In 1991 the International Institute for Educational Planning (IIEP) and a number of Ministries of Education in Southern and Eastern Africa began to work together in order to address training and research needs in Education. The focus for this work was on establishing long-term strategies for building the capacity of educational planners to monitor and evaluate the quality of their basic education systems. The SACMEQ educational policy research projects were designed to provide detailed information that could be used to guide planning decisions aimed at improving the quality of education in primary school systems.
During 1995-1998 seven Ministries of Education participated in the SACMEQ I Project. The SACMEQ II Project commenced in 1998 and the surveys of schools, involving 14 Ministries of Education, took place between 2000 and 2004. The SACMEQ III Project was conducted in between 2005 and 2010 and involved 15 member countries: Botswana, Kenya, Lesotho, Malawi, Mauritius, Mozambique, Namibia, Seychelles, South Africa, Swaziland, Tanzania (Mainland), Tanzania, (Zanzibar), Uganda, Zambia, and Zimbabwe. The actual data collection took place in 2007. A unique feature of the SACMEQ III research project was the inclusion of the HIV and AIDS knowledge test (HAKT) for Grade 6 learners and their teachers. The SACMEQ III project also represents a major increase in the scale and complexity of SACMEQ’s research and training programmes.
Kind of Data
Sample survey data [ssd]
Unit of Analysis
Units of analysis in the survey included schools and individuals
v1: Edited, anonymised data for licensed distribution
Data was collected on pupils’ home backgrounds and their school life; classrooms, teaching practices, teachers' working conditions, and teacher housing; enrolments, school buildings and facilities, and school management.
The surveys had national coverage of the countries participating in the project, including Botswana, Kenya, Lesotho, Malawi, Mauritius, Mozambique, Namibia, Seychelles, South Africa, Swaziland, Tanzania (including Zanzibar), Uganda, Zambia.
The lowest level of geographic aggregation covered by the data is province, and in some cases, metropolitan area.
All learners at Grade 6 level in 2007 (at the first week of the eighth month of the school year) who were attending registered mainstream (primary) schools.
Producers and sponsors
Southern and Eastern Africa Consortium for Monitoring Educational Quality
United Nations Educational, Scientific and Cultural Organization
Ministries of Education
A statified two-stage sampling design was employed. In the first stage schools in the defined target population were sampled on a probability-proportional-to-size (PPS) basis from sampling frames that individual countries submitted to the SACMEQ Coordinating Centre. The PPS sampling technique meant that relatively large schools had a higher probability of being selected than smaller schools. In the second stage of sampling learners were sampled from all the Grade 6 classes in each of the sampled schools using computer-generated random numbers. Twenty five (25) learners (minimum cluster size) were sampled where the total number of all enrolled Grade 6 learners at the time of data collection was greater than 25. Where the number of Grade 6 learners was 25 or less than 25 in a school, all the Grade 6 learners were included in the sample.
For a detailed account of how the sampling of schools and learners was carried out, including the software that was used, in the SACMEQ III project the reader may refer to Ross and Saito (in press).
Dates of Data Collection
Data Collection Mode
SACMEQ Director, International Institute for Educational Planning
University of Cape Town
TERMS AND CONDITIONS FOR USE OF THE SACMEQ DATA ARCHIVE
The Southern and Eastern Africa Consortium for Monitoring Educational Quality (SACMEQ) Co-ordinating Centre (SCC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops>) has produced a data archive containing all information collected for SACMEQ's first three educational policy research projects (SACMEQ I, SACMEQ II, and SACMEQ III). This archive is now available online on the SACMEQ website so as to give bona fide researchers and students online access to SACMEQ data and documents.
The SACMEQ data sets have been developed at great cost and with the application of stringent quality controls. It is being made available to eligible users because it has a great potential to contribute to educational policy development beyond what has already been achieved in this respect through the reports written by the National Research Co-ordinators (NRC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops>s) and Deputy National Research Coordinators (NRC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops>s). It is expected that many researchers and students will wish to use the Data Archive for research, publications, and/or training purposes.
The Terms and Conditions serve two purposes. Firstly, they provide interested applicants with guidelines on how to access this valuable information resource. Secondly, they are intended to safeguard against the danger of users being unaware of the complexities of the data collection process and consequently arriving at misinterpretations that could lead to incorrect conclusions.
2.0 How can the user gain such access?
In order to obtain SACMEQ Data Archive for any of the SACMEQ school systems, the applicant should follow these steps:
2.1 Read and Agree to these "Terms and Conditions for the Use of the SACMEQ Data Archive."
2.2 Complete an online application form.
3.0 What rules govern the use of the SACMEQ data archive?
3.1 The Data Archive is the outcome of expensive and time-consuming activities of the staff of the represented Ministries of Education spread over many years. For this reason, the SACMEQ Ministries of Education described in the Data Archive should:
3.1.1 be notified by the SACMEQ SCC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops> of any request for data;
3.1.2 have an opportunity to review reports based on the data archive so as to correct any gross errors before they are published; and
3.1.3 satisfy themselves that the data have been used in such a manner that they contribute positively to the development of relevant education policies in relevant SACMEQ member countries.
3.2 It is the National Research Coordinators (NRC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops>s) and Deputy National Research
Coordinators (DNRCs) who have spearheaded the collection and compilation of SACMEQ data. In acknowledgment of their efforts, the applicant(s) will be required to invite the relevant country's National Research Coordinator to participate in the study associated with the use of the data. Where an individual other than the NRC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops> or DNRC is co-opted, the relevant NRC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops> and DNRC shall be given the first right of refusal.
3.3 This provision does not apply in situations where the SACMEQ Data Archive is used purely for purposes of individual academic research by a student, and where the results are not intended for publication.
3.4 All relevant NRC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops>s and DNRCs will be informed by the SCC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops> about the recipients of the Data Archive.
3.5 SACMEQ provides the SACMEQ Data Archive to applicants on the basis of the intended use stated in the application. The applicant, therefore, should not use the data for any purpose other than the one stated in the application. Should the applicant(s) wish to use the data for a purpose other than that stated in the agreement, then he/she/they must first secure the written approval of SACMEQ before he/she/they proceed to do so.
3.6 SACMEQ data are provided for the sole and exclusive use of the applicant specified in the agreement. The successful applicant should, therefore, not share the SACMEQ Data Archive with, or pass it on to, any other unauthorized person(s).
3.7 The authorized user shall take responsibility for the safe custody of the SACMEQ Data Archive and also take reasonable steps to ensure that no unauthorized persons gain access to it.
3.8 The authorized user shall give due credit to SACMEQ for providing the Data Archive by providing written acknowledgement of this in any publication emanating from their use.
3.9 As the Data Archive remains the property of the SACMEQ, no other person(s), including the successful applicants or the member Ministry, shall re-distribute or offer for sale the SACMEQ Data Archive.
3.10 All reports based on the SACMEQ Data Archive have to secure the written approval of the SCC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops> prior to the publication in order to confirm compliance to our terms and conditions, and also to ensure that there is no misunderstanding or misinterpretation of the data.
3.11 Once authorization has been granted to access the archive, you will see a link on the website which will take you to the Data Archive.
3.12 All relevant NRC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops>s will be informed by the SCC <http://www.sacmeq.org/_legal/accept_new?destination=training-workshops> about the recipients of the SACMEQ Data Archive.
3.13 Full acknowledgement of the source of the data (including reference to the SACMEQ Data Archive) must be given whenever the data are used.
3.14 A copy of any published article or report based on the SACMEQ Data Archive must be provided free of charge to (a) the SACMEQ Co-ordinating Centre, and (b) the Ministry(ies) of Education from whose data the report has been generated.
Southern and Eastern Africa Consortium for Monitoring Educational Quality. SACMEQ II Project 2005-2010 [dataset]. Version 1. Harare: SACMEQ [producer], 2012. Paris: International Institute for Educational Planning, UNESCO [distributor], 2012.
Disclaimer and copyrights
The user of the data acknowledges that the original collector of the data, the authorized distributor of the data, and the relevant funding agency bear no responsibility for use of the data or for interpretations or inferences based upon such uses.
Copyright, Southern and Eastern Africa Consortium for Monitoring Educational Policy