SlideShare a Scribd company logo
1 of 18
Download to read offline
Introduction Methodology Data Results Conclusions
Are farmers willing to pay for drought
tolerant rice?
Evidence from Bihar, India
Patrick S. Ward
International Food Policy Research Institute
19 May 2014
Introduction Methodology Data Results Conclusions
Are farmers willing to pay for drought-tolerant rice?
Evidence from Bihar, India
Aims and objectives
Estimate demand for drought-tolerant rice in Bihar using
well-structured discrete choice experiments
Gain a better understanding for the traits valued by
farmers in choosing rice seeds
Explore variation in demand and the potential for market
segmentation, subsidy targeting, etc.
Analyze potential for private/public sector involvement in
the delivery of pro-poor technologies
Introduction Methodology Data Results Conclusions
Motivation
How do we combine efforts to incentivize private sector
innovation with efforts to reach small-scale, resource-poor
farmers?
Humanitarian use exemptions
Ex: Golden Rice for Vitamin A-deficient women and
children
Technology subsidies
Ex: Human and animal vaccines
Technology embodiment
Ex: open-pollinated varieties of Bt eggplant
Market segmentation
Ex: Microfinance services
Introduction Methodology Data Results Conclusions
Droughts and rice production in India
Droughts present a significant constraint to rice production
(Pandey et al., 2007; Serraj et al., 2009)
India has 22.3 million ha of unfavorable areas:
6.3 million ha. of upland rice
16 million ha. of rainfed lowland rice
20% of India’s total land area is drought prone
Evidence suggests that droughts have been occurring with
greater frequency in India since the beginning of the 20th
century (World Bank, 2008)
When droughts occur, rice production is significantly
affected
Introduction Methodology Data Results Conclusions
Droughts and rice production in India
Introduction Methodology Data Results Conclusions
Droughts and area under rice production
Introduction Methodology Data Results Conclusions
Droughts and rice yields
Introduction Methodology Data Results Conclusions
Social consequences of droughts
Direct effects are often accompanied by secondary effects:
Lower farm incomes
Higher food prices for consumers
Increased indebtedness
Asset depletion
Poverty and malnutrition
Drought risk reduces productivity even in favorable years
because farmers avoid investing in inputs when they fear
crop loss (Pandey et al., 2007)
Introduction Methodology Data Results Conclusions
Drought-tolerant rice: Current developments and
challenges
DT rice may present a means of avoiding the increasing
threats of droughts
Productivity-enhancing (yield variability reducing) rather
than purely productivity-increasing (yield increasing)
IRRI Sahbhagi dhan:
Released in 2009 in Jharkhand and Odisha
Tolerant under drought stress
Yield advantage of 29% and 19% over check varieties in
rainfed drought-affected conditions
Maintains yield advantage even under severe drought
No yield penalty under normal conditions
Yield advantage of 23% and 31% over check varieties under
non-stressed conditions
Introduction Methodology Data Results Conclusions
Challenges to DT adoption
Benefits of DT may not be evident at all levels of stress
Under normal or irrigated conditions, DT may not perform
differently than non-DT
At severe stress levels, DT may be indistinguishable from
non-DT
Moderate drought stress is best for learning about benefits
Complicates learning about DT
Introduction Methodology Data Results Conclusions
Methodology
Choice experiments are designed to
Ascertain how consumers evaluate purchasing options
Evaluate demand for goods that consumers may not be
familiar with or for which markets do not exist
Closely simulate real-world purchasing decisions
Introduction Methodology Data Results Conclusions
Choice tasks
Introduction Methodology Data Results Conclusions
Sample Districts
Introduction Methodology Data Results Conclusions
Rainfall Deficiencies–2012 Kharif
Introduction Methodology Data Results Conclusions
Results: Willingness to pay for rice seed characteristics
Introduction Methodology Data Results Conclusions
Observations
Demand for DT hybrid far less sensitive to price than
demand for DT inbred
Small reduction in price for DT hybrid not likely to have a
large effect on DT hybrid demand
Significant differences in demand patterns for two seeds
Demand for DT hybrid reveals much greater variation
Demand for DT inbred does not vary a great deal
Potential market segmentation
Roles for both public and private sector engagement in
discovery, development and delivery of DT seeds
Introduction Methodology Data Results Conclusions
Conclusions
Farmers are largely willing to pay a high premium for
quality seeds.
Farmers in our sample prefer reduction in yield variability
offered by DT seeds.
They are also willing to pay more for seeds that offered
yield advantage even under normal conditions (no yield
penalty).
A significant segment of the market values the yields and
lower seeding rates conferred by hybrid seeds, and the
market for inbreds and hybrids can coexist.
Results imply a role for both private sector DT hybrids and
low-cost DT inbreds through public sector R& D.
Introduction Methodology Data Results Conclusions
Thank you!
p.ward@cgiar.org

More Related Content

More from International Food Policy Research Institute- South Asia Office

More from International Food Policy Research Institute- South Asia Office (20)

9. Malavika Dadlani_1.pdf
9. Malavika Dadlani_1.pdf9. Malavika Dadlani_1.pdf
9. Malavika Dadlani_1.pdf
 
7. Neeru Bhooshan.pdf
7. Neeru Bhooshan.pdf7. Neeru Bhooshan.pdf
7. Neeru Bhooshan.pdf
 
4. Raj Ganesh.pdf
4. Raj Ganesh.pdf4. Raj Ganesh.pdf
4. Raj Ganesh.pdf
 
11. Surinder K Tikoo_1.pdf
11. Surinder K Tikoo_1.pdf11. Surinder K Tikoo_1.pdf
11. Surinder K Tikoo_1.pdf
 
3. DK Yadava.pdf
3. DK Yadava.pdf3. DK Yadava.pdf
3. DK Yadava.pdf
 
14. Paresh Verma_1.pdf
14. Paresh Verma_1.pdf14. Paresh Verma_1.pdf
14. Paresh Verma_1.pdf
 
5. Ram Kaundinya.pdf
5. Ram Kaundinya.pdf5. Ram Kaundinya.pdf
5. Ram Kaundinya.pdf
 
1. Dr Anjani.pdf
1. Dr Anjani.pdf1. Dr Anjani.pdf
1. Dr Anjani.pdf
 
2. David Spielman.pdf
2. David Spielman.pdf2. David Spielman.pdf
2. David Spielman.pdf
 
GFPR 2021 South Asia Launch Ppt - Dr. Shahidur Rashid
GFPR 2021 South Asia Launch Ppt - Dr. Shahidur RashidGFPR 2021 South Asia Launch Ppt - Dr. Shahidur Rashid
GFPR 2021 South Asia Launch Ppt - Dr. Shahidur Rashid
 
GFPR 2021 South Asia Launch Ppt - Dr. Johan Swinnen
GFPR 2021 South Asia Launch Ppt - Dr. Johan SwinnenGFPR 2021 South Asia Launch Ppt - Dr. Johan Swinnen
GFPR 2021 South Asia Launch Ppt - Dr. Johan Swinnen
 
Book Launch : Agricultural Transformation in Nepal: Trends, Prospects and Pol...
Book Launch : Agricultural Transformation in Nepal: Trends, Prospects and Pol...Book Launch : Agricultural Transformation in Nepal: Trends, Prospects and Pol...
Book Launch : Agricultural Transformation in Nepal: Trends, Prospects and Pol...
 
Understanding the landscape of pulse policy in India and implications for trade
Understanding the landscape of pulse policy in India and implications for tradeUnderstanding the landscape of pulse policy in India and implications for trade
Understanding the landscape of pulse policy in India and implications for trade
 
IFPRI-ICAR_TCI - land ownership and tenurial arrangements, T Haque, NITI Aayog
IFPRI-ICAR_TCI - land ownership and tenurial arrangements, T Haque, NITI AayogIFPRI-ICAR_TCI - land ownership and tenurial arrangements, T Haque, NITI Aayog
IFPRI-ICAR_TCI - land ownership and tenurial arrangements, T Haque, NITI Aayog
 
ACIAR-IFPRI - Technological Innovations in CA Nachinery - H S Sidhu, BISA
ACIAR-IFPRI - Technological Innovations in CA Nachinery - H S Sidhu, BISAACIAR-IFPRI - Technological Innovations in CA Nachinery - H S Sidhu, BISA
ACIAR-IFPRI - Technological Innovations in CA Nachinery - H S Sidhu, BISA
 
ACIAR-IFPRI- Small Farmers and Large Farmers - Sampriti Baruah, irri
ACIAR-IFPRI- Small Farmers and Large Farmers - Sampriti Baruah, irriACIAR-IFPRI- Small Farmers and Large Farmers - Sampriti Baruah, irri
ACIAR-IFPRI- Small Farmers and Large Farmers - Sampriti Baruah, irri
 
ACIAR-IFPRI - Agricultural Mechanization in Nepal- Madhusudan Basnyat
ACIAR-IFPRI - Agricultural Mechanization in Nepal- Madhusudan BasnyatACIAR-IFPRI - Agricultural Mechanization in Nepal- Madhusudan Basnyat
ACIAR-IFPRI - Agricultural Mechanization in Nepal- Madhusudan Basnyat
 
ACIAR-IFPRI - Financing Agricultural Mechanization in India - Vinod Vidhyarthi
ACIAR-IFPRI - Financing Agricultural Mechanization in India - Vinod VidhyarthiACIAR-IFPRI - Financing Agricultural Mechanization in India - Vinod Vidhyarthi
ACIAR-IFPRI - Financing Agricultural Mechanization in India - Vinod Vidhyarthi
 
ACIAR - IFPRI - Women and conservation agricultural tools -case studies from ...
ACIAR - IFPRI - Women and conservation agricultural tools -case studies from ...ACIAR - IFPRI - Women and conservation agricultural tools -case studies from ...
ACIAR - IFPRI - Women and conservation agricultural tools -case studies from ...
 
ACIAR - IFPRI - Heterogeneity in male and female farmers’ preference for a cl...
ACIAR - IFPRI - Heterogeneity in male and female farmers’ preference for a cl...ACIAR - IFPRI - Heterogeneity in male and female farmers’ preference for a cl...
ACIAR - IFPRI - Heterogeneity in male and female farmers’ preference for a cl...
 

Recently uploaded

Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)eniolaolutunde
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfchloefrazer622
 
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
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Disha Kariya
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfsanyamsingh5019
 
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
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityGeoBlogs
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhikauryashika82
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...fonyou31
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3JemimahLaneBuaron
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 

Recently uploaded (20)

Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.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
 
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"Mattingly "AI & Prompt Design: The Basics of Prompt Design"
Mattingly "AI & Prompt Design: The Basics of Prompt Design"
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Sanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdfSanyam Choudhary Chemistry practical.pdf
Sanyam Choudhary Chemistry practical.pdf
 
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
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
Ecosystem Interactions Class Discussion Presentation in Blue Green Lined Styl...
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3Q4-W6-Restating Informational Text Grade 3
Q4-W6-Restating Informational Text Grade 3
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 

IFPRI- CSISA - Are Farmers Willing to Pay for Drought Tolerant Rice- Patrick Ward

  • 1. Introduction Methodology Data Results Conclusions Are farmers willing to pay for drought tolerant rice? Evidence from Bihar, India Patrick S. Ward International Food Policy Research Institute 19 May 2014
  • 2. Introduction Methodology Data Results Conclusions Are farmers willing to pay for drought-tolerant rice? Evidence from Bihar, India Aims and objectives Estimate demand for drought-tolerant rice in Bihar using well-structured discrete choice experiments Gain a better understanding for the traits valued by farmers in choosing rice seeds Explore variation in demand and the potential for market segmentation, subsidy targeting, etc. Analyze potential for private/public sector involvement in the delivery of pro-poor technologies
  • 3. Introduction Methodology Data Results Conclusions Motivation How do we combine efforts to incentivize private sector innovation with efforts to reach small-scale, resource-poor farmers? Humanitarian use exemptions Ex: Golden Rice for Vitamin A-deficient women and children Technology subsidies Ex: Human and animal vaccines Technology embodiment Ex: open-pollinated varieties of Bt eggplant Market segmentation Ex: Microfinance services
  • 4. Introduction Methodology Data Results Conclusions Droughts and rice production in India Droughts present a significant constraint to rice production (Pandey et al., 2007; Serraj et al., 2009) India has 22.3 million ha of unfavorable areas: 6.3 million ha. of upland rice 16 million ha. of rainfed lowland rice 20% of India’s total land area is drought prone Evidence suggests that droughts have been occurring with greater frequency in India since the beginning of the 20th century (World Bank, 2008) When droughts occur, rice production is significantly affected
  • 5. Introduction Methodology Data Results Conclusions Droughts and rice production in India
  • 6. Introduction Methodology Data Results Conclusions Droughts and area under rice production
  • 7. Introduction Methodology Data Results Conclusions Droughts and rice yields
  • 8. Introduction Methodology Data Results Conclusions Social consequences of droughts Direct effects are often accompanied by secondary effects: Lower farm incomes Higher food prices for consumers Increased indebtedness Asset depletion Poverty and malnutrition Drought risk reduces productivity even in favorable years because farmers avoid investing in inputs when they fear crop loss (Pandey et al., 2007)
  • 9. Introduction Methodology Data Results Conclusions Drought-tolerant rice: Current developments and challenges DT rice may present a means of avoiding the increasing threats of droughts Productivity-enhancing (yield variability reducing) rather than purely productivity-increasing (yield increasing) IRRI Sahbhagi dhan: Released in 2009 in Jharkhand and Odisha Tolerant under drought stress Yield advantage of 29% and 19% over check varieties in rainfed drought-affected conditions Maintains yield advantage even under severe drought No yield penalty under normal conditions Yield advantage of 23% and 31% over check varieties under non-stressed conditions
  • 10. Introduction Methodology Data Results Conclusions Challenges to DT adoption Benefits of DT may not be evident at all levels of stress Under normal or irrigated conditions, DT may not perform differently than non-DT At severe stress levels, DT may be indistinguishable from non-DT Moderate drought stress is best for learning about benefits Complicates learning about DT
  • 11. Introduction Methodology Data Results Conclusions Methodology Choice experiments are designed to Ascertain how consumers evaluate purchasing options Evaluate demand for goods that consumers may not be familiar with or for which markets do not exist Closely simulate real-world purchasing decisions
  • 12. Introduction Methodology Data Results Conclusions Choice tasks
  • 13. Introduction Methodology Data Results Conclusions Sample Districts
  • 14. Introduction Methodology Data Results Conclusions Rainfall Deficiencies–2012 Kharif
  • 15. Introduction Methodology Data Results Conclusions Results: Willingness to pay for rice seed characteristics
  • 16. Introduction Methodology Data Results Conclusions Observations Demand for DT hybrid far less sensitive to price than demand for DT inbred Small reduction in price for DT hybrid not likely to have a large effect on DT hybrid demand Significant differences in demand patterns for two seeds Demand for DT hybrid reveals much greater variation Demand for DT inbred does not vary a great deal Potential market segmentation Roles for both public and private sector engagement in discovery, development and delivery of DT seeds
  • 17. Introduction Methodology Data Results Conclusions Conclusions Farmers are largely willing to pay a high premium for quality seeds. Farmers in our sample prefer reduction in yield variability offered by DT seeds. They are also willing to pay more for seeds that offered yield advantage even under normal conditions (no yield penalty). A significant segment of the market values the yields and lower seeding rates conferred by hybrid seeds, and the market for inbreds and hybrids can coexist. Results imply a role for both private sector DT hybrids and low-cost DT inbreds through public sector R& D.
  • 18. Introduction Methodology Data Results Conclusions Thank you! p.ward@cgiar.org