Quantitative and Qualitative Methods in Management Sciences and Economics
Informacje ogólne
Kod przedmiotu: | 223191-D |
Kod Erasmus / ISCED: |
11.2
|
Nazwa przedmiotu: | Quantitative and Qualitative Methods in Management Sciences and Economics |
Jednostka: | Szkoła Główna Handlowa w Warszawie |
Grupy: |
Przedmioty obowiązkowe na programie SMMD-GBI Przedmioty obowiązkowe na programie SMMT-TMH |
Punkty ECTS i inne: |
7.50 (zmienne w czasie)
|
Język prowadzenia: | angielski |
Efekty uczenia się: |
Wiedza: In terms of acquired knowledge, after completing the course students are expected to know: 1. various common research designs used in economics and management; 2. importance of conducting extensive study of secondary sources and developing detailed conceptual framework before developing research tools and field work; 3. characteristics and applications of the most common qualitative methods (i.e., focus groups, depth interviews and projective techniques); 4. rules and principles of designing measurement scales for survey research; 5. random and non-random methods of sample selection; 6. types of errors occurring in designing and implementing quantitative research, and how to avoid them. 7. principles of devising and testing statistical hypotheses; 8. assumptions of discussed statistical techniques and rules for interpreting their outcomes; 9. benefits and limitations of popular methods of analyzing group differences and relationships between variables; 10. when and how to use statistical data reduction methods; 11. common patterns that can be found in time series data; 12. basic rules and risks involved in forecasting. Umiejętności: On completing the course students are supposed to demonstrate the following skills: 1. define the research problem and break it into a set of research questions and hypotheses; 2. select the proper research design for solving a given research problem; 3. be able to plan, conduct and analyze exploratory focus group and depth interviews; 4. design a correct questionnaire for survey research; 5. prepare sampling plan for survey research; 6. be able to code questionnaires, enter raw data from paper-based survey into SPSS software and prepare data for analysis; 7. conduct preliminary statistical analysis with SPSS encompassing frequency distributions, cross-tabulations, bivariate correlations and group differences; 8. build statistical models with multiple linear regression and binary logistic regression. Be able to reduce the set of possible predictors with exploratory factor analysis; 9. be capable of formulating basic forecasts with statistical models. Kompetencje społeczne: Team work Problem solving Problem solving in a group setting |
Zajęcia w cyklu "Semestr letni 2024/25" (jeszcze nie rozpoczęty)
Okres: | 2025-02-15 - 2025-09-30 |
Przejdź do planu
PN WT ŚR CZ PT |
Typ zajęć: |
Ćwiczenia, 20 godzin
Laboratorium, 40 godzin
|
|
Koordynatorzy: | (brak danych) | |
Prowadzący grup: | (brak danych) | |
Lista studentów: | (nie masz dostępu) | |
Zaliczenie: |
Przedmiot -
Ocena
Ćwiczenia - Ocena |
|
Skrócony opis: |
The course covers popular research methods, both quantitative and qualitative, commonly used in management sciences and economics. The statistics, which is the main research perspective, is taught conceptually without putting strong pressure on pertinent formulas. Such approach is suitable for using statistical software (here, SPSS) in solving practical but often computationally difficult problems, but it requires that students have working knowledge of basic statistics. |
|
Pełny opis: |
The course aims to familiarize students with the most popular and useful qualitative and quantitative research methods employed in management sciences and economics. The focus is strictly practical on developing analytical skills based on the conceptual understanding of analytical techniques. This caveat is particularly relevant for statistical methods where teaching is centered on assumptions and interpretations rather than on mathematical formulas. Most of the topics, following theoretical introduction, will be illustrated with an application of analytical techniques in solving practical research problems both as in-class exercises and as homework assignments. On completing the course the successful students will demonstrate the skills and knowledge allowing them to effectively handle typical research problems they may come across in marketing, management and economics. Also, the selection of methods and techniques included in the program was intended to provide a solid foundation from which to develop an individual analytical "toolbox", well-adjusted to each student's particular future professional circumstances. |
|
Literatura: |
Literatura podstawowa: Field Andy, Discovering Statistics with SPSS, Fourth Edition, Sage Publishing Ltd, London, 2013; Mooi Erik, Sarstedt M., A Concise Guide to Market Research: The Process, Data and Methods Using IBM SPSS Statistics, Springer Verlag, Heidelberg, 2011; Malhotra Naresh, Marketing Research: An Applied Orientation, Prentice Hall, 6th Edition, 2010. Literatura uzupełniająca: Hill R. Carter, Griffiths William, Lim Guay, Principles of Econometrics, Fourth Edition, John Wiley & Sons, Inc., New York, 2011; Yin Robert, Qualitative Research from Start to Finish, The Guilford Press, New York, 2011. |
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Uwagi: |
Kryteria oceniania: egzamin testowy: 40.00% ocena z ćwiczeń: 60.00% |
Zajęcia w cyklu "Semestr zimowy 2024/25" (w trakcie)
Okres: | 2024-10-01 - 2025-02-14 |
Przejdź do planu
PN WT ŚR LAB
CW
CZ PT LAB
CW
|
Typ zajęć: |
Ćwiczenia, 20 godzin
Laboratorium, 40 godzin
|
|
Koordynatorzy: | (brak danych) | |
Prowadzący grup: | Tomasz Napiórkowski, Elżbieta Wąsowicz-Zaborek, Piotr Zaborek | |
Lista studentów: | (nie masz dostępu) | |
Zaliczenie: |
Przedmiot -
Ocena
Ćwiczenia - Ocena |
|
Skrócony opis: |
The course covers popular research methods, both quantitative and qualitative, commonly used in management sciences and economics. The statistics, which is the main research perspective, is taught conceptually without putting strong pressure on pertinent formulas. Such approach is suitable for using statistical software (here, SPSS) in solving practical but often computationally difficult problems, but it requires that students have working knowledge of basic statistics. |
|
Pełny opis: |
The course aims to familiarize students with the most popular and useful qualitative and quantitative research methods employed in management sciences and economics. The focus is strictly practical on developing analytical skills based on the conceptual understanding of analytical techniques. This caveat is particularly relevant for statistical methods where teaching is centered on assumptions and interpretations rather than on mathematical formulas. Most of the topics, following theoretical introduction, will be illustrated with an application of analytical techniques in solving practical research problems both as in-class exercises and as homework assignments. On completing the course the successful students will demonstrate the skills and knowledge allowing them to effectively handle typical research problems they may come across in marketing, management and economics. Also, the selection of methods and techniques included in the program was intended to provide a solid foundation from which to develop an individual analytical "toolbox", well-adjusted to each student's particular future professional circumstances. |
|
Literatura: |
Literatura podstawowa: Field Andy, Discovering Statistics with SPSS, Fourth Edition, Sage Publishing Ltd, London, 2013; Mooi Erik, Sarstedt M., A Concise Guide to Market Research: The Process, Data and Methods Using IBM SPSS Statistics, Springer Verlag, Heidelberg, 2011; Malhotra Naresh, Marketing Research: An Applied Orientation, Prentice Hall, 6th Edition, 2010. Literatura uzupełniająca: Hill R. Carter, Griffiths William, Lim Guay, Principles of Econometrics, Fourth Edition, John Wiley & Sons, Inc., New York, 2011; Yin Robert, Qualitative Research from Start to Finish, The Guilford Press, New York, 2011. |
|
Uwagi: |
Kryteria oceniania: egzamin testowy: 40.00% ocena z ćwiczeń: 60.00% |
Zajęcia w cyklu "Semestr letni 2023/24" (zakończony)
Okres: | 2024-02-24 - 2024-09-30 |
Przejdź do planu
PN WT ŚR CZ PT |
Typ zajęć: |
Ćwiczenia, 20 godzin
Laboratorium, 40 godzin
|
|
Koordynatorzy: | (brak danych) | |
Prowadzący grup: | (brak danych) | |
Lista studentów: | (nie masz dostępu) | |
Zaliczenie: |
Przedmiot -
Ocena
Ćwiczenia - Ocena |
|
Skrócony opis: |
The course covers popular research methods, both quantitative and qualitative, commonly used in management sciences and economics. The statistics, which is the main research perspective, is taught conceptually without putting strong pressure on pertinent formulas. Such approach is suitable for using statistical software (here, SPSS) in solving practical but often computationally difficult problems, but it requires that students have working knowledge of basic statistics. |
|
Pełny opis: |
The course aims to familiarize students with the most popular and useful qualitative and quantitative research methods employed in management sciences and economics. The focus is strictly practical on developing analytical skills based on the conceptual understanding of analytical techniques. This caveat is particularly relevant for statistical methods where teaching is centered on assumptions and interpretations rather than on mathematical formulas. Most of the topics, following theoretical introduction, will be illustrated with an application of analytical techniques in solving practical research problems both as in-class exercises and as homework assignments. On completing the course the successful students will demonstrate the skills and knowledge allowing them to effectively handle typical research problems they may come across in marketing, management and economics. Also, the selection of methods and techniques included in the program was intended to provide a solid foundation from which to develop an individual analytical "toolbox", well-adjusted to each student's particular future professional circumstances. |
|
Literatura: |
Literatura podstawowa: Field Andy, Discovering Statistics with SPSS, Fourth Edition, Sage Publishing Ltd, London, 2013; Mooi Erik, Sarstedt M., A Concise Guide to Market Research: The Process, Data and Methods Using IBM SPSS Statistics, Springer Verlag, Heidelberg, 2011; Malhotra Naresh, Marketing Research: An Applied Orientation, Prentice Hall, 6th Edition, 2010. Literatura uzupełniająca: Hill R. Carter, Griffiths William, Lim Guay, Principles of Econometrics, Fourth Edition, John Wiley & Sons, Inc., New York, 2011; Yin Robert, Qualitative Research from Start to Finish, The Guilford Press, New York, 2011. |
|
Uwagi: |
Kryteria oceniania: egzamin testowy: 40.00% ocena z ćwiczeń: 60.00% |
Zajęcia w cyklu "Semestr zimowy 2023/24" (zakończony)
Okres: | 2023-10-01 - 2024-02-23 |
Przejdź do planu
PN WT ŚR LAB
CW
CZ LAB
CW
PT LAB
CW
|
Typ zajęć: |
Ćwiczenia, 20 godzin
Laboratorium, 40 godzin
|
|
Koordynatorzy: | (brak danych) | |
Prowadzący grup: | Tomasz Napiórkowski, Elżbieta Wąsowicz-Zaborek, Piotr Zaborek | |
Lista studentów: | (nie masz dostępu) | |
Zaliczenie: |
Przedmiot -
Ocena
Ćwiczenia - Ocena |
|
Skrócony opis: |
The course covers popular research methods, both quantitative and qualitative, commonly used in management sciences and economics. The statistics, which is the main research perspective, is taught conceptually without putting strong pressure on pertinent formulas. Such approach is suitable for using statistical software (here, SPSS) in solving practical but often computationally difficult problems, but it requires that students have working knowledge of basic statistics. |
|
Pełny opis: |
The course aims to familiarize students with the most popular and useful qualitative and quantitative research methods employed in management sciences and economics. The focus is strictly practical on developing analytical skills based on the conceptual understanding of analytical techniques. This caveat is particularly relevant for statistical methods where teaching is centered on assumptions and interpretations rather than on mathematical formulas. Most of the topics, following theoretical introduction, will be illustrated with an application of analytical techniques in solving practical research problems both as in-class exercises and as homework assignments. On completing the course the successful students will demonstrate the skills and knowledge allowing them to effectively handle typical research problems they may come across in marketing, management and economics. Also, the selection of methods and techniques included in the program was intended to provide a solid foundation from which to develop an individual analytical "toolbox", well-adjusted to each student's particular future professional circumstances. |
|
Literatura: |
Literatura podstawowa: Field Andy, Discovering Statistics with SPSS, Fourth Edition, Sage Publishing Ltd, London, 2013; Mooi Erik, Sarstedt M., A Concise Guide to Market Research: The Process, Data and Methods Using IBM SPSS Statistics, Springer Verlag, Heidelberg, 2011; Malhotra Naresh, Marketing Research: An Applied Orientation, Prentice Hall, 6th Edition, 2010. Literatura uzupełniająca: Hill R. Carter, Griffiths William, Lim Guay, Principles of Econometrics, Fourth Edition, John Wiley & Sons, Inc., New York, 2011; Yin Robert, Qualitative Research from Start to Finish, The Guilford Press, New York, 2011. |
|
Uwagi: |
Kryteria oceniania: egzamin testowy: 40.00% ocena z ćwiczeń: 60.00% |
Właścicielem praw autorskich jest Szkoła Główna Handlowa w Warszawie.