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- ---
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- license: cc-by-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Transformation Index (BTI) Dataset — ARAC International
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+
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+ ## Overview
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+ This repository hosts curated datasets from the **Bertelsmann Stiftung Transformation Index (BTI)** covering the period **2006–2024**. The BTI is a global benchmark study that evaluates political, economic, and governance transformations in **137 countries**. It is unique in combining qualitative, expert-based country assessments with standardized quantitative scoring, producing two composite indices:
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+ - **Status Index** – measures political and economic transformation.
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+ - **Governance Index** – measures the quality of political leadership and governance performance.
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+
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+ The dataset is available in multiple formats for user flexibility:
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+ - **CSV** – tabular, human-readable format.
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+ - **DTA** – for direct use in **Stata** statistical software.
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+ - **Parquet** – optimized for **efficient querying and web-based applications**.
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+
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+ ---
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+
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+ ## About the BTI
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+ The **BTI** is published biennially by the **Bertelsmann Stiftung**, Germany. It is designed to answer a core question:
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+
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+ > How successfully are countries steering social change toward democracy under the rule of law and a market economy anchored in social justice?
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+
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+ Unlike indices that focus narrowly on electoral processes, the BTI adopts a **broad concept of democracy**, incorporating **rule of law, separation of powers, civil liberties, and state capacity**. Similarly, its economic transformation framework includes **competition, private property rights, fiscal stability, welfare regimes, and sustainability**. Governance is assessed in terms of **steering capacity, consensus-building, resource efficiency, and international cooperation**.
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+
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+ ---
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+
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+ ## Methodology
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+ The BTI methodology combines **qualitative expert surveys** with a multi-stage **review and calibration process**:
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+
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+ 1. **Country Expert Assessments** – Independent scholars produce detailed country reports following a standardized codebook of **17 criteria and 49 indicators**.
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+ 2. **Peer Review** – A second country expert reviews the assessment, adding an external perspective.
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+ 3. **Regional & Interregional Calibration** – Regional coordinators and the BTI team adjust scores to ensure comparability across regions.
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+ 4. **Final Review** – The BTI Board conducts a global review to validate consistency.
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+
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+ The BTI thus generates **7,124 individual scores** per edition, which are then aggregated into the **Status Index** (political + economic transformation) and the **Governance Index** (leadership performance).
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+
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+ ### Structure of Measurement
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+ - **Political Transformation (5 criteria / 18 indicators):** stateness, political participation, rule of law, stability of democratic institutions, political and social integration.
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+ - **Economic Transformation (7 criteria / 14 indicators):** socioeconomic development, market organization, monetary stability, private property, welfare regime, economic performance, sustainability.
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+ - **Governance (5 criteria / 20 indicators):** steering capacity, resource efficiency, consensus-building, international cooperation, level of difficulty.
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+
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+ More details are available in the [BTI 2024 Methodology Document](./BTI2024_Methodology.pdf).
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+
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+ ---
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+
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+ ## Purpose of This Repository
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+ The datasets here are intended to support:
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+ - **Research & Analysis** – Political science, economics, governance, and development studies.
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+ - **Custom Data Curation** – Users can filter, subset, and export the data they need.
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+ - **Application Development** – The included **Parquet file** powers an interactive HTML application (to be published separately) that allows users to:
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+ - Query BTI indicators dynamically.
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+ - Visualize transformations across regions and time.
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+ - Export custom subsets into **CSV format** for further research or integration into other workflows.
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+
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+ This approach supports **flexible, user-driven exploration** while maintaining methodological rigor.
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+
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+ ---
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+
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+ ## File Contents
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+ - `2024-2006_bti_data.csv` – Full dataset in CSV format.
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+ - `2024-2006_bti_data.dta` – Stata-formatted dataset.
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+ - `2024-2006_bti_data.parquet` – Optimized Parquet dataset for efficient querying.
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+ - `BTI2024_Codebook.pdf` – Full definitions of indicators and scoring rules.
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+ - `BTI2024_Methodology.pdf` – Detailed methodology of the BTI process.
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+ - `Relevant_info.pdf` – Supplementary notes.
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+ - `index.html` – Interactive application template (built on the same framework as the V-Dem dashboard, powered by DuckDB-WASM for Parquet querying).
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+
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+ ---
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+
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+ ## Citation
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+ If using this dataset in research or analysis, please cite as:
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+
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+ **Bertelsmann Stiftung. Transformation Index BTI 2024. Gütersloh: Bertelsmann Stiftung. Available at: [https://bti-project.org](https://bti-project.org)**
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+
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+ When referencing this repository, please acknowledge:
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+
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+ **ARAC International Inc. – Global Security Analysis & Independent Research**
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+
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+ ---
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+
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+ ## License
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+ The BTI data is © Bertelsmann Stiftung. Redistribution in this repository is for educational, research, and analytical purposes under fair-use principles. Always cite the original source.
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