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Keynote 3

Climate Risk and Agriculture
- Case of Indian Crop Insurance
KOLLI N RAO, PhD
Indian Crop Insurance Industry Expert
(IRICS / Aon Benfield)
OVERVIEW
§  India: The Setting
§  Insurance Penetration
§  Crop Insurance: Challenges
§  Research & Way Forward

2
The Setting

3
Indian Agriculture: The Setting
§  1.2 billion population
§  Agriculture sustains ~ 70% population
§  120 million farm holdings
§  62% farmers own less than ONE hectare
§  145 million hectares of cultivated land
§  1.16 Hectare Average Farm-holding size
§  50% of area under cereals and millets
§  Agrl. GDP estimated at US $ 285 billions (FAO, 2010)
§  Nearly 3/4th Rainfall received over FOUR months
§  Disparity in the rainfall distribution is so great – droughts and
floods occur at different parts of the country at the same period
and in the same place at different periods
§  1/3rd country is mostly under threat of drought
§  1/6th country prone to floods

4
India: Architecture of Crop Insurance Implementation
• 

Almost 100% INDEX insurance

• 

YIELD index and WEATHER index dominate

• 

Credit linkage, and mandatory for borrowing farmers

• 

Risk covered is based on production cost (safety-net)

• 

Insurance acts as collateral, and lending agencies have the first
lien on claim

• 

Minimal distribution costs

• 

Claims process is automated

• 

Yield estimation is done by the provincial government agencies ,
and based on ‘single series’

• 

Weather data comes from both public as well as private data
providers

• 

Private insurance providers (9) are allowed, and enjoy same
level of government support as Public Insurance Company (AICI)

5
Insurance Penetration

6
Index Insurance: Numbers 2012-13

Program

Farmers	
   Hectares	
   Sum	
  Insured	
  
Premium	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  	
  Program	
  
(Millions) (Millions) (US	
  $	
  Millions) (US	
  $	
  Millions)
Nature	
  

NAIS

15.45

29.92

5892.35

195.67

Adminstered

WBCIS

13.23

18.39

4038.47

379.45

Actuarial

2.97

1149.20

125.10

Actuarial

51.28

11080.02

700.22

	
  
MNAIS
2.98
	
  
TOTAL
31.66
	
  
Source:	
  Government	
  of	
  India
	
  
Note:

NAIS	
  Figures	
  are	
  Provisional	
  (AIC)

1.The sum Insured and premium size for 2013-14 is expected at US $ 12.5 billion
and US $ 800 million, respectively
1.The sum Insured and premium size for 2014-15 is expected at US $ 15 billion
and US $ 1.30 billion, respectively

	
  
Research Findings

8
Research Findings

§ 

Weather Index products analyzed across the competing insurance
providers show significant differences in product design, pricing
approach, and benefits offered

§ 

The correlation appears better for Kharif products where rainfall is the
key component, and the Weather Index product is underpaying. In
comparison, Rabi products, particularly the heat (temperature)
parameter show a poor correlation between weather and yield, and
Weather Index product often overpaying

§ 

42% probability of Weather Index products giving payout with NO
visible Yield loss; Only 73% probability of Weather Index products
giving payouts when Yield loss is 100%

§ 

Spatial basis risk arising out of lack of adequate density of weather
stations appears significant for rainfall

§ 

The present Weather Index product is complex and fares poorly as an
insurance mechanism. The payouts ate too frequent and too small

§ 

Farmers practicing crop production under irrigated conditions have
shown higher interest in crop insurance

§ 

The awareness about crop insurance is primarily driven by the level of
education, size of landholding and type of farming

9
Challenges

10
Key Gaps and Challenges of Index Insurance
General
§ 
§ 
§ 
§ 

Lack of Insurance culture
Parallel government programs
Full Value not insured (under insurance)
Localized losses

Yield Index
§ 
§ 
§ 
§ 

Larger Insurance Unit size and Basis Risk
Lack of historical yield data at a ‘smaller unit’level
Yield estimations prone to manipulation and local politics
Large number of Yield estimation surveys & Quality issues

§  Delayed claim settlement

Weather Index
§ 
§ 
§ 
§ 

Too small and too frequent payouts
Lack of Structured approach to Product design
Basis risk: Spatial and Product
Product targeting Micro level

§  Pricing and Weather Cycles

11
Some Technical / Research Solutions … 	
  
Yield Index
§  Yield Audit systems (GPS enabled equipment to record key
processes, near real-time reporting of results)
§  Use of Satellite Imagery to estimate yields (either to corroborate /
peer monitoring / replace manual yield estimations)
§  Use of Technology to down-scale historical yields (sub-district to
cluster of villages for major crops for past 10 years)
§  Savings linked insurance products (for promoting loyalty of farmers)
Weather Index
§  Crop Growth Models
§  Agro-Climatic zone level Crop-wise Product Templates
§  Standardization of Weather Equipment and Maintenance
§  Virtual Weather station network at micro level
§  Double Trigger Products
§  Index Plus Products

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Kolli Rao Index Insurance in India

  • 1. Keynote 3 Climate Risk and Agriculture - Case of Indian Crop Insurance KOLLI N RAO, PhD Indian Crop Insurance Industry Expert (IRICS / Aon Benfield)
  • 2. OVERVIEW §  India: The Setting §  Insurance Penetration §  Crop Insurance: Challenges §  Research & Way Forward 2
  • 4. Indian Agriculture: The Setting §  1.2 billion population §  Agriculture sustains ~ 70% population §  120 million farm holdings §  62% farmers own less than ONE hectare §  145 million hectares of cultivated land §  1.16 Hectare Average Farm-holding size §  50% of area under cereals and millets §  Agrl. GDP estimated at US $ 285 billions (FAO, 2010) §  Nearly 3/4th Rainfall received over FOUR months §  Disparity in the rainfall distribution is so great – droughts and floods occur at different parts of the country at the same period and in the same place at different periods §  1/3rd country is mostly under threat of drought §  1/6th country prone to floods 4
  • 5. India: Architecture of Crop Insurance Implementation •  Almost 100% INDEX insurance •  YIELD index and WEATHER index dominate •  Credit linkage, and mandatory for borrowing farmers •  Risk covered is based on production cost (safety-net) •  Insurance acts as collateral, and lending agencies have the first lien on claim •  Minimal distribution costs •  Claims process is automated •  Yield estimation is done by the provincial government agencies , and based on ‘single series’ •  Weather data comes from both public as well as private data providers •  Private insurance providers (9) are allowed, and enjoy same level of government support as Public Insurance Company (AICI) 5
  • 7. Index Insurance: Numbers 2012-13 Program Farmers   Hectares   Sum  Insured   Premium                        Program   (Millions) (Millions) (US  $  Millions) (US  $  Millions) Nature   NAIS 15.45 29.92 5892.35 195.67 Adminstered WBCIS 13.23 18.39 4038.47 379.45 Actuarial 2.97 1149.20 125.10 Actuarial 51.28 11080.02 700.22   MNAIS 2.98   TOTAL 31.66   Source:  Government  of  India   Note: NAIS  Figures  are  Provisional  (AIC) 1.The sum Insured and premium size for 2013-14 is expected at US $ 12.5 billion and US $ 800 million, respectively 1.The sum Insured and premium size for 2014-15 is expected at US $ 15 billion and US $ 1.30 billion, respectively  
  • 9. Research Findings
 §  Weather Index products analyzed across the competing insurance providers show significant differences in product design, pricing approach, and benefits offered §  The correlation appears better for Kharif products where rainfall is the key component, and the Weather Index product is underpaying. In comparison, Rabi products, particularly the heat (temperature) parameter show a poor correlation between weather and yield, and Weather Index product often overpaying §  42% probability of Weather Index products giving payout with NO visible Yield loss; Only 73% probability of Weather Index products giving payouts when Yield loss is 100% §  Spatial basis risk arising out of lack of adequate density of weather stations appears significant for rainfall §  The present Weather Index product is complex and fares poorly as an insurance mechanism. The payouts ate too frequent and too small §  Farmers practicing crop production under irrigated conditions have shown higher interest in crop insurance §  The awareness about crop insurance is primarily driven by the level of education, size of landholding and type of farming 9
  • 11. Key Gaps and Challenges of Index Insurance General §  §  §  §  Lack of Insurance culture Parallel government programs Full Value not insured (under insurance) Localized losses Yield Index §  §  §  §  Larger Insurance Unit size and Basis Risk Lack of historical yield data at a ‘smaller unit’level Yield estimations prone to manipulation and local politics Large number of Yield estimation surveys & Quality issues §  Delayed claim settlement Weather Index §  §  §  §  Too small and too frequent payouts Lack of Structured approach to Product design Basis risk: Spatial and Product Product targeting Micro level §  Pricing and Weather Cycles 11
  • 12. Some Technical / Research Solutions …   Yield Index §  Yield Audit systems (GPS enabled equipment to record key processes, near real-time reporting of results) §  Use of Satellite Imagery to estimate yields (either to corroborate / peer monitoring / replace manual yield estimations) §  Use of Technology to down-scale historical yields (sub-district to cluster of villages for major crops for past 10 years) §  Savings linked insurance products (for promoting loyalty of farmers) Weather Index §  Crop Growth Models §  Agro-Climatic zone level Crop-wise Product Templates §  Standardization of Weather Equipment and Maintenance §  Virtual Weather station network at micro level §  Double Trigger Products §  Index Plus Products