Accreditations
Programme Structure for 2024/2025
Curricular Courses | Credits | |
---|---|---|
Financial Accounting I
6.0 ECTS
|
Mandatory Courses | 6.0 |
Marketing Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Ict'S for Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Fundamentals of Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Mathematics
6.0 ECTS
|
Mandatory Courses | 6.0 |
Microeconomics
6.0 ECTS
|
Mandatory Courses | 6.0 |
Management Accounting I
6.0 ECTS
|
Mandatory Courses | 6.0 |
Fundamentals of Finance
6.0 ECTS
|
Mandatory Courses | 6.0 |
Optimization
6.0 ECTS
|
Mandatory Courses | 6.0 |
Writing Scientific and Technical Texts
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 1 | 2.0 |
Academic Work with Artificial Intelligence
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 1 | 2.0 |
Public Speaking with Drama Techniques
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 2 | 2.0 |
Communication Techniques
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 2 | 2.0 |
Competencies for the Labor Market
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 3 | 2.0 |
Advanced Excel
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 3 | 2.0 |
Introduction to Design Thinking
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 3 | 2.0 |
Critical Thinking
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 3 | 2.0 |
Management Accounting II
6.0 ECTS
|
Mandatory Courses | 6.0 |
Statistics I
6.0 ECTS
|
Mandatory Courses | 6.0 |
Tax
6.0 ECTS
|
Mandatory Courses | 6.0 |
Macroeconomics
6.0 ECTS
|
Mandatory Courses | 6.0 |
Operational Marketing
6.0 ECTS
|
Mandatory Courses | 6.0 |
Organizational Models
6.0 ECTS
|
Mandatory Courses | 6.0 |
Financial Accounting II
6.0 ECTS
|
Mandatory Courses | 6.0 |
Company Law
6.0 ECTS
|
Mandatory Courses | 6.0 |
Business Law
6.0 ECTS
|
Mandatory Courses | 6.0 |
Statistics II
6.0 ECTS
|
Mandatory Courses | 6.0 |
Investments
6.0 ECTS
|
Mandatory Courses | 6.0 |
Taxation for Non-Residents
6.0 ECTS
|
Mandatory Courses | 6.0 |
Corporate Entrepreneurship
6.0 ECTS
|
Mandatory Courses | 6.0 |
Strategic Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Corporate Finance
6.0 ECTS
|
Mandatory Courses | 6.0 |
Integrated Operations Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Operation Research
6.0 ECTS
|
Mandatory Courses | 6.0 |
Human Resources Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Final Project in Management
12.0 ECTS
|
Mandatory Courses | 12.0 |
Financial Accounting I
At the end of the course, students should be able to:
1. Understand the objective of financial accounting.
2. Understand the financial statements structure and content.
3. Analyze and describe the effect of decisions and business transactions on the financial statements.
Chapter 1 - Accounting as a language of business
Chapter 2 - Financial statements
Chapter 3 - Balance sheet
Chapter 4 - Income statement
Chapter 5 - Statement of cash flows
Chapter 6 - Tanglible fixed assets
Chapter 7 - Inventory
Chapter 8 - Operations at the end of reporting year
1. Evaluation throughout the semester:
- Group work (30%)
- Final exam (70%).
Requirements:
- A minimum level of attendance is not required.
- Minimum grade of 8,5 points in the final exam is required.
Approval requires a minimum of 10 points (weighted average).
2. Evaluation by exam
- Final sitting exam (100%).
Approval requires a minimum of 10 points.
Title: Stolowy, Ding, and Paugam, Financial Accounting and Reporting: a global perspective, Cengage (7ª edição), 2020/2024.
Lourenço et. al., Fundamentos de Contabilidade Financeira: teoria e casos. Edições Sílabo (3ª edição)., 2020.
Authors:
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Title: Libby et al., Financial Accounting. McGraw Hill., 2023.
Lourenço and Morais, Contabilidade Financeira: resumo sistematizado dos conceitos, lançamentos e fórmulas usados em contabilidade financeira, Edições Sílabo, 2018.
CNC, Sistema de Normalização Contabilística (SNC) - Legislação, 2024.
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Marketing Management
At the end of this course, students should have the skills to:
LG1. Describe the evolution of the Marketing concept;
LG2. Analyse the main market performance indicators;
LG3. Identify methods for gathering information about the consumer;
LG4. Develop a portfolio analysis with an external and internal vision of the organization;
LG5. Develop a SWOT analysis;
LG6. Identify target markets and define a positioning strategy;
LG7. Identify marketing-mix politics.
LG8. Identify future trends in marketing.
P1. Evolution of the Marketing concept
P2. Marketing Plan
P2.1. Plan components and control
P2.2.Organizational structure
P3. Situational Analysis (offline and online)
P3.1. Market
P3.2. Consumer behaviour
P3.3. Market intelligence
P3.4. Competition analysis
P3.5. Company analysis
P3.6. Portfolio analysis
P3.7. SWOT analysis
P4. Segmentation and Targeting
P5. Positioning
P6. Marketing-mix (offline and online)
P6.1.Product
P6.2. Price
P6.3. Placement
P6.4. Promotion
P7. Future Trends in Marketing
P7.1 Digital Transformation
P7.2 The Role of Generative Artificial Intelligence in Marketing
P7.3 The Role of Marketing for a Sustainable Future
Assessment throughout the semester: Individual participation in class (15%); Individual discussion of the workgroup project: (20%); Workgroup report (10%); individual case studies (15%); Final individual exam (40%). Minimum grade in any of the components: 8 points. Minimum final grade: 10 points for final approval. Attendance to classes of at least 2/3 (less will exclude students from this evaluation scheme). Failure in the assessment throughout the semester will lead to two additional moments to pass, each worth 100% of the final grade.
A final above 16 may imply an additional oral examination.
Title: Baynast, A., Lendrevie, J., Lévy, J.; Dionísio, P., Rodrigues, J.V. (2021), MERCATOR 25 Anos, o Marketing na Era Digital, Dom Quixote.
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Title: Kotler, P. , Armstrong, G, Balasubramanian. S. (2023). Principles of Marketing, Global Edition. Pearson.
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Ict'S for Management
With this curricular unit the student should be able to:
1. Describe the variables and the formulas needed to construct a calculation model;
2. Use basic features of a spreadsheet;
3. Use functions for building models in a spreadsheet;
4. Construct advanced models applied to management in a spreadsheet;
5. Compute automatic procedures with the use of VBA.
The main issues to be addressed are:
1. Introduction to spreadsheets
2. Model construction
3. Information extraction
4. Introduction to Visual Basic for Applications
Assessment throughout the semester:
- Group work (40%) - Project made by a group of students. Mandatory, no minimum score.
- Individual Test (60%) - Written test, mid-term, scheduled online via e-learning and support by Zoom. Mandatory, with a minimum score of 8 (in 20).
Final exam (100%):
- Individual written exam, without consultation, encompassing the entire syllabus.
Takes the final exam - in season 1, 2 or special (according to the pedagogical rules) - who has not concluded the assessment throughout the semester successfully, with an average score greater than or equal to 10 (out of 20).
Title: - Dias Curto, José, & Vieira, Duarte (2023). Excel para Economia e Gestão, 5ª Ed., Edições Sílabo, Lisboa, ISBN 978-989-561-290-1.
- Lomonaco, Leonardo (2023). EXCEL - A Comprehensive Guide to Become an Expert on Excel 2023 With All-in-One Approach, 1st. Ed., Leonardo Lomonaco, Author edition, ISBN 979-821-534-773-7.
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Title: - Bernardo, Maria do Rosário; Negas, Mário Carrilho & Isaías, Pedro (2013). Excel Aplicado, FCA Editora, ISBN 978-972-722-755-6.
- Dreher, Gil (2023). Excel 2023: The Must-Have Guide to Master Microsoft Excel - From Beginner to Pro in less than 7 Days - Step-by-step Formulas and Functions with Tutorials and Illustration, Gil Dreher, Author edition, ISBN 979-837-552-249-4.
- Harvey, Greg (2016). Excel 2016 All-in-One for Dummies. New Jersey: John Wiley & Sons.
- Lemonde, Carlos (2024). Python com Excel – Automação e Análise de Dados. Lisboa: FCA.
- Martins, António (2019). Aprenda Excel com Casos Práticos, Edições Sílabo, Lisboa, ISBN: 978-972-618-996-1.
- Maxwell, Daniel (2024). Excel 2024 Bible: A comprehensive step by step guide from Beginner to Expert. Unlock Simple Strategies to Boost Productivity, Save Time, and Excel in Your Career, ISBN 979-832-120-814-4.
- Monk, Ellen F.; Brady, Joseph A. & Mendelsohn, Emilio I. (2017). Problem-Solving Cases in Microsoft Access And Excel, 15th Edition, Course Technology, Cengage Learning, Boston, USA., ISBN 978-133-710-133-2.
- Peres, Paula (2014). Excel Avançado (3ª Edição). Lisboa: Sílabo.
- Sengupta, Chandan (2009). Financial Analysis and Modeling Using Excel and VBA, 2nd Edition, John Wiley & Sons, USA, ISBN 978-047-027-560-3.
- Winston, Wayne L. (2019). Microsoft Excel 2019: Data Analysis and Business Modeling, 6th Edition, Pearson Education, USA., ISBN 978-150-930-588-9.
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Fundamentals of Management
At the end of the course, the student shall be able to:
1. Discuss the role of the organizations and managers in the society, as well as, identifying the different theories of management and their effects on the labor and on the performance of the organizations
2. Understand and analyze the effects of the business environment over the organization
3. Discuss and analyze the performance of managers from the point of view of the functions of management
4. Frame and discuss management work under the scope of innovation, social responsibility, and sustainability
S1. Managing in organizations
1.1 Organizations and management of organizations
S2. Theories of management
2.1 Rational goal models
2.2 Internal process models
2.3 Human relations models
2.4 Open systems models
2.5 The competing values framework
S3. The business environment
3.1 The competitive environment
3.2 The general environment
3.3 The stakeholder analysis
S4. Functions of management
4.1 Planning
4.2 Organizing (organizational and management structures)
4.3 Leading
4.4 Controlling
S5. Innovation in organizations
5.1 Entrepreneurship and innovation
5.2 The process of innovation
S6. Social responsibility and sustainability
6.1 Ethics
6.2 Corporate Social Responsibility
6.3 Sustainability
The assessment is twofold: Periodic and Final Exams
Periodic assessment
The periodic assessment comprises the following items:
In class oral presentation - 15%; and, group report - 20%
mid-term test - 10%
Final test - 55%;
The minimum grade for validation of the assessment, for all components, is 7.50 valores. The required attendance record is 80%.
Final exams
There are two phases of final exams at the end of the semester. The passing grade in the exam is 10 valores and it counts for 100% of the final grade.
Note:
The students who fail to pass in the periodic assessment may take the final exam of the second phase.
The students who have got a final grade of 17 valores or above, will have to submit to an oral exam. It is assured the minimum grade to be granted will be no less than 17 valores.
Title: Case studies and other learning materials will be provided by the faculty.
Management: using practice and theory to develop skills / David Boddy (2020, 8th edition) / Pearson
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Title: Casos e artigos serão providenciados pelos docentes
Introduction to Management / John Schermerhorn Jr. and Daniel Bachrach (2020, 13th edition) / Wiley
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Mathematics
At the end of the course the student will learn:
LG1. The concept of the derivative as a special type of limit and an essential tool to solve problems such as rates of change, optimization or approximation of functions by polynomials
LG2. The definite integral and its connection to differential calculus; the integration methods that allow integrating simpler functions, but also more complex functions; how to use the integral to, for instance, calculate areas between curves
LG3. What a differential equation is and its importance in mathematical modeling; to solve separable equations and to know about its application to population growth models
LG4. Series and their convergence; how to determine the convergence of geometric series, as well as use them to solve some real problems; the importance of series in the representation of functions as sums of infinite series and analyze phenomena by substituting a function for the first terms of the series that represents it.
CP1. Derivatives
Derivatives; the derivative as a function; the Chain Rule; implicit differentiation; inverse functions and their derivatives; linear and quadratic approximations; Taylor polynomials; applications of differentiation (rates of change in the Natural and Social Sciences, the Mean Value Theorem, L'Hôpital's rule)
CP2. Integrals
Introduction to integrals; antiderivatives; integration techniques; the definite integral, the Fundamental Theorem of Calculus and indefinite integrals; applications of integration (areas between curves, average value of a function, applications to economics)
CP3. Differential Equations
Modeling with differential equations; separable equations; models for population growth
CP4. Series
Sequences and series; geometric series and some convergence tests; applications of series in economics and finance
There are two grading schemes:
1. Assessment throughout the semester:
- Minimum attendance: presence in at least two-thirds of the classes.
- 3 in-class mini-tests (10%), with the following rules:
* performed during theoretical classes throughout the classes period;
* the final grade for this component will consider the 2 highest grades out of the 3 mini-tests (each contributing 5%);
* a minimum grade of 10.0 points (out of 20) in the average of the best two mini-tests is required.
- 3 online quizzes (15%), with the following rules:
* submitted on the Moodle platform during the classes period;
* the final grade for this component will be the average of the obtained scores (each contributing 5%);
* a minimum average score of 10.0 points (out of 20) from the three quizzes is required.
- Final test (75%): written test performed in the 1st or 2nd examination period, with minimum grade of 8.50 points (out of 20).
2. Exam Assessment: A final written Exam (with a weight of 100%), in the 1st or 2nd examination period.
Title: James Stewart, Cálculo Volume 1 - Tradução da 8ª Edição Norte Americana, 2017, Cengage Learning. ISBN-13: 9788522125838
James Stewart, Cálculo Volume 2 - Tradução da 8ª Edição Norte Americana, 2017, Cengage Learning. ISBN-13: 9788522125845
James Stewart, Calculus, Early Transcendentals, International Metric Edition, 8th Edition, Cengage Learning. Print ISBN: 9781305272378
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Title: Knut Sydsaeter, Peter Hammond, Arne Strom & Andrés Carvajal, Essential Mathematics for Economic Analysis, 5th edition, 2016, Pearson. ISBN-13: 9781292074610
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Microeconomics
By the end of the curricular unit the student should:
LO1. know the basic concepts of microeconomic theory;
LO2. understand the relevant modelling techniques;
LO3. use theoretical knowledge in the analysis of real markets;
LO4. combine the conceptual, mathematical and graphical approaches to solve specific problems.
S1. Introduction to markets: demand, supply and equilibrium.
S2. Consumer theory
The budget constraint and the set of feasible choices; preferences and utility; optimal choice; individual demand; market demand; elasticities; extensions to the rational consumer model.
S3. Producer theory
Technology and the production function in the short and in the long run, marginal productivities and scale returns; short and long run costs; profit maximization.
S4. Market structure
Perfect competition: assumptions; the individual supply curve and market supply; market equilibrium in the short and in the long run; consumer and producer surplus; the efficient market result; introduction to market failures.
Monopoly: the firm's choice; efficiency losses; natural monopolies; price discrimination.
Imperfect competition: basic game theory, Nash equilibrium; examples of oligopoly models; cartels and regulation.
Assessment throughout the semester includes the following elements:
- Two online quizzes, each having a weight of 20% (there will be three quizzes, but only the best two will be taken into account);
- Participation in class, including problem set resolution (10%);
- Written exam at the end of the term (50%).*
*In order to get a positive grade in the course, the mark of the written exam cannot be below 8.5.
Students can opt to be assessed by a single final exam (100% of the grade).
Title: Frank, R., and Cartwright, E., Microeconomics and Behavior, 2021, 10ª Ed, New York: McGrawHill.
Pindyck, R.S. e D.L. Rubinfeld, Microeconomics, 2018, 9ª Ed, New Jersey: Pearson Prentice-Hall.
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Title: Krugman, P. e Wells, R., Microeconomics, 2017, 5ª Ed, New York: Worth Publishers.
Varian, H. e Melitz, M., Intermediate Microeconomics, A Modern Approach, 2024, 10ª Ed, W. W. Norton & Company,
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Management Accounting I
After being approved in this course, students must be able to:
LG1: Understand the relevance of management accounting in organizations;
LG2: Apply cost allocation methods;
LG3: Identify the income effects of alternative cost accumulation systems;
LG4: Apply the basis of accounting information in decision making processes.
1. Aims of management and cost accounting
2. An introduction to cost terms and purposes
3. Alternative cost accumulation systems, income and inventory effects
4. An introduction to cost-volume-profit analysis
5. Joint costs
6. Cost allocation (departmental method versus activity based-costing)
7. Job costing and process costing
1. Assessment throughout the semester
- Assessment instruments:
- Two mid-term tests during the academic year;
- One written test during the assessment period, in the same day of the first period exam.
- Minimum requirements:
- Attendance to classes of at least 2/3;
- Delivery of the two mid-term tests;
- Minimum grade of 7.5 points (average of the two mid-term tests)
- Minimum grade of 7.5 points in the written test.
- The non-compliance with one of these minimum requirements will consider the student, automatically, under the assessment by exam
- Final Grade = mid-term test (25%) + mid-term test (25%) + written test (50%)
2. Assessment by exam:
- First period exam, second period exam, and special period exam: written test 100% (minimum mark for approval: 10 points).
Title: Bhimani, A., Horngren, C.T., Datar, S.M. and Rajan, M. (2023) Management and Cost Accounting, 8th Edition, Pearson.
Drury, C. and Tayles, M. (2021) Management and Cost Accounting, 11th Edition, South-Western / Cengage Learning.
Garrison, R., Noreen, E. and Brewer, P. (2024) Managerial Accounting, 17th Edition, McGraw-Hill.
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Title: Franco, V., Oliveira, A.V., Morais, A.I., Oliveira, B.J., Lourenço, I., Major, M.J., Jesus, M.A. e Serrasqueiro, R. (2015) Os Custos, os Resultados e a Informação para a Gestão, 4ª Edição, Livros Horizonte, Lisboa.
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Fundamentals of Finance
At the end of this learning unit's term, the student must be able:
1. To explain the concept of time value of money, discounting and compounding and to be able to compare cash flows with different timetables;
2. To compute cash flows from applications and financing operations;
3. To characterize the organization of the main financial markets;
4. To compute currency and interest rate operations;
5. To describe the concept of business profitability and to compute and analyze the more relevant profitability ratios linking profitability with the firm's capital structure;
6. To analyze the financial condition of a firm and to compute and analyze the more relevant financial ratios;
7. To describe and compute de concept of working capital and to link it with the firm's financial condition;
8. To describe and compute the concept of cash flow in capital investment valuation;
9. To describe and compute the main valuation criteria used in capital investment analysis.
I - Time Value of Money
1. The concept of interest rate, consumption and saving
2. Nominal and real interest rate
3. Financial intermediation and risk
4. Simple and compounding interest
5. Discounting and compounding factors
6. Periodic/regular flows: rents
7. Applications and financing operations
II - Markets, Instruments and Financial Institutions
1. Foreign exchange market: the currency rate
2. Monetary market: the interest rate
3. Capital markets: primary and secondary markets
4. Financial Institutions
5. Financial information: sources and analysis
III - Financial Analysis
1. Economic and financial flows
2. Income and profitability ratios
3. Financial leverage
4. Sources and application of funds
5. Working capital
6. Solvency
7. Cash flow analysis
IV - Capital Investments
1. Typology of investments
2. The concept of the project's cash flow map
3. Valuation methodology
4. The discount rate
5. Valuation criteria: NPV, IRR, PI and PAYBACK
Assessment throughout the Semester:
There is no mandatory attendance.
There are 2 Tests:
1. Intermediate Test - worth 40% of the final grade, in person, and with no minimum grade. It covers points I and II of the Syllabus.
2. Final Test - worth 60% of the final grade, in person (at the same time as the First Period Exam), and with no minimum grade. It covers points III and IV of the Syllabus.
For the Intermediate Test and the Final Test, prior registration may be mandatory.
Assessment by exam:
Both the First Period and the Second Period Exams are each worth 100% of the final grade and are performed in person. Each one covers all the points on the Syllabus.
Title: Mota, A. G., Barroso, C., Soares, H. e Laureano, L., 2023, "Introdução às Finanças - Fundamentos de Finanças com Casos Práticos Resolvidos e Propostos", Edições Sílabo, 4ª Edição, Lisboa, EAN 9789895613298 - https://silabo.pt/catalogo/gestao-organizacional/financas/livro/introducao-as-financas/
Mota, A. G., Barroso, C., Soares, H. e Laureano, L., 2021, " Introduction to Finance - Fundamentals of Finance with Solved Exercises and Follow-up Exercises", Edições Sílabo, 3rd Edition, Lisboa, - ISBN 978-989-561-148-5 - https://silabo.pt/catalogo/gestao-organizacional/livro/introduction-to-finance-e-book/
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Title: Brealey, Richard A., Myers, Stewart C. e Franklin Allen, 2019, "ISE Principles of Corporate Finance", 13th Edition, McGraw Hill Education. ISBN-13: 978-1260565553 - https://www.amazon.com/Principles-Corporate-Finance-Richard-Brealey/dp/1260565556/ref=sr_1_1?crid=15NY5DGEOK65Z&keywords=corporate+finance+brealey&qid=1704553527&sprefix=corporate+finance+brealey%2Caps%2C183&sr=8-1
Ross, S., Westerfield R. e B. Jordan, 2021, "Fundamentals of Corporate Finance ISE", 13th Edition, McGraw-Hill. ISBN: 9781265553609 - https://www.amazon.com/Fundamentals-Corporate-Finance-International-Textbook/dp/1265553602/ref=sr_1_1?crid=26P0JNL6N6KZL&keywords=fund
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Optimization
At the end of the course the student will learn:
LO1. To master the vector and matrix language, and to use it to solve and classify systems of linear equations; to calculate, interpret and apply determinants of matrices; to calculate and interpret eigenvalues and eigenvectors, to diagonalize matrices and apply these tools to classify quadratic forms.
LO2. To know different points of view when studying functions of more than one variable (descriptive, numerical, algebraic and graphical), as well as the fundamental concepts of limit and differentiability of these functions.
LO3. To recognize and solve optimization problems, not constrained and constrained, involving functions with more than one variable; to recognize and formulate a linear optimization problem and graphically determine its optimal solution in the case of two variables.
CP1. Linear algebra
1.1 Systems of linear equations: Gaussian elimination. Classification of systems.
1.2 Matrices and matrix operations: Properties. Liner dependence and independence. Rank of a matrix. Gauss-Jordan procedure.
1.3 Determinants: Definition, properties and utility. Matrix inversion.
1.4 Eigenvalues and eigenvectors. Diagonalization.
1.5 Quadratic forms.
CP2. Functions of more than one variable
2.1 Functions of two (or more) variables
2.2 Limits and continuity. Partial derivatives.
2.3 Tangent planes and linear approximations. Differentiability.
2.4 The chain rule. Implicit differentiation.
2.5 Directional derivatives and the gradient vector.
CP3. Optimization in R^n
3.1 Unconstrained extrema in R^n: local and global extrema. The Hessian matrix.
3.2 Constrained extrema in R^n: Lagrange multipliers.
3.3 Linear programming: graphical method, economic interpretation.
Approval in this curricular unit can be achieved through any of the two possible modalities:
(AS) Assessment throughout the semester:
– Minimum attendance: presence in at least two thirds of the classes (= 24 classes).
– Three in-class mini-tests (10%), during certain lectures. Among these, only the best two grades count (5% each). A minimum grade of 10.0 points (out of 20) in the average of the best two mini-tests is required.
– Three online quizzes (15%), submitted on the Moodle platform. The average of those three evaluations counts towards the final grade (5% each). A minimum grade of 10.0 points (out of 20) in the average is required.
– Final test (75%): written test taken during the 1st or 2nd examination period, with a minimum grade of 8.50 points (out of 20) required.
(AE) Exam Assessment:
– a final written Exam (weighting 100%) in the 1st or 2nd examination period.
1. The minimum passing final grade is 9.50 valores, which rounds up to a final grade of 10 points.
2. The Final Test and the Exam occur simultaneously, covering the entire course material.
3. A student is excluded from the Assessment Throughout the Semester modality, automatically switching to the Exam Assessment modality, if the average of the three quizzes or the average of the best two mini-tests is less than 10.0 points (out of 20).
4. If the grade obtained in the Final Exam is greater than the grade obtained in the Assessment Throughout the Semester, then the modality automatically switches to Exam Assessment. (That is, the best of the two grades is the one that prevails.)
5. Online quizzes' rules:
– Three quizzes, throughout the term, using the e-learning platform Moodle.
– The quizzes can be taken anytime during specific 72 hour slots, opportunely communicated to the students, but once initiated they have a maximum duration of 30 minutes (45 minutes for special educational needs requiring 50% added time).
– The quizzes must be performed individually, and each student has a single attempt to answer each quiz.
– The final quizzes' grade will be the average of the 3 quizzes.
6. Evaluation during the special season (“época especial”) is performed exclusively through the Exam Assessment modality.
7. Repeating students have the same assessment modalities, subject to the same rules.
8. Students may have to undertake an oral examination whenever the instructors deem it necessary.
9. Oral examination may also be required to defend final grades above 17 points (out of 20).
Title: Howard Anton & Chris Rorres, "Álgebra Linear com Aplicações", Tradução da 10a Edição, 2012, Bookman.
James Stewart, "Cálculo, Volume 2", Tradução da 8a Edição Norte Americana, 2016, Cengage Learning.
Howard Anton & Chris Rorres, "Elementary Linear Algebra: Applications Version", 10th Edition, 2010, Wiley.
James Stewart, "Calculus : Early Transcendentals", 8th Edition, International Metric Edition, 2016, Cengage Learning.
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Title: Knut Sydsaeter, Peter Hammond, Arne Strom & Andrés Carvajal, "Essential Mathematics for Economic Analysis", 5th edition, 2016, Pearson.
Alpha C. Chiang & Kevin Wainwright, "Fundamental Methods of Mathematical Economics", 4th Edition, 2005, McGraw-Hill.
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Writing Scientific and Technical Texts
LO1. Develop skills in identifying and understanding the basic processes of scientific research.
LO2. Know, identify and summarise the essential elements of a scientific article.
LO3. Identify the structure of writing in research papers and technical reports. LO4. Know how to use APA Standards in scientific writing and academic reports (standards for dissertations and theses at Iscte-IUL).
The learning objectives will be achieved through practical and reflective activities, supported by the active and participatory teaching method which favours experiential learning. Classes will consist of activities such as:
- Group discussions;
- Oral presentation and defence;
- Analysing texts;
- Project presentations;
- Individual reflection.
CP1: Introduction to scientific research: concepts and processes. Research questions. Processes: stages (Identifying the problem; Reviewing the literature; Defining objectives and hypotheses; Selecting the methodology; Collecting data; Analysing data; Conclusions and recommendations).
CP2: Techniques for summarising and analysing scientific articles. Identifying relevant sources, evaluating the literature and synthesising information. Ethics, informed consent, confidentiality and integrity in research. Data collection methods.
CP3: Structure and organisation of research papers: pre-textual elements (cover, title page, abstract, keywords, table of contents), textual elements (introduction, literature review, methodology, results, discussion) and post-textual elements (conclusion, references, appendices, annexes). Preparation of a structure based on topics provided by the lecturer.
CP4: Application of APA Standards in scientific writing and academic reports.
The assessment of the course aims to gauge the students' acquisition of skills in essential aspects of writing texts in an academic context. Assessment throughout the semester includes activities covering different aspects of the technical and scientific writing process, including group and individual work activities:
Group activities (70%) [students are organized into groups of 4, randomly selected].
1- Group discussions with case studies (20%):
Description: each group is given a case study to analyze, and must identify the type of text; the research problem(s), hypotheses, methodologies used and data sources. The results of their work are presented in class to their colleagues (Time/group: presentation - 3 min; debate - 5 min).
Assessment (oral): based on active participation, the quality of the analysis and the clarity of the presentation.
2 - Research exercises and application of APA standards (20%).
Description: Students carry out practical research exercises in a (thematic) context on bibliographical references, their formatting and citation according to APA Norms. Assessment (written work to be submitted on Moodle): The exercises will be corrected and assessed on the basis of accuracy and compliance with APA Standards.
3 - Project Presentation Simulations (30%):
Description: groups choose a topic and create a fictitious project following the structure of a technical report or scientific text, making a presentation of their project in class (Time/group: presentation 3 min.; debate: 5 min.). The work is then reviewed following the comments.
Assessment: (Oral component and written/digital content to be submitted on Moodle): organization, content, correct use of the structure and procedures of academic work, ability to answer questions posed by colleagues and the teacher.
Individual activities (30%):
1 - Summary of a scientific article (20%).
Description: Each student must read and summarize a scientific article.
Assessment: The summaries made in class will be assessed on their ability to identify and summarize the essential elements of the text.
2 - Participation in activities throughout the semester (10%).
Description: This component aims to assess the specific contributions of each student in the activities carried out throughout the semester. Assessment: Interventions in the classroom; relevance of the student's specific contributions to debates; collaborative relationship with colleagues. In order to be assessed throughout the semester, the student must be present at 80% of the classes and have more than 7 (seven) marks in each of the assessments. If there are doubts about participation in the activities carried out, the teacher may request an oral discussion.
Final assessment: In-person written test (100%).
Title: American Psychological Association (2020). Publication manual of the American Psychological Association, 7 edição APA.
Macagno, F. & Rapanta, C. (2021). Escrita académica: argumentação, lógica da escrita, ideias, estilo, artigos e papers. Pactor.
Ribeiro, A. & Rosa, A. (2024). Descobrindo o potencial do CHATGPT em sala de aula: guia para professores e alunos. Atlantic Books.
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Title: Cottrell, S. (2005). Critical thinking skills: developing effective analysis and argument. Palgrave McMillan.
Creswell, J. W., & Creswell, J. D. (2018). Research design: qualitative, quantitative, and mixed methods approaches. SAGE Publications.
D'Alte, P., & D'Alte, L. (2023). Para uma avaliação do ChatGPT como ferramenta auxiliar de escrita de textos académicos. Revista Bibliomar, 22 (1), 122-138. DOI: 10.18764/2526-6160v22n1.2023.6.
Duarte, N. (2008). The art and science of creating great presentations. O'Reilly Media.Creswell, J. W., & Creswell, J. D. (2018). Research design: qualitative, quantitative, and mixed methods approaches. SAGE Publications.
Hofmann, A. (2016). Scientific writing and communication: papers, proposals, and presentations. Oxford University Press.
Kuhn, Deanna (1991). The skills of argument. Cambridge University Press.
Marcos, I.(2016). Citar e referenciar: o uso ético da informação. http://hdl.handle.net/10400.2/3929
Martínez, J. (2016). Cómo buscar y usar información científica: Guía para estudiantes universitários. Santander. http://hdl.handle.net/10760/29934
OIT. (2021). Ajustar as competências e a aprendizagem ao longo da vida para o futuro do trabalho. OIT Genebra.
OIT. (2020). Guia sobre como e porquê recolher e utilizar dados sobre as relações laborais. OIT Genebra.
Rapanta, C., Garcia-Mila, M., & Gilabert, S. (2013). What is meant by argumentative competence? An integrative review of methods of analysis and assessment in education. Review of Educational Research, 83(4), 483-520.
Rodrigues, A. (2022). A Natureza da Atividade Comunicativa. LisbonPress.
Rodrigues, A. D. (2005). A Partitura invisível. Para uma abordagem interacional da linguagem. Colibri.
Swales, J. M., & Feak, C. B. (2012). Academic writing for graduate students: essential tasks and skills. University of Michigan Press.
Umberto, E. (2016). Como se faz uma Tese em Ciências Humanas. Editorial Presença.
Manuais: http://www.apastyle.org/ http://www.apastyle.org/learn/tutorials/index.aspx
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Academic Work with Artificial Intelligence
LO1. Know the structure, language and ethical and normative (APA) procedures for writing academic texts.
LO2. Learn how to use generative models to write academic texts.
LO3. Discuss procedures for the analysis, relevance and reliability of data generated by AI.
LO4. Recognize the ethical implications of using generative AI in an academic context. The learning objectives will be achieved through practical and reflective activities such as:
- Group discussions;
- Analysis of texts;
- Oral defense;
- Practical exercises.
CP1. Introduction: academic writing and generative models:
- Understanding how Generative Artificial Intelligence works: the path towards using generative AI in the academic environment.
CP2. Procedures for planning and constructing argumentative texts with the help of AI:
- Identifying the possibilities and hallucinations in the answers produced by Generative AI.
CP3. Critical analysis of texts produced: identifying and referencing data sources and analyzing their relevance to the objectives of academic work:
- Exploring the possibilities of data validation and the potential use of Generative AI tools in the production of academic papers.
CP4. Opportunities and risks of using AI: good practice guide for accessing, sharing and using Generative AI in an academic context:
- Understand the dynamics in responsible and ethically committed use when carrying out academic work with Generative AI tools.
The assessment of the course aims to gauge the development of students' skills in the informed use of generative models as an aid to the production of academic work. Assessment throughout the semester includes the following activities:
1.Individual activities (50%)
1.1 Participation in activities throughout the semester (10%).
Description: this component aims to assess each student's specific contribution to the activities carried out.
Assessment: Interventions in the classroom; relevance of the student's specific contributions to the debates.
1.2 Simulations of prompts with AI tools in an academic context (20%).
Description: the student must create a clear/justified, well-structured prompt, according to the script proposed by the teacher in class.
Assessment: (submit on moodle), communication skills and teamwork based on the quality of the prompt simulations carried out.
1.3 Oral Defense - group presentation - 5 minutes; debate - 5 minutes (20%).
Description: Each student must present their contributions to the work carried out to the class.
Evaluation: after the student's presentation, there will be a question and answer session.2. group activities (50%)
[students are organized in groups of up to 5 elements, constituted randomly]
2.1 Group presentations, revisions, editing and validation of content produced by AI (20%):
Description: Formation of working groups to review and edit the texts, using the generative models.
Evaluation: (submit to moodle), collection of relevant information, clarity and the innovative nature of the use of properly structured promts.
2.2 Development of strategies for reviewing, editing and validating content produced by AI (10%).
Description: At the end of each stage of the activity, students will have to promote critical evaluations by reflecting on the ethical challenges of integrating AI into an academic environment.
Evaluation: (submit on moodle), work will be corrected and evaluated based on accuracy and compliance with the quality of revisions, edits and the participation of students in the feedback provided to colleagues.
2.3 Final Project Presentation Simulations (20%):
Description: the groups choose a topic and create a fictitious project following the structure of a technical report or scientific text, making a presentation of their project in class (5 minutes) and debating the topic (5 minutes).
Evaluation: (submit on moodle): organization, content, correct use of the structure and procedures of academic work.
General considerations: feedback will be given during the semester. The student must have more than 7 (seven) points in each of the assessments to be able to remain in evaluation in the course of the semester.
Title: Cotton, D. R., Cotton, P. A., & Shipway, J. R. (2023). Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in Education and Teaching International, 1-12.
D'Alte, P., & D'Alte, L. (2023). Para uma avaliação do ChatGPT como ferramenta auxiliar de escrita de textos académicos. Revista Bibliomar, 22 (1), p. 122-138. DOI: 10.18764/2526-6160v22n1.2023.6.
Kasneci, E., Seßler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., ... & Kasneci, G. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Learning and Individual Differences, 103, 102274.
Ribeiro, A. & Rosa, A. (2024). Descobrindo o potencial do CHATGPT em sala de aula: guia para professores e alunos. Atlantic Books. "
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Title: Cowen, T., & Tabarrok, A. T. (2023). How to learn and teach economics with large language models, including GPT. GMU Working Paper in Economics No. 23-18, http://dx.doi.org/10.2139/ssrn.4391863 Lund, B. D., Wang, T., Mannuru, N. R., Nie, B., Shimray, S., & Wang, Z. (2023). ChatGPT and a new academic reality: Artificial Intelligence‐written research papers and the ethics of the large language models in scholarly publishing. Journal of the Association for Information Science and Technology, 74(5), 570-581. Strunk, William (1918) Elements of Style Korinek, A. (2023). Language models and cognitive automation for economic research (No. w30957). National Bureau of Economic Research. https://www.nber.org/papers/w30957
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Public Speaking with Drama Techniques
LO1. Develop specific oral communication skills for public presentations.
LO2. Know and identify strategies for effective use of the vocal apparatus.
LO3. Identify and improve body expression. LO4. Learn performance techniques.
The learning objectives will be achieved through practical and reflective activities, supported by an active and participatory teaching method that emphasizes experiential learning. The knowledge acquired involves both theatrical theory and specific oral communication techniques. Students will learn about the fundamentals of vocal expression, character interpretation and improvisation, adapting this knowledge to the context of public performances.
PC1. Preparing for a presentation.
PC2. Non-verbal communication techniques.
PC3. Voice and body communication, audience involvement. PC4. Presentation practice and feedback. The learning objectives will be achieved through practical and reflective activities, supported by the active and participatory teaching method which emphasizes experiential learning. Classes will consist of activities such as: Theatrical experiences and group discussions; Practical activities; Presentations and exhibitions of autonomous work; Individual reflection.
The assessment of the Public Presentations with Theatrical Techniques course aims to gauge the development of students' skills in essential aspects of public presentations. The assessment structure includes activities covering different aspects of the experiential learning process involving both theatrical techniques and specific communication techniques.
Assessment throughout the semester includes activities covering different aspects of the process of preparing a public presentation, including group and individual work activities:
Group activities (50%) [students are challenged to perform in groups of up to 5 elements, made up randomly according to each activity proposal].
1-Practical Presentations: Students will be assessed on the basis of their public presentations throughout the semester:
Description: each group receives a presentation proposal and must identify the elements of the activity and act in accordance with the objective.
The results of their work are presented in class to their colleagues (Time/group: presentation - 5 to 10 min.; reflection - 5 min.). Assessment (oral): based on active participation, organization of ideas and objectivity in communication, vocal and body expression, the use of theatrical techniques and performance. Presentations may be individual or group, depending on the proposed activities.
Individual activities (50%)
1-Exercises and Written Assignments (Autonomous Work):
Description: In addition to the practical presentations, students will be asked to carry out exercises and written tasks related to the content covered in each class. These activities include reflecting on techniques learned, creating a vision board, analyzing academic objectives, student self-assessment throughout the semester, answering theoretical questions and writing presentation scripts.
Assessment: (Oral component and written content), organization, content, correct use of the structure and procedures of the autonomous work proposed in each class, ability to answer questions posed by colleagues and the teacher. Communication skills and the quality of written work will be assessed, with a focus on clarity of presentation. These activities will help to gauge conceptual understanding of the content taught.
There will be no assessment by final exam, and approval will be determined by the weighted average of the assessments throughout the semester.
General considerations: in the assessment, students will be given feedback on their performance in each activity.
To complete the course in this mode, the student must attend 80% of the classes. The student must have more than 7 (seven) points in each of the assessments to be able to remain in evaluation in the course of the semester.
Title: Prieto, G. (2014). Falar em Público - Arte e Técnica da Oratória. Escolar Editora.
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Title: Anderson, C. (2016). TED Talks: o guia oficial do TED para falar em público. Editora Intrinseca.
Luiz, P. (2019). Manual de Exercícios Criativos e Teatrais. Showtime. Rodrigues, A. (2022). A Natureza da Atividade Comunicativa. LisbonPress.
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Communication Techniques
LO1: Develop the essential skills, knowledge, and tools to observe, describe, and understand the context and phenomena influencing communication.
LO2: Develop the skills to communicate effectively in multicultural contexts.
LO3: Use the skills in practical situations through oral and written communication.
LO4: Employ communication skills proactively, considering individual roles, behavioral types, and resources used during communication.
PC1: Multiple contexts that initiate and disrupt the communication process, implicit and explicit norms, as well as communication constraints across different contexts.
PC2: Ethnomethodology of the communication process, interpretation based on linguistic, paralinguistic, non-linguistic, and contextual information within oral communication.
PC3: Observation of verbal and non-verbal communication: analyzing gestures, posture, facial expressions, and eye contact (key elements of interactive communication that reinforce or replace oral communication).
PC4: The relevance of active listening in communication across multiple cultural contexts (interpreting and analyzing the phenomena).
Assessment throughout the semester:
Class participation: Evaluates the presence, involvement, and individual contributions of students in discussions and practical activities (20%).
Group work: Students are organised into groups of up to 4 members, randomly assigned, with the support of the lecturer.
• Description: Group activities focus on the observation, interpretation, and analysis of phenomena that encompass the rules, norms, and constraints of communicative activity in a practical study, using the learned content.
• Assessment: Quality of written productions and oral presentations of the developed work (active listening), which must necessarily incorporate comments provided by classmates and the lecturer during the presentations (40%).
Individual work (with consultation, to be carried out in person, in the classroom, according to the evaluation schedule):
• Description: According to a gu