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UCEDD Dashboard

This Vue application displays the 2022 summary data for Medicaid members provided by CHSE. The source data provided by CHSE was transformed using an R-script available here.

This application is hosted as a Github Page: https://octri.github.io/ucedd-dashboard/. See the Actions tab for the automated deployment configuration.

Dependencies

The application is built using Vite, which depends on Node.js.

A good way to install multiple, isolated versions of Node.js is nvm. On Macs, you can install nvm using Homebrew.

brew install nvm

Install Node.js 22 and use it.

nvm install v22
nvm use

Finally, install the dependencies using npm.

npm install

Running Locally

The Vite dev server can be used to run the application locally.

npm run dev

This will serve the application at https://localhost:8000/ucedd-dashboard/. Vite performs hot module replacement, so your changes will immediately be reflected in the browser.

Data Overview

The data.csv file included contains the following columns:

Column Purpose
measure The measure of interest (e.g., 30-Day All-Cause Readmissions)
denominator_definition Definition of the subcategory being measured
stratification Shortened definition of the subcategory being measured
total_n The count of people in the subcategory being measured
idd_estimate_numeric The numeric portion of the estimate for the IDD population
idd_error The error portion of the estimate for the IDD population for measures reported as a rate
non_idd_estimate_numeric The numeric portion of the estimate for the Non-IDD population
non_idd_error The error portion of the estimate for the non-IDD population for measures reported as a rate
difference_in_estimates The raw difference between the two numeric estimates
p_value The statistical measurement used to determine whether the differences are significant
outcome_count 1 if the outcome is reported as a rate (mean(sd) per 1000 member years) and 0 if the outcome is binary (percent).
p_significant 1 if the p-value is significant (p<0.05), 0 if not (p>0.05)
outcome_directionality 1 if the results indicate poorer outcomes for the non-IDD community and 0 if the results indicate poorer outcomes for the IDD community. NA signifies either missing data or insignificant outcomes.
idd_estimate_string The original estimate for the IDD population which may be a single number or a mean with standard deviation depending on the measure.
non_idd_estimate_string The original estimate for the non-IDD population which may be a single number or a mean with standard deviation depending on the measure.
stratification_category The overall category the stratification falls into (i.e., Age, Sex, etc.)

The measures.csv file provides information about each measure, including a summary and text that will display on charts and the Description section based on the slice of data selected. All columns except "measure" and "description" are optional.

Column Purpose
measure The measure of interest (e.g., 30-Day All-Cause Readmissions)
is_rate Whether the measure is reported as a rate (1) or as a percent (0)
definition Definition of the measure for display on the Description page
chart_all A short key finding for the overall measure to display as a chart subtitle
chart_age A short key finding for the measure by age to display as a chart subtitle
chart_race_and_ethnicity A short key finding for the measure by race and ethnicity to display as a chart subtitle
chart_residency A short key finding for the measure by residency to display as a chart subtitle
chart_sex A short key finding for the measure by sex to display as a chart subtitle
description_all HTML text for the overall measure to summarize key findings
description_age HTML text for the measure by age to summarize key findings
description_race_and_ethnicity HTML text for the measure by race_and_ethnicity to summarize key findings
description_residency HTML text for the measure by residency to summarize key findings
description_sex HTML text for the measure by sex to summarize key findings
key_terms_all HTML text for the key terms related to the overall measure
key_terms_age HTML text for the key terms related to the measure by age
key_terms_race_and_ethnicity HTML text for the key terms related to the measure by race_and_ethnicity
key_terms_residency HTML text for the key terms related to the measure by residency
key_terms_sex HTML text for the key terms related to the measure by sex

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UCEDD Dashboard for 2022 Medicaid Data Analysis

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