Indicator name: Battle Deaths (Civilian and Combatants)Indicator name at source (if different): Battle-Related Deaths (Best Estimate); Non-State Conflict (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: Battle Deaths and Non-State ConflictPublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmIndicator definition:
An expert assessment of the number of battle deaths resulting from war, minor conflict and non-state violence, based on verifiable data. Although targets may often be the military and its installations or state institutions and representatives, there is often substantial collateral damage such as civilians being killed in crossfire or indiscriminate bombings. All deaths - military as well as civilian - incurred in such situations, are counted as battle-related deaths.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20Battle-related%20deaths%20dataset%20codebook%20v5%202009.pdfand
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20Non-state%20conflict%20Dataset%20Codebook%20v2.1.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of battle deaths, figures for ‘battle deaths’ in war and minor conflict and ‘non-state violence’ were added together. The raw data were then transformed using the total country population, to calculate the number of battle deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 49.1, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to the 2007/08 in the IIAG.
Data for 2000/2001 has not been used as per advice from the source.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Civilian Deaths from Civilian-Targeted Violence
Indicator name: Civilian Deaths from Civilian-Targeted ViolenceIndicator name at source (if different): One-Sided Violence (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: One-Sided ViolencePublication years used in the Ibrahim Index for African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmDefinition of the indicator:
An expert assessment of the number of civilian deaths that occur from the use of armed force by the government of a state or by a formally organised group, targeted specifically at civilians and which results in at least 25 deaths in a year. Extrajudicial killings in custody are excluded.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20One-sided%20violence%20Dataset%20Codebook%20v1.3.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of civilian deaths were transformed using the total country population to calculate the number of civilian deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 0.8, with a low score being best and a high score being worst. To produce the IIAG score the raw data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Refugees from the Country
Indicator name: Refugees from the CountryIndicator name at source (if different): RefugeesData provider: United Nations High Commission for Refugees (UNHCR) Data source:UNHCR Statistical Online Population DatabasePublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website: http://www.unhcr.org/pages/4a013eb06.html
Indicator definition:
Official data measuring the number of refugees originating from a country based on data from governmental agencies, UN Refugee Agency (UNHCR) offices and non-governmental organisations.
For details of the methodology, please see technical notes and:
http://www.unhcr.org/45c06c662.htmlTechnical notes:
Estimates of absolute numbers of refugees were transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0.1 to 3284.9, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UNHCR statistical online population database reflects figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were “fixed” for outliers in the IIAG. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Internally Displaced Persons
Indicator name: Internally Displaced PersonsData provider: Internal Displacement Monitoring Centre (IDMC); U.S. Committee for Refugees and Immigrants (USCRI)Data source: ‘Internal displacement: A Global Overview of Trends and Development’ (IDMC); Country Specific Internally Displaced Profile Reports (IDMC); World Refugee Survey (USCRI)Publication years used in the Ibrahim Index of African Governance (IIAG):IDMC ‘Internal Displacement: A Global Overview of Trends and Development’ (2003-2008)IDMC ‘Country Specific Internally Displaced Profile Reports’ (2001-2008)USCRI ‘World Refugee Survey’ (2002-2004)
Websites:
http://www.internal-displacement.org/and
http://www.refugees.org/article.aspx?id=2324&subm=179&area=About%20RefugeesIndicator definition:
Official data estimating the absolute numbers of internally displaced persons (IDPs), including those displaced within and outside camps.
For details of the methodology, please see technical notes and:
http://www.internal-displacement.org/idpand
http://www.refugees.org/FTP/WRS09PDFS/RefuandAsylumseek.pdfTechnical notes:
Data were collected on the basis of a calendar year.
If there was more than one estimate of IDP numbers in a calendar year then the later estimate was used.
If the only estimate available was a range, the figure used was the average of the two figures given.
USCRI data were used if no figure or range was available from IDMC reports.
An ‘..’ value means that IDMC or USCRI reported internally displaced persons in that country for that year, but a reliable estimate was not available.
Absolute estimates of internally displaced persons were then transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 5,600.05, with a low score being best, and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in IDMC reports reflect figures from that same year. The USCRI ‘World Refugee Survey’ publication reflects data for the previous year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
International Tensions
Indicator name: International TensionsIndicator name at source (if different): Presence of Cross-Border Tensions that could lead to Conflict or SanctionsData provider: The Economist Intelligence Unit (EIU)Data source: Commissioned DataPublication years used in the Ibrahim Index of African Governance (IIAG): 2006-2008
Website:
http://www.eiu.com/Indicator definition:
An expert assessment of the potential threat to a country’s economic and political stability posed by the presence of international cross-border tensions which have the potential to lead to conflict or sanctions.
Technical notes:
This indicator’s raw data range from 0 to 100, with a low score being best and a high score being worst. To produce the IIAG score, the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the EIU-commissioned data reflect performance in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Data are not available for 2001-2005 and have been estimated using mean substitution and/or extrapolation.
Indicator name: Civilian Deaths from Civilian-Targeted ViolenceIndicator name at source (if different): One-Sided Violence (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: One-Sided ViolencePublication years used in the Ibrahim Index for African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmDefinition of the indicator:
An expert assessment of the number of civilian deaths that occur from the use of armed force by the government of a state or by a formally organised group, targeted specifically at civilians and which results in at least 25 deaths in a year. Extrajudicial killings in custody are excluded.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20One-sided%20violence%20Dataset%20Codebook%20v1.3.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of civilian deaths were transformed using the total country population to calculate the number of civilian deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 0.8, with a low score being best and a high score being worst. To produce the IIAG score the raw data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Refugees from the Country
Indicator name: Refugees from the CountryIndicator name at source (if different): RefugeesData provider: United Nations High Commission for Refugees (UNHCR) Data source:UNHCR Statistical Online Population DatabasePublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website: http://www.unhcr.org/pages/4a013eb06.html
Indicator definition:
Official data measuring the number of refugees originating from a country based on data from governmental agencies, UN Refugee Agency (UNHCR) offices and non-governmental organisations.
For details of the methodology, please see technical notes and:
http://www.unhcr.org/45c06c662.htmlTechnical notes:
Estimates of absolute numbers of refugees were transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0.1 to 3284.9, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UNHCR statistical online population database reflects figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were “fixed” for outliers in the IIAG. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Internally Displaced Persons
Indicator name: Internally Displaced PersonsData provider: Internal Displacement Monitoring Centre (IDMC); U.S. Committee for Refugees and Immigrants (USCRI)Data source: ‘Internal displacement: A Global Overview of Trends and Development’ (IDMC); Country Specific Internally Displaced Profile Reports (IDMC); World Refugee Survey (USCRI)Publication years used in the Ibrahim Index of African Governance (IIAG):IDMC ‘Internal Displacement: A Global Overview of Trends and Development’ (2003-2008)IDMC ‘Country Specific Internally Displaced Profile Reports’ (2001-2008)USCRI ‘World Refugee Survey’ (2002-2004)
Websites:
http://www.internal-displacement.org/and
http://www.refugees.org/article.aspx?id=2324&subm=179&area=About%20RefugeesIndicator definition:
Official data estimating the absolute numbers of internally displaced persons (IDPs), including those displaced within and outside camps.
For details of the methodology, please see technical notes and:
http://www.internal-displacement.org/idpand
http://www.refugees.org/FTP/WRS09PDFS/RefuandAsylumseek.pdfTechnical notes:
Data were collected on the basis of a calendar year.
If there was more than one estimate of IDP numbers in a calendar year then the later estimate was used.
If the only estimate available was a range, the figure used was the average of the two figures given.
USCRI data were used if no figure or range was available from IDMC reports.
An ‘..’ value means that IDMC or USCRI reported internally displaced persons in that country for that year, but a reliable estimate was not available.
Absolute estimates of internally displaced persons were then transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 5,600.05, with a low score being best, and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in IDMC reports reflect figures from that same year. The USCRI ‘World Refugee Survey’ publication reflects data for the previous year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
International Tensions
Indicator name: International TensionsIndicator name at source (if different): Presence of Cross-Border Tensions that could lead to Conflict or SanctionsData provider: The Economist Intelligence Unit (EIU)Data source: Commissioned DataPublication years used in the Ibrahim Index of African Governance (IIAG): 2006-2008
Website:
http://www.eiu.com/Indicator definition:
An expert assessment of the potential threat to a country’s economic and political stability posed by the presence of international cross-border tensions which have the potential to lead to conflict or sanctions.
Technical notes:
This indicator’s raw data range from 0 to 100, with a low score being best and a high score being worst. To produce the IIAG score, the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the EIU-commissioned data reflect performance in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Data are not available for 2001-2005 and have been estimated using mean substitution and/or extrapolation.
--------------------------
Battle deaths (civilian and combatants)
Indicator name: Battle Deaths (Civilian and Combatants)Indicator name at source (if different): Battle-Related Deaths (Best Estimate); Non-State Conflict (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: Battle Deaths and Non-State ConflictPublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmIndicator definition:
An expert assessment of the number of battle deaths resulting from war, minor conflict and non-state violence, based on verifiable data. Although targets may often be the military and its installations or state institutions and representatives, there is often substantial collateral damage such as civilians being killed in crossfire or indiscriminate bombings. All deaths - military as well as civilian - incurred in such situations, are counted as battle-related deaths.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20Battle-related%20deaths%20dataset%20codebook%20v5%202009.pdfand
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20Non-state%20conflict%20Dataset%20Codebook%20v2.1.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of battle deaths, figures for ‘battle deaths’ in war and minor conflict and ‘non-state violence’ were added together. The raw data were then transformed using the total country population, to calculate the number of battle deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 49.1, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to the 2007/08 in the IIAG.
Data for 2000/2001 has not been used as per advice from the source.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Civilian Deaths from Civilian-Targeted Violence
Indicator name: Civilian Deaths from Civilian-Targeted ViolenceIndicator name at source (if different): One-Sided Violence (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: One-Sided ViolencePublication years used in the Ibrahim Index for African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmDefinition of the indicator:
An expert assessment of the number of civilian deaths that occur from the use of armed force by the government of a state or by a formally organised group, targeted specifically at civilians and which results in at least 25 deaths in a year. Extrajudicial killings in custody are excluded.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20One-sided%20violence%20Dataset%20Codebook%20v1.3.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of civilian deaths were transformed using the total country population to calculate the number of civilian deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 0.8, with a low score being best and a high score being worst. To produce the IIAG score the raw data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Refugees from the Country
Indicator name: Refugees from the CountryIndicator name at source (if different): RefugeesData provider: United Nations High Commission for Refugees (UNHCR) Data source:UNHCR Statistical Online Population DatabasePublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website: http://www.unhcr.org/pages/4a013eb06.html
Indicator definition:
Official data measuring the number of refugees originating from a country based on data from governmental agencies, UN Refugee Agency (UNHCR) offices and non-governmental organisations.
For details of the methodology, please see technical notes and:
http://www.unhcr.org/45c06c662.htmlTechnical notes:
Estimates of absolute numbers of refugees were transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0.1 to 3284.9, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UNHCR statistical online population database reflects figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were “fixed” for outliers in the IIAG. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Internally Displaced Persons
Indicator name: Internally Displaced PersonsData provider: Internal Displacement Monitoring Centre (IDMC); U.S. Committee for Refugees and Immigrants (USCRI)Data source: ‘Internal displacement: A Global Overview of Trends and Development’ (IDMC); Country Specific Internally Displaced Profile Reports (IDMC); World Refugee Survey (USCRI)Publication years used in the Ibrahim Index of African Governance (IIAG):IDMC ‘Internal Displacement: A Global Overview of Trends and Development’ (2003-2008)IDMC ‘Country Specific Internally Displaced Profile Reports’ (2001-2008)USCRI ‘World Refugee Survey’ (2002-2004)
Websites:
http://www.internal-displacement.org/and
http://www.refugees.org/article.aspx?id=2324&subm=179&area=About%20RefugeesIndicator definition:
Official data estimating the absolute numbers of internally displaced persons (IDPs), including those displaced within and outside camps.
For details of the methodology, please see technical notes and:
http://www.internal-displacement.org/idpand
http://www.refugees.org/FTP/WRS09PDFS/RefuandAsylumseek.pdfTechnical notes:
Data were collected on the basis of a calendar year.
If there was more than one estimate of IDP numbers in a calendar year then the later estimate was used.
If the only estimate available was a range, the figure used was the average of the two figures given.
USCRI data were used if no figure or range was available from IDMC reports.
An ‘..’ value means that IDMC or USCRI reported internally displaced persons in that country for that year, but a reliable estimate was not available.
Absolute estimates of internally displaced persons were then transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 5,600.05, with a low score being best, and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in IDMC reports reflect figures from that same year. The USCRI ‘World Refugee Survey’ publication reflects data for the previous year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
International Tensions
Indicator name: International TensionsIndicator name at source (if different): Presence of Cross-Border Tensions that could lead to Conflict or SanctionsData provider: The Economist Intelligence Unit (EIU)Data source: Commissioned DataPublication years used in the Ibrahim Index of African Governance (IIAG): 2006-2008
Website:
http://www.eiu.com/Indicator definition:
An expert assessment of the potential threat to a country’s economic and political stability posed by the presence of international cross-border tensions which have the potential to lead to conflict or sanctions.
Technical notes:
This indicator’s raw data range from 0 to 100, with a low score being best and a high score being worst. To produce the IIAG score, the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the EIU-commissioned data reflect performance in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Data are not available for 2001-2005 and have been estimated using mean substitution and/or extrapolation.
----------------------------------------
Battle deaths (civilian and combatants)
Indicator name: Battle Deaths (Civilian and Combatants)Indicator name at source (if different): Battle-Related Deaths (Best Estimate); Non-State Conflict (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: Battle Deaths and Non-State ConflictPublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmIndicator definition:
An expert assessment of the number of battle deaths resulting from war, minor conflict and non-state violence, based on verifiable data. Although targets may often be the military and its installations or state institutions and representatives, there is often substantial collateral damage such as civilians being killed in crossfire or indiscriminate bombings. All deaths - military as well as civilian - incurred in such situations, are counted as battle-related deaths.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20Battle-related%20deaths%20dataset%20codebook%20v5%202009.pdfand
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20Non-state%20conflict%20Dataset%20Codebook%20v2.1.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of battle deaths, figures for ‘battle deaths’ in war and minor conflict and ‘non-state violence’ were added together. The raw data were then transformed using the total country population, to calculate the number of battle deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 49.1, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to the 2007/08 in the IIAG.
Data for 2000/2001 has not been used as per advice from the source.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Civilian Deaths from Civilian-Targeted Violence
Indicator name: Civilian Deaths from Civilian-Targeted ViolenceIndicator name at source (if different): One-Sided Violence (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: One-Sided ViolencePublication years used in the Ibrahim Index for African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmDefinition of the indicator:
An expert assessment of the number of civilian deaths that occur from the use of armed force by the government of a state or by a formally organised group, targeted specifically at civilians and which results in at least 25 deaths in a year. Extrajudicial killings in custody are excluded.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20One-sided%20violence%20Dataset%20Codebook%20v1.3.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of civilian deaths were transformed using the total country population to calculate the number of civilian deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 0.8, with a low score being best and a high score being worst. To produce the IIAG score the raw data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Refugees from the Country
Indicator name: Refugees from the CountryIndicator name at source (if different): RefugeesData provider: United Nations High Commission for Refugees (UNHCR) Data source:UNHCR Statistical Online Population DatabasePublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website: http://www.unhcr.org/pages/4a013eb06.html
Indicator definition:
Official data measuring the number of refugees originating from a country based on data from governmental agencies, UN Refugee Agency (UNHCR) offices and non-governmental organisations.
For details of the methodology, please see technical notes and:
http://www.unhcr.org/45c06c662.htmlTechnical notes:
Estimates of absolute numbers of refugees were transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0.1 to 3284.9, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UNHCR statistical online population database reflects figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were “fixed” for outliers in the IIAG. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Internally Displaced Persons
Indicator name: Internally Displaced PersonsData provider: Internal Displacement Monitoring Centre (IDMC); U.S. Committee for Refugees and Immigrants (USCRI)Data source: ‘Internal displacement: A Global Overview of Trends and Development’ (IDMC); Country Specific Internally Displaced Profile Reports (IDMC); World Refugee Survey (USCRI)Publication years used in the Ibrahim Index of African Governance (IIAG):IDMC ‘Internal Displacement: A Global Overview of Trends and Development’ (2003-2008)IDMC ‘Country Specific Internally Displaced Profile Reports’ (2001-2008)USCRI ‘World Refugee Survey’ (2002-2004)
Websites:
http://www.internal-displacement.org/and
http://www.refugees.org/article.aspx?id=2324&subm=179&area=About%20RefugeesIndicator definition:
Official data estimating the absolute numbers of internally displaced persons (IDPs), including those displaced within and outside camps.
For details of the methodology, please see technical notes and:
http://www.internal-displacement.org/idpand
http://www.refugees.org/FTP/WRS09PDFS/RefuandAsylumseek.pdfTechnical notes:
Data were collected on the basis of a calendar year.
If there was more than one estimate of IDP numbers in a calendar year then the later estimate was used.
If the only estimate available was a range, the figure used was the average of the two figures given.
USCRI data were used if no figure or range was available from IDMC reports.
An ‘..’ value means that IDMC or USCRI reported internally displaced persons in that country for that year, but a reliable estimate was not available.
Absolute estimates of internally displaced persons were then transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 5,600.05, with a low score being best, and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in IDMC reports reflect figures from that same year. The USCRI ‘World Refugee Survey’ publication reflects data for the previous year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
International Tensions
Indicator name: International TensionsIndicator name at source (if different): Presence of Cross-Border Tensions that could lead to Conflict or SanctionsData provider: The Economist Intelligence Unit (EIU)Data source: Commissioned DataPublication years used in the Ibrahim Index of African Governance (IIAG): 2006-2008
Website:
http://www.eiu.com/Indicator definition:
An expert assessment of the potential threat to a country’s economic and political stability posed by the presence of international cross-border tensions which have the potential to lead to conflict or sanctions.
Technical notes:
This indicator’s raw data range from 0 to 100, with a low score being best and a high score being worst. To produce the IIAG score, the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the EIU-commissioned data reflect performance in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Data are not available for 2001-2005 and have been estimated using mean substitution and/or extrapolation.
-------------------------------------
Battle deaths (civilian and combatants)
Indicator name: Battle Deaths (Civilian and Combatants)Indicator name at source (if different): Battle-Related Deaths (Best Estimate); Non-State Conflict (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: Battle Deaths and Non-State ConflictPublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmIndicator definition:
An expert assessment of the number of battle deaths resulting from war, minor conflict and non-state violence, based on verifiable data. Although targets may often be the military and its installations or state institutions and representatives, there is often substantial collateral damage such as civilians being killed in crossfire or indiscriminate bombings. All deaths - military as well as civilian - incurred in such situations, are counted as battle-related deaths.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20Battle-related%20deaths%20dataset%20codebook%20v5%202009.pdfand
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20Non-state%20conflict%20Dataset%20Codebook%20v2.1.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of battle deaths, figures for ‘battle deaths’ in war and minor conflict and ‘non-state violence’ were added together. The raw data were then transformed using the total country population, to calculate the number of battle deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 49.1, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to the 2007/08 in the IIAG.
Data for 2000/2001 has not been used as per advice from the source.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Civilian Deaths from Civilian-Targeted Violence
Indicator name: Civilian Deaths from Civilian-Targeted ViolenceIndicator name at source (if different): One-Sided Violence (Best Estimate)Data provider: Uppsala Conflict Data Program (UCDP)Data source: UCDP Database: One-Sided ViolencePublication years used in the Ibrahim Index for African Governance (IIAG): 2001-2008
Website:
http://www.pcr.uu.se/research/UCDP/index.htmDefinition of the indicator:
An expert assessment of the number of civilian deaths that occur from the use of armed force by the government of a state or by a formally organised group, targeted specifically at civilians and which results in at least 25 deaths in a year. Extrajudicial killings in custody are excluded.
For details of the methodology, please see technical notes and:
http://www.pcr.uu.se/publications/UCDP_pub/UCDP%20One-sided%20violence%20Dataset%20Codebook%20v1.3.pdfTechnical notes:
To obtain the raw data for this indicator the total ‘best estimates’ of civilian deaths were transformed using the total country population to calculate the number of civilian deaths per 100,000 people. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 0.8, with a low score being best and a high score being worst. To produce the IIAG score the raw data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UCDP database reflect figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Refugees from the Country
Indicator name: Refugees from the CountryIndicator name at source (if different): RefugeesData provider: United Nations High Commission for Refugees (UNHCR) Data source:UNHCR Statistical Online Population DatabasePublication years used in the Ibrahim Index of African Governance (IIAG): 2001-2008
Website: http://www.unhcr.org/pages/4a013eb06.html
Indicator definition:
Official data measuring the number of refugees originating from a country based on data from governmental agencies, UN Refugee Agency (UNHCR) offices and non-governmental organisations.
For details of the methodology, please see technical notes and:
http://www.unhcr.org/45c06c662.htmlTechnical notes:
Estimates of absolute numbers of refugees were transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0.1 to 3284.9, with a low score being best and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best possible score.
The years stated in the UNHCR statistical online population database reflects figures in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were “fixed” for outliers in the IIAG. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
Internally Displaced Persons
Indicator name: Internally Displaced PersonsData provider: Internal Displacement Monitoring Centre (IDMC); U.S. Committee for Refugees and Immigrants (USCRI)Data source: ‘Internal displacement: A Global Overview of Trends and Development’ (IDMC); Country Specific Internally Displaced Profile Reports (IDMC); World Refugee Survey (USCRI)Publication years used in the Ibrahim Index of African Governance (IIAG):IDMC ‘Internal Displacement: A Global Overview of Trends and Development’ (2003-2008)IDMC ‘Country Specific Internally Displaced Profile Reports’ (2001-2008)USCRI ‘World Refugee Survey’ (2002-2004)
Websites:
http://www.internal-displacement.org/and
http://www.refugees.org/article.aspx?id=2324&subm=179&area=About%20RefugeesIndicator definition:
Official data estimating the absolute numbers of internally displaced persons (IDPs), including those displaced within and outside camps.
For details of the methodology, please see technical notes and:
http://www.internal-displacement.org/idpand
http://www.refugees.org/FTP/WRS09PDFS/RefuandAsylumseek.pdfTechnical notes:
Data were collected on the basis of a calendar year.
If there was more than one estimate of IDP numbers in a calendar year then the later estimate was used.
If the only estimate available was a range, the figure used was the average of the two figures given.
USCRI data were used if no figure or range was available from IDMC reports.
An ‘..’ value means that IDMC or USCRI reported internally displaced persons in that country for that year, but a reliable estimate was not available.
Absolute estimates of internally displaced persons were then transformed to estimates per 100,000 using total population figures for each country. Population data were obtained from the World Development Indicators (WDI) online.
This indicator’s raw data range from 0 to 5,600.05, with a low score being best, and a high score being worst. To produce the IIAG score the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in IDMC reports reflect figures from that same year. The USCRI ‘World Refugee Survey’ publication reflects data for the previous year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Outliers:
This is one of the 11 indicators that were fixed for outliers in the Ibrahim Index. Analysis indicated that there were extreme values that needed to be filtered so that the results would not be unduly influenced by those extreme values.
The filter fix was as follows:
All observations that lie more than 2.5 trimmed standard deviations from the trimmed mean are replaced with: trimmed mean + 2.6 trimmed standard deviations if they are in the right tail, and trimmed mean -2.6 trimmed standard deviations if they are in the left tail.
The trimmed moments are computed on the 95% central part of the distribution (i.e. removing the bottom 2.5% and top 2.5%).
International Tensions
Indicator name: International TensionsIndicator name at source (if different): Presence of Cross-Border Tensions that could lead to Conflict or SanctionsData provider: The Economist Intelligence Unit (EIU)Data source: Commissioned DataPublication years used in the Ibrahim Index of African Governance (IIAG): 2006-2008
Website:
http://www.eiu.com/Indicator definition:
An expert assessment of the potential threat to a country’s economic and political stability posed by the presence of international cross-border tensions which have the potential to lead to conflict or sanctions.
Technical notes:
This indicator’s raw data range from 0 to 100, with a low score being best and a high score being worst. To produce the IIAG score, the data were normalised using the Min-Max method to transform them to a scale of 0 to 100, where 100 is always the best score possible.
The years stated in the EIU-commissioned data reflect performance in that same year. The latest available data are for 2008, which correspond to 2007/08 in the IIAG.
Data are not available for 2001-2005 and have been estimated using mean substitution and/or extrapolation.
Who is Responsble
Safty and security/public safty
Prime Misnter office no offical website avilable
Meles Zenawi, Prime Minister, (Photo) Commander in Chief of the Ethiopian Armed Forces with General Samora Younis (photo) as his Chief of Staff, has absolute control of the Ethiopian army. Kuma Demekesa, (photo)figurehead Defense Minister.
Mulugeta Alemseged, (photo) a senior member of the TPLF, as National Security Affairs Advisor with the Rank of Minister control, monitor, supervise and run the entire police and security apparatus in Ethiopia.
Cabinate
http://www.mfa.gov.et/index.php
Council of Minsters See Ethio Embassy UK
Note: Due unrealiable sources on who is who in TPLF-EPRDF governement, and many agencies do not have a website of their own, info is fished out of others unrelated agencies and organization
Kuma Demeksa (Photo) Minister of Defense, Offical web www.modhd.gov.et/ link does not work
Siraj Fegisa (photo) Minister Fedral Affair No offical website is found, no profial and credintial of the Minster or the officers are avialable.
Note: it is hard to assertain what the role of the fedral affair Minstry may be due too lack of information.
State Minsters
Sultan Mohamed (photo) and Kashaun Dendir (Photo), State Ministers of Defense.
Fedral Police
Workneh Gebeyehu (photo) the Director General of Federal Police, no offical website is found
Demsach Hailu Sokeperson for Fedral Police
Addis Ababa Police
Regional Police
Fedral Prisons Units
