Week 8: Learning Log
My Coding Goals this Week
Dear Jenny,
My goals this week are to start thinking about my verification report, now that the group presentation is over. To be honest, I have been caught up with other assessments (3001, I’m looking at you), so have not yet had a chance to think about the verification report. I am starting this learning log very late, so will just use this log to write out possible ideas for my report, and create a plan. With only two-ish weeks to do this report, I should get started!
Also would like to apologise for the amount of text in this log, didn’t get much time to actually code (sad)
Challenges and Successes
Challenges - thinking about exploration for part 3 will require the most work…also could not find the reproducibility checklist
Success - Part 1 and 2 are basically already done! I may try to redo some of the coding for descriptives on my own since I didn’t really do that within our group.
Plan for Part 1: Reaction
Writing a summary shouldn’t be too difficult as I covered this area for our presentation. I can use my answers to these questions to structure my paragraphs for the report.
What is the research problem? + Why is it important?
- Does believing you have had COVID-19 impact how an individual self-reports their adherence to lockdown measures?
- Can COVID testing be a way to exit from lockdown strategies?
- WHO says antibody testing may lead people to stop adhering to protective measures
- Need to know if people will stop adhering to measures after testing positive, as still unclear if an individual can have COVID more than once, and how common this is.
- No previous evidence on if adhering to protective measures is different if an individual things they have COVID or not (could be self-diagnosed or with antigen/antibody test)
- Since research around COVID is still novel (?), the results from this paper may significantly impact the future of implementation of lockdown rules.
- Could potentially help target those who believe they have had COVID, especially in terms of media communication as there is a lack of research in this area.
What is the gap in the literature that the paper fills?
- If a COVID diagnosis changes the way we try to protect ourselves from COVID, and if this diagnosis impacts how we report our own behaviour
- Also if it changes how worried we are about the virus
What did the researchers do?
- Online cross-sectional survey
- 6149 UK participants, 18+
What did they find?
- It was found that those who believed they had had COVID-19 were more likely to think they are immune and stop participating in activities such as washing hands and social distancing.
- There was no evidence found for an association between thinking that you had had COVID-19 and its perceived risk.
- It remains likely that people will be required to adhere to protective measures for COVID-19 even if they have had the illness previously
What does it mean?
- Currently, no media communications specifically target those who believed they have had COVID-19. As the opinions towards lockdown measures and COVID-19 immunity are different in these people, it is worth addressing this gap in the media.
- However, this study heavily relies on self-reported measures, where the social desirability bias impacts the way participants respond, especially in the rates of adhering to lockdown measures. - The response from participants also may not be representative of the UK population.
Choosing statements for my reaction
I wonder whether the results of this study would be universal if the same method was applied in a different country, such as Australia. It would be interesting to see if an increase/decrease of COVID-19 rates in the particular country would change these results. Similarly, if harsher COVID-19 restrictions would have any effect on the results gathered
The logic of the rationale was compelling and accurately captured the overall message of the paper. It was easy to understand and I wasn’t confused about anything. I also liked how the study had a nice flow and there weren’t any areas where I got confused or felt lost.
The most interesting parts of this paper was the statistics for the COVID-19 antigen test. I thought it was interesting that more than half of those who tested negative believed they had COVID-19. And since people who thought they had had COVID-19 were less likely to correctly identify COVID-19 symptoms, it seems to me that those who think they are COVID negative have a better understanding of COVID-19 symptoms. Does that mean that people who think they have had COVID-19 and think they have increased immunity become complacent?
Plan for Part 2: Verification
- Demographic descriptives
- Means/SD
- Figures
Mostly done as a group!
Plan for Part 3: Exploration
Need to think of 3 questions here… Check back next week once I’ve had a think about this! :)
Plan for Part 4: Recommendation
Have to use the reproducibility checklist (I have no idea where to find this…)
Next Steps…
My next steps are to start the verification report.