“Is there a relation between the proportion of GDP of a country spend on education and the immunisation rate of a country?”
Disclaimer:
This essay should be more written from a mathematical perspective, therefore higher level math equations and detailed analysation should be applied. In the course of the analysation and research, please explain the steps and methods you use and why they are convenient. The quality of writing should be formal and high level and connected to the research question. The essay needs to have a good structure. Please do no mistakes, as this needs to be a perfect essay and will be applied to my master project.
- Analysing data about government expenditure on education[1], total (% of GDP) and contrast to the Immunisation coverage by antigen[2] (country, regional, and global trends). From the immunisation data, please only cover the three vaccines (BCG, DTP1, DTP3) as there are the most important one, because they are given to the population an early age.
- You might want to create a sample/tidy up the data e.g. top 30 values and bottom 30 of each vaccine (BCG, DTP1, DTP3). Do diagrams of tables for that.
- Then draw scatter diagrams, explain them, analyse and refer to them. Please always keep the research question in mind and also connect.
- Do detailed calculations of the product-moment correlation coefficient and do linear regression. Then write a strong conclusion, referring to the diagrams and equations you have made. Please shortly refer to limitations.
Feel free to use your own resources and add some useful methods and thoughts, but please keep the general structure in mind.
[1] https://data.worldbank.org/indicator/SE.XPD.TOTL.GD.ZS
[2] https://data.unicef.org/topic/child-health/immunization/ (please find the data table attached)
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