prices versus quantities: how do different emission reduction strategies perform in countries at...

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Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate Department of Political Science University of Toronto, Canada Email: [email protected] orging Closer Ties: Transatlantic Relations, Climate Change and Ener Freie Universität Berlin November 28 – December 5, 2009

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Page 1: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN

COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT

Mark PurdonPhD Candidate Department of Political ScienceUniversity of Toronto, CanadaEmail: [email protected]

Forging Closer Ties: Transatlantic Relations, Climate Change and EnergyFreie Universität Berlin

November 28 – December 5, 2009

Page 2: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Policy or Political Failure?

• Commonplace to hear criticisms of the Kyoto Protocol

• If only we had the right “policy” in place things, we’d be on the right track…– Global carbon tax– Increased international development financing

Page 3: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

The more countries involved, the lower the costs

(Carbon Group 2009)

Page 4: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Controlling Costs Will, Politically, Be Important

Sources British Anti-Slavery –Kaufmann & Pape 1999ODA – WB 2008Adaptation – IIED 2009Mitigation – UNFCCC 2007

Costs•Mitigation$200 Billion USD/an

•Adaptation $50 to 109 Billion USD/an

Page 5: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Kyoto’s Approach to Lowering Costs

• “Cap-and-Trade” – Quota-based System– Price of climate change policy to be “revealed” on the

carbon market

• Carbon Market– “Emissions Trading”

• Only between industrialized countries

– “Joint Implementation”• Only between industrialized countries

– “Clean Development Mechanism”• Between industrialized and developing countries

“Offsets”

Page 6: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Location of CDM Projects

(Source: UNFCCC 2009)

Page 7: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Is the CDM a Success?• A 4,763 des projets liés à 2,800 millions de tonnes de

crédits carbone (Oct 2009)

(Source: CDM - UNEP Risoe Centre 2008)

65%

70%

75%

80%

85%

90%

95%

100%

105%

Impact of CDM on Emissions Trends of Kyoto Parties

Kyoto Industrialized Countries (no USA)

Kyoto Industrialized Countries (no USA) with CDMKyoto Annex B (no USA)

Kyoto Annex B (no USA) with CDM

Page 8: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Prices versus Quantities

Page 9: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Two Basic Options to Regulate Carbon

• Regulate QUANTITY of carbon – Cap-and-trade– Uncertainty surrounding the cost of reducing below

cap necessitates emissions trading as an escape mechanism

• Regulate PRICE of carbon – Carbon tax or carbon bounty– Much easier to administer (theoretically)– Uncertainty in effects on emissions

Page 10: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Symmetry of Prices and Quantities

Price = $5

Quantity = 10 tonnes

Page 11: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Climate Change Policy Under “Uncertainty”

Marginal Benefit Curve “Steep"Marginal Benefit Curve “Flat”

If a patient’s health deteriorates only slowly, care should be managed such that each day the patient remains without treatment the hospital should pay a fine.

If the medical condition is serious and prone to deteriorate rapidly, then the hospital only has d days to administer the treatment or the patient dies

MCactual

MCexpected

Qtax Qquantity

Q

P

MB

P*

Q*

Ptax

Pquantity

MCactual

MCexpected

Qtax Qquantity

Q

P

MB

P*

Q*

Ptax

Pquantity

Page 12: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Climate Change Policy Under “Uncertainty”

Marginal Benefit Curve “Steep"Marginal Benefit Curve “Flat”

If a patient’s health deteriorates only slowly, care should be managed such that each day the patient remains without treatment the hospital should pay a fine.

If the medical condition is serious and prone to deteriorate rapidly, then the hospital only has d days to administer the treatment or the patient dies

MCactual

MCexpected

Qtax Qquantity

Q

P

MB

P*

Q*

Ptax

Pquantity

EQ

MCactual

MCexpected

Qtax Qquantity

Q

P

MB

P*

Q*

Ptax

Pquantity

EQ

Page 13: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Climate Change Policy Under “Uncertainty”

Marginal Benefit Curve “Steep"Marginal Benefit Curve “Flat”

If a patient’s health deteriorates only slowly, care should be managed such that each day the patient remains without treatment the hospital should pay a fine.

If the medical condition is serious and prone to deteriorate rapidly, then the hospital only has d days to administer the treatment or the patient dies

MCactual

MCexpected

Qtax Qquantity

Q

P

MB

P*

Q*

Ptax

Pquantity

EP

MCactual

MCexpected

Qtax Qquantity

Q

P

MB

P*

Q*

Ptax

Pquantity

EP

Page 14: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Climate Change Policy Under “Uncertainty”

Marginal Benefit Curve “Steep"Marginal Benefit Curve “Flat”

If a patient’s health deteriorates only slowly, care should be managed such that each day the patient remains without treatment the hospital should pay a fine.

If the medical condition is serious and prone to deteriorate rapidly, then the hospital only has d days to administer the treatment or the patient dies

MCactual

MCexpected

Qtax Qquantity

Q

P

MB

P*

Q*

Ptax

Pquantity

EQEP

MCactual

MCexpected

Qtax Qquantity

Q

P

MB

P*

Q*

Ptax

Pquantity

EQEP

Page 15: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Clean Development Mechanism (CDM)

Page 16: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

CDM Criticisms

• Transaction Costs– Complicated and bureaucratic project development

system often means only big projects make there way through

• Additionality– A CDM project is additional if GHG emissions are reduced

below those that would have occurred in the absence of the CDM

• Sustainable Development– Is the CDM really making a contribution?– “CO2lonialism”

Page 17: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

• Complicated project cycle…

Transaction Costs

CDM Development Phase

CDM Implementation Phase

Page 18: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

• Complicated project cycle…

Transaction Costs

CDM Development Phase

CDM Implementation Phase

Host country DNA3rd Party AuditorsCDM Executive Board

Project Developer

Page 19: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Transaction Costs

• Project Developers, Brokers, Regulators

Deadweight Loss

TransactionCosts

Page 20: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

TonnesCO2

Year0 Year7

No Project

CDM Project

CarbonOffset

Emissions

CDM Project

Additionality

Baseline

Crediting Period

Page 21: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

TonnesCO2

No Project

CDM ProjectGenuine CarbonOffset

CDM Project

Emissions

No Project

Year4

Non-Carbon Project Started

Baseline

BogusCarbonOffset

Bogus credits?

Year0 Year7

Crediting Period

Page 22: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Currently, the CDM operates largely on a project-by-project basis. The demonstration of additionality does not go much further than project boundaries (green lines). Because little information about the environmental performance of non-CDM projects operating in the same sector is presented, regulators do not have sufficient information to assess to what extent the baseline identified by CDM project developers is true.

Programmatic CDM is really an extension of project-based CDM, seeking to reduce transaction costs through economies-of-scale. While there is more baseline information, there are still substantial sectors of the economy which remain outside regulatory purview.

Sectoral CDM would establish a sector-wide performance benchmark, which would then become the baseline for carbon finance.

Sectoral CDM…

Page 23: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

« CO2lonialism »

E

Example of FACE reforestation project in Mt Elgon National Park, Uganda

Page 24: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

2009 Fieldwork & Preliminary Results

Page 25: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Where in the world….

• Tanzania• Uganda• Moldova

Page 26: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Area: 13,450 ha planted (of 18,000 ha acquired)

Carbon Credits: 6.4 million tCO2e over period 2000-2019

Topography: grassland with the landscape dominated by undulating ridges with steep slopes.

CDM reforestation project in Tanzania

Page 27: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate
Page 28: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate
Page 29: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate
Page 30: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Location: Karatu District, Arusha Region

Project Summary: The project involves improved household stoves and intends to build and install stoves in 22,000 households. On average 45,000 tCO2e annually over 2009-2012.

CDM cookstove project - Tanzania

Page 31: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate
Page 32: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Improved Cookstove Project

70% Emissions Reduction

Page 33: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Location: Jinja District

Project Summary: •The project involves increasing bagasse co-firing of the sugarworks, sending extra power generated back into the grid and thereby displacing fossil fuel generated electricity

• Extra sugarcane purchased from outgrowers who grow cane on their own land

Sugarcane “bagasse” bioenergy - Uganda

Page 34: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate
Page 35: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Area: 20,000 ha

Project Summary: • Reforestation of degraded forest land spread out across the country

• Degraded lands identified scientifically and managed in a nation-wide cadastral system

• 594 villages involved

Reforestation Project - Moldova

Page 36: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate
Page 37: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate
Page 38: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Additionality:Preliminary Assessment

Project …………………….Additionality………………….

Appears project would have gone ahead, maybe not as big or maybe not as early

TonnesCO2

No Project

Genuine CarbonOffset

Emissions

Y1

Non-Carbon Project Started

BogusCarbonOffset

Y0 Year7

Crediting Period

Appears additional because no other government or private sector activity on stoves

Appears project would have gone ahead, but CDM accelerated implementation

TonnesCO2

Year0 Year7

CarbonOffset

Emissions

What’s the matter with additionality?

Crediting Period

TonnesCO2

No Project

Genuine CarbonOffset

Emissions

Year4

Non-Carbon Project Started

BogusCarbonOffset

Bogus credits?

Year0 Year7

Crediting Period

TonnesCO2

Year0 Year7

CarbonOffset

Emissions

What’s the matter with additionality?

Crediting Period

TonnesCO2

Year0 Year7

CarbonOffset

Emissions

What’s the matter with additionality?

Crediting Period

Additional Projects Non-Additional Projects

No large-scale government or private sector policy for improved cookstoves

Government would not have had money to undertake the scale of reforestation without carbon finance

Project undertaken in Tanzania’s forest belt; therefore likely to have gone ahead without carbon finance but maybe not as early nor as large

Carbon finance only a fraction of the total project financing; therefore project would have gone ahead but probably not as soon.

Tanzania – Improved Cookstoves

Moldavia – Reforestation

Tanzania – Reforestation

Uganda – Bioenergy

Page 39: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

CDM Administration

• Bureaucratic bottle-necks in Africa “Cork in the bottle” syndrome

• CDM authorities often in small “units” in the technical wing of Ministry of Environment Do not appear to have the authority for nation-

wide changes that could be necessary for CDM Might be other govt agencies (planning) that are

better equipped to address the issues sectoral CDM requires

Page 40: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Price-mechanism Alternatives to the CDM

Page 41: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Price-mechanism• Carbon Tax

– Taxation already difficult in developing countries– Unconscionable high incidence on the poor

• Carbon Bounty– Payment for carbon abatement at a set price– Would be important to set the correct price for the

bounty in different sectors– Could use Carbon Cost Efficiency (CCEff), which measures the

costs in $/tCO2e– CCEff could be used to determine the price at which to set a

carbon bounty in order to achieve a desired emission reduction for a specific project or programme

Page 42: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Carbon Cost Effectiveness

(McKinsey & Co. 2009)

Page 43: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Carbon bounty?

• Tanzania example– Ministry of Natural Resources & Tourism sets the

price of forest products• Government plantations (Sao Hill) are largest player

domestic market and determine price• Price of forest products coming from government

plantations is not determined by the market but a result an act of Parliament – “totally political”

– Recent price increase• 2002: royalty rates set under Forestry Act• 2006: unsuccessful attempt by MNRT to raise prices • 2007: “New Royalty Rates for Forest Products”

Page 44: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Reforestation effort in Mufindi District, Tanzania

Big leap inreforestation

Page 45: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Limits on a price strategy

• Many sources of emissions are non-monetized and not amenable to a price change policy– African Firewood

• Often collected from forest commons which are un-regulated

• Price manipulation and supply shocks– Low fossil fuel prices disincentive to bioenergy in

Moldova• Russian gas subsidized• Gas viewed as “modern” energy source

Page 46: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Conclusion

Page 47: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Ditch the CDM?

• Sometimes prices, sometimes quotas• Price strategies are more appropriate in

developed countries because prices for fossil fuels are relatively stable and predictable

• Need to reform the post-Kyoto agreements in a manner that adds price-based instruments in addition to, not in replacement of, the current quota-based design.

Page 48: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Moral Limits of Climate Change Policy?

Page 49: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Another thought…Climate Realism• Response from industrialized countries to climate

change will be based on a political calculation that weighs the costs of mitigation versus those of domestic adaptation in industrialized countries

• Disquieting hypothesis: it is not necessarily in the interest of the industrialized countries to prevent a level of climate change that is “dangerous” for least developed countries.– UNFCCC ultimate objective: “Stabilization of

greenhouse gas concentrations in the atmosphere at a level that would prevent dangerous anthropogenic interference with the climate system.”

Page 50: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Moral Limits of Climate Change Policy

World Socialism Neoliberalism

Horizon of thought on climate change policy

If not the CDM, then what?

Page 51: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Moral Limits of Climate Change Policy

World Socialism Neoliberalism

Horizon of thought on climate change policy

Climate Realism

Page 52: Prices versus Quantities: HOW DO DIFFERENT EMISSION REDUCTION STRATEGIES PERFORM IN COUNTRIES AT DIFFERENT LEVELS OF DEVELOPMENT Mark Purdon PhD Candidate

Mark PurdonPhD Candidate Department of Political ScienceUniversity of Toronto, CanadaEmail: [email protected]

Thank you!!

This research has been made possible with funding from the International Development Research Council (IDRC) and SSHRC