Base Knowledge
Basic knowledge of microeconomics and quantitative methods.
Teaching Methodologies
The classes will be in-person with a theoretical explanation of the subjects and Exercises application.
The students working groups will be supervised during classes along the trimester.
Learning Results
T
Understand market structures and their implications for economic efficiency.
1. Identify different market structures, their characteristics, and associated efficiency.
2. Analyze price formation and business strategies in different markets.
Use tools to understand price formation processes and evaluate business strategies in different contexts.
3. Assess the impact of market power on consumers and social welfare.
Measure and interpret the effects of market power; understand its social cost and evaluate regulatory policies.
4. Apply basic concepts of Artificial Intelligence to market analysis and economic decisions.
Interpret predictions from machine learning-based models.
5. Develop a critical perspective on the ethical and regulatory challenges in the application of AI.
Reflect on the ethical implications of using AI.
Program
I – Perfect Competition
1.1 When is a market highly competitive?
1.2 Profit maximization
1.3 Marginal Revenue, Marginal Cost and Profit Maximization
1.4 Choosing output in the short run – the competitive firm’s short-run supply curve
1.5 The short-run market supply curve
1.6 The efficiency of a competitive market
II- Monopoly
2.1 Average Revenue and Marginal Revenue
2.2 The monopolist’s output decision
2.3 Profit maximization
2.4 Measuring monopoly power
2.5 Sources of monopoly power and natural monopoly
2.6 The social costs of monopoly power
2.7 The price discrimination
III – Monopolistic Competition Oligopoly
3.1 The characteristics of monopolistic competition
3.2 Equilibrium in the short run and the long run
3.3 Monopolistic competition and economic efficiency
3.4 Comparison of monopolistically competitive equilibrium and perfectly competitive equilibrium
IV Oligopoly
4.1 Equilibrium in an oligopolistic market: the Nash equilibrium
4.2 The Cournot model
4.3 First mover advantage—the Stackelberg Model
4.4 The price competition and homogeneous products – the Bertrand Model.
4.5 Cartels: analysis of cartel pricing
4.6 The OPEC oil cartel
V -Artificial Intelligence in Economics
4.1 AI and market analysis
4.2 Machine learning: price and demand forecasting
4.3 Personalization and price discrimination via AI
4.4 Ethics and regulation in the use of AI
Curricular Unit Teachers
Sara Rute Monteiro da Silva e SousaGrading Methods
Two possible methods:
1) Final Exam (100% of final mark)
2) Distributed evaluation which comprises 3 components:
(i) Two multiple-choice tests (15% of final mark)
(ii) A written group assignment, the progress of which will be discussed along the trimester (45% of final mark)
(iii) Final exam (45% of final mark)
Final mark = simple mean of the 2 tests (15%) + Work group (45%) + Final Exam (40%)
The final exam component (iii) must be greater than or equal to 7,5.
In either methodology, the final mark must be greater than or equal to 9,5.
Internship(s)
NAO
Bibliography
Agrawal, A., Gans, J., & Goldfarb, A. (2018). Prediction Machines: The Simple Economics of Artificial Intelligence. Harvard Business Review Press.
Frank, R. H. (2013 )“Microeconomia e Comportamento”, McGraw-Hill 8th ed.
Frank, R. H. (2021 )“Microeconomics and Behavior”, McGraw-Hill 10th ed.
Mateus, A., (2021), “A Regulação em Portugal: Como os portugueses pagaram 82 milhões de Euros pelas más políticas”, Alêtheia Editores
McConnell, C. R., Brue, S. L., & Flynn, S. M. (2022). Microeconomics. 22nd Edition. McGrawHill. ISBN 9781265271442.
Norvig, P., & Russell, S. (2021). Artificial Intelligence: A Modern Approach (Global Edition). 4th Edition. Pearson Education Limited.
Pindyck, R. and Rubinfeld, D., (2018), “Microeconomics”, 9th edition, Pearson- Varian, H., (2019) ” Intermediate Microeconomics: A Modern Approach” 9th edition, Media Update- Viscusi, W., Vernon, J. e Harrington, J. (2018), “Economics of Regulation and Antitrust”, 5th edition, The MIT Press
Class support slides
Worksheets