Registration
This meta-analysis was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)19. The protocol was prospectively registered in PROSPERO, the International Prospective Register of Systematic Reviews (registration number: CRD420261368386).
Study design
In this meta-analysis, the primary objective was to determine the effects of non-pharmacological behavior guidance techniques on dental anxiety in children with autism undergoing dental procedures. Within this framework, the population was defined as children diagnosed with autism spectrum disorder who received dental care in clinical dental settings. Interventions were defined as structured, non-pharmacological behavior guidance strategies specifically intended to facilitate dental treatment, including sensory-adapted dental environments, video modeling, graduated exposure and desensitization, communication-based techniques, and visual supports. Comparators comprised routine care. The primary Outcomes of interest were the improvement in anxiety-related measures assessed using validated scales, whereas secondary outcomes included behavioral and cooperation ratings, treatment completion, use of restrictive pharmacological or physical measures, and adverse events.
Literature search
The researchers conducted a systematic search of PubMed, Embase, Web of Science, the Cochrane Library, Scopus, APA PsycInfo, CINAHL, and AMED for English-language articles from database inception to 1 December 2025. The search strategy combined controlled vocabulary (eg, MeSH and Emtree terms) with free-text terms related to children and adolescents, dentistry and dental care, behavior guidance techniques, and anxiety. To maximize sensitivity and reduce the risk of missing potentially relevant trials that may not have been indexed consistently under autism-related terms, autism-specific terms were not used as mandatory search filters; eligibility of studies involving autistic children was instead determined during screening. The full search strategies for each database are provided in the Supplementary Material. To enhance the completeness of the evidence base, the researchers also screened the reference lists of relevant systematic reviews, all included studies, and searched ClinicalTrials.gov for registered randomized controlled trials, including completed but unpublished and ongoing trials.
Eligibility criteria
Studies were eligible for inclusion if they met all of the following criteria: (1) participants were children or adolescents with a clinical diagnosis of autism spectrum disorder receiving dental examination, prophylaxis, or treatment in a clinical dental setting; (2) the intervention consisted of a structured non-pharmacological behavior guidance technique intended to facilitate dental care, such as sensory-adapted dental environments, video modelling, video goggles, graduated exposure and desensitization, communication-based techniques, distraction, positive reinforcement, or visual supports; (3) the comparator was routine behavior management or an alternative behavior guidance strategy without the specific experimental technique under evaluation; (4) the study used a randomized controlled design, including individually randomized, split-mouth, cluster-randomized, or crossover trials; and (5) the study reported at least one clinically relevant outcome, including anxiety-related measures, observable distress, cooperation, treatment completion, or the use of restrictive pharmacological or physical measures.
Studies were excluded if they were animal or in vitro studies, case reports, case series, study protocols, reviews, letters, editorials, conference abstracts, or qualitative studies; if they did not involve autistic children or were not conducted in a dental or oral health care setting; if key outcome data were unavailable or insufficient for effect size calculation even after attempts to contact the authors; or if they were duplicate publications or full texts could not be obtained.
Data extraction
Endnote X9.1 (Clarivate Analytics) literature management software was utilized to organize the records from the literature search. For data extraction, two reviewers independently used a predesigned Excel 2016 (Microsoft Corp., Redmond, WA, USA) spreadsheet to collect information from all studies that met the inclusion criteria. Extracted data included the first author, year of publication, country, study design, setting, sample size, and characteristics of participants (age, sex, diagnostic criteria for autism spectrum disorder, severity or functional level where reported, and relevant comorbidities). Details of the dental procedures (eg, examination, prophylaxis, fluoride application, restorative or other operative treatment) were recorded, together with a description of the intervention and control conditions, including the type of behavior guidance technique, its components, timing, duration, and the personnel delivering it. Outcome-related data included the type and timing of anxiety measures, the specific scales used (eg, validated dental anxiety instruments or observational scales), behavioral or cooperation ratings, treatment completion or interruption, use of rescue sedation, general anesthesia or protective stabilization, and any reported adverse events. Where necessary, numerical data for continuous outcomes (means, standard deviations, and sample sizes) and dichotomous outcomes (number of events and total participants per group) were extracted or derived from text, tables, or figures.
To ensure consistency across trials, all non-pharmacological interventions and control conditions were classified into predefined categories of behavior guidance techniques. Two reviewers independently assigned each study arm to one or more categories, and any discrepancies were resolved through discussion, with involvement of a third reviewer when necessary.
Quality assessment
The methodological quality of the included studies was assessed using the Cochrane Risk of Bias 2.0 tool for randomized trials20. Two reviewers independently evaluated each trial, at the outcome level, across the following domains: bias arising from the randomization process, bias due to deviations from intended interventions, bias due to missing outcome data, bias in measurement of the outcome, and bias in selection of the reported result. For each domain, signaling questions were answered according to the published guidance, and a judgment of low risk of bias, some concerns, or high risk of bias was assigned. An overall risk of bias judgment for each key outcome was then derived from the domain-level assessments. Any discrepancies between the two reviewers were resolved through discussion. When consensus could not be reached, a third reviewer was consulted. The results of the quality assessment were summarized in tables and figures and were used to inform the interpretation of the findings.
Statistical analysis
For each eligible comparison and outcome, treatment effects were summarized at the study level and then, where appropriate, combined across trials. For continuous outcomes, mean differences with 95% confidence intervals were calculated when all studies used the same instrument and scale. For dichotomous outcomes, risk ratios with 95% confidence intervals were calculated. When required data were not directly reported, available numerical information from the text, tables, or figures was used, where possible, to derive the necessary study-level summary statistics. Pairwise meta-analysis was undertaken only when at least two clinically and methodologically comparable studies reported the same outcome. In practice, only two virtual reality studies reporting cooperation outcomes on the Frankl Behavior Rating Scale were considered sufficiently comparable for pooling; therefore, quantitative synthesis was restricted to this outcome, and a fixed-effect model was applied. Statistical heterogeneity was assessed using the χ2 test and quantified with the I2 statistic. Because of the small number of pooled studies, formal sensitivity analyses and publication bias assessment were not undertaken. Owing to the marked heterogeneity across the remaining interventions and outcomes, no additional meta-analyses or network meta-analyses were performed.
Pairwise meta-analysis was undertaken only when at least two clinically and methodologically comparable studies reported the same outcome. Because only two studies evaluating virtual reality reported sufficiently comparable cooperation outcomes using the Frankl Behavior Rating Scale, quantitative synthesis was limited to this outcome. Given the small number of studies available for pooling and the apparent comparability of this subset, a fixed-effect model was applied. Statistical heterogeneity was examined using the χ2 test and quantified with the I2 statistic. Owing to the marked heterogeneity in interventions, study designs, and outcome measures across the remaining trials, no additional meta-analysis or network meta-analysis was performed. For outcomes with ten or more contributing trials, small-study effects and potential publication bias were to be explored visually using funnel plots and, where appropriate, statistically using tests for funnel plot asymmetry. If sufficient trials formed a connected network of interventions for a given outcome and the assumptions of transitivity were considered reasonable, a random-effects network meta-analysis in a frequentist framework would be considered to estimate relative effects among multiple behavior guidance techniques and, if feasible, to rank interventions. All statistical analyses were performed using R (version 4.5.3), and all tools used in this review are listed in the Table of Materials.