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Session: Maintaining Data Quality During Fieldwork in International CAPI
Surveys
Challenges of Random Probability Sampling in Africa
Virginia Nkwanzi - Isingoma
Director
Ipsos Sub-Sahara Africa
Saturday, 14 May 2016
Contents
03 Africa, its people and influences
8 Challenges of Sampling
16 Experiences and success stories
Picture
AFRICA, ITS PEOPLE
AND INFLUENCES
4 © 2015 Ipsos.
54 Diverse countries influenced by:
Christianity
Islam
Traditional beliefs
Capitalism
Socialism
Britain
France
Germany
Belgium
Portugal
Netherlands
Travel
Internet
Tribes
Traditional
beliefs
Industrialization
Access to Western
culture
Invasion by the East
(China) and West
(America and Europe)
How do we go about Random probability sampling in Africa
Establish the basis for sampling
• National Statistics data – difference reference sources
• Use of Maps
Choice of random method to use – Random Walk or listing
Creation of sampling frame
• Listing of household
• Listing of businesses
Translate all tools in the as many languages as required
Recruit enumerators based on language and culture
Pretest - tools in all languages
Water tight quality control systems
JUST OUTLINED THEM NEED
FORMATING
6 © 2015 Ipsos.
Key considerations for random sampling in Africa
Most countries in Africa
have come out or are in
in war and conflict
situations.
Displaced and moving
population
No go zones lead to
replacements – affects
national coverage
Limited demographics
data sources, old census
data
Poor maps
Lack of incidence data,
market data, etc.
Over 60% of countries in
Africa have poor road
networks especially in
rural areas
Heavy rains cause
flooding and make roads
impassable
Reaching remote places
is near to impossible
High cost of fieldwork
Interruptions during
interviewing
Respondents will want
to seek opinion of
others
WAR AND CONFLICT
SITUATIONS
DISEASE AND EPIDEMICS NATURAL CALAMITIES CLOSE KNIT SOCIETY
7 © 2015 Ipsos.
Key considerations for random sampling in Africa
Thousands of local
languages + English,
French, Portuguese
More than 3,000
unique ethnic
groupings
Adult literacy average
33.3%
Limited demographics
data sources, old census
data
Poor maps
Lack of incidence data,
market data, etc.
Over 60% of population
living in rural areas
impacts on resources,
project timings and costs
Travel time – long flights
and local traffic jams
Visa processing
difficulties
No identifiers for
households
Facilities need careful
vetting to ensure
compliance with global
standards
Internet and
communications can be
problematic
LANGUAGE / CULTURAL
BARRIERS
DATA VACUUM LOGISTICS
POORLY DEFINED SETTLEMENTS
AND
INFRASTRUCTURE
EXPERIENCES AND
SUCCESS STORIES
8 © 2015 Ipsos.
9 © 2015 Ipsos.
Overcoming the challenges…………..
Strong relationships
with statistics houses
Establish contacts and
understand protocols
Formalize relationships –
agreements
Involve them in the surveys
Robust operations
structure
Regional teams that
understand culture and
language
Central project control and
monitoring
Independent quality control
systems
Use of technology
Electronic data collection
using mobile phones
GPS coordinates for all
Clusters and EAs
10 © 2015 Ipsos.
Success stories
Management of Large
National Surveys
Over 20,000 interviews per day across
Africa
Over 400 enumerators in each of our
offices in Africa
Over 100 projects per month across
Africa
Fast Adoption of
technology
90% of surveys managed on CAPI
Central monitoring of data through
the situation room
Adoption of CAPI with our research
partners in Africa
Strong network of
partners
Established survey teams in hard
to reach countries
Over 30 partnerships with
research Suppliers
Training and knowledge building
for research suppliers

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2016 aapor presentation virginia

  • 1. Session: Maintaining Data Quality During Fieldwork in International CAPI Surveys Challenges of Random Probability Sampling in Africa Virginia Nkwanzi - Isingoma Director Ipsos Sub-Sahara Africa Saturday, 14 May 2016
  • 2. Contents 03 Africa, its people and influences 8 Challenges of Sampling 16 Experiences and success stories Picture
  • 4. 4 © 2015 Ipsos. 54 Diverse countries influenced by: Christianity Islam Traditional beliefs Capitalism Socialism Britain France Germany Belgium Portugal Netherlands Travel Internet Tribes Traditional beliefs Industrialization Access to Western culture Invasion by the East (China) and West (America and Europe)
  • 5. How do we go about Random probability sampling in Africa Establish the basis for sampling • National Statistics data – difference reference sources • Use of Maps Choice of random method to use – Random Walk or listing Creation of sampling frame • Listing of household • Listing of businesses Translate all tools in the as many languages as required Recruit enumerators based on language and culture Pretest - tools in all languages Water tight quality control systems JUST OUTLINED THEM NEED FORMATING
  • 6. 6 © 2015 Ipsos. Key considerations for random sampling in Africa Most countries in Africa have come out or are in in war and conflict situations. Displaced and moving population No go zones lead to replacements – affects national coverage Limited demographics data sources, old census data Poor maps Lack of incidence data, market data, etc. Over 60% of countries in Africa have poor road networks especially in rural areas Heavy rains cause flooding and make roads impassable Reaching remote places is near to impossible High cost of fieldwork Interruptions during interviewing Respondents will want to seek opinion of others WAR AND CONFLICT SITUATIONS DISEASE AND EPIDEMICS NATURAL CALAMITIES CLOSE KNIT SOCIETY
  • 7. 7 © 2015 Ipsos. Key considerations for random sampling in Africa Thousands of local languages + English, French, Portuguese More than 3,000 unique ethnic groupings Adult literacy average 33.3% Limited demographics data sources, old census data Poor maps Lack of incidence data, market data, etc. Over 60% of population living in rural areas impacts on resources, project timings and costs Travel time – long flights and local traffic jams Visa processing difficulties No identifiers for households Facilities need careful vetting to ensure compliance with global standards Internet and communications can be problematic LANGUAGE / CULTURAL BARRIERS DATA VACUUM LOGISTICS POORLY DEFINED SETTLEMENTS AND INFRASTRUCTURE
  • 9. 9 © 2015 Ipsos. Overcoming the challenges………….. Strong relationships with statistics houses Establish contacts and understand protocols Formalize relationships – agreements Involve them in the surveys Robust operations structure Regional teams that understand culture and language Central project control and monitoring Independent quality control systems Use of technology Electronic data collection using mobile phones GPS coordinates for all Clusters and EAs
  • 10. 10 © 2015 Ipsos. Success stories Management of Large National Surveys Over 20,000 interviews per day across Africa Over 400 enumerators in each of our offices in Africa Over 100 projects per month across Africa Fast Adoption of technology 90% of surveys managed on CAPI Central monitoring of data through the situation room Adoption of CAPI with our research partners in Africa Strong network of partners Established survey teams in hard to reach countries Over 30 partnerships with research Suppliers Training and knowledge building for research suppliers