Emerging Market Portfolio Strategies, Investment Performance, Transaction Cost and Liquidity Risk

Roberto Violi, Enrico Camerini
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Also, taking into consideration all the relevant risk characteristics, do emerging markets have more downside risk than developed markets. \nThe goal of this paper was to explore the prominent risk drivers in the EM space, as we showed significant continuity and variation vis-a-vis developed markets with conditions changing across different markets, countries, sectors and over time. We argued the case for EM as a relevant asset class overall. We found that country factors still dominate cross-country valuations; investment barriers and other country factors are priced in, but ‘risk appetite’ factors are important as well. High country-specific volatility can be diversified away, and a diversified basket of EM is not necessarily riskier than a DM one and the high individual country volatility and country factors create potentially useful investment opportunities for active asset managers. 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引用次数: 1

Abstract

Emerging equity and fixed income markets (EM) have generally been open to foreign investors for more than two decades now, and much has been learned about their risk-and-return properties during that time. As EM are now more investable than ever, increased integration may have reduced opportunities for investors searching for higher yields, as they look for high expected returns from assets that can be purchased at prices cheaper than comparable assets in developed countries. Today, the question is whether the empirical evidence would still suggest that there is a significant benefit to including EM assets in a globally diversified portfolio. Also, taking into consideration all the relevant risk characteristics, do emerging markets have more downside risk than developed markets. The goal of this paper was to explore the prominent risk drivers in the EM space, as we showed significant continuity and variation vis-a-vis developed markets with conditions changing across different markets, countries, sectors and over time. We argued the case for EM as a relevant asset class overall. We found that country factors still dominate cross-country valuations; investment barriers and other country factors are priced in, but ‘risk appetite’ factors are important as well. High country-specific volatility can be diversified away, and a diversified basket of EM is not necessarily riskier than a DM one and the high individual country volatility and country factors create potentially useful investment opportunities for active asset managers. All in all, EM assets still have higher risk than most developed markets (DM) and, as a result, continue to command higher expected returns. As factor investing has become increasingly popular in DM, we show that risk factor-based investment strategies have historically worked in EM too. While we focus most of our discussion on equities, other asset classes have gained more prominence over time, such as corporate bond market and frontier emerging markets. Since these latter markets are currently less well-integrated within the global economy, investors having exposure to these markets can cushion themselves against extreme movements in their portfolio returns. Institutional investors still appeared to be underweight in EM and there is considerable dispersion across different institutions. Investors’ overall preference tends to favour broad-based exposure to EM, i.e. not limiting themselves to a specific subset of investment opportunities. In addition, EM assets are increasingly being viewed as an integrated part of global equity allocation. Lower transaction costs and increasing market liquidity have played an important role in fostering the expansion of the investor base in EM, however, transaction data – such as bid-ask spreads or market impact estimates – and estimated liquidity measure continue to show a wide gap vis-a-vis DM. Moreover, when liquidity is priced in, local risk factors matter even under the hypothesis of global market integration; according to academic evidence, systematic liquidity risk appears to be important empirically, much more so than local market risk. The implications of the higher trading costs and lower liquidity of EM has fostered the role of benchmark index replication ('passive’ investment), boosting the expansion of efficient tools for index tracking, such as Exchange-Traded Funds (ETFs). Index funds and ETFs allow investors to buy and sell less liquid assets indirectly for low transaction costs and their management fees are typically very low. Index funds and ETFs enable short-term investors to invest indirectly in illiquid stocks at low cost. Therefore, investors’ compensation for investing in EM illiquid stocks has been eroded over the years as index funds and ETFs have become more popular. These tools have contributed to a decline in the liquidity premium. All in all, according to the empirical evidence discussed in this paper, it appears that liquidity premia are not likely to be a prominent performance driver nor a source of significant systematic risk for well diversified EM portfolios.
新兴市场投资组合策略、投资绩效、交易成本与流动性风险
新兴市场股票和固定收益市场(EM)向外国投资者开放已有20多年,在此期间,人们对它们的风险与回报特性有了很多了解。由于新兴市场现在比以往任何时候都更具可投资性,一体化程度的提高可能减少了寻求更高收益的投资者的机会,因为他们希望以低于发达国家可比资产的价格购买高预期回报的资产。如今的问题是,经验证据是否仍然表明,将新兴市场资产纳入全球多元化投资组合会带来显著好处。此外,考虑到所有相关的风险特征,新兴市场是否比发达市场有更多的下行风险。本文的目的是探讨新兴市场领域的主要风险驱动因素,因为我们展示了与发达市场相比,随着不同市场、国家、行业和时间的变化,新兴市场的风险具有显著的连续性和差异性。我们认为新兴市场总体上是一个相关的资产类别。我们发现,国家因素仍然主导着跨国估值;投资壁垒和其他国家因素已经反映在价格中,但“风险偏好”因素也很重要。特定国家的高波动率可以分散,多元化的新兴市场篮子不一定比发达市场风险更高,单个国家的高波动率和国家因素为积极的资产管理公司创造了潜在有用的投资机会。总而言之,新兴市场资产的风险仍高于大多数发达市场(DM),因此,它们的预期回报将继续更高。随着要素投资在新兴市场中越来越受欢迎,我们发现基于风险因素的投资策略在新兴市场中也一直发挥着作用。虽然我们的讨论主要集中在股票上,但随着时间的推移,其他资产类别也越来越受到重视,比如公司债券市场和前沿新兴市场。由于后一种市场目前与全球经济的整合程度较低,投资于这些市场的投资者可以缓冲其投资组合回报的极端波动。机构投资者在新兴市场的权重似乎仍偏低,而且不同机构之间存在相当大的差异。投资者的总体偏好倾向于广泛投资新兴市场,即不局限于特定的投资机会子集。此外,新兴市场资产正日益被视为全球股票配置的一个组成部分。较低的交易成本和不断增加的市场流动性在促进新兴市场投资者基础扩大方面发挥了重要作用,然而,交易数据(如买卖价差或市场影响估计)和估计的流动性措施继续显示出与发达市场的巨大差距。此外,当流动性被定价时,即使在全球市场一体化的假设下,当地风险因素也很重要;根据学术证据,系统流动性风险在经验上似乎很重要,远比本地市场风险重要。新兴市场较高的交易成本和较低的流动性的影响促进了基准指数复制(“被动”投资)的作用,促进了指数跟踪的有效工具的扩展,如交易所交易基金(etf)。指数基金和etf允许投资者以较低的交易成本间接买卖流动性较差的资产,而且它们的管理费通常非常低。指数基金和交易所交易基金使短期投资者能够以低成本间接投资于非流动性股票。因此,随着指数基金和etf越来越受欢迎,投资者对新兴市场非流动性股票的投资补偿多年来一直受到侵蚀。这些工具有助于降低流动性溢价。总而言之,根据本文讨论的经验证据,流动性溢价似乎不太可能成为分散良好的新兴市场投资组合的突出业绩驱动因素,也不太可能成为重大系统性风险的来源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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