This presentation draws on ideas from Professor Porter’s articles and books, in particular, The Competitive Advantage of Nations (The Free Press, 1990), ―Building the Microeconomic
Foundations of Competitiveness,‖ in The Global Competitiveness Report (World Economic Forum), ―Clusters and the New Competitive Agenda for Companies and Governments‖ in On
Competition (Harvard Business School Press, 2008), ―Creating Shared Value‖ (Harvard Business Review, Jan 2011), the Social Progress Index Report (Social Progress Imperative)
and ongoing related research. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means - electronic, mechanical,
photocopying, recording, or otherwise - without the permission of Michael E. Porter. For further materials, see the website of the Institute for Strategy and Competitiveness
(www.isc.hbs.edu), FSG (www.fsg.org) and the Social Progress Imperative (www.socialprogressimperative.org).
Regional Economic and Social Development:
The New Learning
Professor Michael E. Porter Harvard Business School
Expogestión
Cali, Colombia May 7th, 2014
Copyright 2014 © Professor Michael E. Porter 2 20140507—Cali Regional Development Presentation—FINAL
The Dual Challenges of Development
Social
Development
Economic
Development
GDP per
capita
Copyright 2014 © Professor Michael E. Porter 3 20140507—Cali Regional Development Presentation—FINAL
The Dual Challenges of Development
Social
Development
Economic
Development
GDP per
capita
Copyright 2014 © Professor Michael E. Porter 4 20140507—Cali Regional Development Presentation—FINAL
The Dual Challenges of Development
• There is a powerful connection between economic and social
development, that goes in both directions
• Successful development requires improving the economic and social
context simultaneously
Social
Development
Economic
Development
GDP per
capita
Copyright 2014 © Professor Michael E. Porter 5 20140507—Cali Regional Development Presentation—FINAL
1. Competitiveness and Economic Development
2. Enhancing Social Development
3. Business as a Driver of Social and Economic Development
4. Creating a Regional Strategy
Regional Economic and Social Development:
The New Learning
Copyright 2014 © Professor Michael E. Porter 6 20140507—Cali Regional Development Presentation—FINAL
Prosperity Performance Latin America and the Caribbean
Source: EIU (2014), author’s calculations
Average: $12,677
Average: 4.53% Barbados
(+5.25%, $63,170)
Antigua & Barbuda
Argentina Bahamas
Belize
Bolivia
Brazil
Chile
Colombia
Costa Rica
Dominica
Dominican Republic Ecuador
El Salvador
Grenada
Guatemala Guyana
Haiti Honduras
Jamaica
Mexico
Nicaragua
Panama
Paraguay
Peru
St Kitts & Nevis
St Lucia St Vincent &
The Grenadines
Suriname
Trinidad and Tobago
Uruguay
Venezuela
$0
$5,000
$10,000
$15,000
$20,000
$25,000
0% 1% 2% 3% 4% 5% 6% 7% 8% 9%
PPP-Adjusted GDP per Capita, 2013 ($USD)
Growth in Real GDP per Capita (PPP-adjusted), CAGR, 2003-2013
Copyright 2014 © Professor Michael E. Porter 7 20140507—Cali Regional Development Presentation—FINAL
• Competitiveness depends on the long-run productivity and efficiency of a
location as a place to do business
- The productivity of existing firms and workers
- The ability to achieve high participation of citizens in the workforce
• Competitiveness is not:
- Low wages
- A weak currency
- Jobs per se
A nation or region is competitive to the extent that firms operating there are able
to compete successfully in the regional and global economy while maintaining
or improving wages and living standards for the average citizen
Competitiveness and Economic Development
Copyright 2014 © Professor Michael E. Porter 8 20140507—Cali Regional Development Presentation—FINAL
Endowments
What Determines Competitiveness?
• Endowments, including natural resources, geographical location, population, and land area,
create a foundation for prosperity, but true prosperity arises from productivity in the use of
endowments
Copyright 2014 © Professor Michael E. Porter 9 20140507—Cali Regional Development Presentation—FINAL
• Macroeconomic competitiveness sets the economy-wide context for productivity to emerge, but
is not sufficient to ensure productivity
• Endowments, including natural resources, geographical location, population, and land area,
create a foundation for prosperity, but true prosperity arises from productivity in the use of
endowments
Endowments
Macroeconomic Competitiveness
Sound Monetary
and Fiscal Policies
What Determines Competitiveness?
Copyright 2014 © Professor Michael E. Porter 10 20140507—Cali Regional Development Presentation—FINAL
What Determines Competitiveness?
• Productivity ultimately depends on improving the microeconomic capability of the economy and
the sophistication of local competition revealed at the level of firms, clusters, and regions
• Macroeconomic competitiveness sets the economy-wide context for productivity to emerge, but
is not sufficient to ensure productivity
• Endowments, including natural resources, geographical location, population, and land area,
create a foundation for prosperity, but true prosperity arises from productivity in the use of
endowments
Endowments
Macroeconomic Competitiveness
Sound Monetary
and Fiscal Policies
Microeconomic Competitiveness
Quality of the
Business
Environment
Sophistication
of Company
Operations and
Strategy
State of Cluster
Development
Copyright 2014 © Professor Michael E. Porter 11 20140507—Cali Regional Development Presentation—FINAL
Improving the Quality of the Business Environment
Context for Firm Strategy and Rivalry
Related and Supporting Industries
Factor (Input)
Conditions
Demand Conditions
• Sophisticated and demanding local
needs
– e.g., Strict quality, safety, and
environmental standards
– Sophisticated demand in the private
sector or government
• Many things matter for competitiveness
• Successful economic development is a process of successive upgrading, in which the business environment improves to enable increasingly sophisticated ways of competing
• Local rules and incentives that
encourage investment and productivity
– e.g. incentives for capital investments,
IP protection
• Sound corporate governance
• Open and vigorous local competition
− Openness to competition
− Strict competition laws • Improving access to high quality
business inputs
– Qualified human resources
– Capital availability
– Physical infrastructure
– Scientific and technological
infrastructure
– Administrative and regulatory
infrastructure • Availability and quality of suppliers and
supporting industries
Copyright 2014 © Professor Michael E. Porter 12 20140507—Cali Regional Development Presentation—FINAL
Valle del Cauca's Business Environment: Assessment
+ Growing middle class
with purchasing power
– Consumer demand not
sophisticated or trend-setting
– Regional and local government
procurement focused on price
not quality
– Weak environmental standards
+ Good geographical location
+ Good growing conditions
+ Solid road and air transportation
+ Good logistical infrastructure
+ Access to the main port in Colombia
+ Solid technology infrastructure
+ Good quality of tertiary education
+ Supply of advanced degree holders
+ Improving innovation system
– Inefficient administrative infrastructure
– Skills deficit in the labor force
– Scarce bilingual population
– Low access to financial services
+ Increasing number of local suppliers
– Low supplier quality
– Weak collaboration among
regional actors
Context for Firm Strategy and Rivalry
Related and Supporting Industries
Factor (Input)
Conditions
Demand Conditions
+ High intensity of competition
+ Open to foreign investment
+ Increasing
internationalization of firms
– High tax rates
– High level of informality
Note: Assessment based on the Regional Plan on Competitiveness, Competitiveness Rankings of Cepal and CPC, 2013, and CEC
Copyright 2014 © Professor Michael E. Porter 13 20140507—Cali Regional Development Presentation—FINAL
Sources: HBS student team research (2003) - Peter Tynan, Chai McConnell, Alexandra West, Jean Hayden
Restaurants
Attractions and Activities
e.g., theme parks, casinos, sports
Airlines, Cruise Ships
Travel Agents Tour Operators
Hotels
Property Services
Maintenance Services
Government Agencies e.g., Australian Tourism
Commission, Great Barrier Reef Authority
Educational Institutions e.g., James Cook University,
Cairns College of TAFE
Industry Groups e.g., Queensland Tourism
Industry Council
Food Suppliers
Public Relations & Market Research
Services
Local Retail, Health Care, and Other Services
Souvenirs, Duty Free
Banks, Foreign
Exchange
Local Transportation
State of Cluster Development Tourism in Cairns, Australia
Copyright 2014 © Professor Michael E. Porter 14 20140507—Cali Regional Development Presentation—FINAL
Why Clusters Matter?
• Clusters increase productivity and operational efficiency
• Clusters stimulate and enable innovations
• Clusters facilitate commercialization and new business formation
• Clusters reflect the fundamental importance to productivity and innovation of
linkages and spill-overs across firms and associated institutions
Copyright 2014 © Professor Michael E. Porter 15 20140507—Cali Regional Development Presentation—FINAL
Colombia National Cluster Export Portfolio, 2011
Colombia Overall
World Export Share: 0.17%
= $750 million
World Export Market
Share, 2011
Change in World Export Market Share, 2001-2011
Change in Colombia Overall World Export Share: +.053%
Communications
Services
(-.14%, .08%)
Publishing
and Printing
-.10%, .13%)
Oil and Gas Products
Coal and Briquettes (+.19%, 2.7%)
Agricultural Products
Jewelry, Precious Metals and Collectibles (+.23%, .28%) Hospitality and Tourism
Metal Mining & Manufacturing
Plastics
Transportation and Logistics
Chemical Products
Biopharmaceuticals
Processed Food
Apparel
Forest Products Textiles
Business Services
Automotive
Motor Driven Products Building Fixtures and Equipment
Construction Materials
Furniture
Leather and Related Products
Power and Power Generation Equipment Fishing &
Fishing Products
Lighting and Electrical Equipment
0.0%
0.1%
0.2%
0.3%
0.4%
0.5%
0.6%
-0.10% -0.05% 0.00% 0.05% 0.10% 0.15% 0.20%
Copyright 2014 © Professor Michael E. Porter 16 20140507—Cali Regional Development Presentation—FINAL
Marine
Equipment
Cluster Relatedness
Furniture Building
Fixtures,
Equipment &
Services
Fishing &
Fishing
Products
Hospitality
& Tourism Agricultural
Products
Transportation
& Logistics
Plastics
Oil & Gas
Products
Chemical
Products
Biopharma-
ceuticals
Power
Generation &
Transmission
Aerospace
Vehicles &
Defense
Lighting &
Electrical
Equipment
Financial
Services
Publishing
& Printing
Entertainment
Information
Technology
Aerospace
Engines
Business
Services
Distribution
Services
Forest
Products
Heavy
Construction
Services
Construction
Materials
Prefabricated
Enclosures
Heavy
Machinery
Automotive
Sporting,
Recreational &
Children’s
Goods
Production
Technology Motor Driven
Products
Metal
Manufacturing
Jewelry &
Precious
Metals
Textiles
Footwear
Processed
Food
Tobacco
Medical
Devices
Analytical
Instruments Education &
Knowledge
Creation
Apparel
Leather &
Related
Products
Note: Clusters with overlapping borders or identical shading have at least 20% overlap (by number of industries) in both directions.
Communications
Services Coal &
Briquettes
Copyright 2014 © Professor Michael E. Porter 17 20140507—Cali Regional Development Presentation—FINAL
Furniture Building
Fixtures,
Equipment &
Services
Fishing &
Fishing
Products Hospitality
& Tourism Agricultural
Products Transportation
& Logistics
Colombia’s Position in Related Clusters, 2011
Plastics
Oil &
Gas Products
Chemical
Products
Biopharma-
ceuticals
Power
Generation
Aerospace
Vehicles &
Defense
Lightning &
Electrical
Equipment
Financial
Services
Publishing
& Printing
Information
Tech.
Communi-
cations
Services
Business
Services
Distribution
Services
Forest
Products
Heavy
Construction
Services
Construction
Materials
Prefabricated
Enclosures
Apparel
Leather &
Related
Products
Jewelry &
Precious
Metals
Textiles
Footwear
Processed
Food
Tobacco
Medical
Devices
Analytical
Instruments Education &
Knowledge
Creation
Note: Clusters with overlapping borders have at least 20% overlap (by number of industries) in both directions.
Marine
Equipment
Aerospace
Engines
Heavy
Machinery
Sporting
& Recreation
Goods
Automotive
Production
Technology
Motor Driven
Products
Mining & Metal
Manufacturing
Enter-
tainment
> 0.10%
> 0.25%
> 0.50%
World Market Share
Coal &
Briquettes
Copyright 2014 © Professor Michael E. Porter 18 20140507—Cali Regional Development Presentation—FINAL
Geographic Influences on Competitiveness
Regions and Cities
Nation
• Regions are the most important economic unit for competitiveness in larger countries,
especially countries beyond subsistence development
Copyright 2014 © Professor Michael E. Porter 19 20140507—Cali Regional Development Presentation—FINAL
• Economic performance varies significantly across sub-national
regions (e.g., provinces, states, metropolitan areas)
Regions and Competitiveness
Copyright 2014 © Professor Michael E. Porter 20 20140507—Cali Regional Development Presentation—FINAL
Prosperity Performance Colombian Departments, 2012
Note: GDP in thousands of constant 2005 Colombian Pesos; bubble size proportional to department population.
Source: Banco de la República.
Colombia GDP
per Capita:
$10,106
Colombia Real Growth Rate
of GDP per Capita: 3.5%
GDP per Capita, 2012
(thousands of Pesos)
Growth in GDP per Capita (CAGR), 2002-2012
Bogotá D. C.
Antioquia Valle
Cundinamarca
Atlántico
Santander
Bolívar
Nariño
Córdoba
Tolima
Cauca
Norte Santander
Boyacá
Magdalena
Huila
Cesar
Caldas
Risaralda
Meta (+15.3%, 31,029)
La Guajira
Sucre
Quindío
Chocó Caquetá
Casanare (+3.2%, 33,111)
Putumayo (+10.6%, 7,879)
Arauca
Guaviare
San Andrés y Providencia
Amazonas Vichada
Vaupés
Guainía
$0
$2,000
$4,000
$6,000
$8,000
$10,000
$12,000
$14,000
$16,000
$18,000
$20,000
0% 1% 2% 3% 4% 5% 6% 7% 8% 9%
Copyright 2014 © Professor Michael E. Porter 21 20140507—Cali Regional Development Presentation—FINAL
• Economic performance varies significantly across sub-national
regions (e.g., provinces, states, metropolitan areas)
• Many essential levers of competitiveness reside at the regional level
Regions and Competitiveness
Copyright 2014 © Professor Michael E. Porter 22 20140507—Cali Regional Development Presentation—FINAL
Competitiveness of Colombian Departments, 2012
Competitiveness Index, 2012
Note: GDP in thousands of constant 2005 Colombian Pesos; bubble size proportional to department population.
Sources: Banco de la República, CEPAL
GDP per Capita, 2012
(thousands of Pesos)
Colombia GDP per Capita: $10,106
Bogotá D. C.
Antioquia Valle
Atlántico
Santander
Bolívar
Nariño
Córdoba
Tolima
Cauca Norte Santander
Boyacá
Magdalena
Huila
Cesar
Caldas
Risaralda
Meta (49.0, 31,029)
La Guajira Sucre
Quindío Chocó (19.0)
Caquetá
Casanare (44.3, 33,111)
Putumayo
Arauca
Guaviare
San Andrés y Providencia
Amazonas
4,000
6,000
8,000
10,000
12,000
14,000
16,000
18,000
20,000
20 30 40 50 60 70 80 90 100 110
Copyright 2014 © Professor Michael E. Porter 23 20140507—Cali Regional Development Presentation—FINAL
• Economic performance varies significantly across sub-national
regions (e.g., provinces, states, metropolitan areas)
• Many essential levers of competitiveness reside at the regional level
• Regions specialize in different sets of clusters
• Cluster strength directly impacts regional performance
Regions and Competitiveness
Copyright 2014 © Professor Michael E. Porter 24 20140507—Cali Regional Development Presentation—FINAL
• Economic performance varies significantly across sub-national
regions (e.g., provinces, states, metropolitan areas)
• Many essential levers of competitiveness reside at the regional level
• Regions specialize in different sets of clusters
• Cluster strength directly impacts regional performance
• Regions are a critical unit in competitiveness
• Each region needs its own distinctive strategy and action agenda
– Business environment improvement
– Cluster upgrading
– Improving institutional effectiveness
• Economic development is enhanced if resources and policy
responsibility are decentralized to regions
Regions and Competitiveness
Copyright 2014 © Professor Michael E. Porter 25 20140507—Cali Regional Development Presentation—FINAL
• Improving the general business environment is essential, but cluster development is
necessary to attain middle-income levels
• Developing economies should upgrade traditional clusters (including agriculture), never
abandon them
• Existing MNCs in the country should be treated as nodes for cluster development
– The best way to retain companies is for them to be part of a cluster
• Attracting foreign direct investment should focus on existing and emerging clusters, not
generalized appeals to locate in the country
• Free Trade or Export Processing Zones should be organized around clusters, with
governing regulations designed to encourage linkages with the local economy
• A formal process for cluster development is an important component of economic
development
– Private sector led
– Government roles in convening, supporting, and participating
– Seed funding for cluster assessment and the formation of cluster-based IFCs
Clusters in Developing Economies Principles
Copyright 2014 © Professor Michael E. Porter 26 20140507—Cali Regional Development Presentation—FINAL
Clusters
Specialized Physical
Infrastructure
Natural Resource Protection
Science and Technology
Infrastructure
(e.g., centers, university
departments, technology
transfer)
Education and
Workforce Training
Business Attraction
Export Promotion
• Clusters provide a framework for organizing the implementation of many
public policies and public investments directed at economic development
Quality and environmental
standards
Market Information
and Disclosure
Organize Public Policy around Clusters
Copyright 2014 © Professor Michael E. Porter 27 20140507—Cali Regional Development Presentation—FINAL
Cluster Development in Valle del Cauca
• Valle has existing and potential strengths in a wide array of clusters,
including sugar, health, bioenergy, software, meat, and leather
• Some of Valle’s clusters are based on abundant natural endowments
• In the main cities of Valle there are some emerging clusters outside
natural resources consisting largely of small firms
• Valle’s clusters have weak suppliers and few supporting institutions
• Cluster development efforts are beginning but still weak coordination
between the private and public sectors
Copyright 2014 © Professor Michael E. Porter 28 20140507—Cali Regional Development Presentation—FINAL
Cluster Development in Valle del Cauca Action Priorities
• Adopt cluster development as a central tool for organizing business development and policy implementation
• Utilize cluster initiatives as a tool to engage the private sector in more effective collaboration with government at the national and regional levels
• Reduce the skills mismatch by adjusting university curricula in the region to meet cluster needs
• Use clusters to organize efforts to promote higher value exports, FDI attraction, and otherwise improve integration with the global economy
• Extend cluster development to meet the needs of lower income communities through corporate shared value initiatives
Copyright 2014 © Professor Michael E. Porter 29 20140507—Cali Regional Development Presentation—FINAL
1. Competitiveness and Economic Development
2. Enhancing Social Development
3. Business as a Driver of Social and Economic
Development
4. Creating a Regional Strategy
Regional Economic and Social Development:
The New Learning
Copyright 2014 © Professor Michael E. Porter 30 20140507—Cali Regional Development Presentation—FINAL
Macroeconomic Competitiveness
Microeconomic Competitiveness
Sophistication
of Company
Operations and
Strategy
Quality of the
Business
Environment
State of Cluster
Development
Endowments
Human Development
and Effective
Political Institutions
Sound Monetary
and Fiscal Policies
What Determines Competitiveness?
Copyright 2014 © Professor Michael E. Porter 31 20140507—Cali Regional Development Presentation—FINAL
The Need to Go Beyond GDP
• There has been a growing recognition that we need to move beyond
GDP in measuring national performance:
“In an increasingly performance-oriented society, metrics matter. What we
measure affects what we do. If we have the wrong metrics, we will strive for
the wrong things” - Jean-Paul Fitoussi, Amartya Sen, Joseph Stiglitz, Mismeasuring
Our Lives
• Starting with the Human Development Index, there have been a
number of efforts to add additional measures
• More recently, there has also been a focus on life
satisfaction/happiness
Copyright 2014 © Professor Michael E. Porter 32 20140507—Cali Regional Development Presentation—FINAL
Social Progress Index: Design Principles
Exclusively
social and
environmental
indicators
Outcomes –
not inputs
Actionability Relevant to all
countries
Copyright 2014 © Professor Michael E. Porter 33 20140507—Cali Regional Development Presentation—FINAL
What is Social Progress?
Social progress is the capacity of a society to meet the basic
human needs of its citizens, establish the building blocks
that allow citizens and communities to enhance and sustain
the quality of their lives, and create the conditions for all
individuals to reach their full potential.
A holistic framework is needed
Copyright 2014 © Professor Michael E. Porter 34 20140507—Cali Regional Development Presentation—FINAL
Social Progress Index Model, 2014
Social Progress Index
Nutrition and Basic Medical Care
Water and Sanitation
Shelter
Personal Safety
Access to Basic Knowledge
Access to Information and
Communications
Health and Wellness
Ecosystem Sustainability
Personal Rights
Access to Advanced Education
Personal Freedom and Choice
Tolerance and Inclusion
Does a country provide
for its people’s most
essential needs?
Are the building blocks in
place for individuals and
communities to enhance
and sustain wellbeing?
Is there opportunity for
all individuals to reach
their full potential?
Opportunity Foundations of Wellbeing Basic Human Needs
Copyright 2014 © Professor Michael E. Porter 35 20140507—Cali Regional Development Presentation—FINAL
The Social Progress Index 2014
RANK SCORE COUNTRYPPP GDP
PER CAPITARANK SCORE COUNTRY
PPP GDP
PER CAPITARANK SCORE COUNTRY
PPP GDP
PER CAPITARANK SCORE COUNTRY
PPP GDP
PER CAPITA
1 88.24 New Zealand $25,857 34 73.68 Mauritius $13,056 67 63.78 Venezuela $11,623 100 51.89 Cambodia $2,150
2 88.19 Switzerland $39,293 35 73.43 Greece $20,922 68 63.03 Dominican Republic $8,794 101 51.58 Nepal $1,276
3 88.07 Iceland $33,880 36 73.31 Croatia $16,005 69 62.96 South Africa $9,860 102 50.24 India $3,341
4 87.37 Netherlands $36,438 37 72.92 United Arab Emirates $36,267 69 62.96 Tunisia $8,442 103 50.20 Kenya $1,522
5 87.12 Norway $47,547 38 72.58 Panama $14,320 71 62.90 Bolivia $4,552 104 49.88 Zambia $1,475
6 87.08 Sweden $34,945 39 71.40 Israel $27,296 72 62.65 Paraguay $5,290 105 49.46 Rwanda $1,167
7 86.95 Canada $35,936 40 70.66 Kuwait $40,102 73 62.44 Azerbaijan $8,871 106 49.11 Benin $1,364
8 86.91 Finland $31,610 41 70.61 Serbia $9,683 74 62.33 Nicaragua $3,510 107 48.94 Lesotho $1,692
9 86.55 Denmark $32,363 42 70.59 Argentina $11,658 75 61.92 Jordan $5,289 108 48.87 Swaziland $4,522
10 86.10 Australia $35,669 43 70.39 Jamaica $7,083 76 61.37 Guatemala $4,397 109 48.79 Malawi $660
11 85.11 Austria $36,200 44 70.24 Bulgaria $12,178 77 61.28 Honduras $3,657 110 47.99 Congo, Republic of $3,815
12 84.61 Germany $34,819 45 70.00 Malaysia $14,822 78 61.19 Namibia $6,520 111 47.75 Uganda $1,165
13 84.56 United Kingdom $32,671 46 69.97 Brazil $10,264 79 61.07 Cuba 112 47.33 Burkina Faso $1,304
14 84.21 Japan $31,425 47 69.88 Trinidad and Tobago $23,260 80 60.79 Russia $15,177 113 46.85 Mali $1,047
15 84.05 Ireland $36,723 48 69.13 Albania $8,123 81 60.12 Moldova $2,951 114 46.06 Tanzania $1,380
16 82.77 United States $45,336 49 68.33 Macedonia $9,323 82 60.06 Guyana $2,930 115 45.95 Djibouti $2,051
17 82.63 Belgium $32,639 50 68.15 Ecuador $8,443 83 60.05 Lebanon $12,592 116 45.51 Cameroon $2,025
18 81.65 Slovenia $24,483 51 67.72 Romania $11,444 84 59.97 Egypt $5,795 117 45.23 Mozambique $882
19 81.28 Estonia $18,927 52 67.24 Colombia $9,143 85 59.71 Sri Lanka $5,384 118 44.84 Iraq $3,659
20 81.11 France $29,819 53 66.80 Montenegro $10,602 86 59.47 Kazakhstan $11,973 119 44.28 Madagascar $843
21 80.77 Spain $26,395 54 66.41 Mexico $13,067 87 59.13 Algeria $7,400 120 44.02 Liberia $560
22 80.49 Portugal $21,032 55 66.29 Peru $9,431 88 58.98 Indonesia $4,272 121 43.11 Mauritania $2,244
23 80.41 Czech Republic $23,815 56 65.86 Philippines $3,801 89 58.97 Mongolia $4,708 122 42.80 Togo $906
24 78.93 Slovakia $21,175 57 65.60 Botswana $14,109 90 58.67 China $7,958 123 42.65 Nigeria $2,335
25 77.75 Costa Rica $11,156 58 65.20 Belarus $13,427 91 58.01 Morocco $4,573 124 42.40 Pakistan $2,402
26 77.51 Uruguay $13,821 59 65.14 Thailand $8,463 92 57.34 Uzbekistan $3,095 125 40.23 Yemen $2,145
27 77.44 Poland $18,304 60 65.03 Armenia $7,374 93 57.08 Kyrgyzstan $2,077 126 40.10 Niger $674
28 77.18 Korea, Republic of $27,991 61 64.99 Bosnia and Herzegovina $7,356 94 56.65 Iran $10,405 127 39.93 Angola $5,262
29 76.93 Italy $26,310 62 64.91 Ukraine $6,394 95 56.05 Tajikistan $1,920 128 38.45 Sudan $1,894
30 76.30 Chile $15,848 63 64.70 El Salvador $6,125 96 55.96 Ghana $1,764 129 37.41 Guinea $921
31 73.91 Latvia $15,826 64 64.62 Turkey $13,737 97 53.52 Senegal $1,671 130 37.33 Burundi $483
32 73.87 Hungary $17,033 65 64.38 Saudi Arabia $27,346 98 52.41 Laos $2,522 131 34.17 Central African Republic $943
33 73.76 Lithuania $18,799 66 63.94 Georgia $5,086 99 52.04 Bangladesh $1,622 132 32.60 Chad $1,870
Copyright 2014 © Professor Michael E. Porter 36 20140507—Cali Regional Development Presentation—FINAL
The Social Progress Index 2014 Latin America and the Caribbean
RANK SCORE COUNTRYPPP GDP
PER CAPITARANK SCORE COUNTRY
PPP GDP
PER CAPITARANK SCORE COUNTRY
PPP GDP
PER CAPITARANK SCORE COUNTRY
PPP GDP
PER CAPITA
1 88.24 New Zealand $25,857 34 73.68 Mauritius $13,056 67 63.78 Venezuela $11,623 100 51.89 Cambodia $2,150
2 88.19 Switzerland $39,293 35 73.43 Greece $20,922 68 63.03 Dominican Republic $8,794 101 51.58 Nepal $1,276
3 88.07 Iceland $33,880 36 73.31 Croatia $16,005 69 62.96 South Africa $9,860 102 50.24 India $3,341
4 87.37 Netherlands $36,438 37 72.92 United Arab Emirates $36,267 69 62.96 Tunisia $8,442 103 50.20 Kenya $1,522
5 87.12 Norway $47,547 38 72.58 Panama $14,320 71 62.90 Bolivia $4,552 104 49.88 Zambia $1,475
6 87.08 Sweden $34,945 39 71.40 Israel $27,296 72 62.65 Paraguay $5,290 105 49.46 Rwanda $1,167
7 86.95 Canada $35,936 40 70.66 Kuwait $40,102 73 62.44 Azerbaijan $8,871 106 49.11 Benin $1,364
8 86.91 Finland $31,610 41 70.61 Serbia $9,683 74 62.33 Nicaragua $3,510 107 48.94 Lesotho $1,692
9 86.55 Denmark $32,363 42 70.59 Argentina $11,658 75 61.92 Jordan $5,289 108 48.87 Swaziland $4,522
10 86.10 Australia $35,669 43 70.39 Jamaica $7,083 76 61.37 Guatemala $4,397 109 48.79 Malawi $660
11 85.11 Austria $36,200 44 70.24 Bulgaria $12,178 77 61.28 Honduras $3,657 110 47.99 Congo, Republic of $3,815
12 84.61 Germany $34,819 45 70.00 Malaysia $14,822 78 61.19 Namibia $6,520 111 47.75 Uganda $1,165
13 84.56 United Kingdom $32,671 46 69.97 Brazil $10,264 79 61.07 Cuba 112 47.33 Burkina Faso $1,304
14 84.21 Japan $31,425 47 69.88 Trinidad and Tobago $23,260 80 60.79 Russia $15,177 113 46.85 Mali $1,047
15 84.05 Ireland $36,723 48 69.13 Albania $8,123 81 60.12 Moldova $2,951 114 46.06 Tanzania $1,380
16 82.77 United States $45,336 49 68.33 Macedonia $9,323 82 60.06 Guyana $2,930 115 45.95 Djibouti $2,051
17 82.63 Belgium $32,639 50 68.15 Ecuador $8,443 83 60.05 Lebanon $12,592 116 45.51 Cameroon $2,025
18 81.65 Slovenia $24,483 51 67.72 Romania $11,444 84 59.97 Egypt $5,795 117 45.23 Mozambique $882
19 81.28 Estonia $18,927 52 67.24 Colombia $9,143 85 59.71 Sri Lanka $5,384 118 44.84 Iraq $3,659
20 81.11 France $29,819 53 66.80 Montenegro $10,602 86 59.47 Kazakhstan $11,973 119 44.28 Madagascar $843
21 80.77 Spain $26,395 54 66.41 Mexico $13,067 87 59.13 Algeria $7,400 120 44.02 Liberia $560
22 80.49 Portugal $21,032 55 66.29 Peru $9,431 88 58.98 Indonesia $4,272 121 43.11 Mauritania $2,244
23 80.41 Czech Republic $23,815 56 65.86 Philippines $3,801 89 58.97 Mongolia $4,708 122 42.80 Togo $906
24 78.93 Slovakia $21,175 57 65.60 Botswana $14,109 90 58.67 China $7,958 123 42.65 Nigeria $2,335
25 77.75 Costa Rica $11,156 58 65.20 Belarus $13,427 91 58.01 Morocco $4,573 124 42.40 Pakistan $2,402
26 77.51 Uruguay $13,821 59 65.14 Thailand $8,463 92 57.34 Uzbekistan $3,095 125 40.23 Yemen $2,145
27 77.44 Poland $18,304 60 65.03 Armenia $7,374 93 57.08 Kyrgyzstan $2,077 126 40.10 Niger $674
28 77.18 Korea, Republic of $27,991 61 64.99 Bosnia and Herzegovina $7,356 94 56.65 Iran $10,405 127 39.93 Angola $5,262
29 76.93 Italy $26,310 62 64.91 Ukraine $6,394 95 56.05 Tajikistan $1,920 128 38.45 Sudan $1,894
30 76.30 Chile $15,848 63 64.70 El Salvador $6,125 96 55.96 Ghana $1,764 129 37.41 Guinea $921
31 73.91 Latvia $15,826 64 64.62 Turkey $13,737 97 53.52 Senegal $1,671 130 37.33 Burundi $483
32 73.87 Hungary $17,033 65 64.38 Saudi Arabia $27,346 98 52.41 Laos $2,522 131 34.17 Central African Republic $943
33 73.76 Lithuania $18,799 66 63.94 Georgia $5,086 99 52.04 Bangladesh $1,622 132 32.60 Chad $1,870
Copyright 2014 © Professor Michael E. Porter 37 20140507—Cali Regional Development Presentation—FINAL
The Social Progress Index: Key Findings
• Economic development is necessary but not sufficient as a
measure of national performance. GDP per capita is an
incomplete measure of a country's overall performance
Copyright 2014 © Professor Michael E. Porter 38 20140507—Cali Regional Development Presentation—FINAL
Social Progress Index vs. GDP per Capita (PPP), 2014
Colombia
Copyright 2014 © Professor Michael E. Porter 39 20140507—Cali Regional Development Presentation—FINAL
Social Progress Index Dimensions vs. GDP per Capita (PPP)
Copyright 2014 © Professor Michael E. Porter 40 20140507—Cali Regional Development Presentation—FINAL
The Social Progress Index: Key Findings
• Economic development is necessary but not sufficient as a
measure of national performance. GDP per capita is an
incomplete measure of a country's overall performance
• Just as economic development helps social progress, social
progress can enable sustainable economic development
• Some approaches to economic development are less effective
than others in advancing social progress, and even
counterproductive, and vice versa
• The amount of government spending (as a percent of GDP) is an
incomplete explanation for social progress performance
Copyright 2014 © Professor Michael E. Porter 41 20140507—Cali Regional Development Presentation—FINAL
Social Progress Index vs. Government Expenditure
Colombia
Copyright 2014 © Professor Michael E. Porter 42 20140507—Cali Regional Development Presentation—FINAL
Social Progress Index Rank: 52 GDP per Capita Rank: 62 COLOMBIA
BASIC HUMAN NEEDS
Score
(100)
Rank
(132)
W FOUNDATIONS OF WELLBEING
Score
(100)
Rank
(132)
S OPPORTUNITY
Score
(100)
Rank
(132)
N 69.56 75 75.72 39 56.45 51
Nutrition and Basic Medical Care 90.61 72 N Access to Basic Knowledge 89.63 75 N Personal Rights 58.60 65 N
Undernourishment W- Adult literacy rate N Political rights N
Depth of food deficit W Primary school enrollment W- Freedom of speech N
Maternal mortality rate N Lower secondary school enrollment N Freedom of assembly/association N
Stillbirth rate S Upper secondary school enrollment N Freedom of movement N
Child mortality rate N Gender parity in secondary enrollment N Private property rights S
Deaths from infectious diseases N
Water and Sanitation 72.18 81 W Access to Information and Communications 61.84 67 N Personal Freedom and Choice 75.13 30 S
Access to piped water N Mobile telephone subscriptions N Freedom over life choices S
Rural vs. urban access to improved water source W- Internet users N Freedom of religion N
Access to improved sanitation facilities W Press Freedom Index W Modern slavery, human trafficking, child marriage N
Satisfied demand for contraception S
Corruption N
Shelter 76.88 40 S Health and Wellness 79.21 21 N Tolerance and Inclusion 51.41 61 N
Availability of affordable housing N Life expectancy N Women treated with respect W
Access to electricity N Non-communicable disease deaths between 30 and 70 S Tolerance for immigrants S
Quality of electricity supply N Obesity rate N Tolerance for homosexuals S
Indoor air pollution attributable deaths N Outdoor air pollution attributable deaths N Discrimination and violence against minorities N
Suicide rate N Religious tolerance N
Community safety net S
Personal Safety 38.56 119 W Ecosystem Sustainability 72.18 17 S Access to Advanced Education 40.67 70 N
Homicide rate W- Greenhouse gas emissions N Years of tertiary schooling N
Level of violent crime W Water withdrawals as a percent of resources S+ Women's average years in school N
Perceived criminality N Biodiversity and habitat N Inequality in the attainment of education N
Political terror W Number of globally ranked universities S+
Traffic deaths N
Relative Strength Neutral Relative Weakness
Note: Strengths and weaknesses are relative to 15 countries of similar GDP: Macedonia, Azerbaijan, Peru, Dominican Republic, Serbia, Thailand, Ecuador,
Tunisia, South Africa, Albania, Brazil, China, Iran, Montenegro, and Algeria
Copyright 2014 © Professor Michael E. Porter 43 20140507—Cali Regional Development Presentation—FINAL
The Social Progress Network: Paraguay Committee
43
• La Asociación de Empresarios Cristianos (ADEC)
• La Federación de la Producción, la Industria y el Comercio (FEPRINCO)
• La Fundación Paraguaya
• La Fundación Moisés Bertoni
• La Fundación Desarrollo en Democracia (DENDE)
• Fundación Avina
• La Universidad Católica- Programa de Maestría en Administración de Empresas
Paraguay has organized a local committee to deploy the Social Progress Index at all levels
The National Social Progress committee has started work in three priority areas:
• Nutrition (meet the nutritional needs of 1,000,000 additional Paraguayans)
• Water and sanitation
• Shelter
Copyright 2014 © Professor Michael E. Porter 44 20140507—Cali Regional Development Presentation—FINAL
1. Competitiveness and Economic Development
2. Enhancing Social Development
3. Business as a Driver of Social and Economic
Development
4. Creating a Regional Strategy
Regional Economic and Social Development:
The New Learning
Copyright 2014 © Professor Michael E. Porter 45 20140507—Cali Regional Development Presentation—FINAL
• Only business can create economic prosperity, through meeting
needs at a profit
• Societies everywhere are facing significant social, environmental
and economic development challenges
• Government and NGO’s lack sufficient resources and
capabilities to fully meet these challenges alone
• Corporate social responsibility efforts are greater than ever, but the
legitimacy of business has fallen
We need a new approach
The Role of Business in Society
Copyright 2014 © Professor Michael E. Porter 46 20140507—Cali Regional Development Presentation—FINAL
Philanthropy
• Donations to worthy
social causes
• Volunteering
The Role of Business in Social and Economic Progress Evolving Approaches
Copyright 2014 © Professor Michael E. Porter 47 20140507—Cali Regional Development Presentation—FINAL
Corporate Social
Responsibility
(CSR)
Philanthropy
• Donations to worthy
social causes
• Volunteering
• Compliance with
community standards
• Good corporate
citizenship
• ―Sustainability‖
• Mitigating risk and
harm
• Improving trust and
reputation
The Role of Business in Social and Economic Progress Evolving Approaches
Copyright 2014 © Professor Michael E. Porter 48 20140507—Cali Regional Development Presentation—FINAL
Corporate Social
Responsibility
(CSR)
Creating Shared
Value
(CSV)
Philanthropy
• Donations to worthy
social causes
• Volunteering
• Compliance with
community standards
• Good corporate
citizenship
• ―Sustainability‖
• Mitigating risk and
harm
• Improving trust and
reputation
• Addressing societal
needs and challenges
with a business model
The Role of Business in Social and Economic Progress Evolving Approaches
Copyright 2014 © Professor Michael E. Porter 49 20140507—Cali Regional Development Presentation—FINAL
• Social deficits and environmental impact create economic costs for companies
• Community weaknesses affect company productivity
• Social needs represent the largest unserved market opportunities
Company
Productivity
Workforce
Skills
Worker Safety
Environmental
Improvement
Education
Water Use
Energy
Efficiency
Health
Affordable
Housing
Community
Economic
Development
The Opportunity for Shared Value
Copyright 2014 © Professor Michael E. Porter 50 20140507—Cali Regional Development Presentation—FINAL
Levels of Shared Value
I. Meeting social needs through products and underserved
customers
II. Redefining productivity in the value chain
III. Improving the local and regional business environment
Copyright 2014 © Professor Michael E. Porter 51 20140506—Bogota Chamber of Commerce CSV and Clusters Presentation—V6
Shared Value in Products and Markets Banco de Crédito e Inversiones (BCI), Chile
• BCI launched in 2007 the ―Nace” fund to provide credit to scale entrepreneurs who
did not qualify for conventional financing
• Unique lending criteria targeted entrepreneurs with a high level of commitment
and perseverance, as well as high quality business plans
• In addition to capital, Nace provides tools and advice to clients for business
planning and networking
• Since its inception, the program has extended $160 million in credit to 7,500
entrepreneurs with a comparable default rate to BCI’s conventional SME clients
• An estimated 15,000 new jobs have been created
• Nace profits have grown by a factor of 25 and the program is considered to be an
important opportunity for continued growth at the bank
Copyright 2014 © Professor Michael E. Porter 52 20140506—Bogota Chamber of Commerce CSV and Clusters Presentation—V6
Shared Value in the Value Chain
Marketing
& Sales
(e.g., Sales
Force,
Promotion,
Advertising,
Proposal
Writing,
Website)
Inbound
Logistics
(e.g., Incoming
Material
Storage, Data
Collection,
Service,
Customer
Access)
Operations
(e.g., Assembly,
Component
Fabrication,
Branch
Operations)
Outbound
Logistics
(e.g., Order
Processing,
Warehousing,
Report
Preparation)
After-Sales
Service
(e.g., Installation,
Customer
Support,
Complaint
Resolution,
Repair)
M
a
r
g
i
n
Firm Infrastructure (e.g., Financing, Planning, Investor Relations)
Procurement (e.g., Components, Machinery, Advertising, Services)
Technology Development (e.g., Product Design, Testing, Process Design, Material Research, Market Research)
Human Resource Management (e.g., Recruiting, Training, Compensation System)
• Procurement that enhances supplier
capabilities and efficiency
• Improving energy, water and resource
efficiency across the value chain
• Minimizing logistical intensity
• Improving employee health and safety
• Enhancing the productivity (and through this
wages) of lower income employees
• Recruiting to reflect the diversity of
customers and the communities where a
company operates
• Others…
Copyright 2014 © Professor Michael E. Porter 53 20140507—Cali Regional Development Presentation—FINAL
Shared Value in the Value Chain Fibria, Brazil
• Fibria, the world’s leading manufacturer of chemical pulp, utilizes planted
eucalyptus trees and integration of native habitat to dramatically reduce the
land required and sustainability in wood fiber cultivation
• The company also encourages small-scale producers near its mills to plant
eucalyptus in conjunction with other crops, assisting them with technical
training and inputs
• Fibria achieves far greater land and water efficiency versus traditional
plantation methods
• Small scale producers currently contribute 27% of the raw material volume
utilized in Fibria mills, improving efficiency
• Over 4000 households have significantly increased employment and incomes
Copyright 2014 © Professor Michael E. Porter 54 20140507—Cali Regional Development Presentation—FINAL
Shared Value in the Value Chain Manuelita Palm Oil Company, Colombia
• Manuelita’s palm oil extraction company in the Eastern Plains of Colombia
involved high energy cost, and methane emissions from the production
process were a major environmental problem
• The company began capturing the methane gas emitted during production
and invested $8.5 million in a bioreactor for gas processing
• Manuelita energy costs fell by 80%
• Methane gas emissions fell by 85%
Copyright 2014 © Professor Michael E. Porter 55 20140507—Cali Regional Development Presentation—FINAL
55
Shared Value in the Value Chain Manuelita Palm Oil Company, Colombia
Copyright 2014 © Professor Michael E. Porter 56 20140507—Cali Regional Development Presentation—FINAL
Shared Value in the Local Business Environment Arca Continental
• Arca Continental is the second largest bottling company in Latin America,
and one of the largest Coca-Cola bottlers in the world
• Arca Continental established a program to train and invest in the micro-
entrepreneur retailers who sell more than 60% of the Company’s products,
including management, sales and marketing and merchandising
• Invests in low energy use coolers and fixture improvements
• Participating retailers register sales increases of 25% or more, with improved
customer satisfaction, leading to similar increases in the sales of Arca’s
products
• Arca Continental recovers its investment in 6 months or less
• Beginning in Mexico, the program is being extended to Argentina and
Ecuador
Copyright 2014 © Professor Michael E. Porter 57 20140507—Cali Regional Development Presentation—FINAL
Creating Shared Value: Where is the Opportunity?
Nestlé
Water Rural
Development
Nutrition
• Opportunities to create shared value are inevitably
tied closely to a company’s particular businesses
Copyright 2014 © Professor Michael E. Porter 58 20140507—Cali Regional Development Presentation—FINAL
• Natural, fresh, organic, and freshly prepared foods and
health items with excellent service at premium prices
• Cater to specialized nutritional requirements (gluten
allergies, vegan, etc.)
• Serve educated customers who are passionate about
food and a healthy lifestyle
• Well-lit, inviting supermarket store formats with
appealing displays and extensive prepared foods
sections
• Produce section as ―theater‖
• Café-style seating areas with wireless internet for
meals and meetings
• Each store carries local produce and has the authority
to contract with the local farmers. Company provides
low-interest loans if needed
• Nutrition information and education provided to
shoppers along with products
• High touch in-store customer service via
knowledgeable, flexible, and highly motivated
personnel
• Flat compensation structure
• Own seafood procurement and processing facilities to
control quality, sustainability and price from the boat to
the counter
• Heavy emphasis on environmental sustainability in all
activities
• Emphasis on supporting community development
Value Proposition Distinctive Activities
• Whole Foods is the most economically successful food retailer in North America
• Successful strategies in the future will embody a significant shared value dimension
Shared Value and Company Strategy Whole Foods Markets
Copyright 2014 © Professor Michael E. Porter 59 20140507—Cali Regional Development Presentation—FINAL
Purpose Based Strategic Positioning
Traditional Positioning New Positioning
• Food and Beverage
Company
• Nutrition, Health and Wellness
Company
Nestlé
• Defining the clear social purpose underlying a company’s products and activities opens
new opportunities for growth and profitability, while motivating and attracting
consumers, business partners, employees, shareholders, and the public
• Health Insurance • ―Making People Healthier and
Enhancing Their Lives‖
Discovery
Health
Insurance
• Book Publishing • Improving Educational
Outcomes Pearson
Copyright 2014 © Professor Michael E. Porter 60 20140507—Cali Regional Development Presentation—FINAL
The Purpose of Business
• The purpose in business is to create economic value while creating shared
value for society
• Businesses acting as businesses, not as charitable givers, are arguably the
most powerful force for addressing many of the pressing issues facing our
society
• Shared value will give rise to far broader opportunities for strategy and
economic value creation and will drive the next wave of innovation,
productivity, and economic growth
• A transformation of business practice around shared value will give purpose to
the corporation
Copyright 2014 © Professor Michael E. Porter 61 20140507—Cali Regional Development Presentation—FINAL
1. Competitiveness and Economic Development
2. Enhancing Social Development
3. Business as a Driver of Social and Economic
Development
4. Creating a Regional Strategy
Regional Economic and Social Development:
The New Learning
Copyright 2014 © Professor Michael E. Porter 62 20140507—Cali Regional Development Presentation—FINAL
• An overall agenda for creating a
distinctive and more
competitive position for a
country or region, based on its
particular circumstances
• Implementing best practices in
each policy area
• There are a huge number of
policy areas that matter
• No country can (or should try to)
make progress in all areas
simultaneously
Policy
Improvement
Economic
Strategy
What Is an Economic Strategy?
Copyright 2014 © Professor Michael E. Porter 63 20140507—Cali Regional Development Presentation—FINAL
Regional Value Proposition
Developing a Regional Economic Strategy
• What is the distinctive competitive position of the region given its
location, legacy, existing strengths, and potential strengths?
– What unique advantages as a business location?
– For what types of activities and clusters?
– What roles with the surrounding regions, countries, and the global economy?
Developing Unique Strengths Achieving and Maintaining Parity
with Peers
• What elements of the business
environment can be unique strengths
relative to peers/neighbors?
• What existing and emerging clusters
can be built upon?
• What weaknesses must be addressed to
remove key constraints and achieve parity
with peer locations?
• Priorities and sequencing are a necessity in economic development
Copyright 2014 © Professor Michael E. Porter 64 20140507—Cali Regional Development Presentation—FINAL
Principles of Regional Economic Strategy
• The central goal of economic strategy is to enhance a region’s
productivity. This is the only way to create jobs, high income, and
wealth in the long run
• Economic strategy is non-partisan and about getting results
• Improving productivity does not just involve new public resources, but
using existing resources better
• Improving productivity demands that the private sector engage
government and vice versa
• Improvements in competitiveness take time to produce results
• Competitiveness improvement is essential to take advantage of the
FTAs
Copyright 2014 © Professor Michael E. Porter 65 20140507—Cali Regional Development Presentation—FINAL
Tests of Regional Economic Strategy
• Does the strategy articulate a distinctive position for the region?
– That will create a positive identity?
– That will inspire citizens?
• Does the strategy build on existing or potential strengths?
– Are the strengths realistic versus neighbors and other peer regions?
• Does the strategy fit with trends in the neighborhood and the world economy?
• Is the strategy realistic given the region’s weaknesses? Can weaknesses that retard the strategy be neutralized?
• Are social and political reforms integrated with economic reforms and pursued simultaneously?
• Is there the political will and the political consensus to implement the strategy?
Copyright 2014 © Professor Michael E. Porter 66 20140507—Cali Regional Development Presentation—FINAL
Tests of an Economic Strategy Continued
• Do the policy priorities fit the strategy?
– The choice of policies, and their design?
– The sequence in which policies are implemented?
• Has the strategy been communicated clearly to all stakeholders?
• Is the private sector engaged?
• Is government organized around the strategy?
• Is there an overall coordinating structure for economic development?
• Is the quality of governmental agencies and other institutions sufficient for effective implementation?
• Are there mechanisms to measure progress and review / modify the strategy as prosperity improves or conditions change?
Copyright 2014 © Professor Michael E. Porter 67 20140507—Cali Regional Development Presentation—FINAL
• Adopt a cluster-based economic development framework
• Create a clear economic strategy for the department of Valle del
Cauca in collaboration with government and other stakeholders
• Strengthen the organizational capacity to upgrade competitiveness
• Engage the private sector more effectively in cluster development and
improving the departmental business environment
• Embrace the creating shared value model as a way to engage
business to addressing the social and environmental problems of the
region
• Take advantage of opportunities for collaboration with neighboring
departments to improve productivity in logistics, energy networks,
higher education and other areas
Recommendations for Valle del Cauca