Econometrics | Data Analysis | Forecasting

Explore practical insights into econometrics, data analysis, and forecasting. Our articles cover statistical modelling, regression analysis, time series, quantitative methods, economic and business forecasting, and the application of data-driven techniques to real-world problems.

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AI text analysis economic signals extracted from news, speeches and financial reports for economic forecasting

AI Text Analysis Economic Signals: How News and Speeches Inform Forecasts

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AI text analysis economic signals are increasingly used to extract meaningful information from news articles, central-bank speeches, earnings calls, and business reports. By combining natural language processing with machine learning, economists and analysts can transform unstructured text into measurable indicators that help explain economic developments and support forecasting.

AI Text Analysis Economic Signals: How News and Speeches Inform Forecasts Read More »

AI bias in decision making illustrated through fairness testing, statistical analysis and algorithmic decision systems

AI Bias in Decision Making: Can We Trust AI Decisions?

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AI bias in decision making raises important questions about whether automated systems treat individuals and groups fairly. As artificial intelligence influences hiring, lending, healthcare, and other consequential decisions, statistical analysis and econometric methods can help identify discrimination, measure disparities, and assess whether algorithmic outcomes are reliable and fair.

AI Bias in Decision Making: Can We Trust AI Decisions? Read More »

AI Worker Productivity: Does AI Improve Performance or Change How We Work?

AI Worker Productivity: Does AI Improve Performance or Change How We Work?

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AI worker productivity is becoming an important subject in economic research as businesses adopt artificial intelligence across a growing range of tasks. While studies suggest that AI can improve efficiency and output in certain activities, the benefits vary by occupation, employee experience, task complexity, and workplace organization. Understanding these differences requires careful statistical analysis rather than assuming that AI improves productivity equally for everyone.

AI Worker Productivity: Does AI Improve Performance or Change How We Work? Read More »

AI text analysis economic signals extracted from news, speeches and financial reports for economic forecasting

AI Economic Forecasting: Can AI Beat Traditional Models?

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AI economic forecasting is changing how economists and analysts predict GDP growth, inflation, unemployment, and other economic indicators. Machine learning models can uncover complex patterns in large datasets, but their performance must be assessed against traditional econometric approaches, particularly when economic conditions change unexpectedly.

AI Economic Forecasting: Can AI Beat Traditional Models? Read More »

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