BackgroundThe education of children with learning disabilities in public schools’ resource rooms remains a vital area of concern, particularly in Amman, where diverse educational needs and varying levels of resource allocation pose significant challenges. Despite the establishment of resource rooms, there is a notable lack of comprehensive data on parental satisfaction with these services. Previous research has indicated that the effectiveness of such educational settings largely depends on the quality of instruction, the adequacy of educational resources, and the extent of parental involvement and satisfaction. However, there is a significant gap in understanding how these factors specifically impact parents’ perceptions in the context of Amman’s public schools.AimThis study aimed to address this gap by evaluating the perspectives of parents of students with learning disabilities in resource rooms within Amman’s public schools, focusing on their satisfaction with educational services, including instruction quality, resource adequacy, and facility accessibility.MethodsA cross-sectional study design was utilized, involving a structured questionnaire administered to 200 parents of children attending resource rooms in 33 public schools across Amman. The questionnaire included Likert-scale questions and demographic queries to assess parents’ perspectives on the educational services provided. Data were analyzed using SPSS version 27 to compute descriptive statistics, correlation coefficients, and hierarchical linear modeling (HLM) to account for clustering effects.ResultsThe majority of respondents were female (60%, n = 120), and the largest age group was 31–40 years (45%, n = 90). Most parents held a Bachelor’s degree (50%, n = 100) and were employed (75%, n = 150). The predominant age group of the children was 11–15 years (50%, n = 100), with dyslexia being the most common type of learning disability (40%, n = 80). Parents rated the quality of instruction at a mean of 3.5 (SD = 1.2), adequacy of educational materials at 3.3 (SD = 1.1), and overall satisfaction with the program at 3.6 (SD = 1.0). Accessibility of facilities was rated lower at 2.8 (SD = 1.3). This interpretation is based on the lower mean score, which indicates a less favorable perception of accessibility, and the relatively high standard deviation, which reflects variability in parental experiences. HLM analysis revealed significant positive relationships between quality of instruction (β = 0.75, SE = 0.05, t = 15.00, p < 0.01), adequacy of educational materials (β = 0.70, SE = 0.04, t = 17.50, p < 0.01), and accessibility of facilities (β = 0.65, SE = 0.06, t = 10.83, p < 0.01) with overall parental satisfaction.ConclusionThe study underscores the importance of high-quality instruction, sufficient educational materials, and improved facility accessibility in enhancing parental satisfaction with resource room programs in Amman. This conclusion is supported by the findings from both the hierarchical regression analysis and the descriptive statistics, demonstrating that these factors are crucial for the effective support of children with learning disabilities.