Marketing Management
Accreditations

Tuition fee EU nationals (2025/2026)
Tuition fee non-EU nationals (2025/2026)
Programme Structure for 2025/2026
Curricular Courses | Credits | |
---|---|---|
1st Year | ||
Programming for Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Fundamentals of Finance
6.0 ECTS
|
Mandatory Courses | 6.0 |
Financial Accounting
6.0 ECTS
|
Mandatory Courses | 6.0 |
Complements on Differential Calculus
6.0 ECTS
|
Mandatory Courses | 6.0 |
Differential and Integral Calculus
6.0 ECTS
|
Mandatory Courses | 6.0 |
Management Accounting
6.0 ECTS
|
Mandatory Courses | 6.0 |
Microeconomics
6.0 ECTS
|
Mandatory Courses | 6.0 |
Marketing Fundamentals
6.0 ECTS
|
Mandatory Courses | 6.0 |
Fundamentals of Sustainable Management
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 |
Communication Techniques
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 2 | 2.0 |
Public Speaking with Drama Techniques
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 2 | 2.0 |
Advanced Excel
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 3 | 2.0 |
Competencies for the Labor Market
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 |
Introduction to Design Thinking
2.0 ECTS
|
Optional Courses > Transversal Skills > Conditionals > Conditional 3 | 2.0 |
2nd Year | ||
Data Analysis in Marketing
6.0 ECTS
|
Mandatory Courses | 6.0 |
Experience and Consumer Behaviour
6.0 ECTS
|
Mandatory Courses | 6.0 |
Forecasting Methods in Marketing
6.0 ECTS
|
Mandatory Courses | 6.0 |
Retail Marketing
6.0 ECTS
|
Mandatory Courses | 6.0 |
Sales Negotiation
6.0 ECTS
|
Mandatory Courses | 6.0 |
Operational Marketing
6.0 ECTS
|
Mandatory Courses | 6.0 |
Market Research
6.0 ECTS
|
Mandatory Courses | 6.0 |
Strategic Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Marketing Workshops
6.0 ECTS
|
Mandatory Courses | 6.0 |
Digital Marketing and E-Business
6.0 ECTS
|
Mandatory Courses | 6.0 |
3rd Year | ||
Marketing Intelligence
6.0 ECTS
|
Mandatory Courses | 6.0 |
Sales Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
International Marketing
6.0 ECTS
|
Mandatory Courses | 6.0 |
Integrated Marketing Communication
6.0 ECTS
|
Mandatory Courses | 6.0 |
Operations Management & Logistics
6.0 ECTS
|
Mandatory Courses | 6.0 |
Company Law
6.0 ECTS
|
Mandatory Courses | 6.0 |
Final Project in Marketing
12.0 ECTS
|
Mandatory Courses | 12.0 |
Human Resources Management
6.0 ECTS
|
Mandatory Courses | 6.0 |
Programming for Management
On completion of this course the student should be able to:
LO1. Organize data and structured information, and use pivot tables (in a spreadsheet).
LO2. Develop functions that implement simple algorithms, using variables and control structures.
LO3. Manipulate simple classes and objects.
LO4: Create Python programs using structured data types: tuples, lists, dictionaries.
LO5: Use the numpy library to create and manipulate vectors and matrices.
LO6: Use the pandas library to create and manipulate data tables.
LO7: Read a file and manipulate its data.
LO8: Manipulate and visualize data graphically.
Introduction and Fundamentals
CP1. Data organization and pivot tables
CP2. Variables and control structures
CP3. Functions, invocation, and arguments
CP4. Procedures and input/output
CP5. Objects and object classes
CP6. Structured types of information: tuples, lists and dictionaries
CP7. NumPy library: vectors and matrices
CP8. Pandas library: main data structures, agregation, data management and graphical data visualization, pivot tables
CP9. Reading managemente of files
Assessment throughout the semester:
Group work (50%) – Project, mandatory, no minimum score.
Individual Test (50%) - Written test, mid-term, scheduled to be online, mandatory, with a minimum score of 7,5 (in 20).
Final exam (100%):
- Individual written exam, without consultation, encompassing all syllabus.
Takes the final exam - in season 1, 2 or special who doesn’t conclude the periodical assessment with an average score greater than or equal to 10 (out of 20).
Attendance is not a requirement for passing.
- Lemonde, Carlos (2024). PYTHON com EXCEL – Automação e Análise de Dados. Lisboa: FCA. ISBN 9789727229369
- Zumstein, Felix (2021). Python for Excel - A Modern Environment for Automation and Data Analysis. Boston, USA: O'Reilly Media, Inc. ISBN 9781492081005
- Alexander, Michael, Kusleika, Dick, & Walkenbach, John (2019). Excel ® 2019 Bible. Indiana: John Wiley & Sons, Inc. ISBN 9781119514787
- Curto, José, and Vieira, Duarte (2023). Excel para Economia e Gestão, 5ª Edição. Lisboa: Edições Sílabo. ISBN 9789895612901
- Gowrishankar S. & Veena A. (2019). Introduction to Python Programming. New York: Taylor & Francis Group, LLC. ISBN 9780815394372
- Thompson, Joe (2016). Python’s Companion - The most complete step by step guide to Python programming. Joe Thompson Books.
- Martins, João (2015). Programação em Python: Introdução à programação com múltiplos paradigmas. Lisboa: Instituto Superior Técnico. ISBN 9789898481474
- McKinney, Wes (2018). Python for Data Analysis - Data Wrangling with Pandas, NumPy, and Ipython (2nd. Ed.). Boston, USA: O'Reilly Media, Inc. ISBN 9781491957639
- VanderPlas, Jake (2017). Python Data Science Handbook – Essential Tools for Working with Data (2nd. ed.). Boston, USA: O'Reilly Media. ISBN 9781491912058 (https://jakevdp.github.io/PythonDataScienceHandbook/ )
- Vasconcelos, José, & Barão, Alexandre (2017). Ciência Dos Dados Nas Organizações - Aplicações Em Python. Lisboa: FCA Editora. ISBN 9789727228850
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.
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., 2024, " Introduction to Finance - Fundamentals of Finance with Solved Exercises and Follow-up Exercises", Edições Sílabo, 4th Edition, Lisboa, - ISBN
https://silabo.pt/catalogo/gestao-organizacional/livro/introduction-to-finance-e-book/
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
Financial Accounting
At the end of the course unit, each student should be able to:
LA1: Explain the role of financial accounting in the organizational context and in supporting management decision-making;
LA2: Identify and describe the elements and structure of the main financial statements;
LA3: Analyze the impact of investment, financing, and operational decisions on the different financial statements;
LA4: Apply the criteria for recogn., measurem., and derecogn. to assets relevant to business activities.
1 – ACCOUNTING AS THE LANGUAGE OF BUSINESS
Business and activities; Stakeholders; Role of accounting; IFRS vs SNC
2 – FINANCIAL STATEMENTS
Full set; Purpose and inform; Integrated view; IFRS vs SNC
3 – STATEMENT OF FINANCIAL POSITION
Elements and recogn. criteria; Structure, inform and transact.; IFRS vs SNC
4 – STATEMENT OF PROFIT OR LOSS AND OTHER COMPREHENSIVE INCOME
Elements; Structure, inform and transact.; Accrual basis; Revenue; IFRS vs SNC
5 – STATEMENT OF CASH FLOWS
Elements, structure and transact.; IFRS vs SNC
6 – PROPERTY, PLANT AND EQUIPMENT (PPE)
Concept and classification; Initial and subsequent recogn. and measurem.; Derecogn.; VAT impact; IFRS vs SNC
7 – INTANGIBLE ASSETS
Concept and classification; Initial and subsequent recogn. and measurem.; Derecogn.; VAT impact; IFRS vs SNC
8 – INVENTORIES
Concept and classification; Initial and subsequent recogn. and measurem.; Derecogn. and costing of outputs; VAT impact; IFRS vs SNC
The assessment process in this course unit is carried out through two distinct modalities, in accordance with the current Academic Regulations:
Assessment throughout the semester: includes three assessment instruments — a set of four (4) online mini-tests (15%, individual), one group assignment solved in class (15%), and a final test (70%). A minimum grade of 8.5 (out of 20) in the final test is required for approval. Students must attend at least two-thirds of the classes to be eligible for approval under this modality.
Final exam assessment: consists of a final exam with a weighting of 100%.
For all assessment purposes, the General Regulation for the Assessment of Knowledge and Skills (RGACC), the Regulation for Students with Special Status (REEE), and the Iscte Academic Code of Conduct shall apply.
Stolowy, H., Ding, Y., & Paugam, L. (2024). Financial Accounting and Reporting (7th ed.). Cengage.
Lourenço, I., et al. (2020). Fundamentos de Contabilidade Financeira – Teoria e Casos (3.ª ed.). Edições Sílabo.
IFRS Foundation. (2025). International Financial Reporting Standards (IFRS). Disponível em: https://www.cnc.min-financas.pt
Weygandt, J., Kieso, D., & Kimmel, P. (2026). Financial Accounting (10th ed.). Wiley.
Gowthorpe, C. (2024). Business Accounting & Finance (6th ed.). Cengage.
Comissão de Normalização Contabilística (CNC). (2025). Sistema de Normalização Contabilística (SNC). Disponível em: https://www.cnc.min-financas.pt
Complements on Differential Calculus
By the end of this course, students should:
LO1. Master vector and matrix language, using it to solve and classify systems of linear equations; calculate, interpret, and apply matrix determinants; calculate and interpret eigenvalues and eigenvectors; diagonalize matrices; and apply these tools to classify quadratic forms.
LO2. Understand different perspectives for studying functions of more than one variable (descriptive, numerical, algebraic, and graphical), as well as the fundamental concepts of limit, continuity, and differentiability of these functions. Acquire familiarity with the calculation of partial derivatives and recognize the differences compared to calculations with functions of a single variable.
LO3. Recognize and solve optimization problems, both unconditioned and conditioned, involving functions of more than one variable; recognize and formulate a linear optimization problem and graphically determine its optimal solution, in the case of two variables.
PC1. Linear Algebra
- Systems of linear equations: Gaussian elimination. Classification of systems.
- Matrices and matrix algebra: Properties. Linear dependence and independence. Characteristic of a matrix. Gaussian elimination.
- Determinants: Definition, properties, and utility. Matrix inversion.
- Eigenvalues and eigenvectors. Diagonalization.
- Quadratic forms.
PC2. Functions of more than one variable
- Functions defined in R^n.
- Limits and continuity. Partial derivatives.
- Tangent planes and linear approximations. Differentiability.
- The chain rule. Implicit differentiation.
- Directional derivatives and the gradient vector.
PC3. Optimization in R^n
- Free extrema in R^n: Local and absolute extrema. Hessian matrix.
- Constrained extrema in R^n: Lagrange multipliers.
- Linear programming: Graphical method. Economic interpretation.
Students may choose one of the following assessment methods:
(AS) Assessment throughout the semester, consisting of:
- 4 in-person mini-tests (20%), with the following rules:
- administered in class throughout the semester;
- The three best scores obtained in the four mini-tests (contributing 1/3 each) will be used to calculate the final grade in this component;
- Minimum score of 10.0 points based on the arithmetic average of the three best mini-tests.
- Final test (80%): written test administered in the first or second exam period, with a minimum score of 8.50 points.
(AE) Assessment by exam: written test (weighted 100%), administered in the first or second exam period of the assessment period.
1. The minimum passing grade for the course is 9.50 points, rounded up to a final grade of 10 points.
2. The Final Test and the Exam occur simultaneously, covering all the material.
3. A student will be excluded from the Assessment throughout the semester method and will automatically be transferred to the Assessment by Exam method if they obtain a grade lower than 10.0 on the average of the three best mini-tests.
4. If the grade obtained in the 1st or 2nd exam is higher than the Assessment throughout the semester method, the method automatically switches to Assessment by Exam method. (That is, the better of the two grades will count.)
5. Assessment during the special exam period only includes Assessment by Exam method.
6. Reseating students are subject to the same assessment methods, subject to the same rules.
Differential and Integral Calculus
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
Students may choose one of the following assessment methods:
- (AS) Assessment throughout the semester:
- 4 in-class mini-tests (20\%), with the following rules:
- performed during theoretical classes throughout the classes period;
- the final grade for this component will consider the 3 highest grades out of the 4 mini-tests (each contributing 1/3);
- a minimum grade of 10.0 points (out of 20) in the average of the best three mini-tests is required.
- Final test (80%): written test performed in the 1st or 2nd examination period, with minimum grade of 8.50 points (out of 20).
- (EA) Exam Assessment: A final written Exam (with a weight of 100%), in the 1st or 2nd examination period.
1. The minimum passing grade for this course is 9.50 points (out of 20), rounded to a final grade of 10 points.
2. The Final Test and 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. Evaluation during the special season (“época especial”) is performed exclusively through the
Exam Assessment modality.
6. Repeating students have the same assessment modalities, subject to the same rules.
7. Students may have to undertake an oral examination whenever the instructor deems it necessary.
- 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
Knut Sydsaeter, Peter Hammond & Arne Strom, Andrés Carvajal, Essential Mathematics for Economic Analysis, 5th edition, 2016, Pearson. ISBN-13: 9781292074610
Management Accounting
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.
LG5: Explain the role of budgeting within the process of planning and the relationship between the long-range plan and the budgeting process.
1. Aims of management and cost accounting
2. An introduction to cost terms and purposes
3. Alternative cost accumulation systems, income and inventoryeffects
4. An introduction to cost-volume-profit analysis
5. Cost allocation
6. Job costing and process costing
7. Budgeting process and management control
1. Ongoing evaluation 50%: Attendance 5%; Exercises 5%; 2 midterm tests 20% each; Final test 50%;This system requires an attendance of at least 80%; minium mark average 7 between midterm tests; minim mark 8 in the final test. 2. Test otherwise it will fail; Normal and Special Exams. The pass grade is 10 (out of 20). Students with a grade between 8 and 10 (out of 20) have to do an oral exam. 3. Students with a final grade above 16 have to make an aditional examination.
BibliographyBhimani, A., Horngren, C.T., Datar, S.M. & Rajan, M. (2023) Management and Cost Accounting, 8th Edition, Pearson.
Drury, C. & Tayles, M. (2021) Management and Cost Accounting, 11th Edition, South-Western / Cengage Learning.
Garrison, R., Noreen, E. & Brewer, P. (2021) Managerial Accounting, 17th Edition, McGraw-Hill.
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. Franco, V., Morais, A.I., Oliveira, A.V., Major, M.J., Serrasqueiro, R., Jesus, M.A. e Oliveira, B.J. (2012) Gestão Orçamental e Medidas Financeiras de Avaliação do Desempenho, 3ª Edição, Livros Horizonte, Lisboa.
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 quizzes, each having a weight of 20%;
- Participation in class, including problem set resolution (10%); a minimum attendance level of 75% is required for exercise classes.
- 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).
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.
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,
Marketing Fundamentals
Fundamentals of Sustainable Management
LG1 - Understand and debate the fundamental concepts of management and organizations
LG2 - Identify and debate the issues of ethics, responsible managementa and sustainability in the various dimensions of management
LG3 - Identify and develop managerial competences
LG4 - Familiarize with global shifts that impact on management and organizations of the future
S1 - Managing and organizations
S2 - Ethics, responsible managment and sustainability
S3 - Managing individuals, groups and teams
S4 - Managing change and digital transition
S5 - Managing globalization
The assessment comprehends a group assignment (30%); and,
a final written test (70%).
Attendance record must be 80% or above.
Students may opt for a final written exam at the end of the period.
Laasch, O. (2021). Principles of Management (2nd Edition). SAGE Publications, Ltd. (UK)
Clegg, S., Pitsis, T. and Mount, M (2022). Managing and organizations, SAGE
Artigos e textos a fornecer pelo docente
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%).
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.
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
Academic Work with Artificial Intelligence
OA1 - To be trained in the ethical and responsible use of Generative Artificial Intelligence (AI) tools
OA2 - To acquire critical analysis skills on the results produced by Generative AI tools
OA3 - To be able to identify and develop creative solutions in solving ethically and socially complex problems with Generative AI
OA4 - To be able to apply Generative AI tools in the preparation of academic work, in particular in the application of academic writing and in the use of normative citation and referencing procedures.
CP1 - Introduction to AI and Generative AI:
* Theoretical exposition on the historical context, evolution and important concepts about Artificial Intelligence (AI) and Generative AI
CP2 - Prompt Engineering:
* Explanation of good practices for interacting with generative language models
CP3 - Generative AI Tools:
* Exploration of multiple Generative AI tools, based on text, images and videos
CP4 - Formation of argumentative content:
* Development of creative solutions using argumentation practices and Generative AI tools
CP5 - Rules for scientific writing:
* Application of citation and referencing standards (APA standards) in academic writing
The Semester-Long Assessment includes the following activities:
1. Individual Activities (50%)
1.1 Prompt Simulations 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 instructor in class.
* Assessment: (submit in Moodle), communication and teamwork skills based on the quality of the prompt simulations performed.
1.2 Oral Defense - Group Presentation - 5 min. Discussion - 5 min. (30%):
* Description: Each student must present their contributions to the work completed to the class.
* Assessment: After the student's presentation, there will be a question-and-answer session.
2. Group Activities (50%) [students are organized into groups of up to 5 students, randomly selected], which include:
* Group presentations, reviews, edits, and validations of AI-generated content. The assessment (to be submitted in Moodle) includes gathering relevant information, assessing the clarity and innovative nature of the use of structured prompts.
* Development of strategies for reviewing, editing, and validating AI-generated content. Students will be asked to critically evaluate and reflect on the ethical challenges of integrating AI into an academic environment. The assessment (to be submitted in Moodle) will consist of correcting the work based on the accuracy and quality of the reviews and edits, as well as student participation in providing feedback to their peers.
* Final Project Presentation Simulations, where groups choose a topic and create a fictitious project following the structure of a technical report or scientific text. They present their project in class (5 min.) and discuss the topic (5 min.). The assessment (to be submitted in Moodle) will consider the organization, content, correct use of the structure, and procedures of the academic work.
General Considerations:
Feedback on student performance in each activity will be provided during the Semester Assessment.
To be assessed throughout the semester, students must attend 80% of classes and achieve a score of at least 7 points in each assessment.
If there are questions about participation in the activities, the instructor may request an oral discussion.
The group must ensure that at least one computer is available for each group to allow for classroom activities.
There will be no final exam assessment; passing will be determined by the weighted average of the assessments throughout the semester. Assessments in the second and special assessment periods will have an alternative assessment method, so any students wishing to take the assessment in these assessment periods should contact their instructor in advance to learn about the assessment procedure.
Ribeiro, A. & Rosa, A. (2024). Descobrindo o potencial do CHATGPT em sala de aula: guia para professores e alunos. Atlantic Books.
Cotton, D. R., Cotton, P. A., & Shipway, J. R. (2024). Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in education and teaching international, 61(2), 228-239.
d’Alte, P., & d’Alte, L. (2023). Para uma avaliação do ChatGPT como ferramenta auxiliar de escrita de textos acadêmicos. Revista Bibliomar, São Luís, 22(1), 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.
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. DOI: 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.
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 guide defined by the lecturer, comments made in the classroom are deepened in an individual report based on two presentations made by other colleagues.
• Assessment: According to the guide; explicit integration of elements outlined in the learning objectives (40%).
To complete the course unit through continuous assessment, students must not score less than 7 in any of the assessment components, including mandatory attendance of 75% of classes. The final assessment may involve an oral discussion of the work.
Final assessment:
Although not recommended, students may opt for final assessment through written work according to a prompt that will be provided by the lecturer. The final assessment of the work involves ants oral discussion with a panel of lecturers (100%).
Almeida, M. L. & Wanderley, L.S.O (2020). Etnometodologia e seus bastidores nobons sons: desvendando percursos. REAd. Revista Eletrônica de Administração. http://dx.doi.org/10.1590/1413-2311.296.101860
Liddicoat, A.J. (2021). An introduction to conversation analysis. Bloomsbury.
Neves, J., Garrido, M. & Simões, E. (2006). Manual de competências pessoais, interpessoais e instrumentais: Teoria e prática. Lisboa: Edições Sílabo.
Rodrigues, A. D. (2021). A natureza da Atividade comunicativa. Atlântico Books.
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.
Prieto, G. (2014). Falar em Público - Arte e Técnica da Oratória. Escolar Editora.
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.
Advanced Excel
At the end of the course, students should be able to:
LO1: Import and validate data effectively;
LO2: Use statistical and logical functions for complex data analysis;
LO3: Identify and correct error messages using information functions;
LO4: Manipulating dates and text to solve specific problems;
LO5: Apply custom formatting and advanced filters to organize data;
LO6: Use query and reference functions to consolidate data from different sources;
LO7: Create and interpret dynamic tables and graphs to present data;
LO8: Develop and use command macros for task automation.
These objectives ensure that students acquire advanced knowledge, practical skills, and technical competencies to use Excel effectively in demanding professional contexts.
SYL1. Data import and validation
SYL2. Statistical functions
SYL3. Logical functions
SYL4. Error messages and information functions
SYL5. Date Functions and Arithmetic
SYL6. Text manipulation functions
SYL7. Custom formatting and advanced filters
SYL8. Query and reference functions
SYL9. Consolidation, pivot charts, and graphs
SYL10. Introduction to macros
The evaluation process in the Advanced Excel course unit follows the guidelines of the General Regulation for the Assessment of Knowledge and Skills (RGACC). The evaluation modalities provided for in the RGACC are evaluation throughout the semester and evaluation by exam:
1. Evaluation Throughout the Semester: This modality is regular during the curricular period, using different instruments of continuous and formative assessment:
1.1. Participation and Attendance (20%):
1.1.1. Attendance (30%): The minimum attendance is 80% (5 classes). The student must automatically register their attendance with their student card at the beginning of each lesson.
1.1.2. Participation (70%):
- Individual practical exercises to be carried out in class (50%), such as online quizzes in Moodle and/or exercises using Excel;
- Individual practical exercises to be carried out at home (50%) using Excel.
1.2. Online Course (10%): Completion of the Advanced Excel online course, including quizzes after each module. The student must complete the online course by 11:59 pm on the day before the 6th class of the shift in which the student is enrolled, including the response to the survey available after completing the online course.
1.3. Individual Assessment Test (70%): It takes place in the 6th class, and multiple-choice questions and/or exercises using Excel may be considered. If the test is made available via Moodle, it must be taken on the computers available in the classroom.
2. Evaluation by Exam: Evaluation by exam takes place during the evaluation period, focusing on all the subjects taught in the UC. The student can opt for the 1st or 2nd exam season or the special exam season, which is only available for eligible students. This method only presupposes the following element of evaluation:
2.1. Written Test (100%): Final written exam, covering all syllabus, and may consider multiple-choice questions and/or exercises using Excel. If the exam is made available via Moodle, it must be taken on the computers available in the classroom.
Requirements for Taking the Exam:
- Completion of the online course, as described in point 1.b., by 11:59 p.m. on the day before the exam. The completion of the online course is mandatory but is not weighted in the final grade in the exam evaluation modality;
- Prior registration for the exam up to 48 hours before the date with the SGE or available platforms.
General Observations:
- In the evaluation modality throughout the semester, the student cannot have a classification lower than 7.0 values in any of the evaluation elements or will have to move on to the evaluation modality by exam;
- The teacher reserves the right to request that any student perform an oral test, regardless of the type of evaluation, whenever it is considered necessary to complement the other evaluation elements.
Alexander, A., and Kusleika, R. (2022). Excel 365 Bible - The Comprehensive Tutorial Resource. Indiana: John Wiley & Sons, Inc.
Curto, J., and Gameiro, F. (2023). Excel para Economia e Gestão, 5ª Edição. Lisboa: Edições Sílabo
Martins, A., e Alturas, B. (2022). Aprenda Excel com Casos Práticos, 2ª Edição. Lisboa: Edições Sílabo
Martins, A. (2020). Excel Aplicado à Gestão, 5ª Edição. Lisboa: Edições Sílabo
McFedries, P., and Harvey, G. (2022). Excel All-in-One For Dummies. New Jersey: John Wiley & Sons, Inc.
Competencies for the Labor Market
By the end of the course unit, students should be able to:
OA1: Enhance the ability to recognize and value personal resources of technical and interpersonal knowledge.
OA2: Gain a comprehensive understanding of the procedures and settings involved in job searching.
OA3: Develop proficiency in crafting a formal application process for a professional role.
The attainment of these learning outcomess will be facilitated through a combination of practical and reflective activities, underpinned by an active and participatory teaching methodology that prioritizes experiential learning. The course sessions will incorporate a diverse range of activities, including:
• Engaging in Group Discussions;
• Participating in Simulations;
• Analyzing Case Studies;
• Critically Evaluating Videos and Texts;
• Presenting Projects;
• Engaging in Individual Reflection.
S1. Personal Resource Identification & Labour Market participation
- Self-assess skills & interests: identifying strengths, areas for improvement and transferable skills.
- Develop personalized career plan: aligned with objectives, interests and opportunities..
S2. The Labor Market:
- Understanding labor market dynamics, trends, and sectors to make informed professional decisions.
- Recognizing the dignified work principles
- Identifying and exploring job search platforms.
S3.Constructing a Professional Profile:
- Creating a public profile: build CV & network of contacts through networking events, online communities, and industry associations.
- Planning the application process: from identifying opportunities to preparing for interviews.
- Maintain and update online professional profiles and networks regularly to reflect ongoing development and achievements.
The assessment for the course unit Skills for the Labour Market aims to evaluate students’ development of key competences essential for a successful transition into the world of work.
Assessment throughout the semester is structured around two main thematic strands, each addressing critical aspects of the job search process and professional development:
Thematic strands:
Block 1 – Self-awareness and professional profile preparation:
- Identifying professional skills, interests, and values
- Self-assessment tools and skills portfolio development
- Drafting a Curriculum Vitae and cover/motivation letter
Block 2 – Navigating the labour market
- Current trends and dynamics of the labour market
- Digital platforms and professional networking
- Simulation of job interviews and group assessment exercises
Assessment components and weighting:
Assessment throughout the semester includes three main components, with a strong focus on applied skill development:
1) Individual Portfolio (60%)
Includes: a) Career plan; b) CV and cover letter; c) Professional profile creation; d) Final reflective report.
Objectives: To identify strengths and areas for development, including technical and interpersonal skills; to prepare a clear, concise, and targeted CV and cover letter tailored to specific vacancies; to create a complete and professional online profile; and to devise strategies for expanding and diversifying a professional network aligned with career goals.
2) Group Simulation (30%)
Participation in a simplified simulation of job interviews and group dynamics.
Objectives: To develop communication, teamwork, problem-solving and adaptability skills, with a focus on collaboration, clear expression, creative solutions, and flexibility. The job interview simulation will allow students to practise verbal and non-verbal communication, posture, answering strategies, and highlighting strengths and motivation for the position.
3) Active Participation (10%)
Includes attendance, engagement in activities, and timely completion of assigned tasks.
General Considerations: Personalised feedback will be provided throughout the semester on each assessed activity. To complete the course unit through assessment throughout the semester, students must attend at least 75% of the classes and obtain no less than 7 (out of 20) in any component.
Final Assessment (100%)
Although not recommended, students may opt for a final assessment through a written exam. If the student scores above 8 in the written component, an oral discussion may be required at the lecturer’s discretion (this oral component will weigh 40% of the final grade, if conducted).
Caetano, A., Vala, J. (2007). Gestão de Recursos Humanos: Contextos, Perocessos e Técnicas, Editora RH. Neves, J., Garrido, M., Simões, E. (2015). Manual de Competências Pessoais, Interpessoais e Instrumentais: Teoria e Prática. Edições Sílabo. OIT. (2019). Trabalhar para um Futuro Melhor – Comissão Mundial sobre o Futuro do Trabalho. Organização Internacional do Trabalho. Corbanese, V., Rosas, G. (2014). Pesquisar o mercado de trabalho: Técnicas de procura de emprego para os jovens. OIT, Gabinete de Estratégia e Planeamento
Figler, H. (1988). The complete job-search handbook. New York. Holt. ILO (2013). Decent work indicators guidelines for producers and users of statistical and legal framework indicators. Geneva. Le Bras, F. (1998). Os dez segredos de um bom currículum vitae. Publicações Europa-América. Lipman, B. (1983). The professional job search program. New York. Willey & Sons. Moreira, T.S., Dray, G. & Neves L (Orgs.) (2022). Livro Verde sobre o Futuro do Trabalho. GEP/ MTSS. OIT. (2021). Ajustar as competências e a aprendizagem ao longo da vida para o futuro do trabalho. OIT. (2020). Guia sobre como e porquê recolher e utilizar dados sobre as relações laborais. OIT. Genebra. OIT. (2009). Declaração da OIT sobre Justiça Social para uma Globalização Justa. Conferência Internacional do Trabalho, 97ª Sessão. Organização Internacional do Trabalho.
Critical Thinking
By the end of the course, students should be able to:
LO1: Identify argumentative structures and recognize informal fallacies.
LO2: Apply the Six Thinking Hats methodology to critical analysis and problem-solving scenarios.
LO3: Mobilize divergent and convergent thinking, integrating data, emotions, risks, opportunities, and creativity.
LO4: Collaborate in parallel thinking tasks, managing different modes of reasoning.
LO5: Critically evaluate decisions and arguments based on a structured and multidimensional thinking approach.
Course Content
CC1: Definition and importance of Critical Thinking (CT)
CC2: Basic structure of an argument: premises and conclusion
Examples of simple and complex arguments
CC3: Methods for argument analysis
CC4: Logical fallacies and common reasoning errors
CC5: Criteria for evaluating the quality of arguments
CC6: Argument construction
CC7: Practical applications of CT
CC8: Lateral thinking and the foundations of the Six Thinking Hats model
CC9: Practical applications of each hat: data (white), emotions (red), risks (black), benefits (yellow), creativity (green), thought management (blue)
CC10: Parallel thinking dynamics in academic, professional, and ethical contexts; integration of argumentative methodologies and the Six Hats in simulations, debates, and written exercises
Assessment throughout the semester includes presentations, exercises, debates, readings, and case discussions (in small groups).
Active participation in practical sessions is expected and evaluated according to the following criteria:
Attendance and participation – In-class exercises and group debates (minimum 80% attendance): 20%
Homework assignments – Two tasks: one worth 5%, the other 10%: 15%
Individual essay applying the Six Thinking Hats to a real dilemma or situation: 30%
Final critical reflection, integrating course dimensions and articulating argumentative and parallel thinking: 35%
To successfully complete the assessment throughout the semester, students cannot score less than 7 points in any of the evaluation components listed.
Exam Periods
Written Work - 100%
Although not recommended, it is possible to choose assessment by exam; this assessment may also involve, at the teacher's discretion, an oral discussion (this oral component carries a weight of 40% in the final evaluation).
De Bono, E. (2016). Os Seis Chapéus do Pensamento. Lua de Papel.
Facione, P. A. (2011). Critical Thinking: What It Is and Why It Counts. Insight Assessment.
Fisher, A. (2011). Critical Thinking: An Introduction. Cambridge University Press.
Haber, J., (2020). Critical Thinking, MIT Press
Paul, R., & Elder, L. (2014). The Miniature Guide to Critical Thinking: Concepts and Tools. Foundation for Critical Thinking.
Brookfield, S. (1987). Developing critical thinkers: challenging adults to explore alternative ways of thinking and acting. San Francisco: Jossey-Bass.
Bowell, T., & Kemp, G. (2002). Critical thinking: a concise guide. London: Routledge.
Cottrell, S. (2005). Critical Thinking Skills: Developing effective analysis and argument. New York: Palgrave McMillan.
Morgado, P. (2003). Cem argumentos: A lógica, a retórica e o direito ao serviço da argumentação. Porto: Vida Económica.
Thayer-Bacon, B.J. (2000). Transforming critical thinking: thinking constructively. New York: Teachers College Press.
Weston, A. (2005). A arte de argumentar. Lisboa: Gradiva
Introduction to Design Thinking
LO1. Acquiring knowledge about the fundamentals and stages of the Design Thinking process
LO2. Develop skills such as critical thinking, collaboration, empathy and creativity.
LO3. To apply Design Thinking in problem solving in several areas, promoting innovation and continuous improvement.
S1. Introduction to Design Thinking and Stage 1: Empathy (3h)
S2. Steps 2 and 3: Problem Definition and Ideation (3h)
S3. Step 4: Prototyping (3h)
S4. Step 5: Testing and application of Design Thinking in different areas (3h)
Semester-long Assessment Mode:
• Class participation (20%): Evaluates students' presence, involvement, and contribution in class discussions and activities.
• Individual work (40%): Students will develop an individual project applying Design Thinking to solve a specific problem. They will be evaluated on the application of the stages of Design Thinking, the quality of the proposed solutions, and creativity.
• Group work (40%): Students will form groups to develop a joint project, applying Design Thinking to solve a real challenge. Evaluation will be based on the application of the steps of Design Thinking, the quality of the solutions, and collaboration among group members.
To complete the course in the Semester-long Assessment mode, the student must attend at least 75% of the classes and must not score less than 7 marks in any of the assessment components. The strong focus on learning through practical and project activities means that this course does not include a final assessment mode.
Brown, T. (2008). Design Thinking. Harvard Business Review, 86(6), 84–92.
Lewrick, M., Link, P., & Leifer, L. (2018). The design thinking playbook: Mindful digital transformation of teams, products, services, businesses and ecosystems. John Wiley & Sons.
Lockwood, T. (2010). Design Thinking: Integrating Innovation, Customer Experience and Brand Value. Allworth Press.
Stewart S.C (2011) “Interpreting Design Thinking”. In: https://www.sciencedirect.com/journal/design-studies/vol/32/issue/6
Brown, T., & Katz, B. (2011). Change by design. Journal of product innovation management, 28(3), 381-383.
Brown, T., Katz, B. M. Change by Design: How Design Thinking Transforms Organizations and Inspires Innovation. HarperBusiness, 2009.
Liedtka, J. (2018). Why Design Thinking Works. Harvard Business Review, 96(5), 72–79.
Gharajedaghi, J. (2011). Systems thinking: Managing chaos and complexity. A platform for designing business architecture. Google Book in: https://books.google.com/books?hl=en&lr=&id=b0g9AUVo2uUC&oi=fnd&pg=PP1&dq=design+thinking&ots=CEZe0uczco&sig=RrEdhJZuk3Tw8nyULGdi3I4MHlQ
Data Analysis in Marketing
At the end of the curricular period, the student must:
LG1. Know and use the main concepts of descriptive Data Analysis
LG2. Understand and apply the most important concepts of statistical inference within the scope of parametric tests and non-parametric tests most appropriate to each situation.
LG3. Know how to interpret the outputs, using suitable software.
P1. Descriptive analysis of univariate data
P2. Descriptive analysis of bivariate data
P3. Inferential analysis
P3.1 Parametric tests: t-test for one mean; t test for the difference of two means (independent and paired samples); One-way Anova; two-way Anova.
P3.2 Non-parametric tests: normality tests, chi-square test of independence; Mann-Whitney and Kruskal-Wallis tests.
P4. Principal Component Analysis
P5. Clustering analysis
Throughout the semester evaluation:
a) Group work (40%)
b) Individual test (60%)
Minimum grade in each assessment component: 8.5
The throughout the semester evaluation requires attendance in at least 2/3 of the classes.
By exam evaluation:
a) Theoretical-interpretive exam (60%)
b) Practical exam in SPSS (40%)
Minimum grade in each assessment component: 8.5
João Marôco, Análise Estatística com o SPSS Statistics, 2021, ReportNumber, 8ª ed., ISBN: 9789899676374
Elizabeth Reis, Estatística Descritiva, 2008, Edições Sílabo, 7ª ed., ISBN: 978-972-618-476-8
Raul Laureano, Testes de Hipóteses e Regressão - O Meu Manual de Consulta Rápida, 2020, Edições Sílabo, 2ª edição, ISBN: 978-989-561-051-8
Hair, J. H., Black, W. C., & Babin, B. J., Multivariate Data Analysis: A Global Perspective, 2010, Pearson Education, ISBN 0135153093, 9780135153093
Raul Laureano & Maria do Carmo Botelho, IBM SPSS Statistics: O Meu Manual de Consulta Rápida, 2017, Edições Sílabo, 3ª ed., ISBN: 978-972-618-886-5
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Experience and Consumer Behaviour
1.Know how to distinguish the various types of customers and consumers
2.Understanding the consumer as an individual and decision maker
3.To understand how social, economic and cultural patterns determine consumers' attitudes and behaviour
4. To Understand the purchasing process
5. Know the explanatory models of consumer behavior
6. To Understand the mechanisms that generate customer and consumer decisions
7.Develop a project on an innovative topic applied to consumer research
8. Make presentations of work carried out or cases studied
9. Participate in collective discussion about real cases and situations
1- Insertion of customer and consumer behavior into marketing dynamics
2- Structural characteristics of private consumers
3- Structural characteristics of business and institutional clients
4- Factors influencing purchasing and consumption behaviors
5- Decision process and purchasing journey
6- Characterization of purchasing needs
7- Characterization of purchasing motivations
8- Consumption models and decisions
9- Process of selecting suppliers and purchasing locations
10- Brand selection process
11- Purchase and consumption experience
The periodic evaluation system includes:
-Participation in class (20%)
-Work project (20%)
-Final exam (60%)
Minimum grade in any of the components - 8 values
This global grading system requires a rate of attendance to classes of at least 80%.
Students that fail in the regular grading system have two additional moments to pass: first and second exams, each worth 100% of the final grade.
Solomon, M.; Bamossy, G.; Askegaard, S. Hogg, M., Consumer Behaviour - A European Perspective, Prentice Hall, 2019, null,
Schiffman, L.; Kanuk, L., Consumer Behavior, Prentice Hall, 2020, null,
Hoyer, W.; MacInnis, D., Consumer Behavior - Cengage, 2023, null,
Forecasting Methods in Marketing
LG1. Knowledge: have research-based knowledge theory, methodology and practice that allow to analyze problems of low or moderate complexity, in a business environment using data analysis techniques
LG2. Skills: Manipulate data analysis and forecasting methods and techniques using computational means and interpret the results
LG3. Competencies: Develop critical thinking through analysis of real/simulated business situations
LG4. Competencies: Demonstrate ability to work in a team and to communicate results
S1: Statistical inference: basics revisited
S2: Oneway and Two-way analysis of variance
S3: Linear regression
S4: Logistic regression
S5: Moderation and mediation
Throughout the semester evaluation:
a) Group work (40%)
b) Individual test (60%)
Minimum grade in each assessment component: 8.5
The throughout the semester evaluation requires attendance in at least 2/3 of the classes.
By exam evaluation:
a) Theoretical-interpretive exam (60%)
b) Practical exam in SPSS (40%)
Minimum grade in each assessment component: 8.5
Dias Curto, JJ (2021). Estatística com R: Aprenda Fazendo. Edição de autor. ISBN: 978-989-33-2076-1
Navarro DJ and Foxcroft DR (2022). learning statistics with jamovi: a tutorial for psychology students and other beginners. (Version 0.75). DOI: 10.24384/hgc3-7p15
Hayes, A.F. (2017) Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. Guilford Press, New York.
Rohatgi, V.K. and Ehsanes Saleh, A.K. Md (2015). An Introduction to Probability and Statistics, 3rd edition, Wiley Series in Probability and Statistics
Reis, E., P. Melo, R. Andrade & T. Calapez (2021). Estatística Aplicada, Vol. 1, 7ª ed. Edições Sílabo.
Reis, E., P. Melo, R. Andrade & T. Calapez (2018). Estatística Aplicada, Vol. 2, 6ª ed. Edições Sílabo.
Reis, E., Andrade, M., Calapez, T. & Melo, P. (2012). Exercícios de Estatística Aplicada volume 1. 2ª edição, ISBN 978-972-618-688-5 Lisboa. Edições Sílabo.
Rohatgi, V.K. and Ehsanes Saleh, A.K. Md (2015). An Introduction to Probability and Statistics, 3rd edition, Wiley Series in Probability and Statistics Reis, E., P. Melo, R. Andrade & T. Calapez (2021). Estatística Aplicada, Vol. 1, 7ª ed. Edições Sílabo. Reis, E., P. Melo, R. Andrade & T. Calapez (2018). Estatística Aplicada, Vol. 2, 6ª ed. Edições Sílabo. Reis, E., Andrade, M., Calapez, T. & Melo, P. (2012). Exercícios de Estatística Aplicada volume 1. 2ª edição, ISBN 978-972-618-688-5 Lisboa. Edições Sílabo. Reis, E., Andrade, M., Calapez, T. & Melo, P. (2014). Exercícios de Estatística Aplicada volume 2. 2ª edição, ISBN 978-972-618-747-9. Lisboa. Edições Sílabo.
Retail Marketing
1. Diagnose and propose solutions to problems of retailers manufactures in their dealings with retailers;
2. Develop a project on an innovative theme applied to a business format;
3. Conduct presentations of the projects or case studies;
4. Participate in discussion about cases and companies situations
5. Being able to project the evolution of the sector, the business strategies and the relationships manufactures / retailers.
1. Retail Marketing
1.1. Critical success factors
1.2. Economic model
1.3. Retailing mix
1.4. Franchising
2. Merchandising
2.1. Functions
2.2. Intervention areas
2.3. Point of sale management
3, Retailtainment
4. Customer journey
5. Omnichannel
6. E-commerce
The periodic evaluation system includes:
- Individual evaluation (10%)
-Group projects (40%)
-Final exam(50%)
Minimum grade of individual evaluation and group projects - 10 values
Minimum grade of final exam - 8 values
This global grading system requires a rate of attendance to classes of at 2/3 of the classes. If inferior, the student will be automatically excluded from this evaluation scheme.
- Artigos e casos diversos indicados na programação, que são entregues aos alunos.
- Berman, B., Ervans, J. e Chatterjee, P., (2017) Retail Management - A Strategic Approach - Global Edition - 13 th International Edition, Pearson, England
- Levy, M., Weitz, B., Lévy, J. e Grewal, D. (2018) Retailing Management, 10th International Edition, Mc Graw Hill, USA
Figure 1 Publishing
- Stephens, D. (2021) Resurrecting Retail: The Future of Business in a Post-Pandemic World
- Berkhout, C. (2015) Retail Marketing Strategy: Delivering Shopper Delight, Kogan Page
- Palmatier, P., Stern, L. e El-Ansary, A., (2016) Marketing Channels Strategy, International Edition, 8th Edition, Routledge, New York, USA
Sales Negotiation
To help prepare an integrated Plan of Group Work and skills development
2. To characterize the methodologies of data gathering and information presentation in Marketing
3. To identify the different types of negotiation and negotiators
4. To characterize the main strategies and tactics of negotiation
5. To develop mutual advantageous options
6. To prepare a negotiation
7. To lead a negotiation
8. Auto evaluate the business process and to prepare a follow-up strategy
1. Success principles
2. Definition of Objectives and elaboration a Personal Development Plan
3. Planning methods, elaboration of chronograms and time management
4. Thesis, reports and school reports
5. Data gathering methods in Marketing
6. Marketing presentations - Written and verbal
7. Group work presentation Plan of Group and Development Skills
8. Negotiation bases
9. Negotiation Models
10. Basic elements of the negotiation
11. Negotiation typologies
12. Exercises of negotiation: mutual advantageous options
13. Cognitive processes: heuristics
14. Negotiation errors
15. Negotiation phases:
e) Preparation
f) Rehearsal
g) Lead/Conduction
h) Follow-up
16. Forms to conduct a negotiation
17. Negotiation stiles
18. Ethics in negotiation
19. Methodology Getting to yes
20. Mediation and arbitrage
21. Critical factors of success in negotiation
22. International negotiation
The periodic evaluation system includes:
- Participation in class (10%)
- Project Plan of Group work and Development Skills (15%)
- 2nd Group Project Negotiation (25%)
- Final exam (50%)
This global grading system requires a rate of attendance to classes of at least 80%. If inferior to 80%, the student will be automatically excluded from this evaluation.
Students that fail in the regular grading system have two additional moments to pass: first and second exams, each worth 100% of the final grade.
Fisher, Patton e Ury (2007) Como conduzir uma negociação? (Getting to yes), Lua de PapelCarvalho, José Crespo (2008), Negociação, 3ª ed. Edições Sílabo.BARAÑANO, ANA MARIA (2004), Métodos e Técnicas de investigação em gestão, Edições Sílabo
Exercícios e artigos entregues aos alunos.
Operational Marketing
At the end of this curricular unit, students should be able to:
1. Identify and characterize the main key concepts and theories of product-mix;
2. Identify and characterize the main key concepts and theories of distribution;
3. Identify and characterize the main key concepts and theories of pricing;
4. Identify and characterize the main key concepts and theories of promotion;
5. Demonstrate how to apply key tools of Marketing Mix in practical situations.
0. The articulation between strategic and operational planning.
1. Setting Product Strategy (good, service or idea)
- Brand equity.
- The product-mix for goods Vs services.
- New product development.
- Product line management.
2. Marketing Channels
- Relationships and Types of intermediaries.
- Functions of distribution.
- Channels of distribution: importance, composition and characteristics.
- Distribution of Producer and Retailer.
- Merchandising.
3. Developing Pricing strategies and programs
- Determining factors: internal and external.
- Price strategies.
- Price criteria.
- Target market reaction to price change.
4. Designing and Managing Integrated Marketing Communications
- The influence of the consumer buying decision process on marketing communications.
- The communications mix:
Advertising
Sales Promotion
Public Relations
Sales Force
Direct Marketing
The influence of relationship marketing on the communications mix.
Promotion and Advertising Plans
During the learning-teaching term each student should acquire analytical, information gathering, written and oral communication skills, according with the established learning outcomes for this unit.
To contribute to the acquisition of these skills will be used the following learning methodologies (LM):
1.Expositional
2.Participative
3. Active
4.Self-study
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Periodical evaluation: Assessment throughout the term: Individual end-of-term exam 50% (min grade 8). Group Works 30% (min grade 10). Individual evaluation - participation and cases studies 20% (min grade 10).
OPTION 2: End-of-term exam - 100%.
The student must ensure class attendance of at least 2/3 of the classes.
Students with a final grade above than 16 may have an additional oral examination.
- Kotler, P. & Keller, K. L. (2019), Marketing Management Upper Saddle River, NJ: Prentice Hall.15th edition
- Baynast, A.; Lendrevie, J; Levy, J.; Rodrigues, V. & Dionísio, P. (2018). Mercator 25 anos. Lisboa: Leya.
Textos de apoio definidos pelos docentes e distribuídos ao longo do semestre. Support texts defined by the professors and made available along the semester.
Market Research
The objective of this course unit is to introduce the main concepts of market studies and their application for informed decision-making in marketing; to help students understand the stages of a market study; to follow the development of a market study; and to provide students with the skills to be efficient users of market studies.
ProgramI. Elaborating a Market Study
Introduction
Types of studies
Primary and secondary data
Individual interviews
Group discussions
Support techniques
Questionnaires
Observation
Causal studies
Defining the target population and sampling
Fieldwork
Ethics in market studies
Data treatment, interpretation, and presentation of results
II. Market Studies
Brand: awareness, image, and value
Consumer behavior and market segmentation
Service quality
Effectiveness of marketing mix actions
Sales forecasting
Market studies in social media
Continuous assessment includes: 9 individual activities performed in class (25%) + attendance (75%). Improvement will take place in the 2nd period. Assessment may also be through a final exam (1st and 2nd periods). In both systems, the minimum passing grade is 10 (as well as for each assessment component).
BibliographyOliveira-Brochado, A. (2013). Construção de Gráficos no M. Excel para suporte da tomada de decisão. In Desafios da Globalização, Casos de Estudo, Vol. 3, pp. 145-196, Escolar Editora.
Oliveira-Brochado, A. (2013) Planear Globalmente, Conhecer Localmente. Os Estudos de Mercado num Contexto Global. In Gestão e Estratégia. Desafios da Globalização, Vol. 2, pp. 187 - 230, Escolar Editora.,
Nunan, D., Birks, David F. and? Malhotra, N. (2021). Marketing Research: An Applied Orientation. Prentice Hall.
Strategic Management
1. Understand strategic situation analysis including environmental and industrial analysis, stakeholders and their influences on organizations and internal analysis
2. Use rational approaches associated with the identification and selection of strategic alternatives to include core competencies and resource-based strategy, scale and non-scale strategies.
3. Assess the issues and practices of implementing chosen strategies
4. To incorporate principles of responsible management into strategic decision-making.
5. To develop a critical thinking.
6. To have autonomy to plan their own learning processes in order to deep their knowledge in this area of study.
1. Basic Concepts
2. Strategy Formulation - vision, mission and values
3. Ethics, CSR, Sustainability and ESG
4, The Resource Based View and Dynamic Capabilities
5. External environment, Industry and competitor analysis
6. Strategic choice (competitive strategies)
7. Strategic choice (corporate strategies)
7.1. Vertical integration
7.2. Diversification
7.3. Strategic alliances
7.4 internacionalization
8. Implementation
9. Strategic Control
10. Balanced Scorecard
Option 1(Periodic assessment)
-50%: End of term Test (AW=30+3 hrs)
-50%: Group assignment throughout the semester divided into 3 presentations (20% + 20% + 10%)
Approval: Weighted average of 10 or more (0-20 scale); the end of term test and the weighted average of the remaining periodic assessment components cannot be less than 8 (0-20 scale).
Option 2 (End of term exam)
Approval: 10 (on a 0-20 scale)
Barney, J. B., & Hesterly, W. S. (2021). Strategic management and competitive advantage: Concepts and cases. Pearson.
Lasserre, P. (2017). Global strategic management. Macmillan International Higher Education.
Pearce, J. A., Robinson, R.B. (2014). Strategic Management, 14th edition, McGraw-hill International Editions.
Thompson, A., Peteraf, M., Gamble, J., Strickland III, A. J. (2021). Crafting & executing strategy 23/e: The quest for competitive advantage: Concepts and cases. McGraw-Hill Education.
António, N. (coord) (2012). Estratégia Organizacional: do mercado à ética. Escolar Editora. António, Nelson Santos (2015) Estratégia Organizacional - do Posicionamento ao Movimento, 3ª Edição, Edições Sílabo. Cardeal, Nuno & António, Nelson (2012) Valuable, Rare, Inimitable Resources and Organisation (VRIO) Resources, or Valuable, Rare, Inimitable Resources (VRI) Capabilities: what leads to competitive Advantage? African Journal of Business Management, Vol.6 (37), pp. 10159-10170 Lopes da Costa, R., Pereira, L., António, N. (2019) Estratégia Organizacional: do Estado da Arte à implementação Prática. Actual Editora. Kim, W. C. & Mauborgne, R. 2005. Blue Ocean Strategy: From Theory to Practice. California Management Review, Spring 2005, Vol. 47(3):105-121
Marketing Workshops
"LG1. Expressing ideas:
Clearly structure ideas in writing (Group Work) and present them orally in a clear and appealing way.
LG2. Analyzing and solving problems:
Develop quick and concise diagnoses of real marketing challenges posed by companies (Group Work);
Develop recommendations with incomplete information (Group Work);
LG 3.Integrating knowledge:
Analyze the performance of the company and the sector, using internal and external information (Group Work);
Develop approaches that serve companies effectively and efficiently."
"S1. Presentation of the Workshops methodology
S2. Conceptual framework and practical learning of marketing topics necessary for solving real marketing challenges
S3. Solving real marketing challenges of diagnosing a company (s)
S4. Solving real marketing challenges of segmentation and targeting of a company (s)
S5. Solving real marketing challenges of applying the variables of the Marketing Mix of a company (s)
S6. Presentation of the resolution to the class and critical and constructive analysis of the students"
"Individual Assessment and Class Participation (10%)
Group Work, subject to oral discussion with a minimum grade of 10 values (40%)
Individual Test with a minimum grade of 8 values (50%)"
"Dionisio, Pedro at al (2024) – “AI_Novator – Marketing na era da Inteligência Artificial e do ESG” – Editora Bertrand
Chaffey, D., & Ellis-Chadwick, F. (2019). Digital Marketing: Strategy and Implementation. Pearson Education."
Digital Marketing and E-Business
1.To understand the integration of digital marketing strategies in the overall marketing strategy of the company;
2. To explore the impact of digital in transforming the marketing mix;
3. To practice the principles of digital marketing planning focusing on the context of a webshop;
4. To provide an overview on best practices in digital marketing;
5. To understand the main metrics and KPIs related to digital strategies.
6. To become more aware of sustainability and responsible businees
1.Digital behaviors: Access; Engage; Collaborate; Customize; To connect
2.Access: Applications
3. Customization: Applications
4. Engagement: Applications
5. Connect: Applications
6. Electronic Commerce
Student should acquire analytical, information gathering, written and oral communication skills. The following learning methodologies(LM) will be used: 1.Expositional to the presentation of the theoretical reference frames; 2.Participative, with analysis and resolution of application exercises, and analysis and discussion of case studies, and of support and reading texts; 3.Active with the development of individual and group assignments; 4.Self-study related with autonomous work by the student.
4. The discipline will be integrated with Atelier Digital.
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- Minimum 80% attendance:
a) Exam 50%;
b) Team exercises: 40%;
c) Indiv. participation: 10%.
Minimum grade of 9,5 in each assessment or group of individual assessments. Final score at least 10 points for approval.
- Students who choose only the individual exam, minimum of 10 and the exam accounts 100% for final grade. Re-sitting: Students who fail in the regular season or wish to try improving their grade. Exam accounts 100% for final grade, minimum score 10 points.
Chaffey, D., Ellis- Chadwick, F, Digital Marketing, 8th Edition, Pearson, 2022.
Enge, E., Spencer, S., Stricchiola, J., & Fishkin, R. (2015). The art of SEO. (3/E) O'Reilly Media, Inc.
Marketing Intelligence
By the end of the curricular unit, each student should have acquired the necessary skills to:
LG1: Understand the conceptual fundamentals of decision-making in Marketing
LG2: Understand the fundamentals of using Data Science for Marketing decisions
LG3: Describe data mining as a business intelligence technology
LG4: Describe text mining and its applications to marketing
LG5: Understand how to design a Reporting system for Marketing
LG6: Explore some of the emerging technologies that can impact business intelligence in Marketing
P1: Decision Support Systems in Marketing in the Big Data era
P2: The Role of Data Science and Generative Artificial Intelligence in Marketing decision-making
P3: Data Mining and Analytical CRM for Business Intelligence
P4: Text and Web Mining and their applications to Marketing
P5: Reporting Systems for Marketing
P6: Emerging Trends and Impacts in Business Intelligence
Regular Season: assessment throughout the semester, minimum 2/3 attendance. a) Individual Exam 50%; b) Individual discussion of the Final Workgroup (35%); Final workgroup report 15%. Minimum grade of 7,5 points in each assessment. Minimum final score 10 points for approval. Students who choose only the individual exam must have a minimum of 10 points and the exam accounts 100% for final grade. Re-sitting for students who fail in the regular season or wish to improve their grade. Exam accounts 100% for final grade, minimum score of 10 points. There is no oral evaluation for improving the grade.
BibliographyPalmatier, R. W., Petersen, J. A., & Germann, F. (2022). Marketing Analytics: Based on First Principles. Bloomsbury Publishing.
Fawcett, T., & Provost, F. (2018). Data Science para Negócios: O que você precisa saber sobre mineração de dados e pensamento analítico de dados. Alta Books Editora (versão brasileira).
Sales Management
LG1 - Diagnose and propose solutions to problems of Commercial Direction.
LG2 - Develop a project on an innovative theme applied to a specified commercial activity;
LG3 - Conduct presentations of the projects, communicating: the main ideas for the subject proposed, the different problems founded and the main solutions proposed.
LG4- Participate in discussion about cases and companies situations
1.Models of Commercial Direction
2.Organization of a Commercial Department
2.1 Key Account Management
3 RepsTeam Animation
- Training and coaching of a sales team
- Motivation of a sales team
4. Territories and Goals Management
5. Supervision, Performance Evaluation and Control
6. Legal and Ethical Responsibilities of Commercials Directors
7. Future Trends in Sales Management
The periodic evaluation system includes:
- Participation (10%)
- Team Works (40%)
- Final Examination (50%) (at least 8,5)
The students with a final grade above 16 may have an additional examination.
2.William Stanton, Rosann Spiro, Gregory Rich Management of a Sales Force ? 12ª ed. ? McGraw Hill
1.Justino Luis, Direcção Comercial ? Lisboa 2007 ? editora Lidel
3.Chiesa, Cosimo ? Fidelizando para Fidelizar ? IESE Business School
2.Neil Rackham, John de Vincentis, Rethinking the Sales Force ? McGraw-Hill
1.G.A. Churchill - Sales Force Management, Homewood, IL: Irwin
International Marketing
Throughout the UC, students will be subject to a set of classes where business challenges in the context of internationalization are properly explained. Follows a set of classes where the main tools and their respective methods of use are presented and used in practical exercises so that students can carry out the following developments in the context of practical work:
1. Adapt the Marketing Mix variables to the internationalization context.
2. Strengthen the use of context and strategy analysis tools. SWOT and dynamic SWOT
3. Design and develop marketing strategies in international markets
4.Identify different forms of presence in international markets
5. Reinforce knowledge and practice of commercial/financial evaluation
In this way, students will be able to build and defend internationalization strategies in a business context as well as understand the challenges that national brands face in the domestic market due to the presence of multinationals.
I The decision to internationalize
II The International Surrounding Environment and Market Selection
III Forms of Presence in International Markets
IV The International Marketing Plan
V Commercial and Financial Assessment
The following assessment instruments will be present in the assessment throughout the semester:
-Attendance, analysis and discussion, in class, of case studies: 20%
-1 Group work: 45%
-Final Test: 35%
Individual final classification, 0/20 points and attendance/punctuality = or > 80%
Minimum grade in any of the components - 8.5 points
Students who fail the regular assessment have the exam periods provided for by the Management School regulations, with the exams being weighted 100% of the grade.
Warren J. Keegan and Mark C. Green, 2019, Global Marketing 10th edition, Pearson
and
Masaaki Kotabe and Kristiaan Helsen, 2021, Global Marketing Management 8th edition, John Wiley and Sons inc
Daron Acemoglu and James Robinson, 2021, Why Nations Fail 9th edition, Profile Books Ltd
Integrated Marketing Communication
1. Apply presentation and communication techniques.
2. Articulate communication strategy with marketing strategy
3. Prepare communication strategy
4. Planning, elaboration and evaluate specific communication actions, Promotions, Relational Marketing, Public Relations, Sponsoring/Patronage and Sales promotion.
5. Knowing the players and the different ways of relationships
6. Explain and Discuss an Integrated Communication Plan
1. Basic concepts of communication
2. From the Marketing Strategy to the communication strategy
Objectives and targets of Marketing and Communication
Purchase decision process
3. Communication Types
4. The communication Mix
The role of communication in the Marketing Mix.
The communication mix.
5. The actors of communication
The Agencies
Preparation of briefings
6. Advertising
Product Advertising and institutional advertising
Preparation, implementation and evaluation of an advertising campaign
7. Public Relations and Viral Marketing
Objectives, audiences and media
Planning and executing actions
8. Direct Marketing
Preparing, implementing and evaluating a campaign
9. Merchandising
Types of merchandising
Objectives and techniques
10. Sales promotions
Public, objectives and promotional techniques
11. Sponsorship
Objectives and structure of an action
12. Other forms of communication
13. New trends in Marketing communication
14. Integrated Communication Plan
The periodic evaluation system includes:
-Presence and participation in class (20%)
-Group Project (30%)
-Practical project (individual) - 20%
-Final exam (30%)
This global grading system requires a rate of attendance to classes of at least 80%. If inferior to 80%, will be required to attend to a final examination.
The students that fall under the Internal Regulation to the Students with Special Status must contact the coordinator of the Learning unit.
Lendrevie, J. et all PUBLICITOR Comunicação 360º, Publicações D.Quixote, Lisboa, 2010 -Baynast, A.et all,MERCATOR 25 anos-O Marketing na era digital,D. Quixote,2018
Exercícios e artigos entregues aos alunos.
Operations Management & Logistics
At the end, Students should be able to: LG1 - understand the fundamentals of OM and SCM; LG2: Characterize and identify products/services that satisfy consumers, as well as their associated processes; LG3: Understand the impact on the competitive advantage of Operations (Ops) and Supply Chain (SC); LG4: Apply control techniques to the resources required in Ops/SC. The TP classes and independent study allow the program to be completed, as follows: the UC requires theoretical concepts, fundamental for understanding the different Ss, allowing the expository component of the TP classes to cover all LGi; practical experimentation and application of knowledge, through case studies, group work, problem solving is the component of PT that allows the LG2-LG4 to be approached actively and experimentally; the autonomous study addresses the theoretical frameworks, the pre-preparation of texts and cases to debate and clarify Ss (LG1-LG4) and solve problems (LG4) during the contact time.
ProgramS1: Introduction to Operations Management
S2: Performance and Operations Strategy
S3: Process analysis
S4: Development of new products and services
S5: Definition of the supply network
S6: Organization of space and flows
S7: Aggregate planning
S8: Materials Management
S9: Supply Chain Management
S10: Just in Time and Lean Management
S11: Quality Management
i) OPTION 1 - Assessment throughout the semester (*)
a) Interim written test in groups of two Students assigned by lottery (20%)
b) Group work: presentation, PPT with notes (report) (20%); discussion of other assignment with a two pages written report (10%)
Presentation with the participation of all Students; delivery of slides with the full text, participants and respective times, added together in notes
c) Individual written test (50%)
In the assessment throughout the semester, Students must have at least 8.5 points in each of the assessment components (a), b) e c)).
Approval involves a final result of at least 10 points out of 20, obtained by weighted average.
Students must meet the School of Administration's attendance targets to obtain approval in this modality.
ii) OPTION 2 - Final written exam (100%), minimum for approval: 10 points out of 20 (*)
(*) Note: Students with results equal to or greater than 17 points may be called for an oral test.
Chopra, S. (2021). Supply Chain Management: Strategy, Planning and Operations, 7th Ed., Pearson.
Schroeder, R. and Goldstein, S. (2020). Operations Management in the Supply Chain: Decisions & Cases. International Edition, 8th Edition, McGraw-Hill Education, USA.
Simchi-Levi, D., Kaminsky, P. & Simchi-Levi, E. (2022). Designing and Managing the Supply Chain: Concepts, Strategies and Case Studies, 4th Ed., McGraw Hill, USA.
Slack, N. & Brandon-Jones, A. (2021). Operations and Process Management, 6th Ed., Pearson, UK.
Chopra, S., & Sodhi, M. S. (2004). Managing risk to avoid supply-chain breakdown. MIT Sloan management review, 46(1), 53-61.
Christopher, M. (2000). The agile supply chain_ competing in volatile markets. Industrial marketing management, 29(1), 37-44.
Georgios, L., Kerstin, S., & Theofylaktos, A. (2019). Internet of things in the context of industry 4.0: An overview, International Journal of Entrepreneurial Knowledge, 1(7), 4-19.
Lee, H. L. (2002). Aligning supply chain strategies with product uncertainties. California management review, 44(3), 105-119.
Manuj, I., & Mentzer, J. T. (2008). Global supply chain risk management strategies. International journal of physical distribution & logistics management, 38(3), 192-223.
Mosterman, P. J., & Zander, J. (2016). Industry 4.0 as a cyber-physical system study. Software & Systems Modeling, 15, 17-29.
Naylor, J. B., Naim, M. M., Berry, D. (1999). Leagility: Integrating the lean and agile manufacturing paradigms in the total supply chain, Engineering Costs and Production
Economics, 62, 107-118.
Nazarenko, A. A., & Camarinha-Matos, L. M. (2017, May). Towards collaborative cyber-physical systems. In 2017 International Young Engineers Forum (YEF-ECE) (pp. 12-17). IEEE.
Ouabouch, L., & Amri, M. (2013). Analysing supply chain risk factors: A probability-impact matrix applied to pharmaceutical industry. Journal of Logistics Management, 2(2), 35-40.
Wollschlaeger, M., Sauter, T., & Jasperneite, J. (2017). The future of industrial communication: Automation networks in the era of the internet of things and industry 4.0. IEEE industrial electronics magazine, 11(1), 17-27.
Company Law
The student is able to master basic concepts of law and to identify and analyze the main phases of the process of creation of a company.
The student understands the relations between the diverse organs of the company.
The student understands the process of elaboration and approval of accounts.
I- Basic concepts of Law
II- Company Law and Commercial Law
III- The place of the company in the Organization of Business
IV- Formation of the company: types of companies; the memorandum and the articles of association; the incorporation and its effects.
V- Organization of the company: general meetings; management and administration of the company and the auditors.
VI- The company's transactions, annual accounts and distribution of profits. The maintenance of capital.
VII- Alteration of the memorandum and winding up of the company.
VIII-Commercial contracts (Basic notions. Sale, loan and factoring).
The evaluation will be made throughout the semester. The result of the test will contribute 20% to the final grade.
The students - in groups of up to four - will write and present a report on the constitution of a company. The result of this evaluation will contribute 30% to the final grade.
The written exam represents 50 % of the final grade, but it is mandatory to obtain a minimum score of 8 points in each assessment in order for a student to be approved in the course.
Students have to attend classes.
Alternatively, students may opt just to pass a final exam.
Constituição da República Portuguesa
Código Civil
Código das Sociedades Comerciais
Manuel António Pita, Curso elementar de direito comercial, 4ª ed., Lisboa: Áreas Editora, 2018
Ana Perestrelo de Oliveira, Lições e casos de direito das sociedades, Lisboa: AAFDL, 2023
Maria Manuel Leitão Marques/Maria Elisabete Ramos/Catarina Frade/João Pedroso, Manual de introdução ao direito: saber direito para entender o mercado, 4ª ed., reimpressão, Coimbra: Almedina, 2023
Maria Elisabete Ramos, Direito das sociedades, reimpressão, Coimbra: Almedina, 2023
Maria Elisabete Ramos, Direito comercial e das sociedades: entre as empresas e o mercado, reimpressão, Coimbra: Almedina, 2022
Miguel Teixeira de Sousa, Introdução ao direito, reimpressão, Coimbra: Almedina, 2023
Paulo Olavo Cunha, Direito empresarial para economistas e gestores, 4ª ed., Coimbra: Almedina, 2024
Rui Polónia, Direito das sociedades comerciais, 2ª ed., Coimbra: Almedina, 2023
Final Project in Marketing
At the end of this learning unit?s term, the student must be able:
1.Understand and be able to apply the concepts and methodologies needed to develop a Marketing Project
2.Research relevant marketing information for the diagnostic, decision process, market and competitors
3.Project Planning
4.Understand the role of key variables and their contribution to marketing strategy
5.Learn to coordinate a work team
6.Be able to apply techniques of interaction between team members and generate consensus
7.Present and discuss the project
1.Objectives and pedagogic methods of the learning unit;
2.Planning the Project
3.Problem definition/Goals definition
4.Research methodologies
5.Primary and secondary information sources
6.Key skills for teamwork:
7.Management of Project Teams
8.Identify relevant bibliography
9.Analysis/Diagnosis (competitors, market, company)
10.Swot Analysis and strategic guidelines
11.Strategic Vision for the Project
12.Critical Success Factors
13.Middle/Long term Goals
14.Action Plan
15.Implementation Plan
16.Budget
17.Contingency Plan
18.Project Presentation ( Final Report)
Periodic evaluation with 4 intercalar reports with presentation 20%b 1 final report with presentation 50% %Individual test 30% A rate of attendance to classes of at least 80%.
The minimum grade in each of these tests is 8.5. If not aproved, final exam
The students that fall under the Internal Regulation to the Students with Special Status must contact the teacher , in the 1st week of classes towards the insertion in the learning processes and evaluation in the Learning unit.
Baynast,Arnaud et all, MERCATOR 25 ANOS- o Marketing na era digital, D. Quixote, 2018
Bibliografia recomendada nas áreas/disciplinas específicas do curso, de acordo com cada Projeto específico.
Human Resources Management
1. To understand the main goals of Human Resources Management and to explicit their integration with General Management
2. Define the main characteristics of planning, recruitment, selection and socialization of new employees;
3. To know the main defining elements of Training, Career and Performance Evaluation policies;
4. Apply the main concepts of Compensation and Conditions of Service to HRM ;
5. Apply theoretical concepts of HR on the analysis of managerial and economic contexts
1.Introduction to HRM (Human Resource Management)
1.1. What is HRM and its importance
1.2. Evolution of HRM
1.3. The 4.0 Revolution
1.4. Current HRM
2. Themes Shaping Contemporary HRM
2.1. Globalization
2.2. Outsourcing
2.3. Offshoring
2.4. Demographics, Aging, and Immigration
2.5. Diversity
2.6. Equality of Opportunities and Inclusion
2.7. Telework and Independent Work
2.8. Sustainability
3.Key Activities and Processes in HRM
3.1. Job Analysis and Design
3.2. HR Planning
3.3. Recruitment and Selection
3.4. Training and Development
3.5. Performance Management
3.6. Careers
3.7. Remunerations and Rewards, and Labor Relations
3.8. Health and Safety at Work
1. Periodic evaluation:
- Final test 75%
- 2 group works 25%
For approval in periodic evaluation, each evaluation element must have a minimum score of 7.5v and final evaluation with a score greater than or equal to 9.5v.
Students excluded from the periodic evaluation will be able to carry out a final evaluation (100%).
2. Final Evaluation:
final evaluation 100%
Chiavenato, I. (2020 ). Gestão de pessoas: O novo papel da gestão do talento humano. Ed Atlas. São Paulo Brasil
Dessler, G. (2020). Fundamentals of Human Resource Management (5th Edition). New York: Pearson.
Duarte, A., Nascimento, G., Almeida, F. (2019). Gestão de pessoas 4.0 - Entre a Continuidade e a Reinvenção. In Machado, C., Davim, J. (coords). Organização e Politicas Empresariais. Ed Atual Almedina. Lisboa
Ferreira, A., Martinez, L. Nunes, F. e Duarte, H. (2015). GRH para Gestores. Lisboa: Editora RH.
Almeida, F. Silva, A., Lopes, S. (2024). Artificial intelligence and people management in the 21st century in C.
Machado & J. Davin (coords) . Artificial Intelligence in Production Engineering and Management . Elsevier (p 41-64) https://doi.org/10.1016/B978-0-12-819471-3.00003-3
Almeida, F., Rodrigues,H., Freitas,P. (2024). “No Need to Dress to Impress” Evidence on Teleworking during and after the Pandemic: A Systematic Review. Administrative Sciences 14: 76. https://doi.org/10.3390/~
Camilla Ellehave, Dave Ulrich. Above and Beyond the Yearly Wheel: Anticipating and Realizing the Ever-Evolving Contribution of HR.
Journal of Human Resource Management. Vol. 9, No. 3, 2021, pp. 88-93. doi: 10.11648/j.jhrm.20210903.15
Dessler, G. (2015) Administração de Recursos Humanos. 3ª edição. Pearson Education do Brasil
MTSSS/GEP e IEFP,I.P (2022) . Livro Verde sobre o future do trabalho 2021.
Recommended optative
Optional courses must attain a minimum number of enrollments to be held.
1st semester
00222 | Financial Economics (ECSH | Econ)
L0558 | Comparative International Management (IBS | GG)
L0641 | Mergers and Acquisitions and Company Valuation (IBS | Fin)
L1830 | Personal Marketing (IBS | Mkt)
Objectives
The Bsc in Marketing Management has the following general objectives:
Develop strategic skills to plan, implement, and evaluate marketing strategies aligned with organizational objectives and market dynamics.
Provide in-depth knowledge of the fundamental principles of marketing, including market research, consumer behavior and experience, product and service management, retail marketing, communication, and digital marketing.
Promote an analytical and critical mindset, enabling students to interpret market data, identify trends, and make evidence-based decisions.
Foster innovation and creativity in the development of campaigns, products, and marketing solutions that meet consumer needs and global market demands.
Develop digital and technological skills, preparing students for the challenges of digital marketing, e-commerce, marketing intelligence, and artificial intelligence.
Empower leadership and team management skills, enhancing communication, negotiation, and strategic thinking abilities in business environments.
Encourage social and ethical responsibility, promoting sustainable and socially responsible marketing practices.
Facilitate integration into the job market, offering practical experiences, case studies, and collaboration with companies and organizations.
By the end of the program, the students with the bachelor's degree in Marketing Management will have gained the following competencies and reached the following learning objectives:
1) Competence in written communication in business environments, namely:
1.1) Explain issues locally and clearly to a specific audience
1.2) Write documents with a professional appearance
1.3) Summarize ideas and conclusions effectively
2) Competence in oral communication in a business environment, namely:
2.1) Act with professional appearance
2.2) Orally describe issues in a structured and clear manner
2.3) Use appropriate software and media support systems effectively to support their oral communications
3) Competence in ethical behavior, responsibility, and sustainability, namely:
3.1) Identify and evaluate issues, stakeholders, and their interests surrounding corporate responsibility and/or sustainability
3.2) Recognise and describe ethical dilemmas
4) Competence in teamwork and interpersonal dealing, namely:
4.1) Organize and allocate tasks among group members to meet goals efficiently and effectively
4.2) Demonstrate the ability to discuss ideas, resolve differences, and establish consensus
5) Competence in problem diagnosis and analysis, namely:
5.1) Select the appropriate software or methods to assess issues
5.2) Select the appropriate data to assess issues
5.3) Analyse issues effectively, leading to the formulation of well-supported solutions
6) Competence in Marketing Management, namely:
6.1) Evaluate the company´s environment
6.2) Create a marketing plan
6.3) Prepare the implementation of a marketing plan
Accreditations
