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Form and Function: Visualizing the Shape of Cities and Economies

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Form and Function: Visualizing the Shape of Cities

Visualizing the Shape of Cities and Economies

The Industrial Revolution changed the form and function of cities. New patterns of work resulted in massive wealth and distinct advantages for certain regions. Urbanization emerged as a defining characteristic of this age.

During the latter part of the Industrial Revolution, Cambridge School economist Alfred Marshall looked at a particular question: why did certain industries concentrate in specific places?

Marshall argued that the local concentration of industry created powerful economies promoting technical dynamism and innovation.

This Chart of the Week highlights the spatial patterns and business relationships created at the urban scale. Marshall’s insights from the past help us understand present-day tech and media economies and the massive growth of urban regions.

The Logic of Concentration

Marshall observed that industrial concentration led to long-term tendencies such as increasing returns on capital and compounding regional advantages.

The heart of this observation is that knowledge resides within the companies that make up a particular industry. Over time, these companies can accumulate even more information and direct the flow of new and innovative ideas. This creates local specialization and increasing profits, while also concentrating success, knowledge, and wealth into one key locale.

He defined this pattern as a Marshallian Industrial District.

An Evolving Landscape: Four Patterns

Marshall’s work would later influence the work of Ann Markusen, who created a typology of three additional industrial patterns. The patterns identify what makes a city attractive or repellent to income-generating activities.

District Type: Description: Example:
Marshallian Industrial District This is a clustering of firms in a similar industry, operating within a certain geographic area. Social media marketing companies in San Francisco
Satellite Platform District A set of unconnected branches with links beyond regional boundaries, each part of its own globally oriented supply chain. Suburban neighborhoods
Hub and Spoke District An industrial sector with suppliers clustering around one, or several, dominant firms. Airplane manufacturer Boeing and the region of Seattle.
State-anchored District Industrial activities are anchored to a region by a public or non-profit entity, such as a military base, a university, or a concentration of public laboratories or government offices. Madison, WI and Columbus, OH are examples of university towns, as are many cities with large defense installations such as Pearl Harbor in Hawaii.


There are both benefits and problems—called “externalities”—associated with the spatial agglomeration of physical capital, companies, consumers, and workers:

Advantages Disadvantages
  • Low transport costs
  • A great local market
  • A large supply of labor
  • Increased chance of supply and demand for labor
  • Lower search costs and fast matching of products and labor
  • Knowledge spillovers between firms
  • Strong environmental pressures
  • High land prices
  • Bottlenecks in public goods (e.g. poor/overburdened infrastructure)
  • Corruption
  • High competitive pressure
  • Economic inequality

Clusters for a Digital Age

In the past, the physical constraints of an area defined the structure of cities. Now that so many companies are free from the shackles of producing physical goods, does geography still matter?

Researcher Marlen Komorowski re-examined the concept of clustering with this question in mind. Here are five types of media clusters identified in her research.

The Shape of Media Clusters

District Type: Description: Example:
The Creative Region A metropolitan region that provides advantages due to readily available infrastructures and institutions, and encourages the development of face-to-face interaction and collaboration networks. Berlin, Singapore, Amsterdam
The Giant Anchor A location defined by the activities of one or several large media institutions, which attract complementary firms to agglomerate. Similar to the hub-and-spoke cluster model. Seattle, (Microsoft, Amazon), and Cambridge (Harvard, MIT)
The Specialized Area A media cluster that is located either in a neighborhood within a big metropolitan area or in a small urbanized area. The Specialized Area is marked by a readily available, large pool of employees from a specialized field. Soho (London), Silicon Valley
The Attracting Enabler Determined by the location of certain facilities or resources that can be shared that enable media activities. Movie studios are a prime example. Los Angeles, Vancouver
The Real Estate This type of cluster is centered around office space, sometimes purpose-built for media and creative companies. This space can also include incubators / accelerators. Dubai Media City, Dublin’s Digital Hub


Four rationales drive these patterns: agglomeration, urbanization, localization economies. and artificial formation.

The Shadow of the Industrial Revolution

Alfred Marshall made the argument that local concentration of industry can offer powerful economies and technical dynamism and innovation.

We now see this pattern with the emergence of megacities that accrue the majority of the financial and knowledge returns. These megaregions set the perfect stage for dynamic economic exchanges between skilled labor, technology, and networks.

What does your city look like?

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Markets

The European Stock Market: Attractive Valuations Offer Opportunities

On average, the European stock market has valuations that are nearly 50% lower than U.S. valuations. But how can you access the market?

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Bar chart showing that European stock market indices tend to have lower or comparable valuations to other regions.

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The following content is sponsored by STOXX

European Stock Market: Attractive Valuations Offer Opportunities

Europe is known for some established brands, from L’Oréal to Louis Vuitton. However, the European stock market offers additional opportunities that may be lesser known.

The above infographic, sponsored by STOXX, outlines why investors may want to consider European stocks.

Attractive Valuations

Compared to most North American and Asian markets, European stocks offer lower or comparable valuations.

IndexPrice-to-Earnings RatioPrice-to-Book Ratio
EURO STOXX 5014.92.2
STOXX Europe 60014.42
U.S.25.94.7
Canada16.11.8
Japan15.41.6
Asia Pacific ex. China17.11.8

Data as of February 29, 2024. See graphic for full index names. Ratios based on trailing 12 month financials. The price to earnings ratio excludes companies with negative earnings.

On average, European valuations are nearly 50% lower than U.S. valuations, potentially offering an affordable entry point for investors.

Research also shows that lower price ratios have historically led to higher long-term returns.

Market Movements Not Closely Connected

Over the last decade, the European stock market had low-to-moderate correlation with North American and Asian equities.

The below chart shows correlations from February 2014 to February 2024. A value closer to zero indicates low correlation, while a value of one would indicate that two regions are moving in perfect unison.

EURO
STOXX 50
STOXX
EUROPE 600
U.S.CanadaJapanAsia Pacific
ex. China
EURO STOXX 501.000.970.550.670.240.43
STOXX EUROPE 6001.000.560.710.280.48
U.S.1.000.730.120.25
Canada1.000.220.40
Japan1.000.88
Asia Pacific ex. China1.00

Data is based on daily USD returns.

European equities had relatively independent market movements from North American and Asian markets. One contributing factor could be the differing sector weights in each market. For instance, technology makes up a quarter of the U.S. market, but health care and industrials dominate the broader European market.

Ultimately, European equities can enhance portfolio diversification and have the potential to mitigate risk for investors

Tracking the Market

For investors interested in European equities, STOXX offers a variety of flagship indices:

IndexDescriptionMarket Cap 
STOXX Europe 600Pan-regional, broad market€10.5T
STOXX Developed EuropePan-regional, broad-market€9.9T
STOXX Europe 600 ESG-XPan-regional, broad market, sustainability focus€9.7T
STOXX Europe 50Pan-regional, blue-chip€5.1T
EURO STOXX 50Eurozone, blue-chip€3.5T

Data is as of February 29, 2024. Market cap is free float, which represents the shares that are readily available for public trading on stock exchanges.

The EURO STOXX 50 tracks the Eurozone’s biggest and most traded companies. It also underlies one of the world’s largest ranges of ETFs and mutual funds. As of November 2023, there were €27.3 billion in ETFs and €23.5B in mutual fund assets under management tracking the index.

“For the past 25 years, the EURO STOXX 50 has served as an accurate, reliable and tradable representation of the Eurozone equity market.”

— Axel Lomholt, General Manager at STOXX

Partnering with STOXX to Track the European Stock Market

Are you interested in European equities? STOXX can be a valuable partner:

  • Comprehensive, liquid and investable ecosystem
  • European heritage, global reach
  • Highly sophisticated customization capabilities
  • Open architecture approach to using data
  • Close partnerships with clients
  • Part of ISS STOXX and Deutsche Börse Group

With a full suite of indices, STOXX can help you benchmark against the European stock market.

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Learn how STOXX’s European indices offer liquid and effective market access.

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