bid_validate: Document User Validation Stage in BID Framework

In bidux: Behavioral Insight Design: A Toolkit for Integrating Behavioral Science in UI/UX Design

Document User Validation Stage in BID Framework

Description

This function documents the validation stage, where the user tests and refines the dashboard. It represents stage 5 in the BID framework.

Usage

bid_validate(
  previous_stage,
  summary_panel = NULL,
  collaboration = NULL,
  next_steps = NULL,
  include_exp_design = TRUE,
  include_telemetry = TRUE,
  telemetry_refs = NULL,
  include_empower_tools = TRUE,
  quiet = NULL
)

Arguments

previous_stage	A tibble or list output from an earlier BID stage function.
summary_panel	A character string describing the final summary panel or key insight presentation.
collaboration	A character string describing how the dashboard enables collaboration and sharing.
next_steps	A character vector or string describing recommended next steps for implementation and iteration.
include_exp_design	Logical indicating whether to include experiment design suggestions. Default is TRUE.
include_telemetry	Logical indicating whether to include telemetry tracking and monitoring suggestions. Default is TRUE.
telemetry_refs	Optional character vector or named list specifying specific telemetry reference points to include in validation steps. If provided, these will be integrated into the telemetry tracking recommendations with provenance information.
include_empower_tools	Logical indicating whether to include context-aware empowerment tool suggestions. Default is TRUE.
quiet	Logical indicating whether to suppress informational messages. If NULL, uses getOption("bidux.quiet", FALSE).

Value

A tibble containing the documented information for the "Validate" stage.

Examples

validate_result <- bid_interpret(
  central_question = "How can we improve delivery efficiency?",
  data_story = list(
    hook = "Too many delays",
    context = "Excessive shipments",
    tension = "User frustration",
    resolution = "Increase delivery channels"
  )
) |>
  bid_notice(
    problem  = "Issue with dropdown menus",
    evidence = "User testing indicated delays"
  ) |>
  bid_anticipate(
    bias_mitigations = list(
      anchoring = "Provide reference points",
      framing = "Use gain-framed messaging"
    )
  ) |>
  bid_structure() |>
  bid_validate(
    include_exp_design = FALSE,
    include_telemetry = TRUE,
    include_empower_tools = TRUE
  )

summary(validate_result)

bidux documentation built on Nov. 20, 2025, 1:06 a.m.