iShares and the US Market Risk Exposure

Abstract:  Previous researchers find that country iShares are directly and strongly exposed to US market risk in addition to home country market risk. This finding contradicts the fact that by design these iShares should behave as their underlying market indices behave. With monthly data and the appropriate orthogonalization choice, we find that direct US market risk exposure is weaker, less significant and less prevalent than previously suggested. Further tests indicate that in fact a strong majority of country iShares do not behave significantly differently from their underlying market indices. Hence, they are not less effective as diversification instruments to US investors than direct investments in the foreign markets as represented by their underlying market indices.     

Diversification Benefits of iShares and Closed-End Country Funds

We study the performance and diversification of iShares and their rival closed‐end country funds from April 1996 to December 1999. International iShares are country‐specific series of securities that track the price and yield of a specific Morgan Stanley Capital Internation (MSCI) country index and, presumably, should provide diversification benefits. Our single‐index model demonstrates that iShares replicate the home index, showing some potential for diversification. However, our two‐factor model, which isolates the “true” diversification virtues, documents that both iShares and closed‐end country fund market prices maintain considerable exposure to the U.S. market. Furthermore, the net asset value returns of the closed‐end funds demonstrate a strong home country exposure, suggesting there is no substitute for direct foreign investment.     

Price discovery in carbon exchange traded fund markets

In this study, we analyze the price discovery in four carbon exchange-traded funds (ETF) markets: (i) VanEck Low Carbon Energy ETF (Vaneck), (ii) iShares MSCI ACWI Low Carbon Target ETF (iShare), (iii) SPDR MCSI ACWI Climate Paris Aligned ETF (SPDR), and (iv) Xtrackers Emerging Markets Carbon Reduction and Climate Improvers ETF (Xtrackers) using daily closing prices of the four carbon ETFs from December 6, 2018, to November 30, 2022. All four ETF prices are found to have a single unit root implying the efficiency of these ETF markets (LeRoy 1989). However, Johansen's (1991) cointegration test reveals that these four ETFs are driven by not one but three common stochastic trends. Further Analysis reveals that iShares and SPDR markets are driven by the same market force (common stochastic trend). Based on the generalized information share (GIS), we find that approximately 57.89% and 42.11% of the price discovery occurs in the iShares and SPDR markets, respectively. We further analyze the impact of the COVID-19 pandemic by dividing the whole sample into pre-COVID and COVID subsamples. In the pre-COVID period, the GIS measures for the iShares and SPDR are 88.69% and 11.31%, respectively. However, GIS measures for the iShares and SPDR are 1.04% and 98.96%, respectively, in the COVID period indicating a significant impact of COVID-19 on price discovery.     

US, UK and European Stock Market Integration

Abstract:   This paper examines long‐run convergence between US, UK and seven European stock markets. We report evidence to suggest that while real short‐run diversification gains may occur, in general they tend to be short‐lived. However we also find that US and UK markets are relatively less bound to a common trend, which would imply that increased stock market merger activity, and any transition to the European common currency by the UK, may lead to relatively large stock market adjustments as markets adapt to these institutional changes.     

Do Banks Follow Their Customers Abroad?

The market share of US business loans made by foreign‐owned banks has increased dramatically since 1980. At the same time, foreign direct investment in the US rose, so that much of the growth in foreign‐owned US‐based bank lending to businesses in the US could conceivably be accounted for by an increase in loans to the nonbank US affiliates of firms headquartered abroad, an expectation consistent with the conventional wisdom that banks "follow their customers" abroad. Our study investigates the lending patterns of US‐based banks from Japan, Canada, France, Germany, the Netherlands, and the UK, countries that account for the vast majority of foreign bank activity in the US. Simultaneously, we look at the borrowing patterns of nonbank US affiliates of firms from those countries. We find that banks from four of the six countries (Japan, Canada, the Netherlands, and the UK) allocated a majority of their loans to non‐home‐country borrowers for some or all of the 1981–1992 period. These findings suggest that the "follow the customer" hypothesis may have a more limited applicability than previously supposed.     

On the premiums of iShares

We show that the newly developed exchange-traded world equity index funds, or iShares, trade at economically significant premiums for 10–50% of the times even after controlling for transaction costs and time-zone measurement errors. Moreover, iShares price returns exhibit excessive volatility relative to their NAV returns. These findings suggest a limit of arbitrage in the international iShares market where iShares can be created and redeemed at will and premiums that exceed the creation/redemption transaction costs should be immediately arbitraged away. However, our cointegration and persistence profile analyses indicate that the deviations of most iShares' prices from their NAVs are not persistent and converge to zero within two days. We propose several rational factors to explain the absolute value of iShares premiums. The panel regression results suggest that institutional ownership, bid–ask spread, trading volume, exchange rate volatility, political and financial crises and, to a lesser extent, the conditional correlation between the U.S. and home markets are the significant driving factors of the size of iShares premiums. However, a significant variation of the premiums still remains unexplained, which suggests that behavioral factors may account for some mispricing.     

Returns transmission, value at risk, and diversification benefits in international REITs: evidence from the financial crisis

We examine daily cross-market return interactions and downside risk between a US REIT returns index and the return indexes of twelve international REIT markets. These relationships are investigated for a period of normal REIT market conditions as well as for periods of inflating and collapsing REIT prices. We find that US REIT returns are contemporaneously correlated with other REITs most strongly during the bubble and crash market conditions where the US REIT market is an almost unilateral transmitter of returns. We also find that the Value at Risk (VaR) of the least capitalized REIT markets is proportionally higher during base/normal market conditions but that the largest REIT markets have the highest VaR contribution during the crash (financial crisis) period. Overall, our evidence indicates that REIT market risk shifted to the largest REIT markets and that diversification benefits eroded considerably during turbulent market conditions.     

iShares Australia: a clinical study in international behavioral finance

Using iShares Australia returns as a proxy for the influence of overseas investors in the Australian market, we found that U.S.-based investors in the Australian market overreact to contemporaneous and lagged returns of the U.S. equity market, the U.S.-Australian dollar exchange rate, and past iShares Australia returns. In response to changing conditional risk, however, investors behave rationally: increasing (decreasing) expected risk is associated with falling (rising) prices. In light of these findings, we hypothesize that behavioral finance might explain the observed correlations between international equity markets.     

THE OVERNIGHT AND DAILY TRANSMISSION OF STOCK INDEX FUTURES PRICES BETWEEN MAJOR INTERNATIONAL MARKETS

Stock index futures prices for the world's major equity markets, Japan, the UK and the US, are used to examine the interaction of international equity markets. By using stock index futures prices, we avoid the nonsynchronous data problem inherent with opening and closing market averages. We find that the US is the dominant world market; overnight returns in Japan and the UK are greatly influenced by the US daily returns. In contrast, the Japanese market has no impact on the overnight or daily returns in the UK, while the UK daily performance has a small influence on Japanese overnight returns. Slight evidence of over-reaction at the opening of Japanese futures exists as the daily Nikkei returns are negatively related to the US returns.     

Tests of Weak‐Form Efficiency of the Dhaka Stock Exchange

Abstract:   Conflicting evidence on weak form efficiency of the Dhaka Stock Market appears to stem from the use of monthly versus daily data, structural changes after the 1996 market crash, and the use of tests with or without heteroscedasticity adjustment. Heteroscedasticity‐robust tests indicate short‐term predictability of share prices prior to the crash, but not afterwards. Although a heteroscedasticity‐robust Box‐Pierce test was used by Lo and MacKinlay (1989) in their simulations, our study appears to be the first to apply this test to stock prices. Typical rejection of weak‐form market efficiency by the usual autocorrelation tests may be reversed by a heteroscedasticity‐robust test.     

The Real Options Component of Firm Market Value: The Case of the Technological Corporation

Abstract:   This paper tests whether stock prices reflect investor's expectations regarding the value of real options. The analysis is implemented based on a sample of 391 high‐tech companies listed on main OECD stock markets during the period December 1994 through December 2000. Results confirm the predicted relation between the fraction of a firm's market value not accounted for by its assets‐in‐place, and a series of variables that are assumed to disclose its real options value, variables such as research and development activity, risk and skewness of stock returns, and size. The results are robust even after controlling for valuation date, sub‐industry, country, and alternative measures of risk.     

The Effects of Liberalisation on Market and Currency Risk in the European Union

This paper investigates the effects of liberalisation on the pricing of market and currency risk for a number of financial markets in the European Union (EU). An International Asset Pricing Model with a multivariate GARCH‐in‐Mean specification and time‐varying prices of risk is used for the four markets with the largest capitalisation in the EU. Only one price of market risk exists and international investors are rewarded for their exposure to currency risk. The evidence shows that all prices of risk are time‐varying and have been decreasing during the process of liberalisation. There is also evidence that markets react to period of uncertainty in the process toward the completion of liberalisation. In addition, the operation of the European Monetary System has generated lower covariances. As a consequence, total risk premia have declined in the last decade.     

Modelling International Price Relationships and Interdependencies Between the Stock Index and Stock Index Futures Markets of Three EU Countries: A Multivariate Analysis

This paper addresses the important relationship between stock index and stock index futures markets in an international context. By simply examining the spot‐futures relationship within a single country as most of the extant literature does and thus ignoring possible market interdependencies between countries, the dynamics of price adjustments may be misspecified and thus findings misleading. The main contribution of the paper is to improve our understanding of the pricing relationship between spot and futures markets in the light of international market interdependencies. Using a multivariate VAR‐EGARCH methodology, the paper investigates stock index and stock index futures market interdependence, that is lead‐lag relationships and volatility interactions between the stock and futures markets of three main European countries, namely France, Germany and the UK. In addition, the paper explicitly accounts for potential asymmetries that may exist in the volatility transmission mechanism between these markets. The main conclusions of the paper imply that investors need to account for market interactions across countries to fully and correctly exploit the potential for hedging and diversification.     

Stochastic Dominance Analysis of iShares

Abstract

Country indices as represented by iShares exhibit non-normal return distributions with both skewness and kurtosis. Earlier studies provide procedures for determining the statistical significance of stochastic dominance measures and the Sharpe Ratio. This present study uses these refinements to compare the performance of 18 country market indices. The iShares are indistinguishable when using the Sharpe Ratio as no significant differences are found. In contrast, stochastic dominance procedures identify dominant iShares. Although the results vary over time, stochastic dominance appears to be both more robust and discriminating than the CAPM in the ranking of the iShares.     

The world price of liquidity risk

This paper empirically tests the liquidity-adjusted capital asset pricing model of Acharya and Pedersen (2005) on a global level. Consistent with the model, I find evidence that liquidity risks are priced independently of market risk in international financial markets. That is, a security’s required rate of return depends on the covariance of its own liquidity with aggregate local market liquidity, as well as the covariance of its own liquidity with local and global market returns. I also show that the US market is an important driving force of global liquidity risk. Furthermore, I find that the pricing of liquidity risk varies across countries according to geographic, economic, and political environments. The findings show that the systematic dimension of liquidity provides implications for international portfolio diversification.     

Daily pricing of emerging market sovereign CDS before and during the global financial crisis

In this paper, we study the determinants of daily spreads for emerging market sovereign credit default swaps (CDSs) over the period April 2002–December 2011. Using GARCH models, we find, first, that daily CDS spreads for emerging market sovereigns are more related to global and regional risk premia than to country-specific risk factors. This result is particularly evident during the second subsample (August 2007–December 2011), where neither macroeconomic variables nor country ratings significantly explain CDS spread changes. Second, measures of US bond, equity, and CDX High Yield returns, as well as emerging market credit returns, are the most dominant drivers of CDS spread changes. Finally, our analysis suggests that CDS spreads are more strongly influenced by international spillover effects during periods of market stress than during normal times.     

Price Discovery for Segmented US-Listed Chinese Stocks: Location or Market Quality?

Abstract:  This study extends the cross-listing literature by examining how, and to what extent, the trading of cross-listed China-backed ADRs on the New York Stock Exchange contributes to information flows and price discovery for the corresponding stocks traded in China's A-share market. We find that the cross-listed US prices and Chinese prices are not cointegrated in the long-run and the home market plays a far more important role in both price discovery and volatility spillover than does the US market. The home bias hypothesis still holds for the segmented Chinese A-share market and the location where price discovery actually originates is the essential factor in the process of international information transmission.     

Financial Modernization in US Banking Markets: A Local or Global Event?

Abstract:   We test the hypothesis that the passage of the Financial Services Modernization Act (FSMA) of 1999 has spillover effects cross‐nationally, using a sample of US, non‐US transactional (Australian, Canadian, and UK), and relationship (German, Japanese, Dutch, and Swiss) banks. Our results suggest that financial modernization in the US has limited cross‐national effects. We find strong evidence that US banks were affected favorably. Although we detect some evidence of significant reactions by banks in certain countries, a closer examination reveals that the reaction is most likely attributable to events in the respective countries during the event period. We do find, however, that non‐US transactional banks have been more likely to elect financial holding company status compared to relationship banks, suggesting they are positioning themselves to exploit the expanded opportunity set created by the FSMA. Nonetheless, the majority of elections have been made by US banks. In general, the results suggest that the respective banking markets are efficient in filtering events that are largely country‐specific with only limited implications for other international banks.     

Oil and stock market activity when prices go up and down: the case of the oil and gas industry

We examine the asymmetric effects of daily oil price changes on equity returns, market betas, oil betas, return variances, and trading volumes for the US oil and gas industry. The responses of stock returns associated with negative changes in oil prices are higher than that associated with positive changes in oil prices. Stock risk measured by market beta is influenced more due to oil price decreases than due to oil price increases. On the other hand, oil risk exposures (oil betas) and return variances are more influenced by oil price increases than oil price decreases. The results of our study indicate that oil and gas firm returns, market betas, oil betas, return variances respond asymmetrically to oil price changes. We also find that relative changes in oil prices along with firm-specific factors such as firm size, ROA, leverage, market-to-book ratio (MBR) are important in determining the effects of oil price changes on oil and gas firms’ returns, risks, and trading volumes.     

The International Transmission of Arbitrage Information Across Futures Markets

Abstract:   This paper examines whether deviations from a domestic spot‐futures relation, as identified through mispricing series in stock index futures, spillover international boundaries. Such spillovers suggest that information from a mispricing series in one market conveys a signal of similar mispricing in another market. In the presence of arbitrage traders and in the absence of market frictions, mispricing series should be independent across international boundaries. The study employs a VAR analysis of stock index futures mispricing across three large futures markets – Australia, the UK and the USA. Using time zone differences, tests are conducted for the daily transmission of arbitrage information. The results reveal the relationship between mispricing series is bi‐directional. Based on this finding, a trading strategy is employed to examine the economic significance of apparent profits. The results show that some profits are possible after transaction costs but that a long horizon, probably beyond the scope of most traders, is required to exploit the spillover information.