resource rents, democracy and corruption: evidence from sub-saharan africa

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Rabah Arezki Thorvaldur Gylfason

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Resource Rents, Democracy and Corruption: Evidence from Sub-Saharan Africa. Rabah Arezki Thorvaldur Gylfason. outline. We examine the effect of the interaction between resource rents and democracy on corruption in Sub-Saharan Africa Sample of 29 countries 1985-2007 - PowerPoint PPT Presentation

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Page 1: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Rabah ArezkiThorvaldur Gylfason

Page 2: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

We examine the effect of the interaction between resource rents and democracy on corruption in Sub-Saharan Africa Sample of 29 countries 1985-2007

What we find: Higher resource rents lead to more corruption, and significantly more so in less democratic countries

Also, surprisingly, higher resource rents plus autocracy lead to fewerfewer internal conflicts Why? Autocrats can use the rents to quell the Autocrats can use the rents to quell the

massesmasses

Page 3: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

In Sub-Saharan Africa, resource rents constitute a significant source of income In 2006, resource rents represented on

average 11% of Gross National Income (GNI) In Congo and Equatorial Guinea, resource

rents represented some 80% of GNI in 2006 Given the economic significance of

resource rents and the key role governments play in administering those rents, the potential consequences of higher resource rents on corruption are important

Page 4: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

We ask whether the impact of oil rents on corruption is independent of political systems

World Bank President Zoellick (2011): “… you cannot have successful development

without good governance” This statement begs the question as to

whether and how political systems affect good governance and corruption in particular

Page 5: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Sub-Saharan countries provide an interesting laboratory They are relatively homogeneous because

of their shared history and geographyThey also differ importantly in terms of the

quality of their political institutions The mechanisms through which

resource rents affect corruption in Sub-Saharan Africa are thus likely to differ depending on their political systems

Page 6: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

We examine with rigorous panel data techniques the consequences of the interaction between resource rents and political systems on corruption

Earlier studies have primarily focused on the relationship between resource rents and corruption without taking into account the importance of the interaction between rents and political systems

By contrast, we stress the interactions between resource rents and political systems

Page 7: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Arezki and Bruckner (2011) study the effects of oil rents on corruption for a panel of 30 oil-exporting countries 1992–2005, finding that Increased oil rents increase corruption Oil rents have a significant effect on

corruption in countries with a high share of state participation in oil production

No such link exists in countries where state participation in oil production is low

Mauro (1995) reports a negative effect of corruption on growth and investment

Page 8: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Checks and balances in democracies are likely to help prevent the squandering of public funds in general and of resource rents in particular given the often ill-defined property rights associated with rents

Because democracies function by consensus and given the presence of constraints on the power of the executive branch, democracies may be less prone to pork-barrel spending and white elephants

Page 9: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Ross (1999b) reviews the political aspects of why resource rich countries tend to manage their economies poorly, arguing that state ownership of the resource industry leads politicians to abuse political power for private gain

Karl (2004) argues that countries dependent on oil are often characterized by corruption and exceptionally poor governance, a culture of rent seeking, and high incidence of civil conflict and inter-state war

Page 10: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Ross (1999a) shows that oil rents undermine democracy

Haber and Menaldo (2009) find that oil does not significantly foster authoritarianism

Bhattacharyya and Hodler (2009) provide a rare attempt to investigate the impact of the interaction between resource rents and democracy on corruption

We present evidence that political systems play a role in shaping the way in which resource rents affect corruption

Page 11: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Effects of resource rents on state stability Mineral wealth could foster conflicts by

Funding rebel groups (Collier and Hoeffler, 2004)

Weakening state institutions (Fearon and Laitin, 2003; Snyder and Bhavnani, 2005)

Making the state a more attractive target for rebels (Fearon and Laitin, 2003)

Making separatism financially attractive in resource-rich regions (Le Billon, 2005; Collier and Hoeffler, 2004)

We present evidence that the competition for the resource itself is mediated by the level of democracy

Page 12: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Redistribution via government spending following a resource bonanza depends on the political system and thus can help us understand the channels through which resource rents affect corruption in Sub-Saharan Africa

Higher resource rents are conducive to corruption The effect of rents on corruption is significantly

stronger in less democratic countries However, higher resource rents plus autocracy

lead to fewerfewer, not more, internal conflicts

Page 13: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

These findings can be explained by the ability of political elites in less democratic countries to more effectively quell the masses through redistribution to the public

We document that higher resource rents lead to more (less) government spending in less (more) democratic countries

The mechanisms through which resource rents affect corruption cannot be separated from political systems

Page 14: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

The resource rents data are taken from World Bank (WDI, 2010)

Unit resource rents are derived by taking the difference between world prices (to reflect the social opportunity cost of resource extraction) and the average unit extraction or harvest costs (including a “normal” return on capital)

Unit rents are multiplied by the physical quantity extracted or harvested to arrive at total rent (Hamilton and Ruta, 2008)

Page 15: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Democracy is measured by the revised combined Polity score (Polity2) of the Polity IV database (Marshall and Jaggers, 2009)

The Polity2 score ranges from -10 to +10, with higher values indicating more democratic institutions To examine also the political competition and

executive constraints channel, we use the polity sub-scores on constraints on the chief executive and political competition, ranging from 1 to 7, with greater values indicating tighter constraints

Page 16: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

The corruptioncorruption score captures the likelihood that government officials will demand special payments and the extent to which illegal payments are expected throughout government tiers The score ranges from 1 to 6, with higher

values indicating less corruption The internal conflict internal conflict score is an

assessment of political violence and its actual or potential impact on governance, ranging from 0 (very high risk) to 4 (very low risk) Source: Political Risk Services (2009)

Page 17: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa
Page 18: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Dynamic panel data model

i are country fixed effects that capture unobservable time-invariant country characteristics

γt are year fixed effects that capture shocks common to all countries

uit is an error term that is clustered at the country level and may hence be arbitrarily serially correlated within countries

β reflects the (short-run) marginal effect of resource rents on changes in corruption

λ captures the marginal effect of the interaction between resource rents and country-specific Polity2 score averaged over 1985-2007

ΔCorruptionit = i+αCorruptionit-1 + γt +βRentsit + Interaction it + uit

Report system-GMM estimates

Blundell and Bond (1998)

Page 19: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

GMM estimates

1 2 3

Lagged corruption

-0.066(0.045)

-0.122***(0.037)

-0.127***(0.038)

Resource rents -0.029*(0.016)

-0.018*(0.011)

-0.126**(0.011)

Interaction with Polity2

0.016**(0.007)

Interaction with Executive constraints

0.020**(0.009)

Interaction with Political competition

0.025***(0.009)

Observations 599 599 599

Countries 28 28 28

Rents

exacerbat

e corruptio

nInteraction

s make a

difference

Page 20: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

With GMM in lieu of OLS, the effect of resource rents on corruption becomes significant at the 10% level or 5% levelA one standard deviation increase in

resource rents increases corruption by about 2.3 standard deviations

The effect of the interaction between resource rents and country-specific Polity2 on corruption is positiveStronger political institutions lead to less

corruption following a resource boom

Page 21: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Overall effect of resource rents is

dCorruption/dRent = -0.030 + dCorruption/dRent = -0.030 + 0.017*Polity20.017*Polity2

The overall effect of resource rents on corruption is NegativeNegative for the country with the lowest

Polity2 score on average over the sample period (Senegal)

PositivePositive for the country with the highest Polity2 score (Mauritius)

Page 22: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

The effects of the interaction between resource rents and measures of executive constraints and political competition are positive and statistically significant at least at the 5% levelBy limiting executive power and enhancing

political competition, stronger political institutions attenuate the negative effect of resource rents on corruption

By contrast, weaker political institutions exacerbate the impact of higher resource rents on corruption

Democracy may restrain rent seekers

Page 23: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

If democracy effectively restrains rent seekers, thus making resource rents less prone to corruption in democracies in the face of accrued resource revenues, resource rich economies need particularly strong checks and balances to contain the potential damage from rent seeking in the face of resource boomsCollier and Hoeffler (2008)Mehlum, Moene and Torvik (2006)

Page 24: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

OLS and GMM estimates

Internal conflicts

(OLS)

Internal conflicts (GMM)

Government spending

(OLS)

Government

spending (GMM)

Lagged dependent variable

-0.367***(0.039)

-0.146*(0.078)

-0.130*(0.066)

-0.105(0.073)

Resource rents

0.144***(0.049)

0.008(0.019)

0.046***(0.017)

0.017*(0.009)

Interaction with Polity2

-0.045**(0.022)

-0.003(0.012)

-0.016**(0.006)

-0.008**(0.003)

Observations 602 599 1312 1265

Countries 28 28 39 39

Rents reduce

internal

conflicts

Note: Country fixed effects: Yes; Time effects: Yes.

Page 25: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

The impact of resource rents on internal stability depends on the political systemResource rents reduce internal conflicts as

measured by an assessment of political violence from Political Risk Services (2009)

Effects of the interaction between resource rents and democracy on internal stability are statistically and economically significant In a country with the same level of democracy

as in Mauritius, an increase by one standard deviation in resource rents barely improves the assessment of internal stability (0.1 standard deviation)

In words

Page 26: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

The impact of resource rents on internal stability depends on the political systemResource rents reduce internal conflicts as

measured by an assessment of political violence from Political Risk Services (2009)

Effects of the interaction between resource rents and democracy on internal stability are statistically and economically significantHowever, for a country with less democracy like

in Senegal, an increase by one standard deviation in resource rents leads to an almost 1.2 standard deviation increase in internal stability

But, insignificant with

GMM

In words

Page 27: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

Whence the moderating role of political institutions in the relationship between rents and internal conflicts in Sub-Saharan Africa?

Extending transfers to the population may be an effective way to quell the masses following a resource boom

It may, however, prove harder for democracies to quell the masses through redistribution because of the scrutiny of government actions resulting from constraints on executive power as well as checks and balances

In words

Page 28: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

In words

Resource rents increase government spendingA one standard deviation increase in resource

rents leads to an increase by 0.16 standard deviation in government spending

Effects of the interaction between resource rents and democracy on government spending are statistically and economically significantFor a country with the same level of democracy

as in Mauritius, an increase by one standard deviation in resource rents decreasesdecreases government spending by 0.08 standard deviations

Page 29: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

In words

Resource rents increase government spending A one standard deviation increase in

resource rents leads to an increase by 0.16 standard deviation in government spending

Effects of the interaction between resource rents and democracy on government spending are statistically and economically significant However, for a country with a level of

democracy as in Senegal government spending would increaseincrease by 0.1 standard deviation

Page 30: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

We attribute this dichotomous effect of rents and democracy on government spending to the ability of political elites in autocracies to effectively redistribute to the public in periods of resource bonanza rendered possible by the lack of scrutiny of their actions

Our findings suggest that the mechanisms through which resource rents affect corruption cannot be separated from political systems

Page 31: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

To ascertain that our main results are not driven by omitted variables, we further control for ethnic fractionalization Sub-Saharan Africa is the most ethnically

fractionalized continent Adding to our model an interaction between

resource rents and the country specific level of ethnic fractionalization, we obtain less significant estimates, but their signs and magnitudes appear virtually unchanged

Our result that political institutions moderate the relationship between resource rents and corruption and internal stability survives

Page 32: Resource Rents, Democracy and Corruption: Evidence from  Sub-Saharan Africa

While corruption resulting from an increase in resource rents decreases in more democratic countries, the likelihood of conflicts increases in democracies because democracies are less able to redistribute rents to the public because of the scrutiny they face

Less democratic countries are able to dispense pork-barrel spending to disguise redistribution and quell the masses

Need effective early warning systems to alert civil society to pending dangersNatural Resource Charter

The End