際際滷

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Index based insurance
 schemes: Way ahead
 Mangesh Patankar, CIRM
Challenges in the current crop
        insurance schemes
 Area yield 
   Lack of re-insurance
      Unsustainable loss ratio
      High administration costs
      Settlement time (Manual claim estimation)
 Weather index 
   Basis risk: Particularly for rainfall products
   Limited scale up opportunities: (Weather
    infrastructure and data issues)

                      Need for subsidies
Composite
                                          products
                 Innovations
                                         Alternate
                                         measuring

           Lower basis risk
Product    Data constrained geography   Weather
           Modular product              tickets!


                                         Bundling




            Indirect sale
Process
            Awareness
                                         Education
                                          modules
Composite products:
 Combine area yield with weather index
   E.g Combine weather index with vegetation
    index from remote sensing data: NDVI
    (Normalized difference vegetative index)
 Portfolio insurance products
   E.g. ILRI product in North Kenya
 Providing agro-advisory services with
  insurance
   E.g. BASIX, WRMS
Products in data constrained
            geographies
 RFE products: Spatial rather than point based
  measurement




 Very high transparency of the data
 Low accuracy  thus high basis risk
 E.g. Ethiopian project involving WB, WFP and FAO for
  LEAP (Livelihoods  Early Assessment and Protection)
Modular products
 Weather tickets - Based on the self
  assessment of risks: IFPRI and Nyala
  Insurance Company
        Sowing                              Sowing
                                           Flowering
                                          Harvesting
       Flowering          Individual
                        Weather Tickets


       Harvesting
Comparative analysis
Area Yield
Costs incurred in administration




                                                                 Weather index
                                                                    Weather-NDVI
                                                                    composite
                                                                    NDVI

                                                                    RFE
                                   Transparency in settlements
Weather-NDVI
                                            composite
                             RFE                     NDVI
Speed of settlements



                                  Weather index




                                                            Area Yield


                       Accuracy
RFE


                                      Weather-NDVI
                                      composite

                                       NDVI
Scalability




                   Area Yield

                  Weather index

              Complexity of product
Process innovations
 Bundling weather insurance with
   Agriinputs: WRMS-ICICI Lombard product
    for Pioneer seeds
   Contract farming processes: Pepsico
THANK YOU
NDVI
NDVI  Our experience
 Pilot product for 2 districts: Surguja
  (Chhattisgarh) and Nizamabad (AP)
 Research on acceptability and accuracy of the
  composite index product
 Demand side findings:
   Perception towards index
   Client education
   Expected accuracy
 Supply side findings:
   Data availability and time required for ground truthing
   Reinsurance
  Back

More Related Content

Index based insurance schemes - Way ahead!

  • 1. Index based insurance schemes: Way ahead Mangesh Patankar, CIRM
  • 2. Challenges in the current crop insurance schemes Area yield Lack of re-insurance Unsustainable loss ratio High administration costs Settlement time (Manual claim estimation) Weather index Basis risk: Particularly for rainfall products Limited scale up opportunities: (Weather infrastructure and data issues) Need for subsidies
  • 3. Composite products Innovations Alternate measuring Lower basis risk Product Data constrained geography Weather Modular product tickets! Bundling Indirect sale Process Awareness Education modules
  • 4. Composite products: Combine area yield with weather index E.g Combine weather index with vegetation index from remote sensing data: NDVI (Normalized difference vegetative index) Portfolio insurance products E.g. ILRI product in North Kenya Providing agro-advisory services with insurance E.g. BASIX, WRMS
  • 5. Products in data constrained geographies RFE products: Spatial rather than point based measurement Very high transparency of the data Low accuracy thus high basis risk E.g. Ethiopian project involving WB, WFP and FAO for LEAP (Livelihoods Early Assessment and Protection)
  • 6. Modular products Weather tickets - Based on the self assessment of risks: IFPRI and Nyala Insurance Company Sowing Sowing Flowering Harvesting Flowering Individual Weather Tickets Harvesting
  • 8. Area Yield Costs incurred in administration Weather index Weather-NDVI composite NDVI RFE Transparency in settlements
  • 9. Weather-NDVI composite RFE NDVI Speed of settlements Weather index Area Yield Accuracy
  • 10. RFE Weather-NDVI composite NDVI Scalability Area Yield Weather index Complexity of product
  • 11. Process innovations Bundling weather insurance with Agriinputs: WRMS-ICICI Lombard product for Pioneer seeds Contract farming processes: Pepsico
  • 13. NDVI
  • 14. NDVI Our experience Pilot product for 2 districts: Surguja (Chhattisgarh) and Nizamabad (AP) Research on acceptability and accuracy of the composite index product Demand side findings: Perception towards index Client education Expected accuracy Supply side findings: Data availability and time required for ground truthing Reinsurance Back