Overview
Health Economics ยท Data Lab

Welcome, Niko ๐Ÿ‘‹

Your personal Data Lab for Health Economics & Policy.
Upload data, run analyses, build presentations.

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Upload Files

Send Excel, CSV or scripts to your server folders

Files
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Jupyter Lab

Python, pandas, plotly โ€” analyze Excel data

Python
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RStudio

R, ggplot2, tidyverse โ€” statistics & charts

R
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Templates

Ready-to-use code for common analyses

Code
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Cost Calculator

QALY, ICER, NMB โ€” cost-effectiveness

HE
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Document Analyzer

AI-powered policy document analysis

Policy
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Country Comparison

Compare health systems across countries

Compare
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AI Tutor

Explain concepts, methods and policy topics

AI
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Literature Tracker

Manage papers, notes and reading status

Papers
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HE Formulas

DALY, BIA, sensitivity analysis & more

Calc
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Presentation Builder

AI builds a full HTML presentation from your topic

AI
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Study Planner

Backwards plan from your deadline, week by week

Plan
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Data Story

Turn results into academic text & policy brief

Write
๐Ÿ“ Upload Files to Server

Upload Excel, CSV, R scripts or any data files to your project folders.

1. Select destination folder
๐Ÿ“Š data/
Excel, CSV
๐Ÿ““ notebooks/
๐Ÿ“ scripts/
๐Ÿ“ˆ output/
๐Ÿ–ฅ๏ธ presentations/
2. Choose files
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Click to browse or drag & drop

Excel, CSV, R, Python, any file type

๐Ÿ“‚ How to use uploaded files
After uploading to data/, load in Python:
df = pd.read_excel('../data/your_file.xlsx')

Or in R:
df <- read_excel("../data/your_file.xlsx")
๐Ÿ““ Jupyter Lab

Python environment in your browser. Upload Excel, run analyses, create charts.

Login: Password set during setup
Data folder: projects/data/
Example: notebooks/example_analysis.ipynb
๐Ÿ“Š RStudio Server

Full RStudio in your browser โ€” identical to the desktop version.

Login: nikoplangger / your password
Packages: tidyverse, ggplot2, readxl, survival, rmarkdown, plotly
Scripts: projects/scripts/
๐Ÿ“‹ Analysis Templates

Click a template to view code, then copy into Jupyter or RStudio.

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Descriptive Stats

Mean, SD, distribution

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Regression

Linear & logistic

โฑ๏ธ

Survival Analysis

Kaplan-Meier, Cox

๐Ÿ’ถ

Cost Analysis

Costs by group

๐ŸŽจ

Visualization

ggplot2 & plotly

๐Ÿ–ฅ๏ธ

Presentation

R Markdown โ†’ HTML

๐Ÿงฎ Health Economics Cost Calculator

Calculate QALY gains, ICER and Net Monetary Benefit.

Incremental Cost (ฮ”C)โ€”
Incremental QALYs (ฮ”E)โ€”
ICER (โ‚ฌ per QALY)โ€”
Net Monetary Benefit (NMB)โ€”
Cost-effective at WTP?โ€”
Total QALYs gainedโ€”
๐Ÿ“„ Policy Document Analyzer

Paste any policy document or WHO paper. Claude analyzes content and implications.

Claude is analyzing...
๐ŸŒ Country Comparison

Compare how different countries regulate a health policy topic.

๐Ÿ’Š Drug Pricing ๐Ÿฅ DRG ๐Ÿ‘จโ€โš•๏ธ Primary Care ๐Ÿง“ Long-term Care ๐Ÿ’ป Digital Health
Building comparison...
๐Ÿ” AI Data Search
๐Ÿฅ Hospital Costs ๐Ÿ’Š GKV ๐ŸŒ OECD ๐Ÿ“ˆ RKI
Searching...
๐ŸŽ“ AI Tutor โ€” Health Economics & Policy

Ask about concepts, methods or policy topics.

๐Ÿ“Š ICER vs NMB ๐Ÿ’Š AMNOG โฑ๏ธ Kaplan-Meier โš–๏ธ Moral Hazard ๐Ÿฅ DRG ๐Ÿ’ก Value-Based
Claude is thinking...
๐Ÿ“š Literature Tracker

Add papers and track your reading progress.

No papers yet โ€” add your first one above!
๐Ÿฆฝ DALY Calculator

DALYs = YLL + YLD

Years of Life Lost (YLL)โ€”
Years Lived with Disability (YLD)โ€”
Total DALYsโ€”
DALYs per 100,000โ€”
๐Ÿ’ฐ Budget Impact Analysis

3-year financial impact of introducing a new treatment.

Patients Year 1โ€”
Patients Year 3โ€”
Net cost per patientโ€”
Budget impact Year 1โ€”
Budget impact Year 3โ€”
3-year totalโ€”
๐Ÿ“‰ One-Way Sensitivity Analysis

How ICER changes when parameters vary ยฑ20%.

Base case ICERโ€”
Intervention cost +20%โ€”
Intervention cost โˆ’20%โ€”
QALY gain +20%โ€”
QALY gain โˆ’20%โ€”
๐Ÿ–ฅ๏ธ Presentation Builder

Describe your topic and findings โ€” Claude builds a complete HTML presentation.

Claude is building your presentation...
๐Ÿ“… Study Planner

Enter your assignment and deadline โ€” Claude creates a week-by-week backwards plan.

Claude is building your plan...
โœ๏ธ Data Story Generator

Paste your results โ€” Claude writes three ready-to-use texts.

Claude is writing your texts...