Applied Behavior Analysis (ABA) organizations face persistent barriers to practitioner engagement in research, including limited time, mentorship, and access to scholarly communities (Valentino & Juanico, 2020). These barriers can impede the adoption of evidence-based procedures and may diminish the quality of clinical outcomes. Though applied researchers have provided recommendations in mitigating several of these barriers such as strategies for increasing access to scholarly literature (Carr & Briggs, 2010; Valentino et al., 2023) and establishing consumer protections (LeBlanc et al., 2018), additional work on organizational approaches to addressing these barriers is warranted. To address these challenges, our organization developed an internal applied research lab model, designed to foster mentorship, professional development, and practitioner-led research within a large human service agency. The research lab operates as a dedicated arm of the research committee and pairs early career clinicians (“Apprentices”) with experienced mentors (“Scholars”) in targeted research skill areas. This flexible, dual-role structure allows participants to both teach and learn, promoting a culture of continuous growth. Monthly one-on-one mentorship meetings, monthly journal club sessions, quarterly group lab sessions, and ongoing chat-based support ensure regular touchpoints for skill development, literature review, and troubleshooting. Lab leadership coordinates pairings, tracks progress, and facilitates group learning, while participants document their growth and outcomes. By equipping early career professionals with structured mentorship and research opportunities, organizations can ensure that staff remain engaged with the latest evidence-based practices, leading to possibilities of improved retention, satisfaction, and client outcomes. For early career ABA professionals, participation in such a lab provides tangible benefits: enhanced research literacy, increased confidence in applying peer-reviewed procedures, and a supportive network for professional growth. For organizations, the model offers a scalable framework to build internal research capacity, promote quality assurance, and contribute to the broader scientific community. In summary, establishing an internal applied research lab is a feasible and impactful strategy to promote quality assurance in ABA service delivery. By investing in mentorship and professional development, organizations can build a culture of evidence-based practice, continuous learning, and high-quality outcomes for clients and staff alike. This presentation will propose an organizational model for an applied research lab, like those commonly found in academic training institutions to nurture clinicians in developing research skills by pairing them with experienced researcher-mentors. We provide a model for the structure of an applied research lab specifically designed to provide opportunities for mentorship in several different categories of research skills (e.g., reading scholarly literature, designing and executing research, presenting posters or talks, and publishing). Data will be provided on initial increases in the number of employees involved in research. We will also provide pre- and post-lab launch survey data from employee participants of the applied research lab and mentorship program. We discuss the benefits of an organizational applied research lab, barriers and limitations, ideas for expanding and enhancing the model, and recommendations for practitioners who may wish to take a similar approach to building a research lab in their agency.

Insurance-funded Applied Behavior Analysis (ABA) has transformed access to autism services, yet it has introduced new challenges for clinicians tasked with demonstrating medical necessity. Historically, ABA operated without payer constraints, emphasizing intensive intervention guided by clinical judgment. Today, treatment recommendations must satisfy legal and payer definitions of medical necessity and criteria often framed as “clinically appropriate,” “not for convenience,” and aligned with the Triple Aim of quality, population health, and cost-effectiveness. Despite these requirements, guidance for operationalizing medical necessity in ABA remains limited, creating tension between reviewers and practitioners. This presentation examines the evolution of medical necessity in autism care, clarifies its defining features, and explores how DSM-5 core deficits, standardized assessments (e.g., Vineland-3, ADOS-2), and curriculum-based tools (e.g., VB-MAPP, ABLLS-R) inform treatment planning. We propose a practice framework for writing measurable, goal-driven objectives that link assessment data to functional outcomes, distinguish clinically significant goals from academic or custodial targets, and demonstrate progress over time. By aligning treatment goals with medical necessity, clinicians can reduce authorization delays, uphold ethical standards, and ensure access to effective care. Implications for policy, future research on dosage-outcome relationships, and the development of standardized decision-making tools are discussed.

Any individual responsible for the education of autistic children must have a set of core skills to ensure the delivery of high-quality intervention. Interventionists, whether titled BCBAs, RBTs, teachers, or instructors, must display competencies across the following three areas: 1) professionalism, 2) clinical expertise, and 3) data analytic skills. Interventionists must be able to work independently; however, they must also be able to effectively communicate, collaborate and ensure a team approach within the organization. Training and evaluation systems play a critical role in the development of highly skilled interventionists. These systems must ensure consistency in processes and the collection of outcome data to ensure accountability across the interventionists within an agency. Additionally, those responsible for developing skills must be capable, available, and have access to agency tools that define core competencies. Further, assessment of interventionists’ performance must be assessed consistently and regularly ensuring fidelity of implementation of intervention procedures and adherence to communication protocols and use of other tools that are part of the defined systems. The panel members are all skillful professionals in autism intervention agencies serving autistic individuals from 3-21 years in different education programs across different states. Each panelist serves in a director level position and has over 15 years of experience in autism intervention. The panelists are responsible for developing organizational systems, training various levels of staff within the organization and ensuring the collection of data to ensure client and organizational success. They will discuss strategies to ensure the development of these core competencies and the systems that have been effectively implemented within organizations serving individuals with autism. Panel members will provide practices from their individual experience and reference supporting clinical outcomes. Audience members will have an opportunity to pose questions related to the topic to gain better insight from the panel members on issues that are of particular importance to their practice.

High-quality ABA services are built piece by piece, but the connections between those pieces are often where quality is either strengthened or lost. While the ultimate goal of treatment is to improve client outcomes, those outcomes cannot be optimized without a strong, integrated foundation of high-quality processes. In this presentation, we use a building-blocks metaphor to illustrate how technology links essential components, enhanced client profiles, staff competencies, client outcomes, and real-time monitoring, into a cohesive and responsive quality architecture. Although staff training is strongly associated with treatment integrity and improved client outcomes, training insights often remain disconnected from day-to-day service delivery. Without effective “connectors,” these blocks operate in isolation and become underutilized. To address this gap, we present data from our staff profile study, which examined how technology-supported staff competency profiles may contribute to greater client skill acquisition. This competency profile system streamlines training oversight by directly linking staff skills, training histories, and session-level implementation, reducing the need for external tools and preventing technology overload for frontline staff. We then explore the role of integrated outcomes reporting as the next structural component in the quality system. By combining organizational, staff, and client-level data, outcomes tools can quickly surface gaps, misalignments, or inefficiencies across programs and teams. We demonstrate how outcome trends provide early warning signals and actionable insights that help address common barriers to quality, including siloed information, delayed feedback loops, and inconsistent data interpretation. Ultimately, we show how technology functions as the structural connector that reduces friction, aligns the service ecosystem, and accelerates progress toward improved client outcomes. 

Criticisms of applied behavior analysis (ABA) autism services and inadequate workforce preparation to meet the demands for those services suggest the industry has reached a turning point. One in which we must course correct with a greater focus on quality assurance. However, research on quality assurance in ABA autism services organizations and its controlling environmental variables lags far behind the proliferation of ABA autism services. With a better understanding of the history of quality, ABA professionals will be better prepared to plan, control, and improve the quality of their services; develop quality assurance systems for ABA service delivery; and conduct research in this area. This talk provides a brief introduction to the history of quality traced back thousands of years to its origin in manufacturing as told by experts in the quality field. The evolution of quality management in ancient societies provides insights into the trajectory of managing for quality in ABA autism service delivery.