--- title: "Introduction to the BID Framework" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{Introduction to the BID Framework} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r, include = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ``` # Introduction The Behavioral Insight Design (BID) framework guides developers in integrating behavioral science into UI/UX design. It helps in understanding behavioral tendencies, psychological principles, and common biases that affect user interactions. The five stages of the BID framework are: 1. **Interpret the User's Need**: Clarify the core question and build a data narrative. 2. **Notice the Problem**: Identify friction points and areas of high cognitive load. 3. **Anticipate User Behavior**: Mitigate biases such as anchoring and framing. 4. **Structure the Dashboard**: Organize layout and design to enhance usability. 5. **Validate & Empower the User**: Summarize insights and facilitate collaborative decision-making. This vignette introduces the core ideas behind each stage and how they interact to create effective, bias-aware dashboards. Visit [github.com/jrwinget/bid-framework](https://github.com/jrwinget/bid-framework) for resources and further information on the BID framework.