SlideShare a Scribd company logo
1 of 5
Download to read offline
Discussion Points
Guush Berhane (IFPRI)
Index-based agricultural insurance offers
much potential
• Reduces the cost of assessing damage in spatially
dispersed fields – the index triggers!
• Reduces moral hazard: farmers cannot temper the
trigger – independently verifiable
• Addresses the challenge of risk covariance among
farmers by covering wider area and multiple activities
• Can reduce transaction costs by using risk aggregators
(e.g., farmers groups, MFIs, value-chains etc)
Too many pilots, too little scaling-up!
• New concept to farmers – initial investment can be
high
• Trust (unlike credit, insurance collects money!)
• Presence of informal insurance (not clear which way
to plays out)
• Heterogeneities among farmers: self-insurance (the
better off) vs. credit constraint (the poor)
Too many pilots, too little scaling-up!
• Basis risk – reduces real value to the insured
• Product design is complex (actuarial skills missing)
and requires extensive data (missing)
• Weak implementing stakeholder & available
infrastructure (e.g., Meteorology)
• Transferring risk internationally (linking to re-
insurance) can be a nightmare!
Discussion points
 How can affordable insurance to smallholders at
commercially viable and financially sustainable scale be
achieved?
 What are the key lessons learned?
 What are the challenges to scaling-up?
 What needs to be done?
Research?
Policy?

More Related Content

Similar to Discussion points

Innovations in agricultural insurance: Lessons learnt about managing smallhol...
Innovations in agricultural insurance: Lessons learnt about managing smallhol...Innovations in agricultural insurance: Lessons learnt about managing smallhol...
Innovations in agricultural insurance: Lessons learnt about managing smallhol...IFPRI-PIM
 
Group Based Index Insurance
Group Based Index InsuranceGroup Based Index Insurance
Group Based Index Insuranceessp2
 
Selling weather index insurance to farmers in ethiopia lessons learned
Selling weather index insurance to farmers in ethiopia  lessons learnedSelling weather index insurance to farmers in ethiopia  lessons learned
Selling weather index insurance to farmers in ethiopia lessons learnedessp2
 
Kayleigh Baker - Unlocking Investment and Finance in EMDEs Final Project
Kayleigh Baker -  Unlocking Investment and Finance in EMDEs Final ProjectKayleigh Baker -  Unlocking Investment and Finance in EMDEs Final Project
Kayleigh Baker - Unlocking Investment and Finance in EMDEs Final ProjectKayleigh Baker
 
Achema and Insurance for Development
Achema and Insurance for DevelopmentAchema and Insurance for Development
Achema and Insurance for DevelopmentICMIF Microinsurance
 
Materi kuliah asuransi syariah
Materi kuliah   asuransi syariahMateri kuliah   asuransi syariah
Materi kuliah asuransi syariahAsep Sahwani
 
Materi kuliah asuransi syariah
Materi kuliah   asuransi syariahMateri kuliah   asuransi syariah
Materi kuliah asuransi syariahAsep Sahwani
 
An applied information economics approach to assessing resilience in the Horn...
An applied information economics approach to assessing resilience in the Horn...An applied information economics approach to assessing resilience in the Horn...
An applied information economics approach to assessing resilience in the Horn...ILRI
 
Terry Miller, Transport Risk Management
Terry Miller, Transport Risk Management Terry Miller, Transport Risk Management
Terry Miller, Transport Risk Management sUAS News
 
Webinar on Bundling agriculture index insurance with financial and non financ...
Webinar on Bundling agriculture index insurance with financial and non financ...Webinar on Bundling agriculture index insurance with financial and non financ...
Webinar on Bundling agriculture index insurance with financial and non financ...Impact Insurance Facility
 
Webinar on Meso-level distribution: Opportunities and challenges
Webinar on Meso-level distribution: Opportunities and challengesWebinar on Meso-level distribution: Opportunities and challenges
Webinar on Meso-level distribution: Opportunities and challengesImpact Insurance Facility
 
Conducive Environment: Role of Governments and Regulators
Conducive Environment: Role of Governments and RegulatorsConducive Environment: Role of Governments and Regulators
Conducive Environment: Role of Governments and RegulatorsICMIF Microinsurance
 
Leading risk culture change webinar
Leading risk culture change webinarLeading risk culture change webinar
Leading risk culture change webinarFERMA
 
The role of International Financial Institutions to promote microsavings. gua...
The role of International Financial Institutions to promote microsavings. gua...The role of International Financial Institutions to promote microsavings. gua...
The role of International Financial Institutions to promote microsavings. gua...Guadalupe de la Mata
 
Sustaining micro insurance through innovations
Sustaining micro insurance through innovationsSustaining micro insurance through innovations
Sustaining micro insurance through innovationsVenkatesh Ganapathy
 
Credit risk off shoring
Credit risk off shoringCredit risk off shoring
Credit risk off shoringVenkat Iyer
 

Similar to Discussion points (20)

Is Insurance a Maladaptation?
Is Insurance a Maladaptation?Is Insurance a Maladaptation?
Is Insurance a Maladaptation?
 
Ishmael Sunga: Farmers' experiences and needs from insurance
Ishmael Sunga: Farmers' experiences and needs from insuranceIshmael Sunga: Farmers' experiences and needs from insurance
Ishmael Sunga: Farmers' experiences and needs from insurance
 
Innovations in agricultural insurance: Lessons learnt about managing smallhol...
Innovations in agricultural insurance: Lessons learnt about managing smallhol...Innovations in agricultural insurance: Lessons learnt about managing smallhol...
Innovations in agricultural insurance: Lessons learnt about managing smallhol...
 
Group Based Index Insurance
Group Based Index InsuranceGroup Based Index Insurance
Group Based Index Insurance
 
Day2_Theme2_Samyuktha Kannan
Day2_Theme2_Samyuktha KannanDay2_Theme2_Samyuktha Kannan
Day2_Theme2_Samyuktha Kannan
 
Selling weather index insurance to farmers in ethiopia lessons learned
Selling weather index insurance to farmers in ethiopia  lessons learnedSelling weather index insurance to farmers in ethiopia  lessons learned
Selling weather index insurance to farmers in ethiopia lessons learned
 
Kayleigh Baker - Unlocking Investment and Finance in EMDEs Final Project
Kayleigh Baker -  Unlocking Investment and Finance in EMDEs Final ProjectKayleigh Baker -  Unlocking Investment and Finance in EMDEs Final Project
Kayleigh Baker - Unlocking Investment and Finance in EMDEs Final Project
 
Achema and Insurance for Development
Achema and Insurance for DevelopmentAchema and Insurance for Development
Achema and Insurance for Development
 
Materi kuliah asuransi syariah
Materi kuliah   asuransi syariahMateri kuliah   asuransi syariah
Materi kuliah asuransi syariah
 
Materi kuliah asuransi syariah
Materi kuliah   asuransi syariahMateri kuliah   asuransi syariah
Materi kuliah asuransi syariah
 
An applied information economics approach to assessing resilience in the Horn...
An applied information economics approach to assessing resilience in the Horn...An applied information economics approach to assessing resilience in the Horn...
An applied information economics approach to assessing resilience in the Horn...
 
Terry Miller, Transport Risk Management
Terry Miller, Transport Risk Management Terry Miller, Transport Risk Management
Terry Miller, Transport Risk Management
 
Webinar on Bundling agriculture index insurance with financial and non financ...
Webinar on Bundling agriculture index insurance with financial and non financ...Webinar on Bundling agriculture index insurance with financial and non financ...
Webinar on Bundling agriculture index insurance with financial and non financ...
 
Webinar on Meso-level distribution: Opportunities and challenges
Webinar on Meso-level distribution: Opportunities and challengesWebinar on Meso-level distribution: Opportunities and challenges
Webinar on Meso-level distribution: Opportunities and challenges
 
Conducive Environment: Role of Governments and Regulators
Conducive Environment: Role of Governments and RegulatorsConducive Environment: Role of Governments and Regulators
Conducive Environment: Role of Governments and Regulators
 
Leading risk culture change webinar
Leading risk culture change webinarLeading risk culture change webinar
Leading risk culture change webinar
 
The role of International Financial Institutions to promote microsavings. gua...
The role of International Financial Institutions to promote microsavings. gua...The role of International Financial Institutions to promote microsavings. gua...
The role of International Financial Institutions to promote microsavings. gua...
 
Sustaining micro insurance through innovations
Sustaining micro insurance through innovationsSustaining micro insurance through innovations
Sustaining micro insurance through innovations
 
Risk Whitepaper
Risk WhitepaperRisk Whitepaper
Risk Whitepaper
 
Credit risk off shoring
Credit risk off shoringCredit risk off shoring
Credit risk off shoring
 

More from 2020resilience

Building institutional capacity for information, monitroting and measurement ...
Building institutional capacity for information, monitroting and measurement ...Building institutional capacity for information, monitroting and measurement ...
Building institutional capacity for information, monitroting and measurement ...2020resilience
 
Building resilience by strengthening governance and accountability of post-di...
Building resilience by strengthening governance and accountability of post-di...Building resilience by strengthening governance and accountability of post-di...
Building resilience by strengthening governance and accountability of post-di...2020resilience
 
Understanding resilience and coping with a world of shocks
Understanding resilience and coping with a world of shocksUnderstanding resilience and coping with a world of shocks
Understanding resilience and coping with a world of shocks2020resilience
 
Lessons from Innovation in Microinsurance in India
Lessons from Innovation in Microinsurance in IndiaLessons from Innovation in Microinsurance in India
Lessons from Innovation in Microinsurance in India2020resilience
 
Coping Up with Disasters
Coping Up with DisastersCoping Up with Disasters
Coping Up with Disasters2020resilience
 
Flood and Watershed Management: Dealing with Natural Disasters
Flood and Watershed Management: Dealing with Natural DisastersFlood and Watershed Management: Dealing with Natural Disasters
Flood and Watershed Management: Dealing with Natural Disasters2020resilience
 
Bangladesh Climate Vulnerability: Floods and Cyclones
Bangladesh Climate Vulnerability: Floods and CyclonesBangladesh Climate Vulnerability: Floods and Cyclones
Bangladesh Climate Vulnerability: Floods and Cyclones2020resilience
 
Building Resilience to Natural Disasters: Lessons from Indonesia
Building Resilience to Natural Disasters: Lessons from IndonesiaBuilding Resilience to Natural Disasters: Lessons from Indonesia
Building Resilience to Natural Disasters: Lessons from Indonesia2020resilience
 
Is Better Global Governance of the Food System the Answer to Improve Resilience?
Is Better Global Governance of the Food System the Answer to Improve Resilience?Is Better Global Governance of the Food System the Answer to Improve Resilience?
Is Better Global Governance of the Food System the Answer to Improve Resilience?2020resilience
 
Food Price Spikes: Dealing with International Shocks
Food Price Spikes: Dealing with International ShocksFood Price Spikes: Dealing with International Shocks
Food Price Spikes: Dealing with International Shocks2020resilience
 
Addressing Social, Health, Nutrition, and Political Shocks
Addressing Social, Health, Nutrition, and Political ShocksAddressing Social, Health, Nutrition, and Political Shocks
Addressing Social, Health, Nutrition, and Political Shocks2020resilience
 
Nutrition Security in Areas Prone to Political Conflict
Nutrition Security in Areas Prone to Political Conflict Nutrition Security in Areas Prone to Political Conflict
Nutrition Security in Areas Prone to Political Conflict 2020resilience
 
Refugees, Food Security, and Resilience in Host Communities.
Refugees, Food Security, and Resilience in Host Communities. Refugees, Food Security, and Resilience in Host Communities.
Refugees, Food Security, and Resilience in Host Communities. 2020resilience
 
Lessons Learned from Building Resilience in South Sudan
Lessons Learned from Building Resilience in South SudanLessons Learned from Building Resilience in South Sudan
Lessons Learned from Building Resilience in South Sudan2020resilience
 
Harnessing Ecosystem-Based Adaptation Approaches for Improved Resilience
Harnessing Ecosystem-Based Adaptation Approaches for Improved ResilienceHarnessing Ecosystem-Based Adaptation Approaches for Improved Resilience
Harnessing Ecosystem-Based Adaptation Approaches for Improved Resilience2020resilience
 
Low Tech Weather Monitoring for High Tech Resilience
Low Tech Weather Monitoring for High Tech ResilienceLow Tech Weather Monitoring for High Tech Resilience
Low Tech Weather Monitoring for High Tech Resilience2020resilience
 
How to Manage Shocks in the Supply Chain Involving Small Holder Farmers
How to Manage Shocks in the Supply Chain Involving Small Holder FarmersHow to Manage Shocks in the Supply Chain Involving Small Holder Farmers
How to Manage Shocks in the Supply Chain Involving Small Holder Farmers2020resilience
 
Resilience Policy: Some Notes From Ethiopias PSNP
Resilience Policy: Some Notes From Ethiopias PSNPResilience Policy: Some Notes From Ethiopias PSNP
Resilience Policy: Some Notes From Ethiopias PSNP2020resilience
 
Quake Lessons from China
Quake Lessons from ChinaQuake Lessons from China
Quake Lessons from China2020resilience
 
Nutrition and Resilience: A Common Agenda
Nutrition and Resilience: A Common AgendaNutrition and Resilience: A Common Agenda
Nutrition and Resilience: A Common Agenda2020resilience
 

More from 2020resilience (20)

Building institutional capacity for information, monitroting and measurement ...
Building institutional capacity for information, monitroting and measurement ...Building institutional capacity for information, monitroting and measurement ...
Building institutional capacity for information, monitroting and measurement ...
 
Building resilience by strengthening governance and accountability of post-di...
Building resilience by strengthening governance and accountability of post-di...Building resilience by strengthening governance and accountability of post-di...
Building resilience by strengthening governance and accountability of post-di...
 
Understanding resilience and coping with a world of shocks
Understanding resilience and coping with a world of shocksUnderstanding resilience and coping with a world of shocks
Understanding resilience and coping with a world of shocks
 
Lessons from Innovation in Microinsurance in India
Lessons from Innovation in Microinsurance in IndiaLessons from Innovation in Microinsurance in India
Lessons from Innovation in Microinsurance in India
 
Coping Up with Disasters
Coping Up with DisastersCoping Up with Disasters
Coping Up with Disasters
 
Flood and Watershed Management: Dealing with Natural Disasters
Flood and Watershed Management: Dealing with Natural DisastersFlood and Watershed Management: Dealing with Natural Disasters
Flood and Watershed Management: Dealing with Natural Disasters
 
Bangladesh Climate Vulnerability: Floods and Cyclones
Bangladesh Climate Vulnerability: Floods and CyclonesBangladesh Climate Vulnerability: Floods and Cyclones
Bangladesh Climate Vulnerability: Floods and Cyclones
 
Building Resilience to Natural Disasters: Lessons from Indonesia
Building Resilience to Natural Disasters: Lessons from IndonesiaBuilding Resilience to Natural Disasters: Lessons from Indonesia
Building Resilience to Natural Disasters: Lessons from Indonesia
 
Is Better Global Governance of the Food System the Answer to Improve Resilience?
Is Better Global Governance of the Food System the Answer to Improve Resilience?Is Better Global Governance of the Food System the Answer to Improve Resilience?
Is Better Global Governance of the Food System the Answer to Improve Resilience?
 
Food Price Spikes: Dealing with International Shocks
Food Price Spikes: Dealing with International ShocksFood Price Spikes: Dealing with International Shocks
Food Price Spikes: Dealing with International Shocks
 
Addressing Social, Health, Nutrition, and Political Shocks
Addressing Social, Health, Nutrition, and Political ShocksAddressing Social, Health, Nutrition, and Political Shocks
Addressing Social, Health, Nutrition, and Political Shocks
 
Nutrition Security in Areas Prone to Political Conflict
Nutrition Security in Areas Prone to Political Conflict Nutrition Security in Areas Prone to Political Conflict
Nutrition Security in Areas Prone to Political Conflict
 
Refugees, Food Security, and Resilience in Host Communities.
Refugees, Food Security, and Resilience in Host Communities. Refugees, Food Security, and Resilience in Host Communities.
Refugees, Food Security, and Resilience in Host Communities.
 
Lessons Learned from Building Resilience in South Sudan
Lessons Learned from Building Resilience in South SudanLessons Learned from Building Resilience in South Sudan
Lessons Learned from Building Resilience in South Sudan
 
Harnessing Ecosystem-Based Adaptation Approaches for Improved Resilience
Harnessing Ecosystem-Based Adaptation Approaches for Improved ResilienceHarnessing Ecosystem-Based Adaptation Approaches for Improved Resilience
Harnessing Ecosystem-Based Adaptation Approaches for Improved Resilience
 
Low Tech Weather Monitoring for High Tech Resilience
Low Tech Weather Monitoring for High Tech ResilienceLow Tech Weather Monitoring for High Tech Resilience
Low Tech Weather Monitoring for High Tech Resilience
 
How to Manage Shocks in the Supply Chain Involving Small Holder Farmers
How to Manage Shocks in the Supply Chain Involving Small Holder FarmersHow to Manage Shocks in the Supply Chain Involving Small Holder Farmers
How to Manage Shocks in the Supply Chain Involving Small Holder Farmers
 
Resilience Policy: Some Notes From Ethiopias PSNP
Resilience Policy: Some Notes From Ethiopias PSNPResilience Policy: Some Notes From Ethiopias PSNP
Resilience Policy: Some Notes From Ethiopias PSNP
 
Quake Lessons from China
Quake Lessons from ChinaQuake Lessons from China
Quake Lessons from China
 
Nutrition and Resilience: A Common Agenda
Nutrition and Resilience: A Common AgendaNutrition and Resilience: A Common Agenda
Nutrition and Resilience: A Common Agenda
 

Recently uploaded

भारत-रोम व्यापार.pptx, Indo-Roman Trade,
भारत-रोम व्यापार.pptx, Indo-Roman Trade,भारत-रोम व्यापार.pptx, Indo-Roman Trade,
भारत-रोम व्यापार.pptx, Indo-Roman Trade,Virag Sontakke
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
Pharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfPharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfMahmoud M. Sallam
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Sapana Sha
 
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPTECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPTiammrhaywood
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerunnathinaik
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting DataJhengPantaleon
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsanshu789521
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxmanuelaromero2013
 
Science lesson Moon for 4th quarter lesson
Science lesson Moon for 4th quarter lessonScience lesson Moon for 4th quarter lesson
Science lesson Moon for 4th quarter lessonJericReyAuditor
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Celine George
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxsocialsciencegdgrohi
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...Marc Dusseiller Dusjagr
 

Recently uploaded (20)

भारत-रोम व्यापार.pptx, Indo-Roman Trade,
भारत-रोम व्यापार.pptx, Indo-Roman Trade,भारत-रोम व्यापार.pptx, Indo-Roman Trade,
भारत-रोम व्यापार.pptx, Indo-Roman Trade,
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
Pharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdfPharmacognosy Flower 3. Compositae 2023.pdf
Pharmacognosy Flower 3. Compositae 2023.pdf
 
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111Call Girls in Dwarka Mor Delhi Contact Us 9654467111
Call Girls in Dwarka Mor Delhi Contact Us 9654467111
 
Staff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSDStaff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSD
 
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Bikash Puri  Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Bikash Puri Delhi reach out to us at 🔝9953056974🔝
 
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPTECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
ECONOMIC CONTEXT - LONG FORM TV DRAMA - PPT
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdfTataKelola dan KamSiber Kecerdasan Buatan v022.pdf
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
 
internship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developerinternship ppt on smartinternz platform as salesforce developer
internship ppt on smartinternz platform as salesforce developer
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
 
Presiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha electionsPresiding Officer Training module 2024 lok sabha elections
Presiding Officer Training module 2024 lok sabha elections
 
How to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptxHow to Make a Pirate ship Primary Education.pptx
How to Make a Pirate ship Primary Education.pptx
 
Science lesson Moon for 4th quarter lesson
Science lesson Moon for 4th quarter lessonScience lesson Moon for 4th quarter lesson
Science lesson Moon for 4th quarter lesson
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
 
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptxHistory Class XII Ch. 3 Kinship, Caste and Class (1).pptx
History Class XII Ch. 3 Kinship, Caste and Class (1).pptx
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
“Oh GOSH! Reflecting on Hackteria's Collaborative Practices in a Global Do-It...
 

Discussion points

  • 2. Index-based agricultural insurance offers much potential • Reduces the cost of assessing damage in spatially dispersed fields – the index triggers! • Reduces moral hazard: farmers cannot temper the trigger – independently verifiable • Addresses the challenge of risk covariance among farmers by covering wider area and multiple activities • Can reduce transaction costs by using risk aggregators (e.g., farmers groups, MFIs, value-chains etc)
  • 3. Too many pilots, too little scaling-up! • New concept to farmers – initial investment can be high • Trust (unlike credit, insurance collects money!) • Presence of informal insurance (not clear which way to plays out) • Heterogeneities among farmers: self-insurance (the better off) vs. credit constraint (the poor)
  • 4. Too many pilots, too little scaling-up! • Basis risk – reduces real value to the insured • Product design is complex (actuarial skills missing) and requires extensive data (missing) • Weak implementing stakeholder & available infrastructure (e.g., Meteorology) • Transferring risk internationally (linking to re- insurance) can be a nightmare!
  • 5. Discussion points  How can affordable insurance to smallholders at commercially viable and financially sustainable scale be achieved?  What are the key lessons learned?  What are the challenges to scaling-up?  What needs to be done? Research? Policy?