Curricula

Objectives

You will acquire the knowledge, understanding and applied skills of quantitative research including its conceptual and methodological aspects. You will understand the role and relevance of quantitative methods in the context of empirical research including their limitations.

You will develop the ability to conduct a quantitative research to your own field of research and development work. You can identify the applicability of various types of quantitative data and methods for solving different types of research questions.

You are expected to acquire the following competencies in this course:

Learning to learn
• You recognize your strengths and needs for learning.
• You make use of learning methods and tools that support your learning best.
• You seek, acquire, and critically assess information from reliable sources.

Proactive development
• You identify development areas by anticipating the future of your field.
• You apply existing knowledge and utilize appropriate research methods in development projects.
• You develop the ability to think out of the box and challenge the limits to come up with creative and innovative solutions.

Sustainable global business management
• You critically review and understand core concepts of global business management and sustainability from multidisciplinary perspectives of marketing, sales, strategy, finance, and management.
• You apply disciplinary and interdisciplinary knowledge to analyze global business challenges and propose sustainable business solutions to grow new ventures in global markets.

Content

Epistemological grounds of quantitative research, definition of the research topic, formulation of the research questions, process of quantitative research, methods of data collection, main analysis methods for Master's thesis, reliability of quantitative research, ethics in quantitative research.

Quantitative Research
Hypotheses testing
Populations and samples,
Normality assumption of data,
Descriptive statistics,
Correlational analysis
Regression analysis (simple, linear),
T-tests and ANOVA
Validity and reliability of data, assumptions of parametric data
Logistic regression and non-linear regression,
Explorative Factor analysis,
Non-parametric tests
Revisiting assumptions of parametric data
Multi-collinearity, Autocorrelation and Heteroscedasticity

Time and location

The course is held in the spring semester.

Learning materials and recommended literature

Quantitative Research Methods.
Focus in Sport Management research.

Study Material
Lecture slides and spreadsheets, research articles and videos.
Text Book Discovering Statistics Using IBM SPSS Statistics (5th Edition) by Andy Field Publishers: SAGE Publishing
ISBN-13: 978-1526436566, ISBN-10: 1526436566
Technology
Microsoft Excel, Webropol

Teaching methods

The primary modes of delivery are online Webinars and online learning.

International connections

There are several possibilities to participate in the international projects.

Student workload

Lectures 27 h
Assignments 54 h
Independent study 54 h
Total 135h ( one credit equals 27 hours of student work)

Content scheduling

Research articles-based assignment (50% weight)-Individual work: Each one of you must choose one research article. You may choose the article either from RESEARCH ARTICLES folder available in the Moodle or pick one by yourself.

In the case of former, you must reserve your article via the Discussion Forum message thread only.

In the latter case, you must receive my consent regarding the article before you proceed. After I give my consent then mention the details of your chosen article in the Discussion Forum in the same message thread mentioned before. The basic criterial of the selection of the article is that it must have review of literature, hypotheses, methodology, analysis (descriptive and inferential) and of course discussion.

Whatever the case may be no two or more students can choose the same article.

You are required to analyze the following issues in your presentation: research questions/objectives, hypotheses, methodology, analysis, finding and implications, any limitations.

You are required to submit a word file (1200 or more words).

2. Online written examination (50% weight)
Based on contents studied in the lecture slides and recommended research articles, there will a one hour long online written examination. You will be required to attempt two out of three questions.

Further information for students

Open UAS 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed.

You have demonstrated a basic level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Satisfactory 2:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize and are able to select different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed and apply the information to the research and development work of your own field.

You have demonstrated an intermediate level of knowledge, skills, applications in one and basic level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, good (3-4)

Good 3:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You select and justify your choice of quantitative material and methods that are suited to solving the research assignments of your thesis. You have good preparedness to carry out quantitative research. You can assess quantitative research and apply the information to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in one and intermediate level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Very good 4:
You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have very good preparedness to carry out quantitative research. You assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in two and intermediate level in the remaining competence out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, excellent (5)

You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have excellent preparedness to carry out quantitative research. You critically assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Prerequisites

Bachelor's degree

Objectives

You will acquire the knowledge, understanding and applied skills of quantitative research including its conceptual and methodological aspects. You will understand the role and relevance of quantitative methods in the context of empirical research including their limitations.

You will develop the ability to conduct a quantitative research to your own field of research and development work. You can identify the applicability of various types of quantitative data and methods for solving different types of research questions.

You are expected to acquire the following competencies in this course:

Learning to learn
• You recognize your strengths and needs for learning.
• You make use of learning methods and tools that support your learning best.
• You seek, acquire, and critically assess information from reliable sources.

Proactive development
• You identify development areas by anticipating the future of your field.
• You apply existing knowledge and utilize appropriate research methods in development projects.
• You develop the ability to think out of the box and challenge the limits to come up with creative and innovative solutions.

Sustainable global business management
• You critically review and understand core concepts of global business management and sustainability from multidisciplinary perspectives of marketing, sales, strategy, finance, and management.
• You apply disciplinary and interdisciplinary knowledge to analyze global business challenges and propose sustainable business solutions to grow new ventures in global markets.

Content

Epistemological grounds of quantitative research, definition of the research topic, formulation of the research questions, process of quantitative research, methods of data collection, main analysis methods for Master's thesis, reliability of quantitative research, ethics in quantitative research.

Quantitative Research
Hypotheses testing
Populations and samples,
Normality assumption of data,
Descriptive statistics,
Correlational analysis
Regression analysis (simple, linear),
T-tests and ANOVA
Validity and reliability of data, assumptions of parametric data
Logistic regression and non-linear regression,
Explorative Factor analysis,
Non-parametric tests
Revisiting assumptions of parametric data
Multi-collinearity, Autocorrelation and Heteroscedasticity

Further information for students

Avoin amk 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed.

You have demonstrated a basic level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Satisfactory 2:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize and are able to select different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed and apply the information to the research and development work of your own field.

You have demonstrated an intermediate level of knowledge, skills, applications in one and basic level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, good (3-4)

Good 3:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You select and justify your choice of quantitative material and methods that are suited to solving the research assignments of your thesis. You have good preparedness to carry out quantitative research. You can assess quantitative research and apply the information to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in one and intermediate level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Very good 4:
You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have very good preparedness to carry out quantitative research. You assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in two and intermediate level in the remaining competence out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, excellent (5)

You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have excellent preparedness to carry out quantitative research. You critically assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Prerequisites

Bachelor's degree

Objectives

You will acquire the knowledge, understanding and applied skills of quantitative research including its conceptual and methodological aspects. You will understand the role and relevance of quantitative methods in the context of empirical research including their limitations.

You will develop the ability to conduct a quantitative research to your own field of research and development work. You can identify the applicability of various types of quantitative data and methods for solving different types of research questions.

You are expected to acquire the following competencies in this course:

Learning to learn
• You recognize your strengths and needs for learning.
• You make use of learning methods and tools that support your learning best.
• You seek, acquire, and critically assess information from reliable sources.

Proactive development
• You identify development areas by anticipating the future of your field.
• You apply existing knowledge and utilize appropriate research methods in development projects.
• You develop the ability to think out of the box and challenge the limits to come up with creative and innovative solutions.

Sustainable global business management
• You critically review and understand core concepts of global business management and sustainability from multidisciplinary perspectives of marketing, sales, strategy, finance, and management.
• You apply disciplinary and interdisciplinary knowledge to analyze global business challenges and propose sustainable business solutions to grow new ventures in global markets.

Content

Epistemological grounds of quantitative research, definition of the research topic, formulation of the research questions, process of quantitative research, methods of data collection, main analysis methods for Master's thesis, reliability of quantitative research, ethics in quantitative research.

Quantitative Research
Hypotheses testing
Populations and samples,
Normality assumption of data,
Descriptive statistics,
Correlational analysis
Regression analysis (simple, linear),
T-tests and ANOVA
Validity and reliability of data, assumptions of parametric data
Logistic regression and non-linear regression,
Explorative Factor analysis,
Non-parametric tests
Revisiting assumptions of parametric data
Multi-collinearity, Autocorrelation and Heteroscedasticity

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed.

You have demonstrated a basic level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Satisfactory 2:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize and are able to select different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed and apply the information to the research and development work of your own field.

You have demonstrated an intermediate level of knowledge, skills, applications in one and basic level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, good (3-4)

Good 3:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You select and justify your choice of quantitative material and methods that are suited to solving the research assignments of your thesis. You have good preparedness to carry out quantitative research. You can assess quantitative research and apply the information to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in one and intermediate level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Very good 4:
You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have very good preparedness to carry out quantitative research. You assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in two and intermediate level in the remaining competence out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, excellent (5)

You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have excellent preparedness to carry out quantitative research. You critically assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Prerequisites

Bachelor's degree

Objectives

You will acquire the knowledge, understanding and applied skills of quantitative research including its conceptual and methodological aspects. You will understand the role and relevance of quantitative methods in the context of empirical research including their limitations.

You will develop the ability to conduct a quantitative research to your own field of research and development work. You can identify the applicability of various types of quantitative data and methods for solving different types of research questions.

You are expected to acquire the following competencies in this course:

Learning to learn
• You recognize your strengths and needs for learning.
• You make use of learning methods and tools that support your learning best.
• You seek, acquire, and critically assess information from reliable sources.

Proactive development
• You identify development areas by anticipating the future of your field.
• You apply existing knowledge and utilize appropriate research methods in development projects.
• You develop the ability to think out of the box and challenge the limits to come up with creative and innovative solutions.

Sustainable global business management
• You critically review and understand core concepts of global business management and sustainability from multidisciplinary perspectives of marketing, sales, strategy, finance, and management.
• You apply disciplinary and interdisciplinary knowledge to analyze global business challenges and propose sustainable business solutions to grow new ventures in global markets.

Content

Epistemological grounds of quantitative research, definition of the research topic, formulation of the research questions, process of quantitative research, methods of data collection, main analysis methods for Master's thesis, reliability of quantitative research, ethics in quantitative research.

Quantitative Research
Hypotheses testing
Populations and samples,
Normality assumption of data,
Descriptive statistics,
Correlational analysis
Regression analysis (simple, linear),
T-tests and ANOVA
Validity and reliability of data, assumptions of parametric data
Logistic regression and non-linear regression,
Explorative Factor analysis,
Non-parametric tests
Revisiting assumptions of parametric data
Multi-collinearity, Autocorrelation and Heteroscedasticity

Time and location

The course is held in the spring semester.

Learning materials and recommended literature

Quantitative Research
Hypotheses testing
Populations and samples,
Normality assumption of data,
Descriptive statistics,
Correlational analysis
Regression analysis (simple, linear),
T-tests and ANOVA
Validity and reliability of data, assumptions of parametric data
Logistic regression and non-linear regression,
Explorative Factor analysis,
Non-parametric tests
Revisiting assumptions of parametric data
Multi-collinearity, Autocorrelation and Heteroscedasticity

Study Material
Lecture slides and spreadsheets, research articles and videos.
Text Book Discovering Statistics Using IBM SPSS Statistics (5th Edition) by Andy Field Publishers: SAGE Publishing
ISBN-13: 978-1526436566, ISBN-10: 1526436566
Technology
Microsoft Excel, SPSS

Teaching methods

The primary modes of delivery are face-to-face learning (lectures, workshops, presentations), and hyflex learning mode.
The attendance of the students in the classroom in mandatory.

Exam dates and retake possibilities

Research articles-based assignment (50% weight)-Individual work: Each one of you must choose two research article. You may choose the articles either from RESEARCH ARTICLES folder available in the Moodle or pick one by yourself.

In the case of former, you must reserve your articles via the Discussion Forum message thread only.

In the latter case, you must receive my consent regarding the articles before you proceed. After I give my consent then mention the details of your chosen articles in the Discussion Forum in the same message thread mentioned before. The basic criterial of the selection of the articles is that they must have review of literature, hypotheses, methodology, analysis (descriptive and inferential) and of course discussion.

Whatever the case may be no two or more students can choose the same article(s).

You are required to analyze the following issues in your presentation: research questions/objectives, hypotheses, methodology, analysis, finding and implications, any limitations.

You are required to submit a word file (1200 or more words).

2. Online written examination (50% weight)
Based on contents studied in the lecture slides and recommended research articles, there will a one hour long online written examination. You will be required to attempt two out of three questions.

International connections

There are several possibilities to participate in the international projects.

Student workload

Lectures 27 h
Assignments 54 h
Independent study 54 h
Total 135h ( one credit equals 27 hours of student work)

Further information for students

Open UAS 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed.

You have demonstrated a basic level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Satisfactory 2:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize and are able to select different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed and apply the information to the research and development work of your own field.

You have demonstrated an intermediate level of knowledge, skills, applications in one and basic level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, good (3-4)

Good 3:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You select and justify your choice of quantitative material and methods that are suited to solving the research assignments of your thesis. You have good preparedness to carry out quantitative research. You can assess quantitative research and apply the information to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in one and intermediate level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Very good 4:
You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have very good preparedness to carry out quantitative research. You assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in two and intermediate level in the remaining competence out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, excellent (5)

You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have excellent preparedness to carry out quantitative research. You critically assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Prerequisites

Bachelor's degree

Objectives

You will acquire the knowledge, understanding and applied skills of quantitative research including its conceptual and methodological aspects. You will understand the role and relevance of quantitative methods in the context of empirical research including their limitations.

You will develop the ability to conduct a quantitative research to your own field of research and development work. You can identify the applicability of various types of quantitative data and methods for solving different types of research questions.

You are expected to acquire the following competencies in this course:

Learning to learn
• You recognize your strengths and needs for learning.
• You make use of learning methods and tools that support your learning best.
• You seek, acquire, and critically assess information from reliable sources.

Proactive development
• You identify development areas by anticipating the future of your field.
• You apply existing knowledge and utilize appropriate research methods in development projects.
• You develop the ability to think out of the box and challenge the limits to come up with creative and innovative solutions.

Sustainable global business management
• You critically review and understand core concepts of global business management and sustainability from multidisciplinary perspectives of marketing, sales, strategy, finance, and management.
• You apply disciplinary and interdisciplinary knowledge to analyze global business challenges and propose sustainable business solutions to grow new ventures in global markets.

Content

Epistemological grounds of quantitative research, definition of the research topic, formulation of the research questions, process of quantitative research, methods of data collection, main analysis methods for Master's thesis, reliability of quantitative research, ethics in quantitative research.

Quantitative Research
Hypotheses testing
Populations and samples,
Normality assumption of data,
Descriptive statistics,
Correlational analysis
Regression analysis (simple, linear),
T-tests and ANOVA
Validity and reliability of data, assumptions of parametric data
Logistic regression and non-linear regression,
Explorative Factor analysis,
Non-parametric tests
Revisiting assumptions of parametric data
Multi-collinearity, Autocorrelation and Heteroscedasticity

Time and location

The course is held in the spring semester.

Learning materials and recommended literature

Quantitative Research Methods.
Focus in Sport Management research.

Study Material
Lecture slides and spreadsheets, research articles and videos.
Text Book Discovering Statistics Using IBM SPSS Statistics (5th Edition) by Andy Field Publishers: SAGE Publishing
ISBN-13: 978-1526436566, ISBN-10: 1526436566
Technology
Microsoft Excel, Webropol

Teaching methods

The primary modes of delivery are online Webinars and online learning.

Exam dates and retake possibilities

Research articles-based assignment (50% weight)-Individual work: Each one of you must choose one research article. You may choose the article either from RESEARCH ARTICLES folder available in the Moodle or pick one by yourself.

In the case of former, you must reserve your article via the Discussion Forum message thread only.

In the latter case, you must receive my consent regarding the article before you proceed. After I give my consent then mention the details of your chosen article in the Discussion Forum in the same message thread mentioned before. The basic criterial of the selection of the article is that it must have review of literature, hypotheses, methodology, analysis (descriptive and inferential) and of course discussion.

Whatever the case may be no two or more students can choose the same article.

You are required to analyze the following issues in your presentation: research questions/objectives, hypotheses, methodology, analysis, finding and implications, any limitations.

You are required to submit a word file (1200 or more words).

2. Online written examination (50% weight)
Based on contents studied in the lecture slides and recommended research articles, there will a one hour long online written examination. You will be required to attempt two out of three questions.

International connections

There are several possibilities to participate in the international projects.

Student workload

Lectures 27 h
Assignments 54 h
Independent study 54 h
Total 135h ( one credit equals 27 hours of student work)

Further information for students

Open UAS 5

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed.

You have demonstrated a basic level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Satisfactory 2:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize and are able to select different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed and apply the information to the research and development work of your own field.

You have demonstrated an intermediate level of knowledge, skills, applications in one and basic level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, good (3-4)

Good 3:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You select and justify your choice of quantitative material and methods that are suited to solving the research assignments of your thesis. You have good preparedness to carry out quantitative research. You can assess quantitative research and apply the information to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in one and intermediate level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Very good 4:
You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have very good preparedness to carry out quantitative research. You assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in two and intermediate level in the remaining competence out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, excellent (5)

You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have excellent preparedness to carry out quantitative research. You critically assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Prerequisites

Bachelor's degree

Objectives

You will acquire the knowledge, understanding and applied skills of quantitative research including its conceptual and methodological aspects. You will understand the role and relevance of quantitative methods in the context of empirical research including their limitations.

You will develop the ability to conduct a quantitative research to your own field of research and development work. You can identify the applicability of various types of quantitative data and methods for solving different types of research questions.

You are expected to acquire the following competencies in this course:

Learning to learn
• You recognize your strengths and needs for learning.
• You make use of learning methods and tools that support your learning best.
• You seek, acquire, and critically assess information from reliable sources.

Proactive development
• You identify development areas by anticipating the future of your field.
• You apply existing knowledge and utilize appropriate research methods in development projects.
• You develop the ability to think out of the box and challenge the limits to come up with creative and innovative solutions.

Sustainable global business management
• You critically review and understand core concepts of global business management and sustainability from multidisciplinary perspectives of marketing, sales, strategy, finance, and management.
• You apply disciplinary and interdisciplinary knowledge to analyze global business challenges and propose sustainable business solutions to grow new ventures in global markets.

Content

Epistemological grounds of quantitative research, definition of the research topic, formulation of the research questions, process of quantitative research, methods of data collection, main analysis methods for Master's thesis, reliability of quantitative research, ethics in quantitative research.

Quantitative Research
Hypotheses testing
Populations and samples,
Normality assumption of data,
Descriptive statistics,
Correlational analysis
Regression analysis (simple, linear),
T-tests and ANOVA
Validity and reliability of data, assumptions of parametric data
Logistic regression and non-linear regression,
Explorative Factor analysis,
Non-parametric tests
Revisiting assumptions of parametric data
Multi-collinearity, Autocorrelation and Heteroscedasticity

Time and location

The course is held in the autumn semester. There will be a two-hour long lecture and one hour of workshop per week.

Teaching methods

The primary modes of delivery are face-to-face learning (lectures, workshops, presentations), distance learning (e.g. online lectures and presentations) and hyflex learning mode.

Exam dates and retake possibilities

Exam will be held during the last week of the course and details of the exam date, timings and venue will be notified at the learning platform. The retake exam will be held once in the Spring semester and Autumn semester.

International connections

There are possibilities of having collaborations with other universities in Finland and abroad with respect to joint research, and corporate projects.

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed.

You have demonstrated a basic level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Satisfactory 2:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize and are able to select different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed and apply the information to the research and development work of your own field.

You have demonstrated an intermediate level of knowledge, skills, applications in one and basic level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, good (3-4)

Good 3:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You select and justify your choice of quantitative material and methods that are suited to solving the research assignments of your thesis. You have good preparedness to carry out quantitative research. You can assess quantitative research and apply the information to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in one and intermediate level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Very good 4:
You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have very good preparedness to carry out quantitative research. You assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in two and intermediate level in the remaining competence out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, excellent (5)

You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have excellent preparedness to carry out quantitative research. You critically assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Prerequisites

Bachelor's degree

Objectives

You will acquire the knowledge, understanding and applied skills of quantitative research including its conceptual and methodological aspects. You will understand the role and relevance of quantitative methods in the context of empirical research including their limitations.

You will develop the ability to conduct a quantitative research to your own field of research and development work. You can identify the applicability of various types of quantitative data and methods for solving different types of research questions.

You are expected to acquire the following competencies in this course:

Learning to learn
• You recognize your strengths and needs for learning.
• You make use of learning methods and tools that support your learning best.
• You seek, acquire, and critically assess information from reliable sources.

Proactive development
• You identify development areas by anticipating the future of your field.
• You apply existing knowledge and utilize appropriate research methods in development projects.
• You develop the ability to think out of the box and challenge the limits to come up with creative and innovative solutions.

Sustainable global business management
• You critically review and understand core concepts of global business management and sustainability from multidisciplinary perspectives of marketing, sales, strategy, finance, and management.
• You apply disciplinary and interdisciplinary knowledge to analyze global business challenges and propose sustainable business solutions to grow new ventures in global markets.

Content

Epistemological grounds of quantitative research, definition of the research topic, formulation of the research questions, process of quantitative research, methods of data collection, main analysis methods for Master's thesis, reliability of quantitative research, ethics in quantitative research.

Quantitative Research
Hypotheses testing
Populations and samples,
Normality assumption of data,
Descriptive statistics,
Correlational analysis
Regression analysis (simple, linear),
T-tests and ANOVA
Validity and reliability of data, assumptions of parametric data
Logistic regression and non-linear regression,
Explorative Factor analysis,
Non-parametric tests
Revisiting assumptions of parametric data
Multi-collinearity, Autocorrelation and Heteroscedasticity

Evaluation scale

0-5

Evaluation criteria, satisfactory (1-2)

Sufficient 1:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed.

You have demonstrated a basic level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Satisfactory 2:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You recognize and are able to select different quantitative materials and methods that are suited for the solution of different types of research assignments. You have basic preparedness to carry out quantitative research. You perceive how quantitative research is assessed and apply the information to the research and development work of your own field.

You have demonstrated an intermediate level of knowledge, skills, applications in one and basic level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, good (3-4)

Good 3:
You demonstrate an understanding of the epistemological grounds of quantitative research as well as its strengths and weaknesses. You select and justify your choice of quantitative material and methods that are suited to solving the research assignments of your thesis. You have good preparedness to carry out quantitative research. You can assess quantitative research and apply the information to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in one and intermediate level in the remaining two competences out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Very good 4:
You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have very good preparedness to carry out quantitative research. You assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in two and intermediate level in the remaining competence out of a total three competences: Learning to learn, Proactive development and Sustainable global business management.

Evaluation criteria, excellent (5)

You specify with justifications the epistemological grounds and methods of your quantitative research. You competently examine the strengths and weaknesses of quantitative research. You assess the suitability of different quantitative materials and methods to solving different types of research assignments. You have excellent preparedness to carry out quantitative research. You critically assess quantitative research and its applicability to the research and development work of your own field.

You have demonstrated an excellent level of knowledge, skills, applications in all the three competences: Learning to learn, Proactive development and Sustainable global business management.

Prerequisites

Bachelor's degree