106 DOI: 10.1002/jaba.994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 04/18/2023] [Indexed: 05/10/2023]
Abstract
Trial-based functional analyses are valid assessments for identifying functions of problem behavior; however, there is little guidance in the literature on interpreting the resultant data from such assessments. The current study sought to extend Standish, Bailey, et al. (2021) by incorporating their trial-based ongoing visual-inspection criteria into a formative assessment process during a telehealth-based consultation for parents seeking treatment for their child's problem behavior. The results showed that parent-implemented trial-based functional analyses guided by the trial-based ongoing visual-inspection criteria resulted in an efficient assessment-to-intervention progression and that the treatments were both effective and socially valid.
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Affiliation(s)
| | - Ipshita Banerjee
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| | - Joseph M Lambert
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| | | | - Eugenia C Perry
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
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Lambert JM, Copeland BA, Paranczak JL, Macdonald MJ, Torelli JN, Houchins-Juarez NJ. Description and evaluation of a function-informed and mechanisms-based framework for treating challenging behavior. J Appl Behav Anal 2022; 55:1193-1219. [PMID: 35762194 DOI: 10.1002/jaba.940] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 05/31/2022] [Indexed: 11/10/2022]
Abstract
Individualization and iterative design are essential components of the assessment and treatment of challenging behavior. Currently, there are few validated frameworks for engaging in iterative processes. Due to the nature of single-case design, empirically rigorous evaluations of decision-tree processes are particularly prohibitive. Notwithstanding, evaluations are needed. In this paper we first describe a function-informed and mechanisms-based (FIMB) framework for selecting treatment components employed by a university-based practicum experience designed to expose pre-service practitioners to a valid treatment process for challenging behavior. Then, we share a completed retrospective consecutive case series across a 6-year period in which we conducted a technique analysis to identify which procedures were most commonly selected in the practicum, and the impact of those choices on client outcomes. The results suggest that the model can be highly effective for some, but not all, cases. Implications are discussed.
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Sunde E, Briggs AM, Mitteer DR. Reliability and validity of using structured visual-inspection criteria to interpret latency-based functional analysis outcomes. J Appl Behav Anal 2022; 55:871-890. [PMID: 35485501 DOI: 10.1002/jaba.926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 03/29/2022] [Accepted: 03/29/2022] [Indexed: 11/10/2022]
Abstract
Prior research has evaluated the reliability and validity of structured visual inspection (SVI) criteria for interpreting functional analysis (FA) outcomes (Hagopian et al., 1997; Roane et al., 2013). We adapted these criteria to meet the unique needs of interpreting latency-based FA outcomes and examined the reliability and validity of applying SVI criteria to 43 previously published latency-based FA datasets. Overall, raters agreed on SVI-determined FA outcomes (98% of functions and 95% of cases) and these outcomes corresponded well to the interpretations provided by the authors of these 43 datasets (94% of functions and 88% of cases), indicating a high degree of reliability and concurrent validity. Our findings suggest that the use of SVI criteria may (a) serve as an objective aid in the identification of behavioral function(s), (b) produce high levels of agreement among expert raters, and (c) serve as a useful resource when teaching students how to interpret latency-based FA outcomes.
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Affiliation(s)
| | | | - Daniel R Mitteer
- Children's Specialized Hospital-Rutgers University Center for Autism Research, Education, and Services.,Rutgers Robert Wood Johnson Medical School
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Standish CM, Lambert JM, Copeland BA, Bailey KM, Banerjee I, Lamers ME. Partially Automated Training for Implementing, Summarizing, and Interpreting Trial-Based Functional Analyses. JOURNAL OF BEHAVIORAL EDUCATION 2021; 32:239-260. [PMID: 34602803 PMCID: PMC8477999 DOI: 10.1007/s10864-021-09456-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/07/2021] [Indexed: 05/25/2023]
Abstract
Trial-based functional analysis (TBFA) is an accurate and ecologically valid assessment of challenging behavior. Further, there is evidence to suggest that individuals with minimal exposure to behavior analytic assessment methodology (e.g., parents, teachers) can quickly be trained to conduct TBFAs in naturalistic settings (e.g., schools, homes). Notwithstanding, the response effort associated with training development can be prohibitive and may preclude incorporation of TBFA into practice. To address this, we developed a partially automated training package, intended to increase the methodology's accessibility. Using a multiple-probe across skills design, we assessed the degree to which the package increased caregiver accuracy in (a) implementing TBFAs, (b) interpreting TBFA outcomes, and (c) managing TBFA data. Six caregivers completed this study and all demonstrated proficiency following training, first during structured roleplays and again during assessment of their child's actual challenging behavior.
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Affiliation(s)
- Cassandra M. Standish
- Department of Special Education, Vanderbilt University, PMB 230, Appleton Place, Nashville, TN 37203 USA
| | - Joseph M. Lambert
- Department of Special Education, Vanderbilt University, PMB 230, Appleton Place, Nashville, TN 37203 USA
| | - Bailey A. Copeland
- Department of Special Education, Vanderbilt University, PMB 230, Appleton Place, Nashville, TN 37203 USA
| | - Kathryn M. Bailey
- Department of Special Education, Vanderbilt University, PMB 230, Appleton Place, Nashville, TN 37203 USA
| | - Ipshita Banerjee
- Department of Special Education, Vanderbilt University, PMB 230, Appleton Place, Nashville, TN 37203 USA
| | - Mallory E. Lamers
- Department of Special Education, Vanderbilt University, PMB 230, Appleton Place, Nashville, TN 37203 USA
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