united nations regional seminar on census data archiving for africa, addis ababa, ethiopia, 20-23...
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United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Country Practices on Census Data Archiving and Use of Census Micro-data:
Results of Pre-seminar Questionnaire
Session 2
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Objectives
To better understand national practices on census data archiving
To examine the regional practices on census data archiving and identify the challenges
Responses by 21 countries Algeria, Botswana, Burkina Faso, Burundi, Cape Verde, Chad, Egypt, Ethiopia, Gambia, Ghana, Kenya, Liberia, Malawi, Mali, Morocco, Rwanda, Senegal, Seychelles, Togo, Uganda, Zambia
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Content of the Questionnaire
17 questions covering
A. Archiving paper census questionnaireB. Digital Archiving of Census Micro-data
• Archiving strategy and management• Technological tools for archiving and system security• Documentation• Confidentiality and anonymization• Dissemination of census micro-data• Challenges
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Findings
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Archiving paper census questionnaire
14 countries have a law/regulation for storing paper census questionnaire
Algeria, Cape Verde, Egypt, Ethiopia, Gambia, Ghana, Kenya, Liberia, Mali, Morocco, Senegal, Rwanda, Uganda, Zambia
Paper census questionnaires are stored up to; 5+ years (Uganda) 10 years (Gambia, Kenya, Rwanda, Zambia) 20 years (Ghana) Until the next census (Ethiopia)
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Digital Archiving of Census Micro-data
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Archiving Strategy – Management
7 Countries have a law/regulation for archiving of census micro-data
The Law …. Mandates to document and archive data and
other documents at all levels with a view of making statistical information (Ghana)
Instructs to send the clean data with a complete documentation to the Information Systems Technology for archiving (Ethiopia)
Mandates to document all censuses (Liberia)
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
System for archiving
16 countries have developed a system for archiving
3 countries have not developed a system
but have a plan for archiving 16 countries have a unit responsible for
archiving in the NSO
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
System for archiving
Many countries developed the system for archiving fairly recently
The system was established; Before 2000: Gambia 2000: Burundi 2005: Ethiopia 2007: Mali, Senegal, Uganda 2008: Ghana 2009: Burkina Faso, Malawi, Morocco, Zambia 2010: Cape Verde, Liberia, Rwanda
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Technological tools for archiving and system security
Tools used or plans to use for archiving
International Household Survey Network Toolkit (IHSN) (17 countries)
Redatam-based IMIS (10 countries)
CSPro (9 countries)
A system developed in house (3 countries)
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Technological tools for archiving and system security
Procedures to ensure long term usability of census micro-data Back up data regularly and store data in different
location (18 countries) Migrate data periodically (8 countries) Refresh media periodically (7 countries)
Develop a disaster recovery plan Three databases are stored in different location, one in
different organization (Kenya) Inviolable DataCenter (Cape Verde) Keeping backup in different place (Ethiopia)
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Technological tools for archiving and system security
Security measures to ensure protection of archived data
Servers set aside for storage of census micro-data only and are kept in secure rooms (Kenya)
Few authorized persons have rights of access to servers where the archived data (Egypt, Ethiopia, Gambia, Kenya, Malawi, Senegal, Seychelles, Zambia)
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Documentation
All countries which have a system of archiving use a standard tool for documentation, except Algeria.
Tools being used: IHSN metadata toolkit, Data Documentation Initiative (DDI)
IMIS and Toolkit
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Documentation
Information documented in archives
■ Variables/definitions (18 countries) ■ Census methodology (16 countries) ■ Data processing procedures (14 countries) ■ Structure and formatting of the dataset (13 countries)■ Coding instructions and classifications (13 countries) ■ Sampling methodology and weighting (13 countries)■ Confidentiality and anonymization procedures (11
countries)■ Evaluation of data quality (9 countries)
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Confidentiality and Anonymization
16 countries have the statistical law which includes clause(s) to ensure confidentiality of census micro-data
Procedures to anonymize census micro-data Names and address of persons are not entered during data
capture (Gambia, Rwanda, Togo) Removal of identifiers, aggregation of categories, hiding
extreme values (Kenya) Removing the unique identifiers (household number,
village/place) (Egypt, Malawi, Senegal, Seychelles, Uganda) No storage of names in files, reorganize and recode
variables to make broader groups (Burkina Faso)
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Dissemination of census micro-data
History of census data archiving
Census Round Number of countries conducted census
Percentage of countries archived micro-data
2010 14 79%
2000 15 87%
1990 12 67%
1980 13 38%
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Dissemination of census micro-data
Most countries provide access to the archived census micro-data, except Algeria and Uganda
Procedures to access micro-data Intranet authorized access (Burundi) Access is allowed locally through the Lab (Cape Verde) A signed agreement with users, to permit trusted users to
access semi-anonymised data files (Gambia) A signed agreement with users (Ghana) Written request to the LISGIS (Liberia) Formal request of data (Malawi, Mali, Seychelles, Togo) Accessing micro-data through the National Data Archive
(Senegal, Zambia)
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Dissemination of census micro-data
9 countries disseminate samples of census micro-data Burkina Faso (10%) Ethiopia (1%) Gambia Ghana (1%) Liberia Malawi (10%) Senegal (10%) Uganda (10%) Zambia
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Challenges
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Challenges in Census Data Archiving
Lack of specific laws/regulations/policies for archiving
Determining anonymisation and dissemination procedures Absence of disaster recovery plan Sustainability of archiving process No general guidelines for choosing a suitable platform to
archive census data
Lack of adequate and skilled manpower Limited funds
United Nations Regional Seminar on Census Data Archiving for Africa, Addis Ababa, Ethiopia, 20-23 September 2011
Challenges in Census Data Archiving
Absence of a secure and permanent storage facility Unavailability of census documents (questionnaire,
manuals, codebooks) Lost of data in original census databases Lack of consistent or harmonized definitions, categories,
classifications of variables among different censuses Lack of mechanism to cross check the quality of micro-
data