Malawi2017-JW

[robin-wang]

WORKFLOW DOC

{FOR REVIEWERS}

• [x] They can run the code smoothly on the reviewer's end, where the microdata could be generated without error
• [x] Review and validate the quality checking output

{FOR CODERS} A. General Procedural Steps

• [x] Rebase current branch based on Master, ensure your branch is the latest. Tutorial: Rebasing your project branch onto another branch https://docs.github.com/en/desktop/contributing-and-collaborating-using-github-desktop/syncing-your-branch#rebasing-your-project-branch-onto-another-branch

• [x] Run script without error

• [x] Pass internal quality checking (the embedded quality check result: successfully produced value for the indicators and check if there're flags that the indicator value produced is too off from the published data)

• [x] Document as comments any notable changes/caveats (if any)

• [x] When Fully Completed Survey Edits, proceed to record hours worked: https://forms.gle/tLh7fxCMMsLobGHA6

B. Checklist and Guidance

• [x] ANC

  • Skill providers【doctor/clinical officer, nurse/midwif, patient attendant, HSA】
  • Checked in the regular express section in Programs
  • Tetanus Injection【not available】
  • Number of Injection Before/During Pregnancy
  • Recall period for last injection
  • Relevant data comes other sections
  • Blood Pressure / Blood Sample / Urine Sample【not available】
  • Samples (m42c/d/e) are sub-questions for "receive antenatal care" in questionnaire or not

• [x] Delivery Care【not available】

  • c_facdel / delivery institutions / c_hospdel / delivery institutions
  • Consistent with the regular expression section in Programs
  • c_skin2skin
  • Check if available; if, then note which variable
  • m15 skip condition
  • Usually delivery location is a filter question for c_caesarean(m17) / stay(m61) / mother or child PNC; is it m15, if not which one, and list the conditions used for m15 if pattern is peculiar (normally (m15 = 11, 12 etc))

• [x] PNC【not available】

  • child pnc
  • See if child pnc is only avaliable when (m15=11,12,96) or (m15!=11,12,96)
  • Check if Child PNC is designed to be from full sample, i.e not a subquestion within fertility section. If a subquestion, don't generate c_pnc_any and c_pnc_eff

• [x] Child Vaccination (search receive/month in birth.dta. if unknown vaccine pops up, search definition in DHS report) 【not available】

  • BCG
  • DTP/DPT, DTaP, DTwP or pentavalent 1-3 against diphtheria, tetanus and pertussis
  • Polio 1-3 (IPV, OPV)
  • Measles/MMR
  • Other vaccines, if any,

• [x] Child Illness

  • 20210510 For Providers, focus on the skilled providers rather than all
  • Diarrhea treatment provider
  • Check provider list being consistent with existing list (if not make changes in program)
  • Fever/Ari1/Ari2 treatment provider
  • Provider list being consistent with existing list
  • Fever/Fever Treatment/Cough/Cough Treatment from Full Sample
  • c_diarrhea_med, medicine and formal meds to treat are survey-specific. 20210510 focus on special medicines
  • c_diarrhea_medfor, medicine and formal meds to treat are survey-specific. 20210510 focus on special medicines
  • Validate c_ari can be generated or not

• [x] Child Mortality

  • General Observations

• [x] Sleeping Under Bednet

  • Adhere to program's logic, but please list any specific bednet related observations (tricky cases for presumed treated or the like)

• [x] Child Anthropometrics【not available】

  • General Observations (No need to generate "Wasting")

• [x] Reproductive Health【not available】

  • Contraceptive, check modern methods
  • In Need - most updated version of logics in program (temporarily no actions needed)

• [x] Female Anthropometrics and Cancer Screening【not available】

  • Mammogram (X-ray, mamm...)
  • Pap Smear (Cervical vaginal cytology)
  • Note recall indicators for Mamm or Pap Smear (for example, s1012n used as filter for s1012m)

• [x] Hospitalisation, NCD & HIV【not available】

  • Hospitalisation, general observations

  • Hypertension treatment , blood pressure measure in the past or during the survey, for example check hm.dta/ind.dta/men.dta (generate a_bp_treat a_bp_sys a_bp_dial a_bp_meas a_hi_bp140 a_hi_bp140_or_on_med from ind.dta & men.dta by combining them)

  • Note from WB team for reference: "don't worry if you cannot find men.dta, not all surveys have it. if it is collected from ind.dta and men.dta seperately (some survey have female & male questionnarie, collecting these data seperately), you will need to combine these 2 dataset, generating these indicators and merge them back to hm.dta. If only from ind.dta or men.dta, i.e. only for female or male, don't generate these variables. If a new/survey-specific datafile occurs, it is highly likely that it contains info. for 13.do. "

  • Diabetes treatment/measure in the past (for example, a_diab_treat)

  • HIV, general observations

  • HIV questionnaire might exsit in Section 4 of "HEALTH ISSUES QUESTIONNAIRE". If they don't ask hiv test results, they are not helpful. but please document these observations.

• [x] Cross-validate statistics in survey report, if applicable.

• [x] Reference the NAME-SURVEY branch when your edits are finalised.

  • Refer to the github working branch created for [Name-SurveyName]

• [x] Update micro data in Onedrive

• [x] Examine Quality Checking Output Files

  • [x] Successfully produced the indicators
  • [x] Check if there's a flag that the indicator value produced is too off from the published data

[jianingwwww]

This is the quality control result of Malawi2017. Micro data uploaded. No code changes required.

[robin-wang]

Confirmed.