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Data Strategy & Research Intelligence

Dr.Héctor
Briceño

Quantitative Research  ·  Strategic Analytics  ·  PhD in Political Science
Translating complex data into actionable intelligence for organizations
operating in high-uncertainty environments.

View Projects ↓ Get in Touch
15+
Years of Experience
1M+
Data Records Processed
137
Countries Politically Analysed
20+
Peer-reviewed Publications
About

Data Strategist
& Political Scientist

I am a data strategist and applied researcher based in Rostock, Germany, with a PhD in Political Science from the University of Rostock and more than fifteen years of experience designing and executing complex research projects across Europe and Latin America.

My work sits at the intersection of quantitative social science, strategic intelligence, and data visualization. I build the analytical pipelines, statistical models, and interactive dashboards that turn raw political and social data into clear, decision-ready intelligence.

I have worked with diplomatic missions, international organizations, research institutions, and multilateral organizations on political risk and economic dynamics. I also founded CENSUM, a data and political research consultancy operating since 2014.

I have contributed political analysis and opinion pieces to international media outlets in Germany, the Netherlands, Spain, Venezuela, Ecuador, and Brazil, including DW (Germany), RNW (Netherlands), La Razón & Agenda Pública (Spain), Efecto Cocuyo (Venezuela), El Universo (Ecuador), and many others.

Expertise

What I Do

Six core capabilities deployed — individually or in combination — to solve complex research, strategy, and intelligence challenges.

Statistical Modelling
SPSS · Excel · OLS · LDA · K-means · AI Tools
Regression analysis, discriminant analysis, and clustering applied to large datasets — from model design to interpretation and communication, integrating AI-assisted workflows for accelerated pattern detection.
Political Risk
V-Dem · BTI · Electoral Data · Regime Analysis
Deep expertise in electoral risk mapping, party system dynamics, democratic transitions, and regime change across Latin America and 137 countries globally.
Strategic Intelligence
Executive Briefings · Advisory · Scenario Analysis
Translating multi-source data (quantitative models, field intelligence, open sources) into concise, actionable briefings for senior decision-makers.
Data Visualization
Power BI · D3.js · Chart.js · QGIS · EDA · AI Tools
Interactive dashboards in Power BI, geospatial electoral maps, choropleth visualizations, and exploratory data analysis that make complex findings immediately legible.
Project Management
KPI Design · Cross-functional Teams · IESA
Design, coordination, and delivery of complex research projects with cross-functional stakeholders, from scope definition to final deliverable.
Research & Survey Design
Experimental Design · Sampling · Hypothesis Testing · AI Tools
End-to-end research architecture: hypothesis definition, instrument design, data collection strategy, and robust methodologies enhanced with AI-assisted analysis.
Research & Analysis

Interactive Dashboards

Selected research outputs presented as live, interactive analyses. Data, methodology, and visualizations embedded directly.

Global · 15 Countries · 5 Market Types · Briceño 2025

Global Mapping of
Illicit Petroleum Markets

15
Countries Mapped
5
Market Typologies
4
Continents
2025
Published
Type I · State-Captured
Institutional Capture
State apparatus directly controls illicit petroleum flows. Regime survival depends on resource rents extracted outside formal channels. Venezuela is the primary case.
Type II · Hybrid
Hybrid Control
Formal and informal actors coexist in a fragile equilibrium. State capacity is partially functional; illicit markets operate in spaces left by governance gaps.
Type III · Criminal Networks
Criminal Entrepreneurship
Organized crime drives market structure. State is largely absent or complicit at local level. Markets are highly adaptive and transnational.
Type IV · Conflict-Driven
War Economy
Armed conflict is the structural driver of illicit markets. Petroleum revenues finance armed groups; control over fields is a war objective.
Type V · Subsidy Arbitrage
Arbitrage Markets
Price differentials created by fuel subsidies generate systematic arbitrage. Smuggling is socially normalized and driven by economic incentives rather than organized crime.
Methodology

Original five-category typology for illicit petroleum markets developed by Dr. Briceño (2025), combining qualitative comparative analysis with geospatial visualization via D3.js/TopoJSON. Filterable choropleth world map covering 15 countries across 4 continents.

Briceño, H. (2025) · D3.js · TopoJSON · Choropleth
Interactive Map · Illicit Petroleum Markets · 15 Countries
Est. annual losses: <$0.5B $0.5–1B $1–5B $5–15B >$15B
Click a highlighted country to see its data sheet.
Country Region Type Est. Losses/yr Key Actors
Sources: NEITI (2024), The Sentry (2025), Reuters, KSE (2024), Crisis Group (2025), FTI Consulting (2025), InSight Crime (2026), ADB, Atlantic Council, Bloomberg (2024). Typology: Briceño, H. (2025). Illicit Oil and Gasoline Markets in Latin America. Posmonición Política. Map: D3.js · TopoJSON · Natural Earth.
Venezuela · June 2024 · Published: Observa Democracia

Electoral Risk Map
Venezuelan Presidential Election 2024

↗ Full Report
85.6%
Centers at Risk
15,923
Voting Centers
18.5M+
Voters Affected
6
Risk Indicators
Global Risk Distribution · 15,923 Centers
Risk by Dimension · Centers
Risk by Indicator · % of Centers
Govt. Vote Share by Risk Level · Regionales 2021 (avg = 45.4%)
Methodology

Six binary indicators across two dimensions: Administrative Risk (new centers, size ≤500 voters, voter variation >±15%) and Electoral Risk (abstention >50% or <11.4%, opposition dominance >75%, government dominance >75%). Composite Global Risk Index: 0–4. Data: Registro Electoral preliminar, April 2024; Elecciones Regionales 2021.

137 Countries · 2006–2026 · Bertelsmann Transformation Index

Political Regime Transformation
BTI Dashboard 2006–2026

↗ Live Dashboard
137
Countries
1,507
Observations
20
Years of Data
71.5%
RF Accuracy
0
Pole Crossings
Regime Distribution · 2026 · 137 Countries
Regime Trends · % of Countries · 2006–2026
Structural Stability · Regime Typology (2006→2026)
Key Finding

"The world is polarized into two nearly equal blocs — 50 stable autocracies and 50 stable democracies — with zero crossings between poles over 20 years."

Autocracy share grew from 33.9% (2006) to 36.5% (2026). The sharpest contraction is in unstable regimes — the middle ground is shrinking as countries polarize toward either pole.

Analysis: Dr. Héctor Briceño · Data: Bertelsmann Stiftung, BTI 2006–2026
Methodology

Original five-category regime typology (Stable Autocracies, New Autocracies, Unstable Regimes, New Democracies, Stable Democracies) based on BTI Democracy Status trajectories across 11 biennial waves. Analysis: descriptive statistics, one-way ANOVA, and Random Forest classification (5-fold cross-validation, 71.5% accuracy). This typology is not part of BTI's official classification.

Venezuela · 2024–2025 · Political Intelligence Reports

Venezuela Political Scenarios
2024–2025 Outlook

Scenario Matrix — Two Key Variables
Gov. delegitimization ↑ Gov. legitimization ↓ ← Opp. weakened Opp. strengthened → S0 ≈0% Rev. Reloaded S1 Low Con el Mazo S2 Med Huída Perpetua S3 Med-H Fuerzas Igualadas S4 Low Negociaciones S5 V.Low Transición Circle size = relative probability · Briceño 2024 for Ideas por la Democracia
Scenario Descriptions
S0 · Revolución Reloaded · ~0%
Chavismo reconnects with its base through economic benefits, revolutionary ideology, and charismatic leadership. Near-zero probability.
S1 · Con el Mazo · Low
Increased internal and external repression. Chavismo divided; radical factions gain power. Opposition fragmented. Unsustainable crisis scenario.
S2 · Huída Perpetua · Medium
Chavismo builds economic bubble, calls mega-elections, passes restrictive laws. Maximum opposition division. Most stable scenario for the regime.
S3 · Fuerzas Igualadas · Med-High
Opposition stays unified. Normalization narrative fails. A frozen conflict — war of attrition that can evolve toward S4/S5 or S0/S2.
S4 · Negociaciones · Low
Opposition imposes legitimacy on moderate chavista factions. Negotiated democratic reinstitutionalization path. Requires international guarantees.
S5 · Transición Democrática · Very low
Acute internal chavista conflict. Weakened factions cooperate with opposition for short-term democratic transition. Requires prior implosion of the governing coalition.
Source

Briceño, H. (December 2024). Escenarios Sociopolíticos Venezuela 2025. La lucha por la legitimidad postelectoral. Elaborado para Ideas por la Democracia, Caracas. Methodology: 4-stage scenario construction with civil society leaders (May 2023–December 2024).

Selected Projects

Analytics Work

Geospatial Intelligence · Global · 2025
Global Mapping of Illicit Petroleum Markets
Interactive D3.js/TopoJSON world map for a 15-country typology analysis of illicit fuel and oil markets. The project develops an original five-category market typology, presented through a choropleth visualization with filterable data tables. Designed to translate a complex qualitative framework into a data-driven geospatial intelligence tool accessible to policy and research audiences.
D3.jsTopoJSON ChoroplethTypology 15 CountriesBriceño 2025
Electoral Risk Intelligence · Venezuela · 2024
Electoral Risk Map — Venezuelan Presidential Election 2024
Quantitative electoral risk index covering all 15,923 voting centers ahead of the July 2024 presidential election. Six binary indicators across two dimensions — administrative and electoral risk — produce a composite score from 0 to 4. Key finding: 85.6% of centers were at risk, affecting 18.5M+ voters. Published by Observa Democracia.
Risk Index15,923 centers 21M+ votersSpatial Analysis Binary IndicatorsVenezuela
→ View published report at Observa Democracia
Electoral Infrastructure · Venezuela · 2024
Electoral Infrastructure & Voter Distribution — Venezuela 2015–2024
Comparative analysis of Venezuela's electoral infrastructure across three elections (2015, 2021, 2024). Key finding: the Electoral Register grew by 1.88 million voters despite a massive emigration crisis — a structural anomaly with direct implications for electoral manipulation. Documents the July 28, 2024 result: the largest opposition margin (36.6 points) in Venezuelan democratic history.
Electoral InfrastructureMigration & Voter Data 3 Elections335 Municipalities LongitudinalVenezuela
Comparative Politics · Global · Live Dashboard · 2026
BTI 2026 Dashboard — Political Regime Transformation across 137 Countries
Interactive dashboard covering 20 years of regime data (BTI 2006–2026) across 137 countries and 1,507 observations. Combines descriptive statistics, ANOVA, and Random Forest classification (71.5% accuracy). Key finding: the world is polarized into two equal blocs — 50 stable autocracies vs. 50 stable democracies — with zero crossings over 20 years.
BTI Data137 Countries Random ForestANOVA 20-Year PanelLive Dashboard
→ Explore live dashboard at Posmonición Política
Publications

Selected Research Output

2026
BTI 2026 Dashboard: Political Regime Transformation across 137 Countries Live Dashboard
Briceño, H. Posmonición Política. 137 countries · 1,507 observations · Random Forest + ANOVA. → View
2024
Mapeo de Riesgos Electorales — Venezuela, Elecciones Presidenciales 2024 Research Report
Briceño, H. Observa Democracia. 15,923 voting centers · 21M+ voters. → View
Peer-reviewed Books & Articles
2023
Multiple Crises of the Venezuelan Party System Springer
In Latouche, Muno & Gericke (Eds.), Venezuela – Dimensions of the Crisis. Springer.
2023
Autocratization and Public Administration in Venezuela APJPA
Muno, W. & Briceño, H. Asia Pacific Journal of Public Administration, Vol. 45, Issue 1.
2021
Venezuela: Sidelining Public Administration Under a Revolutionary-Populist Regime Cambridge UP
In Democratic Backsliding and Public Administration. Cambridge University Press. doi:10.1017/9781009023504.010
2018
La diversidad ideológica en la formación de las políticas públicas durante el chavismo
In Spiritto, F. (Ed.), Decisiones de Gobierno en Venezuela. Universidad Católica Andrés Bello.
2015
Avances y retrocesos de la democracia participativa en Venezuela
Briceño, H. & Maingon, T. Friedrich Ebert Stiftung.
View Full Publication List →

Let's Work Together

Available for research consulting, strategic analytics projects, and data intelligence engagements — remotely or on-site in Germany and Europe.

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