New wiki pages that need to be created

[mariaruth]

Chapter 2: setting the stage

• data license agreement
• data ownership
• 321 rule or something more general on data backup - https://dimewiki.worldbank.org/Data_Storage#Back-up_protocols
• statistical disclosure

Note -- some of this content got moved to chapter 1 in the revisions, this list definitely needs updating

[luizaandrade]

Ch6: Data analysis

• Dynamic documents: move citations from here to the wiki
• LaTeX -- update reference on data analysis chapter when this is up

[kbjarkefur]

Ch3: Research design / randomization

• Data maps - how to map the data needs and tracks unit of obs, idvar etc.

[Avnish95]

Ch5: Data processing

• Tidy data
• Data Integration
  • merging (stata coding practices) --> material from RA onboarding
• Construction
  • dealing with outliers: material from RA onboarding

[mariaruth]

Possible checklists to add:

• checklist to think through data ownership when collecting data (from paragraph 3 or subsection "Data Ownership"
• checklist to think through data licensing agreements? (May not be necessary since there's already a template)

[mariaruth]

Ch4: acquiring data

• add page on Data ownership. figure out way to link to data licensing agreement template. https://worldbankgroup.sharepoint.com/teams/ddh/SiteAssets/SitePages/ddh/DataLicenseAgreementTemplate_v4.pdf?cid=68a54269-bbff-4b47-846d-cab248ad7de1
• HFCs: the data quality assurance plan on the wiki is very survey-focused. that will need to be reframed since we are trying to keep this section general (rather than limiting to surveys).
• i added the wiki link for audio audits but that page needs content (it's basically blank)

[luizaandrade]

• Stata graph schemes in stata coding practices (06f9055)

[Avnish95]

• Data Acquisition

[Avnish95]

• Study Registration @bbdaniels
• Registered Reports @bbdaniels
• Research Documentation @luizaandrade
• Data Storage @kbjarkefur
• Data Release @luizaandrade
• Project ID - material shared by Kris @kbjarkefur
  -[ ] https://www.povertyactionlab.org/resource/data-security-procedures-researchers
  -[ ] Ch5&6 ch3 harmonization #507 (comment)
• Variable Names - @luizaandrade
  • https://medium.com/better-programming/useful-tips-for-naming-your-variables-8139cc8d44b5
  • https://medium.com/@janschenk/variable-names-in-survey-research-a18429d2d4d8 This is another resource that was in the book earlier before we moved it out to replace with a Wiki link.
• Admin Data @mariaruth
  • DIME Case study in admin data handbook should have lots of useful content --> Legovini, Arianna, and Maria Ruth Jones. 2020. “Administrative Data in Research at the World Bank: The Case of Development Impact Evaluation (DIME).” In: Cole, Dhaliwal, Sautmann, and Vilhuber (eds), Handbook on Using Administrative Data for Research and Evidence-based Policy. Accessed at https://admindatahandbook.mit.edu/book/v1.0-rc6/dime.html on 2021-01-27.
  • the technical chapters earlier in the handbook should also have general information and linked resources
• Variable Construction @luizaandrade
  • Construction session from RA onboarding: https://osf.io/k4tr6/
  • Move section on outliers from data cleaning
• iekdensity @luizaandrade: the help file for the command has all the relevant information. The pages for other commands from ietoolkit can be used as a basis. I also suggest running some of the example codes at the end of the help file to create graphs that can be added to the article.
• ietoolkit: copy content section from https://worldbank.github.io/ietoolkit/ @luizaandrade
• Data Ownership - Ch.4 DRiP
• Data Licensing Agreement @mariaruth
  • the admin data handbook has a bunch of information on data licensing
  • ch4 in DRiP has basic info
• Random Audio Audits - @roshni13khincha
  • https://docs.surveycto.com/02-designing-forms/01-core-concepts/03ze.field-types-audio-audit.html
  • https://www.surveycto.com/blog/audio-audits-best-practices/
  • https://medium.com/idinsight-blog/how-to-ensure-productivity-and-data-quality-for-a-phone-survey-at-scale-17fefb1a1bc
• High Frequency Checks
  • https://docs.google.com/document/d/1VW9ckJTabayzHcJwf1s9mg8MBmWd9wFaHEPdHmBbnps/edit
• Randomization
  • https://www.povertyactionlab.org/resource/randomization
  • MSIE Slides
• Dynamic Documents
  • https://bookdown.org/yihui/rmarkdown/
  • https://www.rstudio.com/wp-content/uploads/2015/02/rmarkdown-cheatsheet.pdf
  • https://rmarkdown.rstudio.com/lesson-1.html

[mariaruth]

• Data Acquisition

@Avnish95 not sure what the idea for this page was. topic goes under ch4, but i don't think an umbrella page would be useful.