{"id":null,"code":"EDUT6004","name":{"valueFi":"Quantitative Data Analysis","valueEn":"Quantitative Data Analysis","valueSv":"Quantitative Data Analysis"},"credits":5.0,"minCredits":5,"maxCredits":5,"tags":[],"createdAt":1790534322165,"contentList":[{"title":{"valueFi":"Osaamistavoitteet","valueEn":"Learning outcomes","valueSv":""},"content":{"valueFi":"","valueEn":"Students\r\n- Develop their data analysis skills\r\n- Develop their skills related to the analysis of quantitative data \r\n- Are able to evaluate appropriateness of analysis methods for different types of data\r\n- Get tools for working on material related to their own research project \r\n- Develop their understanding of data analysis reporting in other research","valueSv":""}},{"title":{"valueFi":"Sisältö","valueEn":"Content","valueSv":""},"content":{"valueFi":"","valueEn":"- Considerations relating to the choice of method of analysis\r\n- Methods for processing univariate and multivariate data \r\n    - Reliability, Principle Component Analysis, Exploratory Factor Analysis\r\n    - T-test, paired samples-t-test, Anova, AnCova, repeated measures\r\n    - Regression analysis\r\n- Reporting results and making use of literature","valueSv":""}},{"title":{"valueFi":"Suoritustavat","valueEn":"Study methods","valueSv":""},"content":{"valueFi":"","valueEn":"- Group teaching and practical work \r\n- Independent option: Practical work and essay","valueSv":""}},{"title":{"valueFi":"Toteutustavat","valueEn":"Course unit methods","valueSv":""},"content":{"valueFi":"","valueEn":"Lectures 6 h, group teaching 8 h, independent work 121 h\r\n- Familiarize oneself with typical quantitative data analysis methods with example data provided by the teacher and consider their relevance for the own Master Thesis. If applicable, own research data may be used for the exercises.\r\n\r\nIndependent option: agreement about the realization (1 h), independent work 134 h\r\n- Independent study of analysis methods discussed during the course, practice executing and reporting analyses with data related the Master Thesis or with example data provided by the teacher.","valueSv":""}},{"title":{"valueFi":"Oppimateriaalit","valueEn":"Learning material","valueSv":""},"content":{"valueFi":"","valueEn":"Material provided by the teacher in lectures and literature related to the analysis methods.","valueSv":""}},{"title":{"valueFi":"Lisätiedot","valueEn":"Further information","valueSv":""},"content":{"valueFi":"","valueEn":"If the student completes  the course independently it can be completed outside the regular course schedule.","valueSv":""}},{"title":{"valueFi":"Kurssikirjallisuus","valueEn":"Literature","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Esitietovaatimukset","valueEn":"Qualifications","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointiasteikko","valueEn":"Assessment scale","valueSv":""},"content":{"valueFi":"0-5","valueEn":"0-5","valueSv":"0-5"}},{"title":{"valueFi":"Arviointikriteerit","valueEn":"Assessment criteria","valueSv":""},"content":{"valueFi":"","valueEn":"Active participation in the seminars. Progress on outlining and planning the thesis.","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 2","valueEn":"Assessment criteria 2","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 3","valueEn":"Assessment criteria 3","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 4","valueEn":"Assessment criteria 4","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Kielet","valueEn":"Languages","valueSv":""},"content":{"valueFi":"englanti","valueEn":"English","valueSv":"engelska"}},{"title":{"valueFi":"Taso","valueEn":"Level","valueSv":""},"content":{"valueFi":"Syventävät opinnot","valueEn":"Advanced Studies","valueSv":""}},{"title":{"valueFi":"Oppiaine","valueEn":"Subject","valueSv":""},"content":{"valueFi":"Kasvatustiede (opettajankoulutuslaitos, EdLearn)","valueEn":"Educational Sciences","valueSv":"Educational Sciences"}},{"title":{"valueFi":"Vastuuhenkilöt","valueEn":"Person in charge","valueSv":""},"content":{"valueFi":"Koen Veermans","valueEn":"Koen Veermans","valueSv":"Koen Veermans"}},{"title":{"valueFi":"Luokittelu","valueEn":"Classification","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Linkit","valueEn":"Links","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}}]}