Statistics: how numbers tell our story

Lucía Noblejas , Lara Rubio , Cristina González and Ricardo Arcos

Every time someone applies for a mortgage, makes a purchase, travels abroad or buys a coffee, they leave a small economic footprint. When these millions of footprints are combined, they become statistics that help us understand how we live and the choices we make.
In this episode of CIENxCIEN, we explore how data generated by our individual actions are transformed into valuable information for society and how the resulting official statistics influence our own decisions.

“When we take out a mortgage, open a deposit account or choose between a fixed or variable mortgage rate, we’re thinking about what works best for us and our families. Yet together, all these personal decisions show us the bigger economic picture.”

You can listen to this episode in other languages by choosing your preferred audio track in the YouTube settings. The dubbing is done automatically and has not been reviewed by the Banco de España.

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From your mortgage to the balance of payments: how everyday decisions shape economic statistics

Buying a coffee, filling up with petrol, shopping online... On their own, the choices we make every day tell us little about the economy. But taken together with thousands or millions of similar decisions, they say a great deal about us.

This is how many of the key figures we use to understand the economy are produced: household borrowing and deposits, interest rates, international transactions and the financial position of businesses. Economic statistics don’t come from some abstract place called “the economy” – they start with decisions people and businesses make every day.

In this episode of CIENxCIEN, we follow a fictional household’s statistical footprint to explore where the data go and how they are used along the way. Lucía Noblejas, Lara Rubio, Cristina González and Ricardo Arcos take us through the different areas of the Banco de España’s Statistics Department, showing us that there are millions of everyday stories behind the key economic statistics.

Let's begin with one of the biggest financial decisions a household can make: buying a home and taking out a mortgage. A single transaction only tells us one household’s story. But looking at thousands of them allows us to analyse how borrowing is changing, what interest rates lenders are charging and how preferences are shifting between fixed or variable rates. Once this information has been checked and aggregated, it also offers insights into how monetary policy decisions feed through to households and businesses.

Our data journey takes us far beyond Spain’s borders. A tourist arriving from Rome, a holiday in Lisbon or a fuel delivery to a Spanish petrol station all leave their mark on the balance of payments. Through these everyday examples we discover how Spain’s economic ties with the rest of the world are measured and why official statistics are more than a collection of numbers. They are compiled using common rules, methodologies and criteria to give us reliable information that can be compared across countries.

Businesses leave their mark too. The data they provide shed light on trends in sales, employment, borrowing and financing costs across different sectors. But the information flows both ways. Through the Central Balance Sheet Data Office (CBSO) and tools such as BExplora, that information makes its way back to businesses and the public as useful insights for comparison, analysis and informed decision-making. With information going back to 1984, the CBSO also allows us to explore how businesses have changed over different economic cycles.

At every stage of this process, producing useful statistics means ensuring data quality, applying sound methods and keeping information secure. Data on individual customers or businesses are not published as such, but processed and released in aggregate form.

So, our data journey comes full circle. The data we generate as individuals, households, businesses and institutions come back to us as statistics that give us a clearer picture of our circumstances, show how we compare with others and help us make more informed choices.

Gold is not the Banco de España's only treasure. We have another asset of immense value: the data we collect, process and share to help us better understand our economy.

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Transcription (in Spanish) (132 KB)
Lucía Noblejas
Lucía Noblejas
  • Lucía is an analyst in the Banco de España’s Financial Statistics Division. She holds a degree in Business Administration and specialises in compiling, analysing and quality-assuring financial statistics. Lucía also has extensive experience in data on monetary financial institutions, insurance companies and pension funds. She works with national and international bodies and participates in initiatives to align statistical information with European standards.
Lara Rubio
Lara Rubio
  • Lara works in the Balance of Payments and Financial Accounts Division, with expertise in the compilation, analysis and quality-assurance of the goods and services components of the current account. She collaborates with national and international organisations and holds a degree in Business Administration and Management from Universidad Complutense de Madrid and a PhD in Statistical Systems specialising in central banking.
Cristina González
Cristina González
  • Cristina is an expert in Statistics and Financial Information at the Banco de España. She holds degrees in Business Administration and Management Information Systems Engineering and a PhD in Statistical Systems specialising in central banking. Her work focuses on business statistics and accounting, data integration and quality, methodological development and sustainability, contributing to national and international projects on environmental statistics and climate risks.
Ricardo Arcos
Ricardo Arcos
  • Ricardo holds a degree in Business Administration from Universidad Carlos III de Madrid and a PhD in Statistical Systems from the Massachusetts Institute of Technology. He works in the Banco de España’s data laboratory (BELab), helping to manage the laboratory and develop international projects, both those led by BELab and those undertaken in collaboration with other institutions.
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