Behavior Modification最新文献

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Further Progress Toward Automating Functional Analysis Interpretation. 自动化功能分析解释的进一步进展。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2024-01-01 Epub Date: 2023-09-09 DOI: 10.1177/01454455231195825
Jonathan E Friedel, Alison D Cox, Sarah Davis
{"title":"Further Progress Toward Automating Functional Analysis Interpretation.","authors":"Jonathan E Friedel, Alison D Cox, Sarah Davis","doi":"10.1177/01454455231195825","DOIUrl":"10.1177/01454455231195825","url":null,"abstract":"<p><p>It is considered best practice to conduct a functional analysis and visually inspect data collected to determine the function of problem behavior, which then informs the intervention approaches applied. Visual inspection has been described as a \"subjective\" process that may be affected by factors unrelated to the data. Structured decision-making guidelines have been established to address some of these shortcomings. The current paper is a follow-up to earlier work describing positive outcomes related to the viability of a decision support system based on structured criteria from Roane et al. Here, we demonstrate important improvements in a computer script's interpretation of functional analysis data, including improvement in agreement between the updated computer script version and experienced human raters (89%) compared to our original agreement outcomes (81%). This paper further supports the use of decision support systems for functional analysis interpretation.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10188059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Visual Aid and Objective Rule Encompassing the Data Features of Visual Analysis. 包含可视化分析数据特征的可视化辅助和客观规则。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2019-06-05 DOI: 10.1177/0145445519854323
Rumen Manolov, Kimberly J Vannest
{"title":"A Visual Aid and Objective Rule Encompassing the Data Features of Visual Analysis.","authors":"Rumen Manolov,&nbsp;Kimberly J Vannest","doi":"10.1177/0145445519854323","DOIUrl":"10.1177/0145445519854323","url":null,"abstract":"<p><p>Visual analysis of single-case research is commonly described as a gold standard, but it is often unreliable. Thus, an objective tool for applying visual analysis is necessary, as an alternative to the Conservative Dual Criterion, which presents some drawbacks. The proposed free web-based tool enables assessing change in trend and level between two adjacent phases, while taking data variability into account. The application of the tool results in (a) a dichotomous decision regarding the presence or absence of an immediate effect, a progressive or delayed effect, or an overall effect and (b) a quantification of overlap. The proposal is evaluated by applying it to both real and simulated data, obtaining favorable results. The visual aid and the objective rules are expected to make visual analysis more consistent, but they are not intended as a substitute for the analysts' judgment, as a formal test of statistical significance, or as a tool for assessing social validity.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0145445519854323","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37306450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 29
An Algorithm to Evaluate Methodological Rigor and Risk of Bias in Single-Case Studies. 单例研究中评估方法严谨性和偏倚风险的算法。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2019-08-30 DOI: 10.1177/0145445519863035
Michael Perdices, Robyn L Tate, Ulrike Rosenkoetter
{"title":"An Algorithm to Evaluate Methodological Rigor and Risk of Bias in Single-Case Studies.","authors":"Michael Perdices,&nbsp;Robyn L Tate,&nbsp;Ulrike Rosenkoetter","doi":"10.1177/0145445519863035","DOIUrl":"10.1177/0145445519863035","url":null,"abstract":"<p><p>Critical appraisal scales play an important role in evaluating methodological rigor (MR) of between-groups and single-case designs (SCDs). For intervention research this forms an essential basis for ascertaining the strength of evidence. Yet, few such scales provide classifications that take into account the differential weighting of items contributing to internal validity. This study aimed to develop an algorithm derived from the Risk of Bias in N-of-1 Trials (RoBiNT) Scale to classify MR and risk of bias magnitude in SCDs. The algorithm was applied to 46 SCD experiments. Two experiments (4%) were classified as Very High MR, 14 (30%) as High, 5 (11%) as Moderate, 2 (4%) as Fair, 2 (4%) as Low, and 21 (46%) as Very Low. These proportions were comparable to the What Works Clearinghouse classifications: 13 (28%) met standards, 8 (17%) met standards with reservations, and 25 (54%) did not meet standards. There was strong association between the two classification systems.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0145445519863035","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49024358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 20
Transition States in Single Case Experimental Designs. 单例实验设计中的过渡态。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2019-04-09 DOI: 10.1177/0145445519839213
Kristen M Brogan, John T Rapp, Bailey R Sturdivant
{"title":"Transition States in Single Case Experimental Designs.","authors":"Kristen M Brogan,&nbsp;John T Rapp,&nbsp;Bailey R Sturdivant","doi":"10.1177/0145445519839213","DOIUrl":"10.1177/0145445519839213","url":null,"abstract":"<p><p>The continuation of a baseline pattern of responding into a treatment phase, sometimes referred to as a \"transition state,\" can obscure interpretation of data depicted in single-case experimental designs (SCEDs). For example, when using visual analysis, transition states may lead to the conclusion that the treatment is ineffective. Likewise, the inclusion of overlapping data points in some statistical analyses may lead to conclusions that the treatment had a small effect size and give rise to publication bias. This study reviewed 20 volumes in a journal that publishes primarily SCEDs studies. We defined a transition state as a situation wherein at least the first three consecutive data points of a treatment phase or condition are within the range of the baseline phase or condition. Results indicate that transitions states (a) were present for 7.4% of graphs that met inclusion criteria and (b) occurred for a mean of 4.9 data points before leading to behavior change. We discuss some implications and directions for future research on transition states.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0145445519839213","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37132409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
An Exploration of Intervention Augmentation in a Single Case. 单例介入增强的探索。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2018-08-23 DOI: 10.1177/0145445518796202
James F Boswell, Carly M Schwartzman
{"title":"An Exploration of Intervention Augmentation in a Single Case.","authors":"James F Boswell,&nbsp;Carly M Schwartzman","doi":"10.1177/0145445518796202","DOIUrl":"10.1177/0145445518796202","url":null,"abstract":"<p><p>Recent work has highlighted that process-outcome relationships are likely to vary depending on the client, yet much work remains to be done in the area of tailoring interventions to a given client. This naturalistic single-case analysis provides an example of augmenting a treatment protocol with \"off protocol\" relaxation methods, based on routinely collected outcome information to guide shared decision making. Intensive case study analyses were applied to one client with principal generalized anxiety disorder and comorbid major depressive disorder receiving transdiagnostic cognitive-behavioral therapy. The client completed two routine anxiety and depression symptom and functioning scales prior to each session of naturalistic treatment. Time series analyses were applied to the two symptom measures. Among the results, (a) significant linear decreases in anxiety and depression from baseline to posttreatment were observed; and (b) the introduction of relaxation methods had a significant impact on the course of anxiety symptom change. In conclusion, routine outcome assessment can be used to inform intervention augmentation with individual clients. Furthermore, regular assessment is needed to determine if a client may benefit from an alternative set of specific intervention strategies.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0145445518796202","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36422140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
An Examination of Measurement Procedures and Characteristics of Baseline Outcome Data in Single-Case Research. 单例研究中基线结果数据的测量程序和特征的检查。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2019-08-02 DOI: 10.1177/0145445519864264
James E Pustejovsky, Daniel M Swan, Kyle W English
{"title":"An Examination of Measurement Procedures and Characteristics of Baseline Outcome Data in Single-Case Research.","authors":"James E Pustejovsky,&nbsp;Daniel M Swan,&nbsp;Kyle W English","doi":"10.1177/0145445519864264","DOIUrl":"10.1177/0145445519864264","url":null,"abstract":"<p><p>There has been growing interest in using statistical methods to analyze data and estimate effect size indices from studies that use single-case designs (SCDs), as a complement to traditional visual inspection methods. The validity of a statistical method rests on whether its assumptions are plausible representations of the process by which the data were collected, yet there is evidence that some assumptions-particularly regarding normality of error distributions-may be inappropriate for single-case data. To develop more appropriate modeling assumptions and statistical methods, researchers must attend to the features of real SCD data. In this study, we examine several features of SCDs with behavioral outcome measures in order to inform development of statistical methods. Drawing on a corpus of over 300 studies, including approximately 1,800 cases, from seven systematic reviews that cover a range of interventions and outcome constructs, we report the distribution of study designs, distribution of outcome measurement procedures, and features of baseline outcome data distributions for the most common types of measurements used in single-case research. We discuss implications for the development of more realistic assumptions regarding outcome distributions in SCD studies, as well as the design of Monte Carlo simulation studies evaluating the performance of statistical analysis techniques for SCD data.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0145445519864264","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47986897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 16
Consistency in Single-Case ABAB Phase Designs: A Systematic Review. 单一案例ABAB阶段设计的一致性:系统综述。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2019-06-19 DOI: 10.1177/0145445519853793
René Tanious, Tamal Kumar De, Bart Michiels, Wim Van den Noortgate, Patrick Onghena
{"title":"Consistency in Single-Case ABAB Phase Designs: A Systematic Review.","authors":"René Tanious,&nbsp;Tamal Kumar De,&nbsp;Bart Michiels,&nbsp;Wim Van den Noortgate,&nbsp;Patrick Onghena","doi":"10.1177/0145445519853793","DOIUrl":"10.1177/0145445519853793","url":null,"abstract":"<p><p>The current article presents a systematic review of consistency in single-case ABAB phase designs. We applied the CONsistency of DAta Patterns (CONDAP) measure to a sample of 460 data sets retrieved from 119 applied studies published over the past 50 years. The main purpose was to (a) identify typical CONDAP values found in published ABAB designs and (b) develop interpretational guidelines for CONDAP to be used for future studies to assess the consistency of data patterns from similar phases. The overall distribution of CONDAP values is right-skewed with several extreme values to the right of the center of the distribution. The B-phase CONDAP values fall within a narrower range than the A-phase CONDAP values. Based on the cumulative distribution of CONDAP values, we offer the following interpretational guidelines in terms of consistency: very high, 0 ≤ CONDAP ≤ 0.5; high, 0.5 < CONDAP ≤ 1; medium, 1 < CONDAP < 1.5; low, 1.5 < CONDAP ≤ 2; very low, CONDAP > 2. We give examples of combining CONDAP benchmarks with visual analysis of single-case ABAB phase designs and conclude that the majority of data patterns (41.2%) in published ABAB phase designs is medium consistent.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0145445519853793","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37347823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Rethinking Research on Prediction and Prevention of Psychotherapy Dropout: A Mechanism-Oriented Approach. 心理治疗退出预测与预防研究的反思:一种机制导向的方法。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2018-08-05 DOI: 10.1177/0145445518792251
Andrew A Cooper, Alexander C Kline, Allison L Baier, Norah C Feeny
{"title":"Rethinking Research on Prediction and Prevention of Psychotherapy Dropout: A Mechanism-Oriented Approach.","authors":"Andrew A Cooper,&nbsp;Alexander C Kline,&nbsp;Allison L Baier,&nbsp;Norah C Feeny","doi":"10.1177/0145445518792251","DOIUrl":"10.1177/0145445518792251","url":null,"abstract":"Dropout is a ubiquitous psychotherapy outcome in clinical practice and treatment research alike, yet it remains a poorly understood problem. Contemporary dropout research is dominated by models of prediction that lack a strong theoretical foundation, often drawing on data from clinical trials that report on dropout in an inconsistent and incomplete fashion. In this article, we assert that dropout is a critical treatment outcome that is worthy of investigation as a mechanistic process. After briefly describing the scope of the dropout problem, we discuss the many factors that limit the field’s present understanding of dropout. We then articulate and illustrate a transdiagnostic conceptual framework for examining psychotherapy dropout in contemporary research, concluding with recommendations for future research. With a more comprehensive understanding of the factors affecting retention, research efforts can shift toward investigating key processes underlying treatment dropout, thus, boosting prediction and informing strategies to mitigate dropout in clinical practice.","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0145445518792251","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"36373624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 19
Meta-Analysis of Single-Case Experimental Design using Multilevel Modeling. 使用多级建模的单一案例实验设计的元分析。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2023-01-16 DOI: 10.1177/01454455221144034
Eunkyeng Baek, Wen Luo, Kwok Hap Lam
{"title":"Meta-Analysis of Single-Case Experimental Design using Multilevel Modeling.","authors":"Eunkyeng Baek,&nbsp;Wen Luo,&nbsp;Kwok Hap Lam","doi":"10.1177/01454455221144034","DOIUrl":"10.1177/01454455221144034","url":null,"abstract":"<p><p>Multilevel modeling (MLM) is an approach for meta-analyzing single-case experimental designs (SCED). In this paper, we provide a step-by-step guideline for using the MLM to meta-analyze SCED time-series data. The MLM approach is first presented using a basic three-level model, then gradually extended to represent more realistic situations of SCED data, such as modeling a time variable, moderators representing different design types and multiple outcomes, and heterogeneous within-case variance. The presented approach is then illustrated using real SCED data. Practical recommendations using the MLM approach are also provided for applied researchers based on the current methodological literature. Available free and commercial software programs to meta-analyze SCED data are also introduced, along with several hands-on software codes for applied researchers to implement their own studies. Potential advantages and limitations of using the MLM approach to meta-analyzing SCED are discussed.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9086083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using AB Designs With Nonoverlap Effect Size Measures to Support Clinical Decision-Making: A Monte Carlo Validation. 使用具有非重叠效应大小度量的AB设计来支持临床决策:蒙特卡罗验证。
IF 2.3 3区 心理学
Behavior Modification Pub Date : 2023-11-01 Epub Date: 2019-07-13 DOI: 10.1177/0145445519860219
Antonia R Giannakakos, Marc J Lanovaz
{"title":"Using AB Designs With Nonoverlap Effect Size Measures to Support Clinical Decision-Making: A Monte Carlo Validation.","authors":"Antonia R Giannakakos,&nbsp;Marc J Lanovaz","doi":"10.1177/0145445519860219","DOIUrl":"10.1177/0145445519860219","url":null,"abstract":"<p><p>Single-case experimental designs often require extended baselines or the withdrawal of treatment, which may not be feasible or ethical in some practical settings. The quasi-experimental AB design is a potential alternative, but more research is needed on its validity. The purpose of our study was to examine the validity of using nonoverlap measures of effect size to detect changes in AB designs using simulated data. In our analyses, we determined thresholds for three effect size measures beyond which the type I error rate would remain below 0.05 and then examined whether using these thresholds would provide sufficient power. Overall, our analyses show that some effect size measures may provide adequate control over type I error rate and sufficient power when analyzing data from AB designs. In sum, our results suggest that practitioners may use quasi-experimental AB designs in combination with effect size to rigorously assess progress in practice.</p>","PeriodicalId":48037,"journal":{"name":"Behavior Modification","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/0145445519860219","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"37143481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
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