1. Towards a Targeted Response for Poverty Alleviation Background Develop Poverty Maps to improve delivery of assistance programs Poverty Maps allows us to identify concentrations of Poverty at a lower geographical level Current challenge for Poverty Alleviation programs is the lack of small area level information to ensure that intervention programs reach the right recipients. Time frame – August 2010 to April 2011

2. Incidence of Poverty (by Division/area) AreaDivision20022008 RuralCentral2936 Eastern3540 Northern5751 Western3843 Rural All 4043 UrbanCentral2416 Eastern4230 Northern3938 Western3317 Urban All 2819 FIJI 3531

3. Towards a Targeted Response for Poverty Alleviation Current Challenges Using the Western Division as an example The Western Division has a population of 320,000 living in 69,000 households. There are 3 provinces and 7 urban centers. Poverty estimates are available only for Western Urban and Western Rural, clearly insufficient for a wide geographical region. Poverty Alleviation programs require information at a lower geographical level

4. Western Division -Population 320,000 -3 Provinces -7 Urban Centers -2 Incidence of Poverty Estimates i.e. Western Urban (17%) and Western Rural (43%

5. Towards a Targeted Response for Poverty Alleviation The Poverty mapping exercise will provide information for at least 500 small area geographical units Around $1.5b for Poverty Alleviation program in the last 10 years The latest Poverty Findings indicate that the Western Rural and Urban are to be allocated 33% and 8% of Poverty Alleviation Resources, respectively.

6. Western Division EA Boundaries 500 Enumeration Areas 500 Poverty Incidence Estimates

7. Towards a Targeted Response for Poverty Alleviation We also attempted to gather GPS Waypoints for each household in the 2007 Population Census We have completed about 85% of the work The GPS Waypoints will enhance the usefulness of the census data We will need to figure out whether GPS information could be useful in providing poverty rates at a lower level of geography then the Enumeration Area

8. GPS Waypoints

9. VITILEVU - GPS

10. Households with GPS Locations

11. Action Plan Main data sources confirmed i.e. 2007 Population and Housing Census and 2008-09 HIES Common variables have been identified. Data is being checked, verified and cleaned. Check on other relevant data i.e. those that may help explain differences in poverty between locations

12. Action Plan Identify other data sources: location- specific infrastructure, roads, agriculture and hotels. Identify how to merge those data onto HIES and Census (identifiers? Name?) Do clusters match with Census Enumeration Areas (EAs)?

13. Action Plan Model Welfare using survey sample Merge location-specific information onto survey Identify model that predicts welfare (poverty) “fairly well” Compute and save model coefficients

14. Action Plan Bring Model Results to Census Compute poverty (and inequality) estimates Produce “the map”

15. External Stakeholders Poverty Eradication Unit of the Prime Minister’s Office. Ministry of Social Welfare Other Government Ministries, Donors, NGOs and institutions involved in Poverty Alleviation Programs

16. VINAKA VAKALEVU