Peterson Tami, Dodson Jessica, Burgin Sheila, Sherwin Robert, Strale Frederick
Hyperbaric Oxygen Therapy, The Oxford Center, Brighton, USA.
Applied Behavior Analysis, The Oxford Center, Brighton, USA.
Cureus. 2024 Sep 14;16(9):e69421. doi: 10.7759/cureus.69421. eCollection 2024 Sep.
Introduction A secondary analysis employing advanced statistical methodologies constitutes a robust means of validating initial findings in systematic empiricism. The current research will undertake a secondary analysis of the impacts of Hyperbaric Oxygen Therapy (HBOT) on verbal behaviors in children with autism using the original dataset. This approach aims to enhance the robustness of the initial results, thereby providing a deeper understanding of the data and potentially uncovering additional insights. Materials and methods From January 2018 to July 2021, all cohorts of autistic children (n = 65) were scheduled, evaluated, and treated at The Oxford Center (TOC) in Brighton and Troy, Michigan, USA. Trained research assistants retrospectively extracted pretest and posttest data from electronic medical records from the Verbal Behavior Milestones Assessment and Placement Program (VB-MAPP) and the Assessment of Basic Language and Learning Skills (ABLLS). This data collection focused on children with autism who received either non-HBOT control with Applied Behavior Analysis (ABA) treatment only or ABA + HBOT interventions. For the VB-MAPP, the experimental group (ABA + HBOT) included 23 children, while the control group (ABA only) included 12 children. For the ABLLS, the experimental group (ABA + HBOT) consisted of nine children, compared to 21 children in the control group (ABA only). Demographic information was systematically summarized. Two independent sample t-tests were recomputed from the original study. Multivariate Analysis of Variance (MANOVA) were conducted, followed by one-way Analyses of Variance (ANOVA) post hoc analyses to elucidate the findings. Results The ages in both groups ranged from 2 to 17 years (M = 5.7 years ± 3.08), with median ages of four years for the experimental group and five years for the control group. The p-values and effect sizes indicated that the two independent sample t-tests from the original study and the MANOVAs from the current research are in agreement. This concordance provided confirmatory evidence for the validity of the pretest and posttest differences in VB-MAPP and ABLLS scores for the control group (ABA only) and the experimental group (ABA + HBOT), highlighting the impact of HBOT on verbal scores in children with autism. Conclusions The results from the two independent sample t-tests from the initial study exhibited high alignment with those derived from the current study's MANOVAs. Both statistical methodologies were applied to the same VB-MAPP and ABLLS datasets. The convergence of results from these two distinct statistical analyses may reinforce the credibility of the original research findings. It supports the hypothesis that the combined ABA and HBOT intervention may offer additional benefits over ABA therapy alone, with verbal milestone behaviors in children with autism.
采用先进统计方法进行二次分析是在系统实证主义中验证初始研究结果的有力手段。本研究将使用原始数据集对高压氧疗法(HBOT)对自闭症儿童言语行为的影响进行二次分析。这种方法旨在增强初始结果的稳健性,从而更深入地理解数据,并可能发现更多见解。
2018年1月至2021年7月,所有自闭症儿童队列(n = 65)在美国密歇根州布莱顿和特洛伊的牛津中心(TOC)进行安排、评估和治疗。经过培训的研究助理回顾性地从言语行为里程碑评估与安置计划(VB - MAPP)和基本语言与学习技能评估(ABLLS)的电子病历中提取测试前和测试后的数据。此次数据收集聚焦于仅接受应用行为分析(ABA)治疗的非HBOT对照组或接受ABA + HBOT干预的自闭症儿童。对于VB - MAPP,实验组(ABA + HBOT)包括23名儿童,而对照组(仅ABA)包括12名儿童。对于ABLLS,实验组(ABA + HBOT)由9名儿童组成,对照组(仅ABA)有21名儿童。系统总结了人口统计学信息。从原始研究中重新计算了两个独立样本t检验。进行了多变量方差分析(MANOVA),随后进行单因素方差分析(ANOVA)事后分析以阐明研究结果。
两组儿童年龄范围为2至17岁(M = 5.7岁 ± 3.08),实验组中位数年龄为4岁,对照组为5岁。p值和效应量表明,原始研究中的两个独立样本t检验与本研究中的MANOVA结果一致。这种一致性为对照组(仅ABA)和实验组(ABA + HBOT)在VB - MAPP和ABLLS分数上测试前和测试后差异的有效性提供了确证证据,突出了HBOT对自闭症儿童言语分数的影响。
初始研究的两个独立样本t检验结果与本研究的MANOVA结果高度一致。两种统计方法均应用于相同的VB - MAPP和ABLLS数据集。这两种不同统计分析结果的趋同可能会增强原始研究结果的可信度。它支持这样的假设,即ABA与HBOT联合干预可能比单独的ABA疗法在自闭症儿童言语里程碑行为方面带来更多益处。