Francisco J. Pesante Gonzalez *

Coordinator of the Academies and Workshops Program,

Puerto Rico Institute of Statistics

In an environment where public and private decisions increasingly rely on the rigorous analysis of information, the development of statistical capabilities is no longer a technical luxury, but a strategic need. Governments, companies, non-profit organizations and academic centers face the daily challenge of transforming large volumes of data into useful knowledge for planning, evaluating policies, identifying opportunities and anticipating risks.

Faced with this reality, the Academies and Workshops Program of the Puerto Rico Institute of Statistics (Institute) offers a structured response to contemporary needs in the field of data and statistics. More than isolated courses, the Institute's academic offering responds to a comprehensive curricular vision that recognizes statistical work as a continuous process that connects multiple tools, methodologies and platforms.

Statistical analysis as an integrated process

Modern statistical work begins long before analysis and continues long after producing a table or graph. It includes obtaining data, its organization, cleaning, analysis, visualization and effective communication of results. The curricular structure of the Academy Program of the Institute reflects precisely that logic: each workshop represents a piece within a chain of production of statistical knowledge.

For example, the management of census data — essential for government planning, economic development and social research — is strengthened by tools such as those offered by the Puerto Rico Community Survey and their products containing demographic and socio-economic data of the population, as well as data on household characteristics. This powerful tool not only allows access to tabulated data, but also allows the generation of thematic maps, allowing for socio-demographic analysis from a territorial perspective.

In the same way, the development of skills in Excel constitutes an essential gateway for many professionals. From this starting point, the participant can move towards business intelligence tools such as Tableau And Power BI, where data is transformed into dynamic visualizations that facilitate decision-making in public and private organizations.

R and RStudio: The Contemporary Analytical Core

One of the main axes of the program is the ecosystem of R and its integrated development environment (IDE) RStudio, one of the most used international platforms for reproducible statistical analysis. The curricular approach allows the participant to evolve from basic concepts to specialized applications.

Starting from R basic And the use of RStudio As a work environment, the workshops move towards key areas of modern analysis:

·  R Markdown: promotes reproducibility and transparency by integrating code, analysis and narrative into a single document.

·  Tidycensus: facilitates automated access to official census data.

·  Geographic Information System (GIS) with R: integrates statistical analysis with the geographical dimension, essential for territorial planning and regional analysis.

·  Webscraping: allows you to collect data from open digital sources.

·  Categorical data analysis And ggplot2: fundamental tools for exploring patterns in qualitative data and communicating results, both qualitative and quantitative, through clear and rigorous visualizations.

This approach to Academies reflects a global trend: modern statisticians not only analyze data, but also automate processes, integrate diverse sources and communicate findings effectively.

Impact on the public and private sector

The relevance of these tools transcends the academic field. In the public sector, they strengthen institutional capacity to produce higher quality official statistics, evaluate public policies and design evidence-based interventions. In the private sector, they allow us to optimize processes, understand markets, analyze customer behavior and support strategic planning.

In addition, community and non-profit organizations find in these tools an opportunity to measure social impact and support proposals with solid quantitative evidence.

Learning statistics in the digital age

The Institute Academies Program adopt educational modalities aligned with new professional dynamics. The webinars provide interactive spaces to discuss emerging issues and analyses applied to the reality of Puerto Rico. On the other hand, asynchronous workshops make it possible to develop technical competencies in a flexible way, integrating practical exercises and progressive learning.

This semester's webinar offerings include the following topics:

·  Intimate Femicide Risk Map: Sociodemographic Patterns and Prevention Measures in Puerto Rico

· 2023-2024 Migrant Profile

·  Financial Statistics

This model expands access to statistical knowledge and fosters a community of practice where professionals from different sectors share a common language based on data.

Towards a Statistical Culture

Beyond teaching about statistical information resources or Softwares Statistics, the central purpose of Academies and Workshops Program is to promote a statistical culture. This involves encouraging analytical thinking, collaborative work and the ethical use of information. The quality of the statistics produced by a country is directly linked to the preparation of people who work with data.

In that sense, the Institute's integrated curriculum design not only trains individuals, but also contributes to strengthening Puerto Rico's statistical ecosystem. Each workshop represents a step in a training path that connects tools, methodologies and real applications, preparing professionals capable of facing the challenges of a society that is increasingly guided by evidence.

The result is clear: better technical capabilities lead to better statistics, and better statistics make it possible to make better decisions for the country's economic and social development.

Don't wait any longer and enroll in the Institute's offer of workshops and webinars!

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The Institute of Statistics collaborated on a chapter of the Economic Report to the Governor.

The Puerto Rico Institute of Statistics collaborated on the development of a chapter for the Economic Report to the Governor and the Legislative Assembly 2025, prepared by the Planning Board. As part of this project, the study titled “Lag Index for Puerto Rico” was included in Chapter VII of the report, integrating statistical evidence on social, economic, and demographic aspects of Puerto Rico's municipalities.

The Lag Index is an analysis and planning tool developed by the Institute to support public discussion and evidence-based decision-making. The study evaluates dimensions related to economic and demographic issues, offering a comprehensive look at the socioeconomic situation of Puerto Rico's municipalities.

The Economic Report to the Governor and the Legislative Assembly is one of the main official publications on Puerto Rico's economic performance. With decades of publication, this annual report compiles and analyzes information related to economic activity, the labor market, public finances, population, foreign trade, and other topics relevant to the planning and evaluation of Puerto Rico's economy.

You can access the report via the following link: Economic Report to the Governor and the Legislative Assembly 2025.

Dr. Idania R. Rodríguez Ayuso, deputy director of the Institute of Statistics, together with Norberto Toledo, presented at the 46th Annual Research and Education Forum of the Medical Sciences Campus the most important results of the Risk Assessment Sheet study.

Among the results, it stands out that 1 in 4 women victims of domestic violence has a severe or extreme level of danger of being a victim of femicide.

The regions with the highest prevalence and relative risks due to risk factors for domestic violence were also presented.

You can access the presentation here: From Data to Action - The Role of the Risk Assessment Sheet in Women's Health and Safety in the Face of Gender-based Violence

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