Short answer
Adopt a structured, iterative process that explicitly incorporates user needs and security protocols when designing and developing conversational agents for health applications.
- Field
- Innovation & Design
- Source
- JMIR mhealth and uhealth (2022)
- Method
- Grounded theory approach, literature reviews, conceptual synthesis.
- Evidence
- Strong effect
A systematic, iterative framework can guide the creation, evaluation, and deployment of rule-based conversational agents for healthcare applications. This innovation & design research insight is drawn from a 2022 study published in JMIR mhealth and uhealth. Using Grounded theory approach, literature reviews, conceptual synthesis., researchers explored how this design variable affects real-world outcomes. The key design takeaway: Adopt a structured, iterative process that explicitly incorporates user needs and security protocols when designing and developing conversational agents for health applications.
DISCOVER Framework: A Structured Approach to Designing Healthcare Chatbots
A systematic, iterative framework can guide the creation, evaluation, and deployment of rule-based conversational agents for healthcare applications.
JMIR mhealth and uhealth · 2022
Key Findings
- 01The DISCOVER framework consists of 8 iterative steps across 3 stages: Design (goal definition, identity creation, team assembly, interface selection), Development (content creation, conversation flow building), and Evaluation/Implementation.
- 02User-centered design and privacy/security are critical cross-cutting considerations throughout all stages.
Application
Design takeaway
Adopt a structured, iterative process that explicitly incorporates user needs and security protocols when designing and developing conversational agents for health applications.
How to apply
Use the DISCOVER framework's stages and steps as a checklist and guide for your next healthcare chatbot design project, ensuring all critical aspects are addressed.
Project actions
- 01When designing a digital product, think about the entire lifecycle from idea to how people will use it.
- 02Consider how to make your design process repeatable and adaptable for different projects.
Method & Evidence
Variables
Strengths & Limitations
Strengths
- +Provides a comprehensive, step-by-step guide for a complex design challenge.
- +Integrates crucial aspects like user-centered design and security as core components.
Limitations
The framework was applied to a specific type of chatbot; adapting it for more complex AI or voice-based systems might be necessary.
Reliability & validity
The framework's validity is supported by its successful application in a feasibility study. Reliability would depend on consistent application by different teams.
Think critically
How might the DISCOVER framework need to be adapted for conversational agents that utilize advanced AI and natural language processing, rather than rule-based systems?
Design Principles
"Systematic development frameworks enhance the efficacy and safety of digital health interventions."
The increasing use of conversational agents (chatbots) in healthcare necessitates structured methodologies for their development. This framework provides a repeatable process for designers and developers to ensure these tools are effective, user-centered, and secure.
What This Means for Your Design
This study created a step-by-step guide (called DISCOVER) to help people design and build chatbots for health advice on phones. It makes sure the chatbot is useful, easy to use, and keeps information private.
How to use in your project
- 1.Reference the DISCOVER framework as a model for structuring your own design and development process, particularly if your project involves a digital interface or user interaction.
- 2.Use the framework's stages (Design, Development, Evaluation/Implementation) to organize your project documentation and research.
Add to My Project
Quick Cite
Paragraph starter
The DISCOVER framework provides a structured, iterative approach to designing, developing, evaluating, and implementing smartphone-delivered conversational agents. Its stages—Design, Development, and Evaluation/Implementation—along with cross-cutting considerations of user-centered design and privacy/security, offer a robust methodology applicable to digital health interventions.
Source
JMIR mhealth and uhealth
Designing, Developing, Evaluating, and Implementing a Smartphone-Delivered, Rule-Based Conversational Agent (DISCOVER): Development of a Conceptual Framework
journal · 2022
View sourceQuestions About This Research
- What does the research say about discover framework: a structured approach to designing healthcare chatbots?
- Adopt a structured, iterative process that explicitly incorporates user needs and security protocols when designing and developing conversational agents for health applications. Evidence: JMIR mhealth and uhealth (2022).
- Why does "DISCOVER Framework: A Structured Approach to Designing Healthcare Chatbots" matter for design?
- The increasing use of conversational agents (chatbots) in healthcare necessitates structured methodologies for their development. This framework provides a repeatable process for designers and developers to ensure these tools are effective, user-centered, and secure.
- How can designers apply this research?
- Adopt a structured, iterative process that explicitly incorporates user needs and security protocols when designing and developing conversational agents for health applications.
- What were the main findings?
- The DISCOVER framework consists of 8 iterative steps across 3 stages: Design (goal definition, identity creation, team assembly, interface selection), Development (content creation, conversation flow building), and Evaluation/Implementation.. User-centered design and privacy/security are critical cross-cutting considerations throughout all stages.
- What research method was used?
- Grounded theory approach, literature reviews, conceptual synthesis..
- How strong is the evidence?
- Evidence strength is rated Strong effect, based on a 2022 journal from JMIR mhealth and uhealth.
- What should I do differently in my next project?
- Use the DISCOVER framework's stages and steps as a checklist and guide for your next healthcare chatbot design project, ensuring all critical aspects are addressed.
- What are the limitations?
- The framework's application was demonstrated with a specific type of chatbot (rule-based, text-based for lifestyle changes); its generalizability to AI-driven or multimodal agents may require adaptation.