1 / 3 · Longitudinal study
Choose your research design
Define measurements and distinguish timing, sampling and assignment.
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Research question
2 min · Good research starts with a clear question.Variable
2 min · A characteristic that can differ across observations.Operational definition
2 min · Specify how an abstract idea will be measured.Cross-sectional study
2 min · Examine a population during a defined period.Longitudinal study
2 min · Track change through repeated measurements.Random assignment
2 min · Use chance to allocate experimental conditions.A/B test
3 min · Compare two options fairly.Review in three questions.
Review the concepts in this path with short questions. Read the explanation after each answer and revisit a concept if needed.
2 / 3 · Random assignment
Random assignment and random sampling address different problems.
3 / 3 · A/B test
Measuring group A and group B in different months guarantees a fair comparison.
Quiz summary
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Put this learning path into practice.
Choose a guide connected to the concepts in this path. These optional activities do not count towards your reading progress.
Add a reference by DOI
Import article metadata without typing the whole citation.
Connected concepts in this path: Research question
Narrow a research search
Move from a broad topic towards relevant publications.
Connected concepts in this path: Research question
Build concept-based queries
Make a health-literature search understandable and reproducible.
Connected concepts in this path: Research question
Practice with example data
Learn the analysis workflow before using your own data.
Connected concepts in this path: Variable
Take a first look at your CSV
Inspect columns and missing-value counts with Python and pandas.
Connected concepts in this path: Variable
Read the data dictionary before analyzing
Use the OpenAI Signals dictionary to distinguish row units, measures and comparison groups.
Connected concepts in this path: Variable