Data analysis 7.5 credits

About the course

The course provides knowledge and skills in scientific data analysis relevant to the fields of psychology and cognitive science. The main aim is to prepare students for independent research by developing their ability to select, apply, interpret, and critically evaluate both quantitative and qualitative methods.

The quantitative part of the course introduces central concepts in descriptive and inferential statistics where inferential statistics are in focus, with examples of commonly used techniques for analyzing relationships and differences between variables. Students are also introduced to key practices in data preparation, assumption testing, and interpretation and reporting of results according to scientific standards. Selected topics related to the evaluation of psychological measurements are included.

The qualitative part of the course covers fundamental approaches to the analysis of data. Students practice techniques for coding, identifying patterns, and interpreting qualitative material, while considering quality criteria such as credibility, transparency, and reflexivity.

The course emphasizes an active learning model where students engage in problem-solving, analysis, and critical discussion, both individually and in groups. Teaching activities such as lectures, supervised exercises, and seminars support the development of methodological understanding and analytical skills. Supervision is offered throughout the course to guide students in their work.

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Autumn 2025
- Data analysis
  
  Autumn 2025 / Umeå / English / On site
  
  Submit a late application
  
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  Starts
  4 December 2025
  
  Ends
  18 January 2026
  
  Number of credits
  7.5 credits
  
  Type of studies
  On site
  
  Study pace
  100%
  
  Teaching hours
  Daytime
  
  Study location
  Umeå
  
  Language
  English
  
  Application code
  UMU-21228
  
  Eligibility 90 credits (Higher Education Credits/ hp) in any subject. Research design and data collection 7,5 credits or equivalent Proficiency in English equivalent to Swedish Upper Secondary course English A/6. Where the language of instruction is Swedish, applicants must prove proficiency in Swedish to the level required for basic eligibility for higher studies.
  
  Selection
  Academic credits
  
  Application
  Application deadline was 15 April 2025. Submit a late application at Universityadmissions.se.
  
  Application and tuition fees
  As a citizen of a country outside the European Union (EU), the European Economic Area (EEA) or Switzerland, you are required to pay application and tuition fees for studies at Umeå University.
  
  Application fee: SEK 900
  
  Tuition fee, first instalment: SEK 12,075
  
  Total fee: SEK 12,075
  
  Details about tuition, fees and funding

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