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Research examples illustrating the service

See a statistical analysis from question to results

Explore two research examples, from the study brief and input files to the findings, explanations and analysis files you can open and inspect. Choose the level closest to your research.

From question to outputs

  1. Define the research questions and variables
  2. Examine measurement and select the analyses
  3. Receive findings, explanations and working files

One minute: from research question to files

A short overview of the undergraduate example: what was defined, which materials went in and how to inspect the outputs. 60 seconds, without narration; the full information is also available in the transcript.

Explore the study and its filesDownload the video
Read the full transcript

  1. Start with the research question

    The undergraduate example asks whether academic self-efficacy is associated with learning persistence. It contains 180 records, one per student measured once in an observational questionnaire study.

  2. Inspect the research inputs

    The inputs include a study description and hypothesis, questionnaire, dataset and variable dictionary. Each of the two scores is the mean of five items scored from 1 to 5. There are no reversed items or missing responses in this example.

  3. Connect the question to the analysis

    The example plan includes scale reliability, descriptive statistics and a Pearson correlation for the association hypothesis. The plot and assumptions are examined, with decisions and qualifications documented.

  4. Read the result in context

    The scatterplot shows observations and an upward fitted line. Pearson's correlation in the sample of 180 is about 0.435. Academic self-efficacy is on the horizontal axis and learning persistence on the vertical axis. This association does not establish causation. Inspect the precise result and its uncertainty in the output files.

  5. Open the actual deliverables

    The example includes a findings chapter, relevant methods supplement, discussion guidance, explanation guide and decision record. Data, a plot and SPSS-compatible output files are also available. Discussion guidance is not a complete discussion chapter. Deliverables for a future order depend on its agreed scope.

  6. Continue from the overview to the files

    This overview summarizes an existing worked research example. Open the undergraduate study on Statikali to inspect its description, inputs and outputs. Consultation and ordering remain closed; the availability page contains the current status.