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MICS TABULATOR DATA HARMONIZATION
2nd Meeting of the Regional Steering Group on Population and Social Statistics17-19 July 2019, UNESCAP, Bangkok
MICS Tabulator Project Overview
• Web-Based Data Aggregation and Tabulation System
• Fast, easy, in-depth, comparative research across time and countries
MICS Tabulator
• real time analysis of the harmonizeddata without downloading
• meet the needs of wide range of users through
✓facilitating quick analysis and graphical presentation
✓integration of self-written codes for advanced users
Concept of operation
Development team
• Overseeing project development, defining indicator definitions, providing relevant documentation and preparing necessary programs to facilitate easy tabulation
UNICEF MICS team
• Building complex web – based tabulator system
Software developer
• Harmonizing MICS datasetsIPUMS team
UNICEF MICS team
• Coordination of all project development activities
• Documentation and verification of MICS Tabulator materials and produced results
• Translation of all MICS standard programs
• Moving away from SPSS
• Developing modules in R and Python for easier integration into MICS Tabulator
Software development
Scoping exercise finalized (main
architecture defined)
Business case approved by supply
division and ICT section
Potential software development
companies researched
IPUMS(Integrated Public Use Microdata Series)
• Institute for Social Research and Data Innovation at the University of Minnesota
• more than two decades of experience with data harmonization and archival projects
IPUMS Data Processing Unique systematic approach to harmonization
Translation
Data formatting
Data dictionaries
Questionnaires
Harmonize codes
Variable descriptions
Harmonize geography
Web documentation
Pre-processing Standardization Integration
Harmonization: Women’s Education
Code Label
Burkina Faso
2006
Jamaica
2005
Mongolia
2013
Algeria
2012
10 Less than primary 1= None 1= None 1 = None 0 = None
10 " 1 = Preschool
20 Primary 2 = Primary 2 = Primary 2 = Primary 2 = Primary
30Secondary or higher 3 = Secondary +
31 Secondary 3 = Secondary 4 = Upper secondary 4 = Secondary
32 Higher/university 4 = Higher 6 = College, university 5 = Higher
40Other or non-standard
4 = Non-standard 5 = Non-standard
41 Koranic or Madrasa
99 Missing
9 = Missing
9 = Missing/DK 9 = Missing
Variable Description: LiteracyData documentation
more than 190 variables from MICS 3, 4, 5, 6
Partnership agreement with IPUMS
Phase 1
BACKGROUND VARIABLES (AGE, SEX, EDUCATION, etc. ) WATER AND SANITATIONBIRTH REGISTRATIONEARLY CHILDHOOD DEVELOPMENTCHILD DISCIPLINE CHILD FUNCTIONINGBREASTFEEDING AND DIETARY INTAKE IMMUNISATION MASS MEDIA AND ICTFERTILITY
New variables/ topical areas will be harmonized
Focus will be on MICS3 and onwards
Partnership agreement with IPUMS
Phase 2
MICS- IPUMS
•Web page
•Downloadable harmonized variables with metadata
THANK YOU.