aamp training materials module 1.3: profitability of fertilizer shahidur rashid and nick minot...

40
AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) [email protected], [email protected]

Upload: candace-baldwin

Post on 23-Dec-2015

214 views

Category:

Documents


1 download

TRANSCRIPT

Page 1: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

AAMP Training MaterialsModule 1.3: Profitability of Fertilizer

Shahidur Rashid and Nick Minot (IFPRI)

[email protected], [email protected]

Page 2: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Module Outline

• Objectives• Background Materials• Fertilizer Profitability, Case Studies and Exercises• Fertilizer Crop Model Exercises• Conclusions

Page 3: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Objectives

• Assess farm-level profitability of fertilizer use– Fertilizer cost components– Output response of fertilizer applications– Profitability of fertilizer use– Risk and the value/cost ratio (VCR)

• Use Fertilizer Response Model– Evaluate the impact of price and policy changes on fertilizer use,

crop output, and consumer and producer benefits

Page 4: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Background Material

• Review of markets & prices• From cost curves to the supply curve

Page 5: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Markets and Prices

Market Price

Process of exchange Outcome

Q: What determines the process of exchange?

Page 6: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Demand & Supply

Consumers maximize satisfaction from what they

buy given their income

DEMAND

Producers maximize their profits given certain

technology

SUPPLY

PRICE

Page 7: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

From Cost Curves to the Supply Curve

Average Total Cost (ATC) is a firm’s total cost divided by the quantity produced.

Marginal Cost (MC) is the change in total cost for a change in output, or the cost of the “next” unit produced. A firm’s MC also acts as its supply curve.

Page 8: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

The Individual Firm and the Market

Page 9: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer Profitability

• Fertilizer cost • Crop response to fertilizer application• Profitability of fertilizer use• Risk and the value/cost ratio• Exercises on fertilizer profitability

Page 10: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer cost build ups

Page 11: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Case study of maize profitability

Page 12: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer responsiveness on maize (maize yields (qt/ha)

Page 13: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Ethiopia Fertilizer – Yield Response Elasticities

Page 14: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Key Factors Behind Fertilizer Profitability

Fertilizer Price

Output Price

Current Yield

Level of Use

Lack of Public Goods

Highly Variable

Weather Uncertain

Transaction Costs

RISK

High Prices

Page 15: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Value/cost ratio (VCR)

VCR = value of increased crop output

cost of fertilizer applied

= P(crop)*Q(additional crop production) P(fert)*Q(fertilizer applied)

Page 16: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Risk and fertilizer use

• Fertilizer use is highly risky in Africa because of highly variable weather

• Drought crop losses• Drought heavy financial losses when purchased

inputs (like fertilizer) applied

Page 17: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Risk and VCR

• Rule of thumb: given normal risks, VCR > 2 necessary for farmers to use fertilizer

• High risk production environments: VCR > 3-4 necessary for farmers to use fertilizer

Page 18: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer Profitability Example

• Elasticity estimate for fertilizer response = 2.6– Therefore, a 10% increase in fertilizer use 2.6% increase in

yield response

• Average fertilizer use is 80kg/ha, so…– 10% increase in fertilizer use 8kg/ha additional use of fertilizer– Cost of additional fertilizer = 8kg * 4 Birr/kg = 32 Birr

• Average yield is 1700 kg/ha. Using our elasticity estimate,– Expect a 2.6% increase in additional output 44.2 kg/ha– Additional value of extra production 44.2 kg/ha * 2.5 Birr/kg =

110 Birr/ha

• Extra revenue due to fertilizer 110.5 – 32 = 78.5 Birr

Page 19: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Profitability Exercise 1

• Question 1: Given the data above, will it be profitable for a farmer to increase fertilizer use by 10%

Exercise 1 Data

Maize production per hectare 1000 kg

Maize price 2.67 Birr/kg

Average fertilizer use 80 kg/ha

Fertilizer price 5 Birr/kg

Fertilizer response elasticity 0.3

Page 20: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Profitability Exercise 2

• Question 2: Suppose the country increases fertilizer use by 20%, which leads to a 6% increase in maize supply. If the price elasticity of supply is 0.5, what will happen to maize price? What will happen to profitability?

Exercise 2 Data

Maize production 1,000,000 MT

Maize price 2.67 Birr / kg

% increase in maize production 6%

% increase in fertilizer use 20%

Fertilizer price 5 Birr/kg

Price elasticity of supply 0.5

Average fertilizer use 80 kg/ha

Page 21: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Using a Fertilizer Crop Model

• Review– What is a model?– Example of a simple model

• Comparative Statics• Understand fertilizer response curve• Discuss crop supply and demand

Page 22: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

What is a model?

• A model is a set of equations that represents some aspect of reality and converts data and assumptions into useful results.

Page 23: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Example of a simple model

Page 24: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Comparative statics

• Running a model repeatedly with some difference and comparing results

Base assumptionsBase data

Model

Base results

Alternative assumptions

Alternative data

Model

Alternative results

Example: If we could increase our speed from 60 to 70 kph, it would take us15% less time or 6.7 hours.

Page 25: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

A fertilizer-crop model

Assumptions: relationship between fertilizer use and crop yield, farmer behavior and elasticity of demand.

Data: current crop production, crop consumption, crop price, fertilizer price (before subsidy), subsidy rate, & fertilizer use.

Model

Results: fertilizer use, crop production, crop consumption, & crop price, given a change in data or assumptions

Page 26: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer response curve

• Yield is positive even with no fertilizer

• Yield rises with more fertilizer, but the rate of increase declines

• Too much fertilizer will reduce yield

Page 27: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer response curve

• a is the yield with no fertilizer (a>0)

• b determines the steepness of the curve at the beginning (b>0)

• c determines how quickly it turns down (c<0)

Yield = a + b*F + c*F2

Page 28: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer response curve (in value terms)

• If we multiply yield by crop price, we get the curve of the value of production per hectare

• It has the same shape

• We can add cost of fertilizer per hectare (red line)

• Profit from using fertilizer is vertical distance

Profit

Page 29: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer response curve (in value terms)

• Black box maximizes yield

• Blue box maximizes profit

• Red box is where a risk-averse farmer might choose to produce

Page 30: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer response curve (in value terms)

• Fertilizer subsidy lowers the angle of the red line (dashed red line)

• This increases optimum amount of fertilizer and increases yield

Page 31: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer supply and demand

• Fertilizer subsidy lowers the retail price (red lines)

• This increases fertilizer use from 25 to 33 kg/ha

Page 32: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Crop supply and demand

• Fertilizer subsidy increases crop supply (shift to right)

• This lowers price if non-tradable

Page 33: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Crop supply and demand

• Benefit to consumers is reduction in price multiplied by quantity consumed

• Benefit to farmers: is area between supply curves (red) below equilibrium price

Page 34: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer Response Exercises (Notes)

• Only yellow cells should be changed• Generally we want to change the “after” cells so we can

compare “before” and “after” results• Don’t forget to return changed numbers to their original

values before doing the next exercise.• The model does not account for rationing, late delivery,

targeting, leakage, rent seeking, or differences between farmers and regions etc. Nor has it been calibrated using real-world data. Therefore, it should be considered a training tool, nothing more.

Page 35: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer Response Exercises

1. Evaluate the effect of a new seed variety that is more responsive to fertilizer. – Change the “b” coefficient (cell E14) from 25 to 30.

2. What is the effect of a new seed variety that gives a higher yield without fertilizer, but gives same response to fertilizer?– Change the “a” coefficient to 900, but leave “b” and “c” as is.

3. What is the effect of an increase in the crop price on fertilizer use?– Change the crop price from US $250 to US $300.

Page 36: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer Response Exercises

4. What would be the effect of a program that made farmers less risk averse?– Reduce the VCR (Cell E11) from 2 to 1.5

5. What is the effect of a 40% subsidy on fertilizer utilization? Do farmers use more or less than the economic optimum? What about 50%? And 60%? Which gives the largest net impact on the country?

6. Suppose farmers were not risk averse and were economically rational. What is the net impact of a fertilizer subsidy?

– Hint: set VCR=1 in before and after columns.

Page 37: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Fertilizer Response Exercises

7. What is the net effect of a 50% fertilizer subsidy if the administrative costs are 40% of the direct subsidy costs? How about 50% or 60%?

8. What is the distribution of gains from a fertilizer subsidy between farmers and consumers? Why is one larger than the other? What would be the distribution be if the demand for the crop were highly elastic (e.g. elasticity of demand=-20)? What kind of crops have a highly elastic demand?

Page 38: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Conclusions

• In order to simulate impact of fertilizer policies, one needs:– Data on current use by crop and yield responsiveness– Estimates of supply and demand elasticities for fertilizer & crop– Assumptions about farmer decision making process (what is

minimum VCR?)

• Fertilizer demand can be affected by:– Yield response of crop (maize & rice respond more than cassava)– Yield response of variety (modern varieties respond more)– Price of fertilizer (subsidy or lower price higher demand) – Risk aversion of farmers (lower risk aversion higher demand) – Crop price (higher price makes fertilizer more profitable)

Page 39: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

Conclusions

• Increased fertilizer use causes:– Increase in supply of crop with benefits to farmers– Reduced price of crop (if non-tradable) with benefits to consumers

• Distribution of benefits of higher fertilizer use depends on elasticity of demand for the final output (maize, cotton, etc)– Inelastic crop demand means price falls more, larger benefits for

consumers, smaller benefits for farmers– More elastic crop demand means price falls less, smaller benefits

for consumers, larger benefit for farmers– If tradable crop, price fixed by world markets and no benefits for

consumers, all benefits to farmers

Page 40: AAMP Training Materials Module 1.3: Profitability of Fertilizer Shahidur Rashid and Nick Minot (IFPRI) s.rashid@cgiar.org, n.minot@cgiar.org

References

• Kelly, V. 2006. Factors affecting the demand for fertilizer in sub-Saharan Africa.” ARD Discussion Paper No. 23. The World Bank. Washington, DC. http://siteresources.worldbank.org/INTARD/Resources/ARD_DP23_FINAL.pdf

• Morris, M. et al. 2007. Fertilizer use in Africa. The World Bank. Washington, DC. http://www-wds.worldbank.org/external/default/WDSContentServer/WDSP/IB/2007/03/15/000310607_20070315153201/Rendered/PDF/390370AFR0Fert101OFFICIAL0USE0ONLY1.pdf