productivity, agglomeration and metropolitan governance

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PRODUCTIVITY, AGGLOMERATION AND METRO GOVERNANCE 2016 CONFERENCE OF THE GLOBAL FORUM ON PRODUCTIVITY Structural Reforms for Productivity Growth Lisbon, 7-8 July 2016 Joaquim Oliveira Martins OECD Public Governance Directorate

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Page 1: Productivity, agglomeration and metropolitan governance

PRODUCTIVITY, AGGLOMERATION

AND METRO GOVERNANCE

2016 CONFERENCE OF THE GLOBAL FORUM ON PRODUCTIVITY

Structural Reforms for Productivity Growth Lisbon, 7-8 July 2016

Joaquim Oliveira Martins

OECD Public Governance Directorate

Page 3: Productivity, agglomeration and metropolitan governance

Urbanisation and development

Page 4: Productivity, agglomeration and metropolitan governance

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Urbanisation goes along with development, but it is only a necessary condition

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0 0.2 0.4 0.6 0.8 1

Rea

l GD

P p

er C

apit

a (

as %

of

US

GD

P/C

apit

a)

Level of Urbanization

Brazil

China

Colombia

Japan

Peru

Thailand

Korea

Rest ofthe World

Page 5: Productivity, agglomeration and metropolitan governance

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Urbanisation and income convergence fit approximately an exponential relation…

Page 6: Productivity, agglomeration and metropolitan governance

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… but this relation is much less pronounced for Latin America than for Asian countries

y = 4.4701x - 0.5571R² = 0.8369

y = 2.5795x - 0.1196R² = 0.4867

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-0.5

0

0.5

1

1.5

2

2.5

3

3.5

0 0.2 0.4 0.6 0.8 1Log

of th

e re

al G

DP

per

Capi

ta (

as %

of U

S G

DP/

Capi

ta)

Level of Urbanization

Log of the real GDP per Capita (as % of US GDP/Capita) and Level of Urbanization

Latin America & Caribbean, East Asia

East Asia

Latin America andthe Carribeans

Linear (East Asia)

Linear (LatinAmerica and theCarribeans )

Page 7: Productivity, agglomeration and metropolitan governance

How to define cities?

Page 8: Productivity, agglomeration and metropolitan governance

Administrative boundaries miss the realities of metropolitan areas

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Page 9: Productivity, agglomeration and metropolitan governance

• Definition of Functional Urban Areas based on population density in 1km2 cells that are matched to municipal boundaries and connected via commuting patterns.

• Urban centres are identified by aggregating densely populated 1km2 cells. Urban centres with at least 50,000 inhabitants are kept.

• They are matched with the boundaries of the lowest administrative level for which statistical data is typically available (NUTS5/LAU2)

• Urban centres and the less densely populated municipalities in the commuting zone are combined into Functional Urban Areas based on commuting flows (>15%).

• More info: OECD (2012) Redefining Urban, OECD Publishing.

http://measuringurban.oecd.org

The OECD and the EU agreed on a functional definition for cities

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Page 10: Productivity, agglomeration and metropolitan governance

What makes cities more productive?

Page 11: Productivity, agglomeration and metropolitan governance

Reviews by Rosenthal and Strange (2004), Duranton and Puga (2004) and Puga (2010); concepts already present in Marshall (1890):

I. Sharing facilities, inputs, gains from specialisation firms may face lower costs for specialised non-traded inputs that are shared locally in a geographical cluster.

II. Thicker labour markets: labour market pooling; better matching gain from reduced labour acquisition and training costs in thick local labour markets with abundant specialised labour force

III. Knowledge spillovers: learning about and spreading new ideas face-to-face contact can enable tacit knowledge spillovers through increases in the intensity of the interactions with other firms or individuals

Sources of agglomeration economies

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Page 12: Productivity, agglomeration and metropolitan governance

City productivity increases with city size even after controlling for sorting

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Doubling the size of a city ≈ 3-5% productivity increase

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Page 13: Productivity, agglomeration and metropolitan governance

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The size of cities is positively related to productivity levels: USA, 2010

Source: Ahrend et al, 2014

Page 14: Productivity, agglomeration and metropolitan governance

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But some system of cities may not follow this size-productivity relationship: UK, 2010

Source: Ahrend et al, 2014

Page 15: Productivity, agglomeration and metropolitan governance

• Rising prices may offset agglomeration benefits, but people are willing to pay higher prices for local amenities: – Proximity to large bodies of water (coast or

lake), cultural goods (theatres/operas/etc.) and UNESCO World heritage sites make cities more expensive

– Share of highly educated workers might have a consumption externality (creative class)

– Dis-amenities require compensation: PM10 air pollution increases local costs relative to productivity benefits

What are the “net” benefits of agglomeration?

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Page 16: Productivity, agglomeration and metropolitan governance

How cities affect other regions?

Page 17: Productivity, agglomeration and metropolitan governance

Productivity growth of frontier regions outpaces that of most regions

Notes: Average of top 10% and bottom 10% TL2 regions, selected for each year. Top and bottom regions are the aggregation of regions with the highest and lowest GDP per worker and representing 10% of national employment. 19 countries with data included.

Averages of top 10%

(frontier), bottom

75%, and bottom

10% (lagging) regional GDP per worker,

TL2 regions

50 000

60 000

70 000

80 000

90 000

100 000

1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013

USD PPP per employee

Frontier regions Lagging regions 75% of regions

1.6% per year

1.3% per year

1.3% per year

Page 18: Productivity, agglomeration and metropolitan governance

Regions with very large cities tend to be in the frontier, OECD TL2, 2000-2013

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10

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30

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60

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Mostly Urban (127) Intermediate (62) Mostly Rural (100)

%

Frontier (41) Catching-up (65) Keeping pace (107) Diverging (76)

70% of mostly urban frontier regions contain very large cities

75% of diverging mostly urban regions contain very large cities

Page 19: Productivity, agglomeration and metropolitan governance

Proximity & connectedness to cities benefits surrounding regions

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Page 20: Productivity, agglomeration and metropolitan governance

Regional catching-up plays an important role for aggregate productivity growth

Annual average growth in real per worker GDP between 2000-2013 (or closest year available).

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Page 21: Productivity, agglomeration and metropolitan governance

Good governance can improve the

performance of metropolitan areas

Page 22: Productivity, agglomeration and metropolitan governance

Horizontal administrative fragmentation is common as cities outgrow their historic boundaries (more than 10 local governments in 75% of OECD Metropolitan Areas; more than 100 in 22%)

A larger number of local governments may be positive:

• Provide more choice in the provision of public services, more tailored solutions and better accountability (Tiebout, 1956).

• Large literature that finds no scale effects for specific public services (Ostrom, 2010) or governmental expenditure (Kalb, 2010).

But it may also have a potential negative impact:

• Policies, investment and services require city-wide coordination (e.g. Cheshire and Gordon, 1996): e.g. transport; land use; ease of doing business; economic promotion; environmental regulation, etc.

The system of metropolitan governance may affect the productivity & inclusion of cities

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Page 23: Productivity, agglomeration and metropolitan governance

Administrative fragmentation is correlated with lower city productivity

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Page 24: Productivity, agglomeration and metropolitan governance

Administrative fragmentation is correlated with higher segregation of people

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Hypothesis: Fragmented metropolitan governance can allow for segregation at the level of local units.

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Administrative fragmentation

Controlling for country fixed effects and other city characteristics (i.e. income , population, spatial structure), higher administrative fragmentation is associated to higher spatial segregation by income in different municipalities

Page 25: Productivity, agglomeration and metropolitan governance

• Urban sprawl creates negative externalities in Metropolitan areas (MAs)

• Cooperation is a way to internalize the externalities when making policy decisions

• Sprawl decreased in MAs with a governance body, while increased in those without

Governance bodies can reduce urban sprawl

Difference significant at the 99%-level after controlling for log-population levels and country specific trends.

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With GovernanceBody

Without GovernanceBody

Change in Urban Sprawl

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Page 26: Productivity, agglomeration and metropolitan governance

Governance bodies can increase the well-being of citizens

55%

60%

65%

70%

75%

80%

With TransportAuthorities

Without TransportAuthorities

Share of Citizens Satisfied with Public Transport

• Public Transport projects usually cut through many jurisdictions

• Cooperation is required for effective implementation and coordination of services

• Citizens are more satisfied in MAs that have metro authorities for public transport

Based on European Urban Audit perception survey. Difference significant at 95% level.

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Page 27: Productivity, agglomeration and metropolitan governance

[email protected]

Thank you! Obrigado!