Global Financial Data’s Emerging Market Indices

Global Financial Data’s Emerging Market Indices

Global financial Data has calculated an index for Emerging Markets that far precedes any indices that are currently available. MSCI’s emerging market index begins in 1987. GFD’s Emerging Market Index begins in 1602. Though few people may realize it, emerging markets are one of the primary reasons why stock markets came into existence 400 years ago.

The British, French and Dutch created monopolies that enabled investors to raise capital for companies that explored Asia. During the 1800s, the British raised capital in London to fund companies not only in British colonies, but in South America and other parts of the world. The French provided funding for companies in its colonies in Africa as did Germany and Belgium. The two biggest engineering projects of the 1800s, the Suez Canal and the Panama Railroad were created by French and American companies that wanted to provide the world with cheaper international travel. By collecting data from London, Paris, Amsterdam and New York, GFD has been able to produce indices of emerging markets that stretch back centuries, not decades.


A Brief History of Emerging Markets


Britain established its first trade monopoly in 1553 when Queen Elizabeth established The Fellowship of English Merchants for Discovery of New Trades to carry out trade with Muscovy. This was followed by companies that were chartered to explore Guinea (1553), Senegal (1588), the Levant (1581), Hudson’s Bay (1670), Africa (1662) and other parts of the world. The most famous English company was the East India Co. which was chartered in 1600. The Dutch established two large companies to explore the world, the Dutch East India Co. (1601) to explore Asia, and the Dutch West India Co. (1621 and 1674) to explore the Americas. The French established several companies to explore the world, but consolidated them into the Compagnie des Indes under John Law in 1719. These companies dominated trading in equities during the 1600s and 1700s, but the two Dutch companies were taken over by the government in the 1790s and the French closed down all joint-stock companies during the French Revolution.

Only the English companies survived the Napoleonic Wars, but in the 1820s, there was an explosion in investment in South American bonds and companies. South American countries had gained their independence during the Napoleonic Wars and needed money. With the prospect of profiting from the silver mines in the Americas, British investors poured money into American stocks and bonds only to see the bubble collapse in 1825.

During the rest of the century, money gradually flowed into British colonies and into South America. The world was at peace between 1815 and 1914 and this freed up capital to invest not only in Europe, but in the rest of the world as well. Although the majority of this capital was invested in Europe or the United States, British capital funded railroads, banks, mining companies, tea and rubber plantations, utilities, cables and canals throughout the world. Two of the largest projects were the Suez Canal built by the French and the Panama Railroad built by the Americans. Both of these projects enabled international trade to speed goods around the world. There were various investing booms that struck emerging markets, one of the largest of which was the South African mining stock boom, which occurred when gold was discovered there in the 1890s with South African shares trading simultaneously in London, Paris and Berlin. Over 1000 companies from emerging markets traded in London between 1815 and 1914.

The globalization of finance came to an abrupt halt in 1914 when World War I began. Capital was redirected to funding the war and capital flows to emerging markets dried up from a lack of capital. Many emerging markets defaulted on their government bonds and governments restricted capital flows. Emerging markets had to rely upon internally-generated capital to grow, but it wasn’t really until the 1970s that these markets began to expand. Only in the 1980s when restrictions on capital flows began to lift did a sufficient amount of capital flow into emerging markets to establish them as a separate market unto themselves.


Historical Data for Emerging Markets


Global Financial Data has collected as much data as possible on emerging markets in order to create an index of emerging markets so their performance can be compared to developed markets. The first step was to collect data on indices for individual emerging markets. Most emerging markets created indices that tracked the performance of domestic shares, some of which begin before World War II, and by combining the data from emerging market shares that were listed in London with the domestic indices, we could provide a more complete picture of returns to emerging markets.

The second step was to collect data on emerging market companies that listed in either London or New York before the 1980s. Using this data, we were able to calculate national indices based upon companies that operated in emerging markets. Some countries such as South Africa, Malaysia or India had over 100 companies whose shares traded in London, allowing us to calculate reliable indices, while other countries only had a handful of companies that listed in London. We collected data on prices, shares outstanding and dividends so we could create price and return indices that were market-cap weighted. Included in the GFD Indices are several hundred composite and sector indices, both price and total returns which aggregate data for individual countries using the data on companies from London and New York between the 1700s and 1980s.

Although we were able to create total return indices for stocks that traded in London, total return indices for emerging markets today only have a limited history, and in many cases we were unable to connect the historical London returns to the current domestic returns and produce a consistent total return series. For this reason, we calculated long-term emerging market price indices, but were unable to calculate total returns for the emerging market composites.


Calculation of the Indices


We wanted to make the indices as broad as possible and included 26 emerging markets in the indices. Market capitalization was recalculated every five years and the indices were rebalanced every five years to adjust to changes in the size of different countries. Before 1945, we used market capitalization based upon the underlying company shares to weight the indices. Data since World War II is based upon market capitalization for the overall domestic stock market. Market capitalizations for December 31, 1964 were used for data from 1965 to 1969, market capitalizations for December 31, 1969 were used for data from 1970 to 1974, etc.

Data was included for Argentina (1865-), Brazil (1825-), Chile (1930-), China (1900-1930, 1990-), Colombia (1855-), Czechoslovakia (1915-1945), the Czech Republic (1995-), Egypt (1860-1869, 1995-), Greece (1955-), Hong Kong (1865-1964), Hungary (1925-1948, 1995-), India (1792-), Indonesia (1985-), Israel (1950-), Korea (1965-), Malaysia (1890-), Mexico (1825-), Pakistan (1960-), Peru (1870-), Philippines (1910-), Poland 1921-1939, 1995-), Russia (1995-), South Africa (1835-), Sri Lanka (1865-), Taiwan (1970-), Thailand (1975-), Turkey (1856-1930, 1986-) and Venezuela (1855-). Tsarist Russia is treated as a developed market and the Russian Federation is treated as an emerging market. Hong Kong graduated from being an emerging market to a developed market in 1965.

The 26 emerging markets can be added to the 24 developed markets to give a total of 50 countries in GFD’s developed and emerging market indices. Although we have data for other countries that we could have added to the global indices, the remaining countries were either too small or provided too little history to justify being included in GFD’s indices. Since the indices are market-cap weighted, the addition of a country that has less than 1% of the total market cap would have had very little impact on the returns for that index. Therefore, we found no reason to add more countries to the GFD Global Indices and limited the indices to the 50 countries we have chosen. Figure 1 compares the relative performance of developed and emerging markets since 1792 and as can be seen, developed markets represent such a large share of the total market capitalization that the two indices track each other very closely.



Figure 1. All-World (Black) and Developed Market Indices (Green), 1792 to 2018


Returns to Developed and Emerging Markets


A comparison of Developed and Emerging Markets over the past 400 years is provided in Table 1.

Mercantilism 1602-1799 1.12% 0.34%
Free Trade 1800-1914 1.79% 0.10%
Regulation 1914-1981 5.00% 4.18%
Globalization 1981-2018 7.28% 6.75%
All 1602-2018 2.25% 1.24%

Table 1. Annual Returns to Developed and Emerging Markets 1800 to 2018

As Table 1 shows, during each of the four periods, Mercantilism (1602-1799), Free Trade (1800-1914), Regulation (1914-1981) and Globalization (1981-2018), developed markets outperformed Emerging Markets. Moreover, Developed Markets had a lower risk profile between 1792 and 2018. The standard deviation of annual returns for developed markets was 13.86% while the standard deviation of annual returns for emerging markets was 17.50%. Emerging markets are more volatile than developed markets, but with lower returns.

Although we do not have data on total returns because we lack data on dividends for emerging markets, we can use data from MSCI to compare dividends between developed and emerging markets. MSCI’s data shows that developed markets paid an average dividend yield of 2.31% between 1987 and 2018 while emerging markets paid an average dividend yield of 2.63%, providing a slightly higher dividend than developed markets. However, the higher dividend yield is not sufficient to offset the lower price return that emerging markets received.

Since FTSE and MSCI provide only 30 years of history on emerging markets, it is difficult to make any more than a limited comparison of the returns of emerging market indices from GFD, MSCI and FTSE, but Figure 2 makes this comparison. The three sets of indices track each other very well providing us confidence that the historical data before 1987 is a reliable indicator of returns.





Figure 2. Returns to GFD (Black), MSCI (Blue) and FTSE (Green) Emerging Market Indices, 1987 to 2018

Figure 3 compares the performance of Developed and Emerging markets between 1792 and 2018. The components of the emerging and developed markets is very similar in the 1600s and 1700s, so a comparison of the two indices prior to 1800 was omitted. The crash in South American mining shares in 1825 clearly impacted the relative returns to developed and emerging markets. Although developed markets have provided higher returns than emerging markets, there are clear periods when developed markets outperformed emerging markets and vice versa.






Figure 3. Developed and Emerging Markets 1792 to 2018

Figure 4 makes a relative comparison of returns to Developed and Emerging Markets between 1800 and 2018. It is interesting to note the relative stability in the performance of the developed and emerging markets between the 1830s and 1900. During that period of time, most of the data for emerging markets comes from emerging markets stocks that were listed in London. Because investors in London could easily choose between developed and emerging stocks, you would expect that the difference in the returns would be small, which they were.






Figure 4. Developed and Emerging Markets 1914 to 2018

This was not the case after 1914 when restrictions on capital flows and the growth of domestic stock exchanges allowed returns in developed markets and emerging markets to strike different paths. Developed markets outperformed emerging markets during the 1920s bull market, between 1950 and 1969 when Europe recovered from World War II, between 1981 and 1987 when the developed world recovered from the Oil Crisis of the 1970s, and during the internet bubble of the late 1990s. Developed markets have also outperformed emerging markets since the end of the Financial Crisis in 2009. Without GFD’s Developed and Emerging Market indices, it would be impossible to do any of this analysis before 1987.


Figure 5 compares the relative performance of Asian, African and American Emerging Market shares between 1914 and 2018. The outperformance of African stocks in the early part of the century was mainly due to South African gold stocks which attracted capital to its mines. Since 1960, American stocks did well relative to the rest of the Emerging markets. Asian stocks have been the clear underperformers during the past century.





Figure 5. GFD Asia, African and American Emerging Market Indices, 1914 to 2018


Bull and Bear Markets


Table 2 gives details on the bull and bear markets that occurred in emerging markets over the past 420 years. The bull and bear markets in the 1600s only represent two companies, the Dutch East India Co. and the Dutch West India Co., and should be taken with a grain of salt. The largest increase in the index occurred between 1696 and 1720 when French East India Co. shares skyrocketed during John Law’s promotion of the Compagnie des Indes in France. This was followed by a 97% decline between 1720 and 1726, but as in the 1600s, since there were so few companies in the index in the 1700s, the bull and bear markets should not be taken as indicating broad trends in emerging market shares.

The worst bear market in emerging market history after 1800 was the plunge from the 1825 bull market in South American mining shares when the index plunged 83% over the next 32 years. Surprisingly, the second worst bear market in emerging markets was the 2007 bear market when the market index fell by 62%.

Ignoring the bubble of 1719, the 2001-2007 bull market was the strongest in history with the index rising almost 500%. Most of the bull markets in emerging markets have been stronger than bull markets in developed countries, with most exceeding 100% in their growth. Table 2 reinforces the fact that emerging markets are more volatile then developed markets even if, over the long run, they underperform developed markets.

12/31/1602 1.000   04/30/1607 1.621 62.14
07/31/1607 1.117 -31.14 06/30/1614 1.942 73.91
12/31/1617 1.068 -45.00 06/30/1629 2.271 112.69
01/31/1632 1.388 -38.88 05/04/1640 2.366 70.45
09/30/1665 0.683 -71.14 08/31/1671 1.192 74.60
06/30/1672 0.607 -49.09 02/28/1688 1.221 101.25
11/13/1696 0.766 -37.29 01/31/1720 38.069 4869.85
11/30/1726 0.933 -97.55 12/31/1795 2.131 128.37
05/31/1797 1.426 -33.10 02/28/1825 4.900 243.63
10/31/1857 0.786 -83.95 07/31/1864 3.116 296.23
03/31/1871 1.474 -52.69 11/30/1904 3.312 124.67
10/31/1921 1.364 -58.83 01/31/1929 2.493 82.87
06/30/1932 1.117 -55.21 3/31/1937 2.637 136.07
07/31/1940 1.682 -36.22 6/30/1946 4.047 140.69
11/30/1953 2.442 -39.66 2/28/1963 4.238 73.53
6/30/1965 3.005 -29.09 8/31/1969 7.155 138.13
6/30/1970 5.545 -22.51 7/31/1971 13.096 136.18
10/31/1976 7.035 -46.28 10/31/1980 15.931 126.46
7/31/1982 10.829 -32.03 9/30/1987 31.650 192.27
12/31/1987 22.219 -29.80 1/31/1990 48.801 119.64
9/30/1990 29.808 -38.92 7/31/1997 64.174 115.29
8/31/1998 31.225 -51.34 3/31/2000 60.648 94.23
9/30/2001 32.254 -46.82 10/31/2007 192.683 497.38
2/28/2009 71.584 -62.85 4/30/2011 186.853 161.03
2/29/2016 121.265 -35.10      


Table 2. Bull and Bear Emerging Markets, 1791 to 2018





Should portfolio managers and individual investors put their money in developed markets or in emerging markets? The problem with answering this question is that until now, there was insufficient historical evidence to provide an accurate comparison of the two markets. Although historical data on developed markets is readily available, historical data on emerging markets is difficult to come by. MSCI has calculated its World Developed index since 1969, its Emerging Market index since 1987 and its Frontier Market index since 2002, but data prior to those dates is unavailable.

Global Financial Data has attempted to redress this lack of data and produce indices for developed and emerging markets based upon returns to individual companies in emerging markets. GFD has collected data on over 1000 companies that were located in emerging markets and data on indices for emerging markets going back to the 1920s. By combining the data on individual companies that were listed in London and New York with domestic stock market indices, we have been able to put together indices, not only for dozens of individual emerging market countries, but for emerging markets in general. As Figure 4 shows, we can now make a long-term direct comparison of the performance of developed and emerging markets.

The data show that historically developed markets have outperformed emerging markets and displayed lower volatility in their returns. But will this fact continue in the future? Emerging markets are getting more liquid and are growing in size. Although emerging markets represent less than 20% of global stock market capitalization, their share will grow.

GFD provides hundreds of indices on emerging markets which are not available anywhere else. This blog has shown some of the ways GFD’s global indices can help analysts understand the performance of developed and emerging markets in the past in order to discern their relative growth in the future.

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Our comprehensive financial databases span global markets offering data never compiled into an electronic format. We create and generate our own proprietary data series while we continue to investigate new sources and extend existing series whenever possible. GFD supports full data transparency to enable our users to verify financial data points, tracing them back to the original source documents. GFD is the original supplier of complete historical data.