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Regnier SD, Mullis LC, Nugent A, Marcum T, Turner M, Schulz JA, Lile J, Shellenberg T, Stoops WW. Adapting a Functional Assessment of Cigarette Smoking for People with Intellectual and Developmental Disabilities. Behav Anal Pract 2025; 18:137-149. [PMID: 40092343 PMCID: PMC11904011 DOI: 10.1007/s40617-024-00958-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2024] [Indexed: 03/19/2025] Open
Abstract
There is a concerning lack of published smoking cessation research on people with intellectual and developmental disabilities (IDD). A Functional Assessment for Smoking Treatment Recommendations (FASTR) was recently developed to help personalize patients' tobacco treatment. Adapting this tool to effectively identify putative environmental variables that maintain smoking for people with IDD is predicted to improve current treatments. The purpose of this study was to pilot the FASTR with people with IDD to understand modifications necessary to implement it in this population. During 1-hour interviews participants (n = 8) described the extent they agreed with each FASTR statement using a Likert scale, corresponding to one of five potential functions of smoking (i.e., Automatic Positive, Automatic Negative, Social Positive, Social Negative, and Antecedent). Participants gave input on potential modifications to make the assessment more inclusive for people with IDD. A quantitative approach was used to pilot the FASTR and participant narratives were used to understand difficulties and potential modifications. For each participant a function was endorsed if the average response to questions corresponding to that function was greater than 3 (neutral) or over 50% "yes" responses. The two most frequently endorsed functions were Automatic Negative (87.5% participants) and Social Negative (75% of participants). Participants recommended making the focus of each statement larger and in bold so respondents can understand the most important part of the statement. The FASTR was modified based on their feedback and will be distributed to a larger sample of people with IDD for further validation.
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Affiliation(s)
- Sean D. Regnier
- Department of Behavioral Science, Medical Behavioral Science Building, University of Kentucky College of Medicine, 1100 Veterans Drive, Lexington, KY 40536-0086 USA
| | - Lindsey C. Mullis
- Human Development Institute, University of Kentucky, Lexington, KY 40508 USA
| | - Austin Nugent
- Human Development Institute, University of Kentucky, Lexington, KY 40508 USA
| | - Trenton Marcum
- Human Development Institute, University of Kentucky, Lexington, KY 40508 USA
| | - Morgan Turner
- Human Development Institute, University of Kentucky, Lexington, KY 40508 USA
| | - Jonathan A. Schulz
- Vermont Center on Behavior and Health, Department of Psychiatry, University of Vermont, Burlington, VT USA
| | - Joshua Lile
- Department of Behavioral Science, Medical Behavioral Science Building, University of Kentucky College of Medicine, 1100 Veterans Drive, Lexington, KY 40536-0086 USA
- Department of Psychiatry, University of Kentucky College of Medicine, Lexington, KY 40509-1810 USA
- Department of Psychology, University of Kentucky College of Arts and Sciences, Lexington, KY 40506-0044 USA
| | - Thomas Shellenberg
- Department of Behavioral Science, Medical Behavioral Science Building, University of Kentucky College of Medicine, 1100 Veterans Drive, Lexington, KY 40536-0086 USA
- Department of Psychology, University of Kentucky College of Arts and Sciences, Lexington, KY 40506-0044 USA
| | - William W. Stoops
- Department of Behavioral Science, Medical Behavioral Science Building, University of Kentucky College of Medicine, 1100 Veterans Drive, Lexington, KY 40536-0086 USA
- Department of Psychiatry, University of Kentucky College of Medicine, Lexington, KY 40509-1810 USA
- Department of Psychology, University of Kentucky College of Arts and Sciences, Lexington, KY 40506-0044 USA
- Center on Drug and Alcohol Research, University of Kentucky College of Medicine, Lexington, KY 40508 USA
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2
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Cox DJ. The Challenges Ahead: Concepts, Analytics, and Ethics of Value-Based Care in Applied Behavior Analysis. Behav Anal Pract 2024; 17:949-966. [PMID: 39790917 PMCID: PMC11707211 DOI: 10.1007/s40617-024-00937-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/01/2024] [Indexed: 01/12/2025] Open
Abstract
Value-based care has incrementally increased its footprint across healthcare over the past 2 decades. Several organizations in ABA have begun experimenting with various components of value-based care specific to the delivery of ABA services and it seems likely that this trend will continue into the future. For those new to value-based care, this article reviews the main conceptual components as well as common myths and misconceptions about value-based care. Though conceptually straightforward, practically pulling off value-based care in ABA will require significant advancements in data collection, analytics, sharing, and transparency that follow from broad field-wide collaboration. Further, many ethical questions will likely arise as ABA providers begin thinking about and assessing their clinical and business operations through a value-based care lens. Though value-based care will likely roll out slowly and incrementally over many years, ABA providers interested in participating or leading these conversations will likely benefit from focusing collaborative efforts around: normalizing data sharing and self-analysis; defining and developing quality and cost measures; identifying patient risk variables; addressing challenges at the intersection of public health ethics and clinical ethics; and addressing challenges at the intersection of AI ethics and clinical ethics. Most probably agree that optimizing patient outcomes is the goal of ABA services. However, doing it in an objective, measurable, and consistent manner that can be validated by third-parties will require overcoming significant challenges.
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Affiliation(s)
- David J. Cox
- RethinkFirst, New York, NY USA
- Endicott College, Beverly, MA USA
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Metras RL, Hanley GP, Carbone MJ. Distance-Based Collaborations for Assessing and Treating Challenging Behavior. J Autism Dev Disord 2024; 54:3587-3604. [PMID: 37620690 DOI: 10.1007/s10803-023-06085-5] [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] [Accepted: 07/27/2023] [Indexed: 08/26/2023]
Abstract
An interview-informed synthesized contingency analysis (IISCA; Hanley et al. in J Appl Behav Anal 47:16-36, 2014) and related skill-based treatment process can result in socially valid outcomes for clients exhibiting severe challenging behavior when implemented by professionals and then transferred to parents (e.g., Santiago et al. in J Autism Dev Disord 46:797-811, 2016). However, many families do not have access to professionals trained to implement functional analyses or function-based treatments (Deochand & Fuqua Behav Anal Pract 9:243-252, 2016). Experimenters in the present study coached three parents of children with autism exhibiting severe challenging behavior through implementing an IISCA and resulting skill-based treatment process through distance-based collaborative consulting. All parents achieved differentiated functional analyses, taught their children to emit functional replacement skills, and reduced challenging behavior relative to baseline.
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Affiliation(s)
- Rachel L Metras
- Virginia Institute of Autism, Charlottesville, VA, USA.
- Department of Curriculum, Instruction, & Special Education, University of Virginia, Charlottesville, VA, USA.
| | - Gregory P Hanley
- Department of Psychology, Western New England University, Springfield, MA, USA
- FTF Behavioral Consulting, Worcester, MA, USA
| | - Matthew J Carbone
- Department of Psychology, Western New England University, Springfield, MA, USA
- FTF Behavioral Consulting, Worcester, MA, USA
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Pollack MS, Lloyd BP, Doyle LE, Santini MA, Crowell GE. Are Function-Based Interventions for Students with Emotional/Behavioral Disorders Trauma Informed? A Systematic Review. Behav Anal Pract 2024; 17:709-726. [PMID: 39391191 PMCID: PMC11461383 DOI: 10.1007/s40617-023-00893-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2023] [Indexed: 10/12/2024] Open
Abstract
Students with emotional/behavioral disorders (EBD) commonly engage in both externalizing and internalizing behaviors-a behavioral profile that has been connected to childhood trauma. Although the efficacy of function-based interventions for students with EBD has been documented, the extent to which these interventions align with principles of trauma-informed care (TIC) is unknown. We conducted a systematic review of function-based intervention studies for students with EBD to evaluate whether and how these interventions incorporated critical elements of TIC. We identified 56 articles that met the eligibility criteria and used an iterative process to identify intervention practices consistent with each of six pillars of TIC, then evaluated the extent to which interventions in the study sample incorporated these practices. Despite identifying 45 function-based intervention practices aligned with pillars of TIC, we found most of these practices were absent in most interventions. We identified teaching skills, building healthy relationships, and including family, culture, and community as three pillars of TIC that warrant more attention when developing function-based interventions for students with EBD. For pillars of TIC that lack a strong empirical foundation in behavior analysis, we point to related literatures and disciplines with potential to inform next steps in behavior analytic research and practice.
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Affiliation(s)
- Marney S. Pollack
- Department of Special Education, Peabody College at Vanderbilt University, Box 228 Peabody College, 230 Appleton Place, Nashville, TN 37203 USA
| | - Blair P. Lloyd
- Department of Special Education, Peabody College at Vanderbilt University, Box 228 Peabody College, 230 Appleton Place, Nashville, TN 37203 USA
| | - Lilian E. Doyle
- Department of Special Education, Peabody College at Vanderbilt University, Box 228 Peabody College, 230 Appleton Place, Nashville, TN 37203 USA
| | - Matthew A. Santini
- Department of Special Education, Peabody College at Vanderbilt University, Box 228 Peabody College, 230 Appleton Place, Nashville, TN 37203 USA
| | - Gabrielle E. Crowell
- Department of Special Education, Peabody College at Vanderbilt University, Box 228 Peabody College, 230 Appleton Place, Nashville, TN 37203 USA
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Slaton JD, Davis M, DePetris DA, Raftery KJ, Daniele S, Caruso CM. Long-term effectiveness and generality of practical functional assessment and skill-based treatment. J Appl Behav Anal 2024; 57:635-656. [PMID: 38804601 DOI: 10.1002/jaba.1090] [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: 09/13/2023] [Accepted: 05/03/2024] [Indexed: 05/29/2024]
Abstract
There are several considerations to address when conducting functional communication training for challenging behavior in a school setting, such as the need for schedule thinning and maintenance across staff and the need to establish a variety of appropriate classroom skills. There are several strategies for conducting schedule thinning following functional communication training and for transferring effects across people or settings. However, there are few examples of these processes in natural settings with relevant caregivers and with long-term maintenance of effects. We implemented a functional assessment and skill-based treatment process with six children with autism in a specialized school setting and extended treatment until challenging behavior was reduced to near-zero levels across multiple staff and settings. Follow-up data indicate that effects were still observed 1 year posttreatment and the use of crisis procedures (e.g., physical restraint) was eliminated for all participants.
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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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Suchowierska-Stephany M. Functional analysis: what have we learned in 85 years? POSTEPY PSYCHIATRII NEUROLOGII 2023; 32:188-199. [PMID: 38559604 PMCID: PMC10976622 DOI: 10.5114/ppn.2024.135277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 08/28/2023] [Indexed: 04/04/2024]
Abstract
Purpose Even though the term "functional analysis" (FA) is prevalent in the current behavioral literature, the concept and process have roots in the early days of basic research in behavior analysis. Furthermore, the methodology developed in the field of FA has been one of the most significant advances in research on challenging behaviors over the past four decades. The current article reviews the history of the term "functional analysis" and research related to experimental FA. The aim is to summarize what the field of behavior analysis has learned about this powerful methodology. Views FA is considered a gold standard of functional assessment. However, several arguments about limitations relating to methodological issues in FA and its ecological validity have been put forward. Some of these shortcomings include constraints on the time available for assessment, the risk posed by severe problem behavior, and the inability to exert tight control over environmental conditions. Conclusions The literature on the subject clearly shows that refinements have been aimed not only at improving some of the methodological characteristics of FA but also at adapting the strategy for real-world application. Practical functional assessment (known as interview-informed synthesized contingency analysis [IISCA]) is a contemporary approach to assessing and treating problem behavior. Recent research on IISCA offers empirical support for the practical functional assessment and skill-based treatment model, confirming that it can obtain sustainable and socially meaningful reductions in problem behavior. Nevertheless, more research is needed to address procedural variations in, and the utility and social validity of, IISCA.
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Layman LN, Dufrene BA, Ackley MM, Weaver CM, Schneider DE, LaBrot ZC, Taylor CN, Rahaman JA, Tawney KN, Hart T, Olmi DJ. Interview-Informed Synthesized Contingency Analyses on Challenging Problem Behavior: a Single-Case Meta-analysis. REVIEW JOURNAL OF AUTISM AND DEVELOPMENTAL DISORDERS 2023. [DOI: 10.1007/s40489-023-00357-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
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Melanson IJ, Fahmie TA. Functional analysis of problem behavior: A 40-year review. J Appl Behav Anal 2023; 56:262-281. [PMID: 36892835 DOI: 10.1002/jaba.983] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 02/19/2023] [Indexed: 03/10/2023]
Abstract
Extensive reviews of functional analysis literature were conducted 10 (Beavers et al., 2013) and 20 (Hanley et al., 2003) years ago; we expanded this review to capture the vast and innovative functional analysis research that has occurred over the past decade. Our review produced 1,333 functional analysis outcomes from 326 studies on the functional analysis of problem behavior between June 2012 and May 2022. Some characteristics of functional analysis studies were similar across the current and previous two reviews (e.g., child participants, developmental disability diagnosis, use of line graphs depicting session means, differentiated response outcomes). Other characteristics deviated from the previous two reviews (e.g., increase in autistic representation, outpatient settings, use of supplementary assessments, the inclusion of tangible conditions, and multiple function outcomes; decrease in session durations). We update previously reported participant and methodological characteristics, summarize outcomes, comment on recent trends, and propose future directions in the functional analysis literature.
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Affiliation(s)
- Isaac J Melanson
- University of Nebraska Medical Center's Munroe-Meyer Institute, Severe Behavior Department, Omaha, United States
| | - Tara A Fahmie
- University of Nebraska Medical Center's Munroe-Meyer Institute, Severe Behavior Department, Omaha, United States
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Staubitz JL, Staubitz JE, Pollack MS, Haws RA, Hopton M. Effects of an enhanced choice model of skill‐based treatment for students with emotional/behavioral disorders. J Appl Behav Anal 2022; 55:1306-1341. [DOI: 10.1002/jaba.952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 08/21/2022] [Indexed: 11/11/2022]
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11
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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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Zheng ZK, Staubitz J, Jessel J, Fruchtman T, Sarkar N. Validating a Computerized Program for Supporting Visual Analysis During Functional Analysis: The Problem Behavior Multilevel Interpreter (PB.MI). Behav Anal Pract 2022; 15:485-494. [PMID: 35692532 PMCID: PMC9120334 DOI: 10.1007/s40617-021-00656-7] [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] [Accepted: 09/03/2021] [Indexed: 11/24/2022] Open
Abstract
Computerized programs have been specifically developed in the field of applied behavior analysis for the purpose of automating data collection. Although they can potentially improve practicality of data collection for applied researchers and clinicians, program features of existing computerized programs do not include graphs and data interpretation generated in real time. We developed the Problem Behavior Multilevel Interpreter (PB.MI), which is designed to (a) allow for ongoing visual analysis of data displayed in real time and (b) support visual analysis with a computerized interpretation of functional control. The program was intended to be used during the functional analysis of problem behavior, specifically the single-session, interview-informed synthesized contingency analysis. In this article, we describe the program's functioning abilities and how we validated those abilities. In addition, we discuss the PB.MI program's practical utility. Supplementary Information The online version contains supplementary material available at 10.1007/s40617-021-00656-7.
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Affiliation(s)
- Z. Kevin Zheng
- Vanderbilt University, Department of Mechanical Engineering, Nashville, TN USA
| | - John Staubitz
- Vanderbilt University Medical Center, Nashville, TN USA
| | - Joshua Jessel
- Queens College, Psychology Department, 65-30 Kissena Boulevard, Queens, Flushing, NY 11367 USA
| | - Tess Fruchtman
- Queens College, Psychology Department, 65-30 Kissena Boulevard, Queens, Flushing, NY 11367 USA
| | - Nilanjan Sarkar
- Vanderbilt University, Department of Mechanical Engineering, Nashville, TN USA
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Muharib R, Dowdy A, Rajaraman A, Jessel J. Contingency-based delay to reinforcement following functional communication training for autistic individuals: A multilevel meta-analysis. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2021; 26:761-781. [PMID: 34961394 DOI: 10.1177/13623613211065540] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
LAY ABSTRACT Functional communication training, an intervention for challenging behavior rooted in principles of applied behavior analysis, has copious empirical support dating back to the mid-1980s for autistic individuals. Recently, there has been a concerted effort to thin reinforcement delivery during functional communication training using contingency-based delays that, in turn, are designed to enhance practicality and feasibility while not compromising efficacy. In this synthesis, we meta-analyzed the literature base with the goal of investigating both combined and across type effectiveness of contingency-based delays. We also aimed to investigate moderating variables that might impact intervention outcomes. Findings showed that contingency-based delays were effective for individuals with an autism spectrum disorder diagnosis and most effective when the delay incorporated some form of positive reinforcement. In addition, differential reinforcement of alternative-based delays was overall more effective when compared to differential reinforcement of other behavior-based delays. Noteworthy moderating variables found to impact contingency-based delay efficacy included the intervention dosage and the topography of behavior. We discuss these findings and highlight directions where additional empirical research is warranted to improve our understanding about contingency-based delays for individuals diagnosed with autism spectrum disorder.
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Irwin Helvey C, Van Camp CM. Further comparison of isolated and synthesized contingencies in functional analyses. J Appl Behav Anal 2021; 55:154-168. [PMID: 34796961 DOI: 10.1002/jaba.890] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 10/31/2021] [Accepted: 10/31/2021] [Indexed: 11/11/2022]
Abstract
Recent research on functional analyses (FAs) has examined the extent to which problem behavior is maintained by single (isolated) or combined (synthesized) reinforcement contingencies. Outcomes of these analyses might differ depending on the sources of information that are used to inform contingencies included in test conditions. The purpose of the current study was to compare the outcomes of isolated FAs and synthesized contingency analyses (SCAs) with 3 participants. Conditions in both analyses were informed by interviews and both unstructured and structured observations. Problem behavior for all 3 participants was maintained by 1 or 2 isolated reinforcers. Results suggested false-positive SCA results for 2 participants. For 1 participant, a second isolated reinforcer was identified following the SCA, indicating the induction of a novel function. Implications for the use of isolated and synthesized consequences are discussed, as well as the predictive validity of the assessments that are used to inform them.
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Alakhzami M, Chitiyo M. Using Functional Communication Training to Reduce Self-Injurious Behavior for Individuals with Autism Spectrum Disorder. J Autism Dev Disord 2021; 52:3586-3597. [PMID: 34417654 DOI: 10.1007/s10803-021-05246-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/15/2021] [Indexed: 10/20/2022]
Abstract
Children with autism spectrum disorders (ASD) have a high risk of developing self-injurious behavior (SIB), which is often a result of deficits in communication skills. The use of functional communication training (FCT) to address SIB maintained by negative reinforcement among children with ASD is supported by an emerging trend of behavioral research. The purpose of this study was to examine the effects of FCT on the SIB of children with ASD and to find out if the results would be maintained during periods of nonreinforcement. The results indicated significant reduction in SIB for all three participants and maintained for over two weeks following the withdrawal of the intervention. However, resurgence of SIB occurred when extinction was implemented for all participants.
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Affiliation(s)
- Maryam Alakhzami
- Special Education-Autism Spectrum Disorder At Duquesne University, Pittsburgh, PA, USA.
| | - Morgan Chitiyo
- School of Education, Duquesne University, Pittsburgh, PA, USA.,School of Education, University of North Carolina, Greensboro, NC, USA
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Metras RL, Jessel J. Adaptations of the interview-informed synthesized contingency analysis. J Appl Behav Anal 2021; 54:877-881. [PMID: 34028020 DOI: 10.1002/jaba.849] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 05/05/2021] [Accepted: 05/05/2021] [Indexed: 11/10/2022]
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Hassan M, Kyonka EGE. A Behavior Analytic Perspective on Treatment of Problem Gaming and Problem Social Media Use. PSYCHOLOGICAL RECORD 2021. [DOI: 10.1007/s40732-021-00465-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Rajaraman A, Hanley GP, Gover HC, Staubitz JL, Staubitz JE, Simcoe KM, Metras R. Minimizing Escalation by Treating Dangerous Problem Behavior Within an Enhanced Choice Model. Behav Anal Pract 2021; 15:219-242. [DOI: 10.1007/s40617-020-00548-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/21/2020] [Indexed: 11/25/2022] Open
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Zheng ZK, Staubitz JE, Weitlauf AS, Staubitz J, Pollack M, Shibley L, Hopton M, Martin W, Swanson A, Juárez P, Warren ZE, Sarkar N. A Predictive Multimodal Framework to Alert Caregivers of Problem Behaviors for Children with ASD (PreMAC). SENSORS 2021; 21:s21020370. [PMID: 33430371 PMCID: PMC7826816 DOI: 10.3390/s21020370] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Revised: 12/17/2020] [Accepted: 01/04/2021] [Indexed: 11/16/2022]
Abstract
Autism Spectrum Disorder (ASD) impacts 1 in 54 children in the US. Two-thirds of children with ASD display problem behavior. If a caregiver can predict that a child is likely to engage in problem behavior, they may be able to take action to minimize that risk. Although experts in Applied Behavior Analysis can offer caregivers recognition and remediation strategies, there are limitations to the extent to which human prediction of problem behavior is possible without the assistance of technology. In this paper, we propose a machine learning-based predictive framework, PreMAC, that uses multimodal signals from precursors of problem behaviors to alert caregivers of impending problem behavior for children with ASD. A multimodal data capture platform, M2P3, was designed to collect multimodal training data for PreMAC. The development of PreMAC integrated a rapid functional analysis, the interview-informed synthesized contingency analysis (IISCA), for collection of training data. A feasibility study with seven 4 to 15-year-old children with ASD was conducted to investigate the tolerability and feasibility of the M2P3 platform and the accuracy of PreMAC. Results indicate that the M2P3 platform was well tolerated by the children and PreMAC could predict precursors of problem behaviors with high prediction accuracies.
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Affiliation(s)
- Zhaobo K. Zheng
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37240, USA;
- Correspondence:
| | - John E. Staubitz
- Treatment and Research Institute of Autism Spectrum Disorders, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.E.S.); (A.S.W.); (L.S.); (M.H.); (W.M.); (A.S.); (P.J.); (Z.E.W.)
| | - Amy S. Weitlauf
- Treatment and Research Institute of Autism Spectrum Disorders, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.E.S.); (A.S.W.); (L.S.); (M.H.); (W.M.); (A.S.); (P.J.); (Z.E.W.)
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN 37240, USA
| | - Johanna Staubitz
- Department of Special Education, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.S.); (M.P.)
| | - Marney Pollack
- Department of Special Education, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.S.); (M.P.)
| | - Lauren Shibley
- Treatment and Research Institute of Autism Spectrum Disorders, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.E.S.); (A.S.W.); (L.S.); (M.H.); (W.M.); (A.S.); (P.J.); (Z.E.W.)
| | - Michelle Hopton
- Treatment and Research Institute of Autism Spectrum Disorders, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.E.S.); (A.S.W.); (L.S.); (M.H.); (W.M.); (A.S.); (P.J.); (Z.E.W.)
| | - William Martin
- Treatment and Research Institute of Autism Spectrum Disorders, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.E.S.); (A.S.W.); (L.S.); (M.H.); (W.M.); (A.S.); (P.J.); (Z.E.W.)
| | - Amy Swanson
- Treatment and Research Institute of Autism Spectrum Disorders, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.E.S.); (A.S.W.); (L.S.); (M.H.); (W.M.); (A.S.); (P.J.); (Z.E.W.)
| | - Pablo Juárez
- Treatment and Research Institute of Autism Spectrum Disorders, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.E.S.); (A.S.W.); (L.S.); (M.H.); (W.M.); (A.S.); (P.J.); (Z.E.W.)
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN 37240, USA
- Department of Special Education, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.S.); (M.P.)
| | - Zachary E. Warren
- Treatment and Research Institute of Autism Spectrum Disorders, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.E.S.); (A.S.W.); (L.S.); (M.H.); (W.M.); (A.S.); (P.J.); (Z.E.W.)
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN 37240, USA
- Department of Special Education, Vanderbilt University Medical Center, Nashville, TN 37240, USA; (J.S.); (M.P.)
| | - Nilanjan Sarkar
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN 37240, USA;
- Department of Electrical Engineering and Computer Science, Vanderbilt University, Nashville, TN 37240, USA
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Coffey AL, Shawler LA, Jessel J, Bain T, Nye M, Dorsey MF. Generality of the practical functional assessment and skill‐based treatment among individuals with autism and mental health disorders. BEHAVIORAL INTERVENTIONS 2020. [DOI: 10.1002/bin.1755] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Amanda L. Coffey
- School of Education Endicott College Beverly Massachusetts USA
- Behavior Network McKinney Texas USA
| | - Lesley A. Shawler
- School of Education Endicott College Beverly Massachusetts USA
- Behavior Network McKinney Texas USA
| | - Joshua Jessel
- Department of Psychology Division of Mathematics and the Natural Sciences Queens College Queens New York USA
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21
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Tiger JH, Effertz HM. On the validity of data produced by isolated and synthesized contingencies during the functional analysis of problem behavior. J Appl Behav Anal 2020; 54:853-876. [DOI: 10.1002/jaba.792] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 09/09/2020] [Accepted: 09/09/2020] [Indexed: 11/08/2022]
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