1) The document discusses using culture and creativity as drivers for local sustainable economic development (LSED). It critiques the traditional LSED approach for its narrow focus on competitiveness and lack of resilience.
2) It argues that culture, creativity, and innovation are key intangible assets that can foster endogenous growth and development. Territories have unique institutional and cultural characteristics that influence economic outcomes.
3) The document examines initiatives taken by the Apulia region of Italy to enhance new cultural services, promote cross-sector activities, attract external demand, and exploit local comparative advantages in cultural industries as part of its strategy for a cultural-based LSED.
What is the Creative Economy - and Why You Should CareCreative Startups
The Creative Economy is exploding - leading economic growth, innovation, and entrepreneurial opportunities. So, what is it? And, how does your work fit?
What is the Creative Economy - and Why You Should CareCreative Startups
The Creative Economy is exploding - leading economic growth, innovation, and entrepreneurial opportunities. So, what is it? And, how does your work fit?
Presentation by Peter Nijkamp in cooperation with
Karima Kourtit
Advanced Brainstorm Carrefour (ABC): ‘Smart People in Smart Cities’ Matej Bel University, Banská Bystrica, Slovakia (August, 2016)
Media Life is a course intended for undergraduate students across campus. Its goal is to make people aware of the role that media play in their everyday life. The key to understanding a "media life" is to see our lives not as lived WITH media (which would lead to a focus on media effects and media-centric theories of society), but rather IN media (where the distinction between what we do with and without media dissolves).
Presentación: GLOBALIZACIÓN ECONÓMICA, 3º ESO. Bilingüe.
topic 5. A globalized world.
On several slides you will find some references to Homework in different pages, they refers to Santillana Richmond book, in which the presentation is based on.
Inclusive growth strategies: what role for the labour market policies? - Fran...OECD CFE
Presentation by Francesca FROY, Advisor to the OECD LEED from the OECD capacity building seminar “A workforce for the future - Designing strong local strategies for better jobs and skills”, 28-29 Nov 2017, Venice, Italy.
More information: http://oe.cd/CBSVenice2018
Presentazione di Francesco Palumbo, direttore dell'Area Politiche per la Promozione del Territorio, dei Saperi e dei Talenti della Regione Puglia, al Festival dell'Innovazione 2013 nell'ambito di "CROSSOVER CREATIVITY LAB", The HUB, c/o Fiera del Levante - 24 maggio 2013
Presentation by Peter Nijkamp in cooperation with
Karima Kourtit
Advanced Brainstorm Carrefour (ABC): ‘Smart People in Smart Cities’ Matej Bel University, Banská Bystrica, Slovakia (August, 2016)
Media Life is a course intended for undergraduate students across campus. Its goal is to make people aware of the role that media play in their everyday life. The key to understanding a "media life" is to see our lives not as lived WITH media (which would lead to a focus on media effects and media-centric theories of society), but rather IN media (where the distinction between what we do with and without media dissolves).
Presentación: GLOBALIZACIÓN ECONÓMICA, 3º ESO. Bilingüe.
topic 5. A globalized world.
On several slides you will find some references to Homework in different pages, they refers to Santillana Richmond book, in which the presentation is based on.
Inclusive growth strategies: what role for the labour market policies? - Fran...OECD CFE
Presentation by Francesca FROY, Advisor to the OECD LEED from the OECD capacity building seminar “A workforce for the future - Designing strong local strategies for better jobs and skills”, 28-29 Nov 2017, Venice, Italy.
More information: http://oe.cd/CBSVenice2018
Presentazione di Francesco Palumbo, direttore dell'Area Politiche per la Promozione del Territorio, dei Saperi e dei Talenti della Regione Puglia, al Festival dell'Innovazione 2013 nell'ambito di "CROSSOVER CREATIVITY LAB", The HUB, c/o Fiera del Levante - 24 maggio 2013
Informe sobre el papel de las políticas públicas en desarrollo emprendedor y potencial innovador de los sectores culturales y creativos. En él reconoce a Conexiones improbables como ejemplo de Buenas Prácticas para la Unión Europea.
Coronavirus (COVID-19) and cultural and creative sectors: impact, policy resp...OECD CFE
Slides of the OECD ECBN webinar "Coronavirus (COVID-19) and cultural and creative sectors: impact, policy responses and opportunities to rebound after the crisis" held on April 17, 2020.
More info: https://oe.cd/culture-webinars
Creative industries: EU Policy: McGill Globalization ForumLidia Varbanova
Creative Industries in the European Union: Why EU cares and how EU supports creative industries? Presented by Lidia Varbanova at McGill Gloalization Forum, 2016
ECON3501
CARIBBEAN ECONOMIC
DEVELOPMENT
CREATIVE INDUSTRY
RESOURCE MATERIALS
Levitt, Kari; Witter, Michael (1996). The Critical Tradition of Caribbean Political
Economy: The Legacy of George Beckford. Kingston. Ian Randle Publishers
Beckford; George (2000) Persistent Poverty; Underdevelopment in the Plantation
Economies of the Third World. UWI Press.
Todaro Michael & Smith Stephen; C. (2011) 11th Ed. Economic Development. Pearson
Education & Addison-Wesley
Bhagwati Jagdish (2004). In Defence of Globalization, Oxford University Press
Blackman; Courtney. (2005). The Practice of Economic Management: Caribbean
Perspective Kingston: Ian Randle Publishers
United Nations- UNDP, Human Development Report. World Bank-World
Development Report
2
CREATIVE INDUSTRIES
Broadly speaking, the term ‘creative industries’ refers
to a range of economic activities that are concerned
with the generation and commercialization of
creativity, ideas, knowledge and information.
The term ‘creative industries’ describes businesses
with creativity at their heart.
For example design, music, publishing, architecture, film
and video, crafts, visual arts, fashion, TV and radio,
advertising, literature, computer games and the
performing arts.
3
CREATIVE INDUSTRIES
There are thirteen sub-sectors under the term
‘creative industries’.
These include: advertising; architecture; the art and
antiques market; crafts; design; designer fashion; film
and video; interactive leisure software; music; the
performing arts; publishing; software and computer
games; and television and radio.
4
CONFUSION BETWEEN CREATIVE AND
CULTURAL INDUSTRIES
“In its broadest sense it is used to refer to all the industries that
generate copyright, patents and trademarks. In other contexts it
is used to refer only to such industries that produce content or
cultural industries.” (Hawkins, 1991)
Possibly the most accepted definition at an international level is
that of the Department of Culture, Media and Sport (DCMS) in
the UK.
According to the Department, creative industries are those that:
“Have their origin in creativity, individual skills and talent and
have the potential to create wealth and employment through the
generation and exploitation of intellectual property.”
5
CULTURAL INDUSTRIES
The term ‘cultural industries’ is also used by some
agencies, though this term relates to a more specific
range of industries and can be regarded as a subset of
the creative industries.
The cultural industries are defined by UNESCO as
‘industries that combine the creation, production and
commercialization of contents which are intangible and
cultural in nature
these contents are typically protected by copyright
and they can take the form of a good or a service.’
6
CREATIVE ECONOMY
7
This is an evolving concept based on creative assets embracing
economic, cultural, social and ...
Day 1 - Culture & jobs: rescue, support, unleashOECD CFE
Virtual meeting entitled, "Culture & jobs: rescue, support, unleash" from 27-28 January 2021 as part of the CULTURE, CREATIVE SECTORS AND LOCAL DEVELOPMENT Policy webinar series. Providing evidence and guidance to cities and regions on ways to maximize the economic and social impact of culture and support the creative economy.
Employability in the Cultural and Creative Sectors in Arab Mediterranean Coun...Jamaity
One of the main purposes of our study is to provide the conceptual and policy framework for understanding the creative economy, in order to identify major obstacles to
employment and employability in the cultural and creative sectors in four Arab Mediterranean Countries [AMC]: Palestine, Egypt, Tunisia and Morocco. We aim to identify the main obstacles facing job creation in these sectors, and assess gaps between the supply of skills (by universities and training centers) and their demand (by the labor market). To what extent are employment policies and Active Labor Market Programs [ALMP] in these countries capable of reducing the mismatch in these areas and supporting youth employability?
A preliminary study (literature review to collect data on the subject, including comparative studies for the four countries, etc.) allowed us to identify the main challenges of the cultural and creative sectors in AMC and to analyze the major characteristics of the labor market (section I). We conducted interviews with key-informants and stakeholders, by
developing a single questionnaire (see appendix 1), in order to discuss the specific challenges of each of the four countries (sections II, III, IV and V). Thus, we tried to combine two complementary approaches in our methodology: analysis of key documents and investigation methods used in development projects. While trying to identify our key
informants, we took into account the requirement to meet stakeholders from various backgrounds (including policy makers, cultural managers, artists…). Finally, five sets of
recommendations are suggested according to the main issues and challenges facing employability:
1- Improving the attractiveness and the quality of VET
2- Better preparedness of higher education institutions in order to reduce the skill
mismatch
3- The budget of ministries of culture should be increased and restructured
4- Need for better synergy between the local and the international scene
5- Better inclusive policies are needed for better jobs in the creative sector
Last June,within the EUNIP´s meeting ,I adressed this presentation to define a successful industrial policy path to be applied in today´s crisis scenario.
The Culture of Welcoming: Attracting and Retaining Creative ClassEmily Robson
Presentation delivered by Magdy ElDakiky, Community Economic Development Specialist, Ontario Ministry of Agriculture, Food and Rural Affairs at November 27 2008 \"Economies in Transition\" forum in Chatham, Ontario.
Similar to CULTURE AND CREATIVITY AS DRIVERS FOR LSED (20)
The secret way to sell pi coins effortlessly.DOT TECH
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what is the best method to sell pi coins in 2024DOT TECH
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when will pi network coin be available on crypto exchange.DOT TECH
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what is the future of Pi Network currency.DOT TECH
The future of the Pi cryptocurrency is uncertain, and its success will depend on several factors. Pi is a relatively new cryptocurrency that aims to be user-friendly and accessible to a wide audience. Here are a few key considerations for its future:
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1. Mainnet Launch: As of my last knowledge update in January 2022, Pi was still in the testnet phase. Its success will depend on a successful transition to a mainnet, where actual transactions can take place.
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5. Technology Development: The Pi network must continue to develop and improve its technology, security, and scalability to compete with established cryptocurrencies.
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7. Monetization and Sustainability: The Pi team's monetization strategy, such as fees, partnerships, or other revenue sources, will affect its long-term sustainability.
It's essential to approach Pi or any new cryptocurrency with caution and conduct due diligence. Cryptocurrency investments involve risks, and potential rewards can be uncertain. The success and future of Pi will depend on the collective efforts of its team, community, and the broader cryptocurrency market dynamics. It's advisable to stay updated on Pi's development and follow any updates from the official Pi Network website or announcements from the team.
how to sell pi coins in all Africa Countries.DOT TECH
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The U.S. economy is continuing its impressive recovery from the COVID-19 pandemic and not slowing down despite re-occurring bumps. The U.S. savings rate reached its highest ever recorded level at 34% in April 2020 and Americans seem ready to spend. The sectors that had been hurt the most by the pandemic specifically reduced consumer spending, like retail, leisure, hospitality, and travel, are now experiencing massive growth in revenue and job openings.
Could this growth lead to a “Roaring Twenties”? As quickly as the U.S. economy contracted, experiencing a 9.1% drop in economic output relative to the business cycle in Q2 2020, the largest in recorded history, it has rebounded beyond expectations. This surprising growth seems to be fueled by the U.S. government’s aggressive fiscal and monetary policies, and an increase in consumer spending as mobility restrictions are lifted. Unemployment rates between June 2020 and June 2021 decreased by 5.2%, while the demand for labor is increasing, coupled with increasing wages to incentivize Americans to rejoin the labor force. Schools and businesses are expected to fully reopen soon. In parallel, vaccination rates across the country and the world continue to rise, with full vaccination rates of 50% and 14.8% respectively.
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CULTURE AND CREATIVITY AS DRIVERS FOR LSED
1. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
CULTURE AND CREATIVITY AS
DRIVERS FOR LSED
PIERLUIGI MONTALBANO
SAPIENZA UNIVERSITY (ITALY) & SUSSEX UNIVERSITY (UK)
pierluigi.montalbano@uniroma1.it
2. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Standard LD: A critique
P. Montalbano – SAPIENZA
3. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Background:
Limits of the traditional LD approach
3
• Focus on productivity and attractiveness of firms and labor
(Buck et al., 2005; Bristow, 2005, 2010)
• Consequences:
• ‘ubiquitification’ of regional development strategies
(Bristow, 2005; Maskell and Malmberg, 1999);
• narrow vision of “competitiveness”
• Lack of resilience of local economies
• The recent global ‘credit crunch’ has highlighted the
advantages of being less dependent upon globally footloose
activities, having greater economic diversity, etc., Ashby et al,
2009; Larkin and Cooper, 2009).
P. Montalbano – SAPIENZA
4. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Main assumptions of the dominant approach
4
• Capital and labor completely mobile
• Business environment matters the most in attracting
footloose investment and high skilled and creative labor.
• What’s wrong with it?
• factors of production are rarely perfectly mobile
• Innovation and creativity are not placeless
• Agglomeration
• Spatial inertia of the ‘new’ economy industries applying
distance-shrinking technologies too (e.g. Rodriguez-Pose
and Crescenzi, 2008).,
P. Montalbano – SAPIENZA
5. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
What’s new? Territories matter !
5
• Trade is not placeless (from HOS to Gravity)
• Not all firms relocate
• Relocation brings its own costs and upheaval
• Local ties are too strong
• Local institutions matter for business
• Territories have institutional and cultural specificities
We lack a deeper understanding of the causal effects of the
endogenous processes that generate territory-specific economic and
institutional framework (Harrison, 2006; Malecki, 2004).
P. Montalbano – SAPIENZA
6. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Rethinking Local Development
P. Montalbano – SAPIENZA
7. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Economic Theory knows already…
7
• Since the seminal work of Arrow (1962), the role of
knowledge has been a key driver for economic growth
(i.e., marshallian externalities)
• From the Nineties the endogenous approach highlights the
role of intangible factors as key drivers of growth and
development (Barro, et al, 1995).
• Endogenous growth fosters additional externalities
linked to the intangible assets (such as learning,
networking, personal and social capabilities, etc.) that
impact positively the productivity of factors.
P. Montalbano – SAPIENZA
8. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Krugman (1997) ’s “rethinking”
and the role of Geography
8
• NP Krugman (1997) argued that the Silicon Valley cluster in
California, owing its existence to ‘‘small and historical accidents
that, occurring at the right time, set in motion a cumulative
process of self-reinforcing growth’’ (no placeless competition)
• More recently, an evolutionary approach of regions’ development
have drawn attention to their cultural, institutional and social
contingencies that determine their ability to adapt to changing
market conditions, the emergence of new technologies and
competitors, and thus their capacity to create new development
trajectories (Boschma, 2004; Boschma and Martin, 2007).
P. Montalbano – SAPIENZA
9. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Hence: what role for culture and creativity?
9
• Tacit Knowledge (Culture) is one of the key intangible assets for a self-
sustaining process of consumption/accumulation of human capital that,
among other things, fosters Local Sustainable Economic Development
(LSED).
• In 1990s, the New Labour government’s Creative Industries Mapping
Documents in Britain put the notion of creativity at the center of the
debate.
• It has been seen as the occasion to revamping the notion of the
economics of territories and promote new development strategies able to
overcome the crisis of the mercantilist approach (Valentino, 2012).
• Information societies, knowledge economies, smart cities has become
since then the key factors for a breakthrough of the spatial organization
of towns, social relations and even political participation (Castells, 1996-
1998).
P. Montalbano – SAPIENZA
10. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
However: culture and creativity are not synonymous…
10
• Culture is generally understood as the set of knowledge, customs and levels
of artistic and scientific development that defines an era or social group
(EECS 102/2004) – e.g., information society---
• Creativity is specifically interpreted as the capacity to think in an innovative
way, or to produce new ideas that bring together existing elements in a new
way (be they processes, objects, knowledge, etc.). --e.g., Steve Jobs--
• Innovation refers more generally to processes and products developed from
knowledge, techniques and tools. –e.g., ipad --
Who cares?
1. These concepts that are often blurred in current language;
2. It highlights the deep interconnections between culture, creativity
and innovation;
3. the lack of a clear distinction makes it difficult to pinpoint a single
analysis approach
P. Montalbano – SAPIENZA
11. 2.6 % of EU-27 GDP
5 million of people
+ 3.000 euros trade surplus for EU-
27
+9% average world rate of growth
99% of enterprise are SMEs
(EU, Green paper, 2010)
CCIs - Cultural and Creative Industries:
What we talk about?
7% of EU-27 GDP
14.4 million of people
862 billions of euros –contribution
to EU-27 added value
(TERA study, 2010)
12. WHY FIGURES DIFFER?
• No a single and universal
definition of CCI
• creative people are often
brokers across disciplines
and industries
• WE SHOULD ACKNOWLEDGE
the distinction between
culture, creativity and
innovation
• At the same time, we should
separate conceptualization
analysis and governance of
the creative processes
(KEA, 2009)
13. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Please mix and match…
13
P. Montalbano – SAPIENZA
(UNCTAD, creativity report, 2008)
14. EU SUPPORT TO CULTURAL AND CREATIVE
INDUSTRIES“UNLOCKING THE POTENTIAL OF
CULTURAL AND CREATIVE INDUSTRIES”….
WITH A PARTICULAR ATTENTION TO SMES.
- Communication from the Commission on a
European agenda for culture in a globalizing world –
10/05/2007
- Conclusions of the Council On the Work Plan for
Culture 2008-2010 – 10/06/2008
- EC, The Green Paper COM(2010) 183
- An European CCIs workgroup (to be established);
- Sector studies (contribution of culture to creativity;
CCIs entrepreneurship;, contribution of culture to
local and regional development, etc.)
15. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Towards a cultural based LSED
P. Montalbano – SAPIENZA
16. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
A naïve cultural based LSED
16
P. Montalbano – SAPIENZA
cultural resources
attract visitors
(external demand)
Visitors
generate an
expenditure
this expenditure
is transformed
into revenue
and capital for
local
development
The revenue is
partly transformed
into new demand for
local production
(multiplying effect)
and, partly, in new
imports (net value of
exportable services)
17. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
A naïve cultural based LSED (cont.d)
17
• Thanks to technological innovation and creativity it is nowadays
possible to sell outside an increasing amount of cultural services
associated to the same resources, and to foster a sustainable long-
term process of growth:
• The impact on the local economy will be then multiplied and determined
by: the net value of exportable services (i.e., the difference between the value of
services sold externally and the costs of goods and services the area has to import in
order to produce them)
P. Montalbano – SAPIENZA
Creativity
and
Innovation
New
Cultural
Services
New
External
demand
Creativity
and
Innovation
New
Cultural
Services
New
external
demand
18. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
A first set of Policy Recommendations…
18
• Cultural resources are a necessary but not a sufficient
condition to start a process of cultural based economic
growth;
• Creativity & innovation are the key determinants of long-
term growth.
• Hence: not the same thing but a self-sustaining process !
P. Montalbano – SAPIENZA
19. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Consequences:
Cultural based LSED:
19
a) does not produce any relevant effect if an area is poor
in terms of services
b) Its rate of growth depends crucially on creativity &
innovation (human capital/skills)
c) It requires a “critical mass” of demand (to cover the
start-up production)
d) It is driven by specialization and comparative
advantage (The higher the level of dependence of the area on
the outside the lower will be the multiplier for the internal income)
P. Montalbano – SAPIENZA
20. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
The Apulia Strategy and empirical initiatives
In accordance with the LSED conceptual framework, Apulia strategy developed some
empirical initiatives in terms of key components of the cultural based model for LSED.
APULIA STRATEGIES FOR LSED EMPIRICAL INITIATIVES
1) enhancement of new cultural services;
‐ ENVIRONMENTAL AND CULTURAL SYSTEMS (ECS)
‐ URBAN LABORATORIES
‐ INHABITED THEATRES
‐ INTRAMOENIA EXTRA ART and CONTEMPORARY CIRCUIT
2) promoting cross‐activities: creativity &
innovation (human capital/skills)
‐ ACTIVE PRINCIPLES INITIATIVE
‐ LIVING LAB and SMART CITIES (ECS)
3) The attraction of a critical mass of
external demand mainly by a strong
financial and technical support to a
number of local cultural activities and
initiatives
‐ PUGLIA EVENTS (Night of Tarantula music festival)
‐ APULIA FILM COMMISSION BIFEST – BARI INTERNATIONAL
FILM FESTIVAL and the FILM FOUND
‐ PUGLIA SOUNDS and THE MEDIMEX
4) Exploiting the local comparative
advantage by investing in the entire value
chains of live entertainment, cinema,
audio‐visuals and visual arts value chain.
‐ APULIA CREATIVITY DISTRICT
‐ PUGLIA SOUNDS and THE MEDIMEX
‐ APULIA FILM COMMISSION FILM FUND
21. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
The cultural based system of revenue
21
• the expenditure allocated to the purchase of locally produced
goods and services is transformed:
• partly into revenue (wages, profits and unearned income)
• partly in an additional demand for other production sectors
located in the same area (spill over effect)
• partly in additional imports;
• the demand, deriving from the additional revenue and from the
new local production is, in turn:
• partly transformed into income and new demand for the local
production sectors (multiplying effect)
• partly, in new imports and so on…
…………………………………………………………
up to the point where the initial impetus is
exhausted.
P. Montalbano – SAPIENZA
22. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
How cultural based LSED works…
22
Elaborated by P.A.Valentino
P. Montalbano – SAPIENZA
23. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Conclusions
23
• The cultural based LSED must be sustained both by internal
demand and demand external to the area and this, in turn, crucially
depends on the availability of new services fostered by innovation
and creativity.
• Local demand plays a strategic role in the determination of the
critical mass necessary for the startup of the entire process, but the
external demand (e.g., tourism) represents the real “engine” for
development.
• While the economic impact associated with tourism is commonly
considered the most significant one, it is the entire cultural chain
who contributes to the growth of income levels and to that of local
employment.
P. Montalbano – SAPIENZA
24. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
It is worth stressing the irreplaceable role of
cultural industry in :
24
• Promoting “local identity”,
• Supporting pluralism and cultural diversity;
• Contributing to a better quality of life;
• to tolerance and to countering behavior contrary to human dignity,
to integration and to visitor capacity
• and, generally speaking, to individual and collective capabilities
and all the multidimensional facets that collectively constitute the
sustainable livelihoods of local communities (Sen, DFID, Unctad).
P. Montalbano – SAPIENZA
25. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
Policy Recommendations
P. Montalbano – SAPIENZA
26. APULIA REGION
Unit for the promotion of territory, knowledge and abilities
The final set of Policy Recommendations
26
1. Need of a better definition of the culture and creativity sector and more
accurately statistics;
2. Focus on four key determinants of a cultural based LSED: services,
innovation, critical mass of demand and comparative advantage;
3. Look at the start-up phase as a peculiar stage characterized by the need of a
greater amount of local input (goods, services and human capital);
4. Overcoming the approach of individual attractors by strengthening the
relation btw landscape, history, environment and cultural immaterial assets;
5. Reverting the approach of the scarce added value of cultural and touristic
events by:
1. Properly assessing “ex-ante” the local culture base system of revenues, building
a local strategy based on comparative advantage
2. Evaluating “ex-post” the impact of public investments in culture and creativity by
taking advantage of the most recent evolvements in matching econometrics for
counterfactual analysis
P. Montalbano – SAPIENZA