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GEO4-22707.5 ECTSQ2EnglishMaster

Quantitative Innovation Analytics

FaculteitFaculty of Geosciences
NiveauMaster
Studiejaar2026-2027

Beschrijving

Course goals

Please note: the information in the course manual is binding.
 
 
The general aim of this course is twofold. The first aim is to learn how to write a research proposal for a quantitative study. The second aim is to learn about different quantitative analyses that are frequently used in innovation studies.

After completion of the course, the student is able to:
  • Write a research proposal for a quantitative study
  • Assess a research proposal for a quantitative study
  • Characterize innovation as an output measure
  • Characterize networks as an input measure
  • Explain and apply several analysis techniques, e.g.:
    •  
    • Social network analysis
    • General linear models
    • Logistic and ordinal models
    • Poisson and negative binomial models
    • Hierarchical models
  • Interpret and evaluate findings of different analyses
  • Write a full report and a summary web report based on the findings of research by a group of students.

Content

In this course we make use of lectures and practicals. In the lectures the subject(s) for that specific week is/are explained. In the practicals  you will mainly apply the knowledge and practice in R by means of assignments. 
One of the aims is to learn how to write a research proposal for a quantitative study. You will first practice this and then you will write a research proposal that will be graded.
Bi-weekly students hand in an assignment. 
At the end you need to hand in a final assignment.

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