{"id":null,"code":"YK00DO49","name":{"valueFi":"Quantitative Research Methods in Business Studies","valueEn":"Quantitative Research Methods in Business Studies","valueSv":""},"credits":5.0,"minCredits":5,"maxCredits":5,"tags":[],"createdAt":1790534244315,"contentList":[{"title":{"valueFi":"Osaamistavoitteet","valueEn":"Learning outcomes","valueSv":""},"content":{"valueFi":"Opetus järjestetään englanniksi, katso kuvaus englanninkielisestä käyttöliittymästä.","valueEn":"The student can \r\n- Analyse quantitative data using advanced statistical methods with software. \r\n- Design and analyse data for a complex research project such as a master’s thesis.   \r\n- Use a scientific approach in reporting the findings of the data analysis. \r\n- Perform construct validation and assess biases in the data. \r\nThis study develops the following general competencies: ethics, critical thinking, and identification and development of expertise.","valueSv":""}},{"title":{"valueFi":"Sisältö","valueEn":"Content","valueSv":""},"content":{"valueFi":"","valueEn":"Core contents: \r\n- Theory of statistical testing \r\n- Regression analysis  \r\n- Comparing groups with statistical testing \r\n\r\nAdditional topics:  \r\n- Confirmatory and exploratory factor analysis \r\n- Clustering methods \r\n- Introduction to structural equation modeling and multigroup moderation analysis.","valueSv":""}},{"title":{"valueFi":"Suoritustavat","valueEn":"Modes of study","valueSv":""},"content":{"valueFi":"","valueEn":"From 1.8.2026:\r\nStudy methods: \r\nLectures and workshops: 20 h \r\nIndependent study: 115h, Individual learning and assignment(s) completion \r\nEvaluation method: Individual assignment on data analysis task (0-5), 100% of the grade.\r\n\r\nUntil 31.7.2026:\r\nInteractive workshops 21 h. \r\nIndependent study, assignments and self-evaluation 112 h (Evaluation 0-5, 100% of the grade)","valueSv":""}},{"title":{"valueFi":"Toteutustavat","valueEn":"Teaching methods","valueSv":""},"content":{"valueFi":"","valueEn":"Multiform teaching. \r\nClassroom teaching includes one day on-site in Joensuu or Kuopio with mandatory presence.","valueSv":""}},{"title":{"valueFi":"Oppimateriaalit","valueEn":"Learning material","valueSv":""},"content":{"valueFi":"","valueEn":"- Methodology and statistics literature \r\n- Scientific articles   \r\n- Research materials  \r\n- Other materials ","valueSv":""}},{"title":{"valueFi":"Lisätiedot","valueEn":"Further information","valueSv":""},"content":{"valueFi":"","valueEn":"Corresponds to YK00DF13 Quantitative research methods in International Marketing. Both courses cannot be completed. \r\nLanguage: English","valueSv":""}},{"title":{"valueFi":"Kurssikirjallisuus","valueEn":"Literature","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Esitietovaatimukset","valueEn":"Prerequisites","valueSv":""},"content":{"valueFi":"","valueEn":"Research Methodologies in Business Studies course completed, \r\nBachelor level knowledge in business studies","valueSv":""}},{"title":{"valueFi":"Arviointiasteikko","valueEn":"Grading scale","valueSv":""},"content":{"valueFi":"0-5","valueEn":"0-5","valueSv":"0-5"}},{"title":{"valueFi":"Arviointikriteerit, 1-2","valueEn":"Assessment criteria, 1-2","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit, 3-4","valueEn":"Assessment criteria, 3-4","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit, 5","valueEn":"Assessment criteria, 5","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit, hyväksytty/hylätty","valueEn":"Assessment criteria, pass/fail","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":"Liiketaloustiede","valueEn":"Business Economics","valueSv":"Liiketaloustiede"}},{"title":{"valueFi":"Vastuuopettaja","valueEn":"Teacher in charge","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Luokittelu","valueEn":"Classification","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Linkit","valueEn":"Links","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}}]}