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Public Account and Coding System: 
Government Expenditure in Kenya 
Thursday, October 16, 2014 
Bingxin Yu 
Research Fellow 
International Food Policy Research Institute 
September 8, 2014
Introduction 
• Public expenditure translate policy objectives 
into actions through public service delivery 
• Gov., develop partners and general public 
increasingly request expenditure accountability 
and transparency 
• Track, monitor and evaluate the flows and 
impacts of public resource allocation 
• Reliable assessment and comparisons of public 
expenditure 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 2
Data Challenge 
• Data access 
• Opaque definitions of the agricultural sector: line 
ministries, functions 
• Different levels of disaggregation: sub-sector 
• Diverse reporting formats designed by users 
• In need of a transparent and user-friendly 
coding system 
• Detailed data along with clear documentation 
• Kenya as a case study 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 3
Common Budget Classifications 
• Jacobs et. al 2009, Cooper and Pattanayak 2011 
• Administrative: gov. organization (Who?) 
• Functional: purposes and objectives, easy to 
compare (What?) 
• Economic: capital, salary, goods/service (How?) 
• 3 classifications distinct, serve different needs, 
independent of each other for each transaction 
• Economic and functional defined in GFS, COFOG 
• Other classifications like program, funding source 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 4
Budget Process - Preparation 
• Budget Outlook Paper: broad fiscal parameters 
for the budget year and two years forward 
• Budget Strategy Paper: firm sector and 
ministerial spending ceilings 
• Budget circular from MOF to line ministries: clear 
technical guidance and timeline for budget 
• line ministry submits budget to MOF for the 
consolidated Appropriation Bill 
• Budget Statement to National Assembly 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 5
Budget Process - Execution 
• Each line ministry sets up two mirror accounts 
(recurrent and development) in the central bank 
• A monthly spending limit set by MOF to ministry 
• Accounts reported daily through mirror-accounts 
• Quarterly Economic and Budgetary Review: 
actual expenditure 
• Financial Statements: final report from the 
Auditor General 
• Multiple versions of gov. expenditure: source, 
timing, budget vs. actual 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 6
Kenya Public Expenditure Data 
• https://opendata.go.ke 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 7
Data Structure 
Variable Central Classification 
Vote Name of Ministries 
Sub-Vote Divisions within Ministry Administrative 
Head Dept. within Divisions 
Current or capital Capital, current, interest 
Economic class. Economic classification Economic 
Line item Description of activities 
Estimates Budget 
Revised Revised budget 
Executed Executed spending 
Budget Type Development or recurrent 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 8 
No functional classification 
reconstructed from Head
Administrative Structure of MOA (code=10) 
Sub-vote 
code 
Sub-vote Head code Head 
10.100 
General 
Admin. 
and 
Planning 
10.100.195 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Agri. boards and committees 
services 
10.100.191 Agri. attaches' offices 
10.100.228 Finance and accounts department 
10.100.190 HQ admin. and technical services 
10.100.193 Development planning services 
10.104 
Inform. 
Mgmt. for 
Agri. 
Sector 
10.104.261 Kilifi institute of agriculture 
10.104.254 
Agri. business, market dev. and 
agri. inform. services 
10.104.257 Agricultural information centre 
10.104.258 Embu agricultural college 
10.104.259 Bukura agricultural college 
Page 9
Economic Classification of MOA 
Economic 
classification 
Line code Line 
Capital 
3110200 Construction of buildings 
3110500 Construction and civil works 
3130100 Acquisition of land 
Wages and 
salaries 
2110300 Personal allowance - paid as part of salary 
2110400 
Personal allowance - paid as 
reimbursements 
Goods and 
services 
2211000 Specialised materials and supplies 
2210800 Hospitality supplies and services 
2211200 Fuel, oil and lubricants 
2210100 Utilities, supplies and services 
Grants 2620100 
Membership fees and dues and 
subscriptions to international organizations 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 10
Functional Classification of Ag. (User Defined) 
Functional class. (bill. Ksh) COFOG 2006/07 2010/11 
Economic affairs 704 79.2 176.1 
Agri., forestry, fishing & hunting 7042 19.6 38.6 
Agriculture 70421 16.3 29.5 
Forestry 70422 1.69 4.62 
Fishing and hunting 70423 1.6 4.5 
Transport 7045 30.4 70.1 
R&D agriculture, forestry, 
fishing and hunting 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
70482 5.0 8.0 
Environmental protection 705 1.1 2.7 
Protection of biodiversity and 
landscape 
7054 0.1 0.12 
Total 378.7 684.1 
Page 11
Expenditure by Administrative Classification 
Health 
Education 
20% 
Environment 
and water 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 12In 
General public 
services 
Defense 
Public safety 
Agriculture, 
fishery and 
forestry 
5% 
Trade, tourism 
and industry 
Infrastructure 
Social 
service 
2010/11
Expenditure by Functional Classification 
Education 
25% 
Recreation, 
culture and 
religion 
Health 
Housing and 
community 
amenities 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 13 
General public 
services 
Defense 
Public order 
and safety 
Agriculture, 
forestry, 
fishing and 
hunting 
6% 
Trade, 
tourism and 
industry 
Infrastructure 
Environmental 
protection 
Social 
Protection 
2010/11
Expenditure by Economic Classification 
Grants 
28% 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 14 
Capital 
18% 
Compensation 
of employees 
36% 
Goods and 
services 
15% 
Other 
3% 
2010/11
Comparison of Total Gov. Expenditure 
800 
700 
600 
500 
400 
300 
200 
100 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 15 
0 
2002 
2003 
2004 
2005 
2006 
2007 
2008 
2009 
2010 
Billions Ksh 
IMF 
FAO 
IFPRI
Comparison of Agricultural Expenditure 
50 
45 
40 
35 
30 
25 
20 
15 
10 
5 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 16 
0 
2002 
2003 
2004 
2005 
2006 
2007 
2008 
2009 
2010 
Billions Ksh 
IMF 
FAO 
IFPRI 
GOV (3 ministries) 
GOV (5 ministries) 
GOV (6 ministries+R&D)
Agri.-related Expenditure by Ministry 
Ministry of Agriculture 
Ministry of Forestry and Wildlife 
Ministry of Livestock… 
Ministry of Science and… 
Ministry of Fisheries… 
Ministry of Water and Irrigation 
Ministry of State for Special… 
Ministry of Cooperative… 
Ministry of Lands and Housing 
Ministry of Development of… 
Ministry of Justice, National… 
Ministry of Planning and… 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
0 3 6 9 12 15 18 
Page 17 
Ministry of Regional Development 
Billion KSh
Agri.-related Expenditure by Sector 
Livestock 
Forestry 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
• Agriculture in GDP: 
20% 
• Agriculture in total 
expenditure: 6% 
• Livestock in 
agricultural GDP: 47% 
• Livestock in 
agricultural exp.: 15% 
2010/11 Page 18 
Agriculture 
Fishery
Agri.-related Exp. by Economic Classification 
50 
40 
30 
20 
10 
Other 
Grants 
Goods and services 
Compensation of employees 
Capital 
• High capital investment (25-30% vs. total <20%) 
• Goods and services increases quickly 
• Large proportion as inter-gov. transfer 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 19 
0 
2002 2003 2004 2005 2006 2007 2008 2009 2010
Agri.-related Exp. by Functions 
50 
45 
40 
35 
30 
25 
20 
15 
10 
5 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 20 
0 
2002 2003 2004 2005 2006 2007 2008 2009 2010 
Billion Ksh 
Administration Conservation Extension Flood and irrigation 
Food security Land settlement Marketing Pest control 
Research Veterinary Services
Conclusion 
• Gov. expenditure can be organized in different 
and independent classifications 
• Administrative, economic, functional 
• Countries may only report some classifications 
• Kenya case study illustrates how to derive 
functional classification that’s not reported 
• A useful approach to flexibly track gov. spending 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 21
Conclusion 
• Mapping relationship between gov. agencies and 
functions is not one-to-one 
• Expenditure goes beyond line ministries 
• Simple aggregates based on gov. admin. 
structure can be misleading 
• Functional and economic classifications 
preferred definition for comparison 
• Regardless of administrative structure change 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
Kenya Experience 
• Open data 
• Data quality: design, implementation, report 
• Coding system with documentation 
• Aggregates from different sources could vary 
substantially due to the definition, audit status 
and reporting agency 
• Foundation for timely policy decision and 
analysis 
INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 
Page 23

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Public Account and Coding System; Government Expenditure in Kenya by bing yu

  • 1. Public Account and Coding System: Government Expenditure in Kenya Thursday, October 16, 2014 Bingxin Yu Research Fellow International Food Policy Research Institute September 8, 2014
  • 2. Introduction • Public expenditure translate policy objectives into actions through public service delivery • Gov., develop partners and general public increasingly request expenditure accountability and transparency • Track, monitor and evaluate the flows and impacts of public resource allocation • Reliable assessment and comparisons of public expenditure INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 2
  • 3. Data Challenge • Data access • Opaque definitions of the agricultural sector: line ministries, functions • Different levels of disaggregation: sub-sector • Diverse reporting formats designed by users • In need of a transparent and user-friendly coding system • Detailed data along with clear documentation • Kenya as a case study INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 3
  • 4. Common Budget Classifications • Jacobs et. al 2009, Cooper and Pattanayak 2011 • Administrative: gov. organization (Who?) • Functional: purposes and objectives, easy to compare (What?) • Economic: capital, salary, goods/service (How?) • 3 classifications distinct, serve different needs, independent of each other for each transaction • Economic and functional defined in GFS, COFOG • Other classifications like program, funding source INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 4
  • 5. Budget Process - Preparation • Budget Outlook Paper: broad fiscal parameters for the budget year and two years forward • Budget Strategy Paper: firm sector and ministerial spending ceilings • Budget circular from MOF to line ministries: clear technical guidance and timeline for budget • line ministry submits budget to MOF for the consolidated Appropriation Bill • Budget Statement to National Assembly INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 5
  • 6. Budget Process - Execution • Each line ministry sets up two mirror accounts (recurrent and development) in the central bank • A monthly spending limit set by MOF to ministry • Accounts reported daily through mirror-accounts • Quarterly Economic and Budgetary Review: actual expenditure • Financial Statements: final report from the Auditor General • Multiple versions of gov. expenditure: source, timing, budget vs. actual INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 6
  • 7. Kenya Public Expenditure Data • https://opendata.go.ke INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 7
  • 8. Data Structure Variable Central Classification Vote Name of Ministries Sub-Vote Divisions within Ministry Administrative Head Dept. within Divisions Current or capital Capital, current, interest Economic class. Economic classification Economic Line item Description of activities Estimates Budget Revised Revised budget Executed Executed spending Budget Type Development or recurrent INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 8 No functional classification reconstructed from Head
  • 9. Administrative Structure of MOA (code=10) Sub-vote code Sub-vote Head code Head 10.100 General Admin. and Planning 10.100.195 INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Agri. boards and committees services 10.100.191 Agri. attaches' offices 10.100.228 Finance and accounts department 10.100.190 HQ admin. and technical services 10.100.193 Development planning services 10.104 Inform. Mgmt. for Agri. Sector 10.104.261 Kilifi institute of agriculture 10.104.254 Agri. business, market dev. and agri. inform. services 10.104.257 Agricultural information centre 10.104.258 Embu agricultural college 10.104.259 Bukura agricultural college Page 9
  • 10. Economic Classification of MOA Economic classification Line code Line Capital 3110200 Construction of buildings 3110500 Construction and civil works 3130100 Acquisition of land Wages and salaries 2110300 Personal allowance - paid as part of salary 2110400 Personal allowance - paid as reimbursements Goods and services 2211000 Specialised materials and supplies 2210800 Hospitality supplies and services 2211200 Fuel, oil and lubricants 2210100 Utilities, supplies and services Grants 2620100 Membership fees and dues and subscriptions to international organizations INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 10
  • 11. Functional Classification of Ag. (User Defined) Functional class. (bill. Ksh) COFOG 2006/07 2010/11 Economic affairs 704 79.2 176.1 Agri., forestry, fishing & hunting 7042 19.6 38.6 Agriculture 70421 16.3 29.5 Forestry 70422 1.69 4.62 Fishing and hunting 70423 1.6 4.5 Transport 7045 30.4 70.1 R&D agriculture, forestry, fishing and hunting INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 70482 5.0 8.0 Environmental protection 705 1.1 2.7 Protection of biodiversity and landscape 7054 0.1 0.12 Total 378.7 684.1 Page 11
  • 12. Expenditure by Administrative Classification Health Education 20% Environment and water INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 12In General public services Defense Public safety Agriculture, fishery and forestry 5% Trade, tourism and industry Infrastructure Social service 2010/11
  • 13. Expenditure by Functional Classification Education 25% Recreation, culture and religion Health Housing and community amenities INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 13 General public services Defense Public order and safety Agriculture, forestry, fishing and hunting 6% Trade, tourism and industry Infrastructure Environmental protection Social Protection 2010/11
  • 14. Expenditure by Economic Classification Grants 28% INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 14 Capital 18% Compensation of employees 36% Goods and services 15% Other 3% 2010/11
  • 15. Comparison of Total Gov. Expenditure 800 700 600 500 400 300 200 100 INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 15 0 2002 2003 2004 2005 2006 2007 2008 2009 2010 Billions Ksh IMF FAO IFPRI
  • 16. Comparison of Agricultural Expenditure 50 45 40 35 30 25 20 15 10 5 INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 16 0 2002 2003 2004 2005 2006 2007 2008 2009 2010 Billions Ksh IMF FAO IFPRI GOV (3 ministries) GOV (5 ministries) GOV (6 ministries+R&D)
  • 17. Agri.-related Expenditure by Ministry Ministry of Agriculture Ministry of Forestry and Wildlife Ministry of Livestock… Ministry of Science and… Ministry of Fisheries… Ministry of Water and Irrigation Ministry of State for Special… Ministry of Cooperative… Ministry of Lands and Housing Ministry of Development of… Ministry of Justice, National… Ministry of Planning and… INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE 0 3 6 9 12 15 18 Page 17 Ministry of Regional Development Billion KSh
  • 18. Agri.-related Expenditure by Sector Livestock Forestry INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE • Agriculture in GDP: 20% • Agriculture in total expenditure: 6% • Livestock in agricultural GDP: 47% • Livestock in agricultural exp.: 15% 2010/11 Page 18 Agriculture Fishery
  • 19. Agri.-related Exp. by Economic Classification 50 40 30 20 10 Other Grants Goods and services Compensation of employees Capital • High capital investment (25-30% vs. total <20%) • Goods and services increases quickly • Large proportion as inter-gov. transfer INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 19 0 2002 2003 2004 2005 2006 2007 2008 2009 2010
  • 20. Agri.-related Exp. by Functions 50 45 40 35 30 25 20 15 10 5 INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 20 0 2002 2003 2004 2005 2006 2007 2008 2009 2010 Billion Ksh Administration Conservation Extension Flood and irrigation Food security Land settlement Marketing Pest control Research Veterinary Services
  • 21. Conclusion • Gov. expenditure can be organized in different and independent classifications • Administrative, economic, functional • Countries may only report some classifications • Kenya case study illustrates how to derive functional classification that’s not reported • A useful approach to flexibly track gov. spending INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 21
  • 22. Conclusion • Mapping relationship between gov. agencies and functions is not one-to-one • Expenditure goes beyond line ministries • Simple aggregates based on gov. admin. structure can be misleading • Functional and economic classifications preferred definition for comparison • Regardless of administrative structure change INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE
  • 23. Kenya Experience • Open data • Data quality: design, implementation, report • Coding system with documentation • Aggregates from different sources could vary substantially due to the definition, audit status and reporting agency • Foundation for timely policy decision and analysis INTERNATIONAL FOOD POLICY RESEARCH INSTITUTE Page 23