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Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim Traore Oumar Guigemo Burkina Faso Bollgard II ® Socio-economic Study: Outcomes from 2011 Field Surveys
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Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim Traore Oumar Guigemo

Feb 23, 2016

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Burkina Faso Bollgard II ® Socio-economic Study : Outcomes from 2011 Field Surveys. Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim Traore Oumar Guigemo. Burkina Faso: Pioneering Bt Cotton in SSA Africa. Source: ISAAA 2011. Burkina Faso: Pioneering Bt Cotton in Africa. - PowerPoint PPT Presentation
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Page 1: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Jeffrey VitaleGaspard VognanMarc Ouattarra Karim Traore

Oumar Guigemo

Burkina FasoBollgard II ®

Socio-economic Study: Outcomes from 2011 Field Surveys

Page 2: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Burkina Faso: Pioneering Bt Cotton in SSA Africa

Source: ISAAA 2011.

Page 3: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Burkina Faso: Pioneering Bt Cotton in Africa

• What makes the Burkina Faso story unique?– Demonstrates the feasibility of introducing a GM crop

in a less developed country– Persistence and determination in an environment often

hostile to biotechnology and GM crops– Collaboration among diverse stakeholders, including

smallholder producers, private sector, and public sector

Page 4: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

1960

1963

1966

1969

1972

1975

1978

1981

1984

1987

1990

1993

1996

1999

2002

2005

2008

0

200

400

600

800

1,000

1,200

1,400

1,600

Yield

Year

Are

a (h

a)

Success -> StagnationPests, soil degradation, seed quality, land expansionFertilizer, pesticides, new varieties,

animal traction, extension services Initial contact between Burkina Faso & Monsanto

Page 5: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

The Burkina Faso Story: Origins

• Discontent and frustration with “conventional” pest control management

Vitale, Jeff
Now let's back to why we are here including how we got here.
Vitale, Jeff
Put in the 2000 french resistance
Page 6: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Conventional Pest Mgmt

• Conventional pest management is a spray-based regiment with 6 applications

• 4 sprays target bollworms (caterpillars) early in the season: endosulfans

• 2 sprays target piercing/sucking (aphids, whiteflies, etc.) later in the season: pyrethroidsThis management approach is termed “conventional cotton”.

Vitale, Jeff
Consider putting this in the data section. Yes move this slide to later on whenthe results are pbeing presented.
Vitale, Jeff
We'll have more to say about this later on.
Vitale, Jeff
Need to make the point here right from the beginning that "Nobody is very happy with conventional cotton. ..."
Page 7: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

The Burkina Faso Story: Origins

• Discontent and frustration with conventional pest methods: – Pest resistance to pyrethroids- return to endosulfans– Health risks and problems – More intensive use of pesticides → rising costs– Ineffective applications (wash-off, timing)– Crop damage and yield losses – Build-up of pest density from long-term cotton production

Vitale, Jeff
Now let's back to why we are here including how we got here.
Vitale, Jeff
Put in the 2000 french resistance
Page 8: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Health and Environmental Concerns

• Environmental and health concerns, particularly the use of endosulfans.– Reports of illness and even death– Children often at risk

Vitale, Jeff
What about through "pyrethroid" resistance
Page 9: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Pest Damage• Cotton yield losses due to insect pest damage on conventional

cotton range between 15% to 35% throughout West Africa, creating economic losses between $18 and $40 million in Burkina Faso

Cotton Boll damage

Vitale, Jeff
try to back out the total economic loss in a typical year over west africa.
jeffrdv
People are always throwing these numbers around but $40 million seems like a safe number to use.It's safe to say that we are in the 10's of millions of dollars.
Page 10: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Bollgard II in Burkina Faso • < 2003 Success -> Stagnation

• 2003-05 Confined Field Trials

• 2006 Demonstration Plots

• 2007 On-farm trials

• 2008 Limited Commercial release

• 2009-11 Large-Scale Commercial release

Initial contacts + all of the political capital required to legalize the testing of Bt cotton.

Biosafety protocols

Business model

Legal frameworks

Technical capacity

Vitale, Jeff
How did we get here???
Vitale, Jeff
Testing efficacy
Vitale, Jeff
Getting it out to prodcuers
Vitale, Jeff
all the while a lot of regulatory work preparing for commercial release
Page 11: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Testing & Evaluation: 2003-2007

Page 12: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Bollgard II in Burkina Faso • < 2003 Success -> Stagnation

• 2003-05 Confined Field Trials

• 2006 Demonstration Plots

• 2007 On-farm Trials

• 2008 Limited Commercial Release

• 2009-11 Large-Scale Commercial Release

Vitale, Jeff
How did we get here???
Vitale, Jeff
Testing efficacy
Vitale, Jeff
Getting it out to prodcuers
Vitale, Jeff
all the while a lot of regulatory work preparing for commercial release
Page 13: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Burkina Faso: Commercial Use of Bt Cotton

2009 2010 2011 Average0

50,000100,000150,000200,000250,000300,000350,000400,000450,000500,000

31%

66% 59%52%

BtTotal

Year

Area

(ha)

Page 14: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Purpose

• Report findings from 2011 field surveys of 548 cotton producers conducted in Burkina Faso

• Measure the economic impacts of Bollgard II on:– Production cost– Yield– Profit– Size and distribution of benefits among stakeholders

• Assess impacts of pesticide use on human health – Poisoning incidents– Pesticide handling practices

jeffrdv
Still hasn't ben any mention of Bt cotton introduction yet.
jeffrdv
Collected two major types of data. One was socio-economic data so that we could measure the economic impacts of Bollgard II.
jeffrdv
Need to keep working on this: Assess Health Impacts still seems awkward.
jeffrdv
Need to describe what the field surveys were intended for. right now it is just a generic expression.
Page 15: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Analysis & Outcomes from 2011 Field Survey

July through December, 2011

Page 16: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Data Analysis• Developed ANOVA models of cotton yield

using the following equation, its main effects, levels, and interaction terms:

Bt Conventional

0 1 2Manual< 1 ha

Small1 bullock pair

Large 2 or more bullock pairs

Yield = f(Gene, Farm_Type , Zone, Late Season Sprays)

SOFITEXFaso Cotton

Socoma

Page 17: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Cotton Zones

PoSOFITEX ≈ 80% production

SOCOMA ≈ 5% update these numbers using Doulayes numbers production

FASO COTTON ≈ 15% production

N = 80 households

N = 40 households

Fada

Page 18: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

ANOVA Results

Page 19: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Bt Gene Effect0

200

400

600

800

1,000

1,200

981

1,175

Conventional BG II

Yiel

d (k

g pe

r ha)

a

ANOVA Yield Model Results• Bt Gene effect

BG II Generated Significantly Higher Yields than Conventional Cotton in 2011

Bt gene effect is positive and significant

19.7% Yield Advantage of BG II over Conventional cotton b

jeffrdv
We're mainly converned with how yields vary with gene so we will look first at the Gene effect and then test wheter gene veried across the other terms. We will start off generically.
jeffrdv
If i am doing this right there should be suspense in the air and a drum roll
Page 20: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Are the Bt Yield Gains Equitable?

• Can we further explain the yields?

• Always concerns over the equity so we always investigate potential “bias”.

• Does the impact vary across farm type? Zone? Late season (secondary) sprays?

Page 21: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Manual Medium Large Average0

200

400

600

800

1,000

1,200

1,400

915 9471,033

981

1,2151,109

1,2471,175

Conventional BG II

ANOVA Yield Model Results• Farm Type effect

Large Farms Generated Significantly Higher Yields than medium Farms, but no significant difference in BG II yield advantage.

Is the average yield increase consistent across farm type?

33% 17% 21% 19.7%

% diff

aab bc c b

Page 22: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

SOFITEX SOCOMA Faso Cotton Average0

200

400

600

800

1,000

1,200

1,400

1053972

834

981

1258 1,235

995

1175

Conventional BG II

Yiel

d (k

g pe

r ha)

ANOVA Yield Model Results• Zone effect

BG II Generated statistically higher yields in the SOFITEX and SOCOMA regions compared to Faso Cottonbut no significant difference in yield advantage.

% diff

ba

ab b c

20% 27% 19% 19.7%

Page 23: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

ANOVA Yield Model Results• Spray effect from 2009

Bt cotton producers who followed recommended spray generated significantly higher yields than those who sprayed only once or did not spray at all.

0 1 2 Mean0

200

400

600

800

1,000

1,200

1,400

802

1,054

1,2661,109

933 933

Conventional BG II

Yiel

d (k

g pe

r ha)

N=21

N=34

N=44 N=15

ab bcc

Page 24: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

ANOVA Yield Model Results• Late-season spray effect from 2011

No significant effect of late-season sprays in 2011 unlike 2009, but the second spray is still rational as we will see later.

0 1 2 Average0

200

400

600

800

1,000

1,200

1,400

966902

1,049 9811,089

1,165 1,175

Conventional BG II

Late Season Sprays

Yiel

d (k

g pe

r ha)

N=30N=0 N=165

aabb b

21% 11% 19.7%

b

Page 25: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Insecticide Seed Labor Other Total 0

50

100

150

200

250

300

350

400

4514

141 147

348

12

60

144 142

358

Conventional BG II

Cost

($

per h

a)

ANOVA Model of Production Costs• Costs equal across zone and farm type effects

No significant difference in production costs

Increase in Seed Cost Largely Offset by Savings in Insecticide Costs $46 ≈ $33Producer’s capture nearly all of the yield benefits (about 86.8%) No significant increase in risk

aa

Page 26: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

ANOVA Model of Profit• BG II generated significantly higher profit on

average across zone and farm type

Δ Profit =$95 per haΔ

Revenue Prod Cost Profit0

100

200

300

400

500

600

700

534

348

187

640

358

282

Conventional BG II

Rev,

Cos

t, &

Pro

fit ($

per

ha)

51.1% increaseab

Page 27: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

ANOVA Model of Profit: Farm Type• Profit equal across farm Type

Manual Medium Large Average0

50

100

150

200

250

300

350

148.56172.11

220.49

186.54

304.24

241.84

331.37

281.89

Conventional BG II

Profi

t ($

per h

a)

105% 41% 50% 51.1%

aabb

c cb

Vitale, Jeff
Costs equal across all factors. This is explained since production is highly controlled by cotton companies. Input recommendations strictly controlled by cotton companies. Bring in the argument of noise.
Page 28: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

ANOVA Profit Model: Across Zone• BGII generated significantly higher income in

each zone

SOFITEX SOCOMA Faso Cotton ALL Zones0

50

100

150

200

250

300

350

215.4196.2

120.9

186.5

329.0311.5

175.7

281.9

Conventional BG II

Profi

t ($

per h

a)

ba

ab b c

52% 55% 45% 51.1%

Page 29: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

ANOVA Model of Profit• Profit equal across sprays

0 1 2 Average0

50

100

150

200

250

300

177.04

147.5

211.72186.54

250278 282

Conventional BG II

Late Season Sprays

Yiel

d (k

g pe

r ha)

N=30N=0 N=165

aabb bb

Vitale, Jeff
Costs equal across all factors. This is explained since production is highly controlled by cotton companies. Input recommendations strictly controlled by cotton companies. Bring in the argument of noise.
Page 30: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Distribution of Benefits

67.4%32.6%

2011

ProducersSeed Industry & Ginning Industry

53.1%

46.9%

2009

ProducersSeed Industry & Ginning Industry

66%34%

2010

ProducersSeed Industry & Ginning Industry

Page 31: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Aggregation of Benefits

200 0 200 400 Miles

Bfa_aug01-jan05.shp00.1 - 0.50.5 - 11 - 55 - 88 - 1010 - 12.5

N

EW

S

$66 million

Page 32: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Socio-Economic Benefits BG II: Summary 2009-2011

2009 2010 2011 Average0

200

400

600

800

1,000

1,200

1,400

931849

981 971

1,140 1,0971,175 1,168

ConvBG II

Year

Yiel

d (k

g/ha

)

22% 29% 20% 20.3%

Page 33: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Socio-Economic Benefits BG II: Summary 2009-2011

2009 2010 2011 Average

-50.00

0.00

50.00

100.00

150.00

200.00

250.00

300.00

-31.79

47.62

186.54

67.46

33.79

131.71

281.89

149.13

ConvBG II

Year

Profi

t ($/

ha)

206% 177%

52% 121%

Page 34: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

Socio-Economic Benefits BG II: Summary 2009-2011

• Significant benefits from growing BGII

• Consistent benefits across all three years

• Equitable benefits across farm type and zone

Page 35: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

► Health Welfare Summary of Findings

► 46% of households self-reported at least one poisoning incident over last 5 years► 83% related to insecticides

► BGII would reduce cases by ca 5 500 incidents adding up to $1.29 Million

► BGII would reduce number of pesticide containers by $1.4 million

► 49% of farmers raise health risk as the major reason to adopt BGII

jeffrdv
Need to make sure that the health impacts are not being viewed as just a secondary benefit.
Page 36: Jeffrey Vitale Gaspard Vognan Marc Ouattarra Karim  Traore Oumar Guigemo

The End