Sample questions
your methodology
should attempt to answer
Before you call in the experts...
prepare your questions
›› What is the geographical focus
ever before to data. But many still lack the
of your study?
›› What is the temporal focus of your study?
›› How did you measure X?
a. Data source #1
i. Where and when downloaded?
ii. Who was the original creator/provider?
Is this source credible? How did you verify
this data?
iii. Publically available?
iv. Did you systematically organize this data in
some way? For example, by hour, or by day?
v. Are there any restrictions, concerns, or
challenges with this data?
vi. How did you deal with missing
information?
vii. Search terms used, hashtags followed?
In which languages?
›› What methods did you use to obtain the
Researchers have more easy access than
abilities or confidence to work with large
data sets. In the already cash-strapped and
overworked field of human rights, this puts data
experts under particular strain, as they struggle
to meet the many demands of their colleagues.
The more educated and empowered you are
to do your work, the more stress and time
you will save yourself and your colleagues.
That said, sometimes you need to call
in the experts. Before you do, prepare
for your conversation by considering
the following questions:
›› What is your end goal? Being explicit
about your aims helps the expert
understand your request.
›› What does good support look like?
Are you seeking assistance understanding bias
in a specific dataset? Support analysing a data
results from the collected data?
stream that is new to you? Confirmation that
b. Data processing and management
you are on the right track?
i. Process of translation, if applicable?
ii. Software used?
iii. Process of combining/linking different
data sources?
c. Data analysis
i. Software/programming languages used?
ii. Statistical methods employed?
›› Do you need specific or ongoing
assistance? Be realistic and only ask
for the amount of assistance you can afford.
›› Why this expert? Have they worked on similar
cases before? Did someone recommend
them? Have you considered alternatives?
iii. Procedure for dealing with missing
information?
iv. Potential types of robustness checks
and sensitivity analysis?
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