HBC203 Assignment: Statistics and Data Analysis for the Social and Behavioural Sciences (ECA 2025)
Module / Subject / School:
End-of-Course Assessment January 2025
HBC203: Statistics and Data Analysis for the Social and Behavioural SciencesÂ
Singapore University of Social Sciences
What we score:
82%
Requirements:Â
This 2000-word report requires you to apply the knowledge and skills that you learnt in this subject to a) develop research questions, b) analyse an existing data set using jamovi to answer those research questions, and c) interpret the results of your analyses.Â
Our Writer’s CommentÂ
This End-of-Course Assessment is designed to evaluate how well students can integrate statistical reasoning with substantive social and behavioural science questions. From a marker’s perspective, strong submissions do not treat this as a statistics exercise alone, but as a research report where data analysis serves to answer clearly articulated research questions.
One common issue we see is weak alignment between research questions, literature review, and statistical analyses. High-scoring reports demonstrate a logical flow: research questions grounded in theory, predictions justified by prior studies, analyses chosen appropriately, and results interpreted accurately in APA format. Particular care is also required when presenting Jamovi outputs, as missing or unclear screenshots can lead to direct mark deductions.
General Tips to Improve Your Score
Develop strong, data-appropriate research questions
Ensure that all variables required for your questions are available in the dataset.
Ground predictions in literature
Each research question should be supported by a focused literature review, not generic background reading.
Choose analyses carefully
Use only statistical tests taught in the course and justify why each test is appropriate.
Present Jamovi output clearly
Screenshots must be readable at 100% zoom and include all information needed to interpret results.
Write analytically, not descriptively
In the discussion, explain why results occurred and how they compare with existing research.
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