In unstructured online media text, users reveal their emotions in ways analogous to the principle of revealed preference in consumer demand theory. Machine learning techniques can be used to construct real-time measures of sentiment/well-being.
The rational choice theory of economics still works well in many contexts. But it faces increasing challenges when networks, social influence and emotion are playing an increasing role in decision making. Here is a presentation I gave on the topic to a conference organised by ING bank in Amsterdam.
The Obesity Epidemic
Obesity has become a major problem in the West, highlighted by the Covid crisis. Here is a paper on how obesity in the US has grown rapidly over the past 30 years, along with potential explanations.
There is still intensive debate about income inequality, and in particular the pay of the top 1 per cent. Here is a piece I contributed to a book on the topic.
Here are the slides of a keynote presentation I gave to a Bank of England/Federal Reserve conference on better ways to understand economic recessions using machine learning
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