The objective for this course is to provide students in business management with tools and skills necessary in Qualitative and Quantitative Research Methods, and to strengthen their logic reasoning skills, in order to help them develop rigorous arguments. A good understanding of principles and techniques of research in management will enable students to apply these techniques, as well as acquire on their own additional techniques rooted in their field of research.
On successful completion of this program, each student will acquire the following skills :
- A scientific and systematic approach
- Knowledge and reasoning
- Project management
- Personal and professional development
At the end of this course, the student will be able to :
- confidently conceive, formulate and motivate his/her personal research project, from the research questions to the choice of data analysis approaches;
- show their understanding of major qualitative and quantitative research methods and their ability to make use, and interpret the results of the used research techniques;
- develop a qualitative and a quantitative research design;
- identify and conduct the appropriate techniques for different kinds of research questions;
- critically analyze a scientific research contribution in management.
La contribution de cette UE au développement et à la maîtrise des compétences et acquis du (des) programme(s) est accessible à la fin de cette fiche, dans la partie « Programmes/formations proposant cette unité d’enseignement (UE) ».
des acquis des étudiants
- Class attendance and participation will be part of the evaluation.
- Students will critically present selected readings in class.
- Students should develop a research project; they are expected to write a short 'empirical paper' or 'modeling paper' that applies methods learned in this class to a research question of their choice.
Methodological and theoretical lectures of teachers, accompanied by empirical studies illustrations, alternate with discussions and applications with participants. Teaching is based on reading of scientific articles and book chapters deemed essential to master qualitative and quantitative research methodologies in Management. Students are expected to summarize and present some of these and to discuss it in groups. The content of this course (for example Quantitative Research Methods) will be adapted to the level of advancement of students in order to follow them in their research projects.
Qualitative Research Methods:
- General characteristics of qualitative approaches
- Research design and data collection
- Interview Guide and questioning
- Analyzing and making sense of data
- Data Quality Control
- Reflexivity and heterodox approaches
- Ethnographic and Visual Approaches
Quantitative Research Methods
- Defining Research Problems and background to quantitative research.
- Research designs
- Hypothesis Testing (Conceptual)
- Type I and Type II Error
- Sampling, probability and sampling distributions.
- Statistical Power
- Description and Measurement: Levels of measurement, normal distribution, reliability, validity, and generalizability.
- Surveys: development and variable measurement
- Control variables
- Common Method Variance: Assessment and remedies
- Cross-sectional and longitudinal field studiesExperimental and quasi-experimental research
- Multiple regressions: linear regression, nonlinear regression
- Bayesian analysis usefulness in research in Management: an introduction
- Bootstrapping: an introduction for testing mediation, moderation and moderated mediation
- Structural Equation Models: an introduction
- Multilevel modeling: an introduction
Logic and algorithm
- Logic, automata and context free languages.
- Turing machines. Turing machines build on automata to make it possible to build more elaborate proofs.
- Computability and Complexity theory. Does a problem have an answer? Is the problem well formulated? How can we determine a priori the level of difficulty of a problem?
- Analysis of algorithms.
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