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Impact Assessment of
Technology: Economic
Surplus Approach
Praduman Kumar
Hon. Professor, IARI
pkumariari@gmail.com
Impact assessment indicators
• Efficiency
• Food security
• Sustainability
• Employment generation
• Institutional capacity
Impact of technology is assessed
at:
• Farm level
• Regional level
• National level
• Global level
Impact indicators at farm level
– Increase in average yield
- Increase in net income
– Decline in unit cost of production
– Enhance employment and labor productivity
– Price premium due to quality
– Increase of improved seed demand
– Household food & nutritional security
– Gender related issues
Regional level indicators
• Food production
• Sustainability of natural resources
• Food security
• Employment issues
• Equity issues
• Poverty
• Trade
• Inter- sectoral linkages
National level indicators
• Production
• Prices
• Trade
– Export
– Import
• Spill-over effect
• Sustainability of natural resources
Type of benefits
• Tangible benefits
• Intangible benefits
• Spillover benefits
Research Process
• When research started on new technology
• When the final product identified at
research station
• When the product was released on FLD
• When the seed production stared for large
scale adoption
• R& D gap period
• Adoption rate
Adoption Process
– When first adopted
– Extent of adoption pattern
– Adoption ceiling
Tracking adoption
• Breeder’s seed production
• Sale of improved seed.
• Farm level survey
Estimation
Adoption
(%)
Year
(A) Adoption Pattern
Economic surplus approach
• ESM is widely used for evaluating the
impact of technology on the economic
welfare of households
• The model can be applied to the
small/large open/closed economy within
the target domain of production
environment
0 Q0 Q1
Surplus distribution in the basic model of research benefits
Source : Alston, Norton and Pardey, p209
Price
S0
S1
b
a
cd
P0
P1
I0
I1
Quantity
Change in Consumer surplus
(CS = area P0 ab P1)
e
Change in Producer surplus
(PS = area P1 b I1 - area P0 a I0)
D
Estimation of Benefits
 0 0 1 0.5CS PQ Z Z  
  0 0 1 0.5PS PQ K Z Z   
 0 0 1 0.5TS CS PS PQ K Z      
where
K is the vertical shift of supply function expressed as a proportion
of the initial price,
 is the absolute value of the elasticity of demand
Z = Ke / (e + ) is the reduction in price, relative to its initial (i.e.,
pre-research) value, due to the supply shift.
e is the elasticity of supply.
Closed-economy model
Estimation of benefits from Improved technology
Benefits = K * P * Q * (1+0.5 Z * PED)
P is output price, Q is production, PED is price elasticity of
demand & PES is price elasticity of supply
K is supply shift due to Improved technology
Z is change in price due to Improved technoloy
• Reduction in marginal cost = Change in yield / PES
• Reduction in unit cost = Change in cost of inputs per ha /
(1+change in yield)
• Net cost change = Reduction in marginal cost – Reduction in
unit cost
• K = Net cost change * Probability of success in research *
adoption rate * depreciation rate of technology
• Z = K x PES / (PES+PED)
Base line information
• Target domain
• Base year area, yield, production and price
• Research and development lag in years
• Adoption and ceiling levels of improved tech
• Depreciation rate of improved technology
• Probability of success of research
• Own price elasticity of supply and demand
• Life of the project
• Investment on research
Supply and Demand Elasticities
• Crop Demand Supply
• Wheat -0.19 0.54
• Rice -0.23 0.33
• Chickpea -0.69 0.11
• Pigenpea -0.69 0.11
• Mustard -0.55 0.19
• Jowar -0.24 0.20
Cost and Benefits Stream
– Stream of cost
• Research
• Extension
– Stream of benefits
• With and without improved technology
• Before and after improved technology
(B) Expected flow of cost and benefits
Cost
Benefits
Year
Analysis for impact assessment of
improved carp strains
• Benefit-cost ratio
– Ratio of present worth of benefit stream and
the present worth of cost stream
• Net present value
– Present worth of the incremental net benefit
stream
• Internal rate of return
– Discount rate where net present worth of
benefit and costs equal to zero
• Pay back period
Discounting benefits and cost
 


n
t
t
i
CostBenefits
NPV
1 )1(
)(
t
Internal Rate of Return
 


n
t
tt
i
CB
IRR
1 )1( t
0
• Questions for the Project leaders.doc
Source of information
• Research investment to be obtained from
various research station (by considering the
salary of researchers, operational expenses and
overhead costs of research institutions).
• Information on adoption rate, spread of
adoption, ceiling levels, yield gain, cost savings
and price premium.
• The data can be derived from the field survey
and discussion with the research manager,
extension group, scientists and traders.
• Supply and demand elasticity's of commodity
can be taken from published literature.
• Help Line for data understanding.doc
Impact _Gudiline _example.doc
• Small economy Economic Surplus.XLS
• Large economy Economic Surplus.XLS
Economic Surplus
(BT_Bringel_NCAP_Sankt
Kumar).xls
• Impact Assessment of Jayanti Rohu in
India.XLS
• Impact of Jayanti Rohu.XLS
• final ivlp impact natp.xls
Output of IVLP Project
Total villages
Total farmers
No. of tech. inter.
No. of tech. assessed
No of tech. Refined
2000 2001 2002
3 3 3
1000 1000 1000
23 21 21
21 21 21
21 21 21
Twenty usable technological
interventions identified:
Socio-economic Impact of
IVLP
With NATP
cost
With NATP &
IARI Cost
Annual cost
(Rs.)
0.47 million 1.97million
NPV Rs. 36 million Rs. 30 million
BCR 16.5 4.6
IRR 82 35
Late Blight Resistant Potato in
India
• Yield gain 25%
• Price gain 20%
• Cost/ha +6.32
• R&D 9 years
• Prob of success 0.90
• Adoption 45% in 5years
• R&D cost 14.25 million rupees
• Area under potato 1.28 million hec
• Yield control 13.79 t/ha
• Price Rs 9180/tone, PES 0.4 PES =-0.3
Conclusions
•A number of promising technologies have been
refined/developed.
•Economic benefits presented for few projects
had shown that the rate of return from
investment in research under NATP are high.
•Provided policy guidance to research system
Limitation
•Close economy framework with
no spillover effects
•Data on production cost is week
•Analysis does not consider
research stock and its costs as
well extension cost
•Results are sensitive to demand
and supply elasticity
• FINAL PAPER IMPACT NATP_pk.doc
Late Blight Resistant Potato in
India
• Yield gain 25%
• Price gain 20%
• Cost/ha +6.32
• R&D 9 years
• Prob of success 0.90
• Adoption 45% in 5years
• R&D cost 14.25 million rupees
• Area under potato 1.28 million hec
• Yield control 13.79 t/ha
• Price Rs 9180/tone, PES 0.4 PES =-0.3
Readings ofTFP & Impact
studies.doc

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ICAR-IFPRI: Measurement of Economic Surplus : P Kumar

  • 1. Impact Assessment of Technology: Economic Surplus Approach Praduman Kumar Hon. Professor, IARI pkumariari@gmail.com
  • 2. Impact assessment indicators • Efficiency • Food security • Sustainability • Employment generation • Institutional capacity
  • 3. Impact of technology is assessed at: • Farm level • Regional level • National level • Global level
  • 4. Impact indicators at farm level – Increase in average yield - Increase in net income – Decline in unit cost of production – Enhance employment and labor productivity – Price premium due to quality – Increase of improved seed demand – Household food & nutritional security – Gender related issues
  • 5. Regional level indicators • Food production • Sustainability of natural resources • Food security • Employment issues • Equity issues • Poverty • Trade • Inter- sectoral linkages
  • 6. National level indicators • Production • Prices • Trade – Export – Import • Spill-over effect • Sustainability of natural resources
  • 7. Type of benefits • Tangible benefits • Intangible benefits • Spillover benefits
  • 8. Research Process • When research started on new technology • When the final product identified at research station • When the product was released on FLD • When the seed production stared for large scale adoption • R& D gap period • Adoption rate
  • 9. Adoption Process – When first adopted – Extent of adoption pattern – Adoption ceiling
  • 10. Tracking adoption • Breeder’s seed production • Sale of improved seed. • Farm level survey
  • 12. Economic surplus approach • ESM is widely used for evaluating the impact of technology on the economic welfare of households • The model can be applied to the small/large open/closed economy within the target domain of production environment
  • 13. 0 Q0 Q1 Surplus distribution in the basic model of research benefits Source : Alston, Norton and Pardey, p209 Price S0 S1 b a cd P0 P1 I0 I1 Quantity Change in Consumer surplus (CS = area P0 ab P1) e Change in Producer surplus (PS = area P1 b I1 - area P0 a I0) D
  • 14. Estimation of Benefits  0 0 1 0.5CS PQ Z Z     0 0 1 0.5PS PQ K Z Z     0 0 1 0.5TS CS PS PQ K Z       where K is the vertical shift of supply function expressed as a proportion of the initial price,  is the absolute value of the elasticity of demand Z = Ke / (e + ) is the reduction in price, relative to its initial (i.e., pre-research) value, due to the supply shift. e is the elasticity of supply.
  • 15. Closed-economy model Estimation of benefits from Improved technology Benefits = K * P * Q * (1+0.5 Z * PED) P is output price, Q is production, PED is price elasticity of demand & PES is price elasticity of supply K is supply shift due to Improved technology Z is change in price due to Improved technoloy • Reduction in marginal cost = Change in yield / PES • Reduction in unit cost = Change in cost of inputs per ha / (1+change in yield) • Net cost change = Reduction in marginal cost – Reduction in unit cost • K = Net cost change * Probability of success in research * adoption rate * depreciation rate of technology • Z = K x PES / (PES+PED)
  • 16. Base line information • Target domain • Base year area, yield, production and price • Research and development lag in years • Adoption and ceiling levels of improved tech • Depreciation rate of improved technology • Probability of success of research • Own price elasticity of supply and demand • Life of the project • Investment on research
  • 17. Supply and Demand Elasticities • Crop Demand Supply • Wheat -0.19 0.54 • Rice -0.23 0.33 • Chickpea -0.69 0.11 • Pigenpea -0.69 0.11 • Mustard -0.55 0.19 • Jowar -0.24 0.20
  • 18. Cost and Benefits Stream – Stream of cost • Research • Extension – Stream of benefits • With and without improved technology • Before and after improved technology
  • 19. (B) Expected flow of cost and benefits Cost Benefits Year
  • 20. Analysis for impact assessment of improved carp strains • Benefit-cost ratio – Ratio of present worth of benefit stream and the present worth of cost stream • Net present value – Present worth of the incremental net benefit stream • Internal rate of return – Discount rate where net present worth of benefit and costs equal to zero • Pay back period
  • 21. Discounting benefits and cost     n t t i CostBenefits NPV 1 )1( )( t Internal Rate of Return     n t tt i CB IRR 1 )1( t 0
  • 22. • Questions for the Project leaders.doc
  • 23. Source of information • Research investment to be obtained from various research station (by considering the salary of researchers, operational expenses and overhead costs of research institutions). • Information on adoption rate, spread of adoption, ceiling levels, yield gain, cost savings and price premium. • The data can be derived from the field survey and discussion with the research manager, extension group, scientists and traders. • Supply and demand elasticity's of commodity can be taken from published literature.
  • 24. • Help Line for data understanding.doc
  • 26. • Small economy Economic Surplus.XLS • Large economy Economic Surplus.XLS
  • 28. • Impact Assessment of Jayanti Rohu in India.XLS • Impact of Jayanti Rohu.XLS
  • 29. • final ivlp impact natp.xls
  • 30. Output of IVLP Project Total villages Total farmers No. of tech. inter. No. of tech. assessed No of tech. Refined 2000 2001 2002 3 3 3 1000 1000 1000 23 21 21 21 21 21 21 21 21 Twenty usable technological interventions identified:
  • 31. Socio-economic Impact of IVLP With NATP cost With NATP & IARI Cost Annual cost (Rs.) 0.47 million 1.97million NPV Rs. 36 million Rs. 30 million BCR 16.5 4.6 IRR 82 35
  • 32. Late Blight Resistant Potato in India • Yield gain 25% • Price gain 20% • Cost/ha +6.32 • R&D 9 years • Prob of success 0.90 • Adoption 45% in 5years • R&D cost 14.25 million rupees • Area under potato 1.28 million hec • Yield control 13.79 t/ha • Price Rs 9180/tone, PES 0.4 PES =-0.3
  • 33. Conclusions •A number of promising technologies have been refined/developed. •Economic benefits presented for few projects had shown that the rate of return from investment in research under NATP are high. •Provided policy guidance to research system
  • 34. Limitation •Close economy framework with no spillover effects •Data on production cost is week •Analysis does not consider research stock and its costs as well extension cost •Results are sensitive to demand and supply elasticity
  • 35. • FINAL PAPER IMPACT NATP_pk.doc
  • 36. Late Blight Resistant Potato in India • Yield gain 25% • Price gain 20% • Cost/ha +6.32 • R&D 9 years • Prob of success 0.90 • Adoption 45% in 5years • R&D cost 14.25 million rupees • Area under potato 1.28 million hec • Yield control 13.79 t/ha • Price Rs 9180/tone, PES 0.4 PES =-0.3
  • 37. Readings ofTFP & Impact studies.doc