ABA Data Collection
ABA Data Collection
ABA Data Collection
The Data Collection project is an innovative iOS app designed for RBTs in autism clinics across the U.S. It streamlines the collection of skill acquisition and behavior reduction data, making the process easy and accessible.
With intuitive design and user-friendly features, the app empowers RBTs to efficiently track data, enhancing the quality of care. Focused on user needs and precision, it revolutionizes data collection in ABA therapy settings.

Location
Location
United States
United States
Industry
Industry
Health
Health
Users
Users
RBTs
RBTs
Challenge
Challenge
Creating an intuitive and flexible iOS app that could streamline the complex process of ABA data collection. The app needed to replace traditional, error-prone manual methods with a digital solution that allowed therapists to efficiently input and track data in real-time. Additionally, it had to accommodate the diverse and unique behavioral goals of individual clients by offering customizable templates and features. Ensuring ease of use in fast-paced clinical environments while maintaining accuracy and flexibility was a key focus throughout the design process.
Creating an intuitive and flexible iOS app that could streamline the complex process of ABA data collection. The app needed to replace traditional, error-prone manual methods with a digital solution that allowed therapists to efficiently input and track data in real-time. Additionally, it had to accommodate the diverse and unique behavioral goals of individual clients by offering customizable templates and features. Ensuring ease of use in fast-paced clinical environments while maintaining accuracy and flexibility was a key focus throughout the design process.
Process
Process
Research: extensive benchmarking and desk research were conducted to delve deep into the intricacies of Applied Behavior Analysis (ABA) therapy.
This phase was instrumental in comprehending not only the operational landscape of ABA therapy but also the nuanced language and terminology intrinsic to the field. By meticulously studying existing products and industry standards, we aimed to gain a comprehensive understanding of the unique challenges and requirements inherent in ABA data collection.
Research: extensive benchmarking and desk research were conducted to delve deep into the intricacies of Applied Behavior Analysis (ABA) therapy.
This phase was instrumental in comprehending not only the operational landscape of ABA therapy but also the nuanced language and terminology intrinsic to the field. By meticulously studying existing products and industry standards, we aimed to gain a comprehensive understanding of the unique challenges and requirements inherent in ABA data collection.

Information Architecture: we synthesized the insights gathered from desk research, benchmarking, shadowing sessions, and user interviews to define the initial information architecture. This structured framework provided a clear foundation for organizing the app's content and functionalities in a user-friendly manner. With the information architecture in place, we proceeded to translate these concepts into sketches, capturing the key interactions and user flows.
Information Architecture: we synthesized the insights gathered from desk research, benchmarking, shadowing sessions, and user interviews to define the initial information architecture. This structured framework provided a clear foundation for organizing the app's content and functionalities in a user-friendly manner. With the information architecture in place, we proceeded to translate these concepts into sketches, capturing the key interactions and user flows.

Wireframing & Prototyping: creation of high-fidelity wireframes and prototypes, where we translated the wireframes into polished visual designs and interactive prototypes. These high-fidelity artifacts represented a near-final version of the product, incorporating visual elements, branding guidelines, and interactive elements. With the prototypes ready for testing, we were poised to gather valuable insights from users and stakeholders to further refine and enhance the design before moving into the development phase.
Wireframing & Prototyping: creation of high-fidelity wireframes and prototypes, where we translated the wireframes into polished visual designs and interactive prototypes. These high-fidelity artifacts represented a near-final version of the product, incorporating visual elements, branding guidelines, and interactive elements. With the prototypes ready for testing, we were poised to gather valuable insights from users and stakeholders to further refine and enhance the design before moving into the development phase.

User Tests: we conducted usability testing to evaluate the initial design approach of the Data Collection prototype among BCBAs and RBTs. The research aimed to assess the intuitiveness, understandability, and efficiency of the prototype while identifying potential enhancements. We employed cognitive walkthroughs and semi-structured qualitative interviews to gain insights into the user experience, preferences, and thoughts.
User Tests: we conducted usability testing to evaluate the initial design approach of the Data Collection prototype among BCBAs and RBTs. The research aimed to assess the intuitiveness, understandability, and efficiency of the prototype while identifying potential enhancements. We employed cognitive walkthroughs and semi-structured qualitative interviews to gain insights into the user experience, preferences, and thoughts.
Design refinement: we refined the design based on the insights gathered from the initial usability testing round. After implementing the refinements, we conducted further usability testing to assess the prototype's improvements.
Design refinement: we refined the design based on the insights gathered from the initial usability testing round. After implementing the refinements, we conducted further usability testing to assess the prototype's improvements.
Results
Results
The all-in-one approach of the product, which not only proves to be efficient but also offers an excellent solution that significantly benefits users in their daily activities. This outcome underscores the success of our iterative design process in creating a user-centric and highly effective solution for ABA therapists.
The all-in-one approach of the product, which not only proves to be efficient but also offers an excellent solution that significantly benefits users in their daily activities. This outcome underscores the success of our iterative design process in creating a user-centric and highly effective solution for ABA therapists.

Valentina Lopera Marulanda © 2025
Valentina Lopera Marulanda © 2025