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Decline

11-09-2023 · Insight

Quant without borders: Thriving in emerging markets, China and everything in between

Given China’s growing influence in the MSCI Emerging Markets (EM) Index and its divergence from other index countries, some investors are now considering separate allocations to China.

    Authors

  • Matthias Hanauer - Researcher

    Matthias Hanauer

    Researcher

  • Vania Sulman - Portfolio Manager

    Vania Sulman

    Portfolio Manager

Summary

  1. China increasingly dominates emerging market indices but is becoming less correlated

  2. Both China and other emerging markets offer strong factor premiums

  3. Robeco's Quant Enhanced Indexing and Active Quant strategies excel with or without China

China has emerged as a formidable economic force, attracting global interest. As the world's second-largest equity market, China distinguishes itself from other emerging markets. Our research shows that factors perform effectively across EM, EM ex-China, and China, allowing for compelling portfolio performance in each area.

Remarkable growth leads to changing opportunities

With an average GDP growth rate of 9% from 1980 to 2021, China's economic expansion is unparalleled. This growing dominance is reshaping diversification strategies in emerging markets. Despite its surge in the MSCI EM Index from 7% in 2001 to 30% in June 2023, its correlation with the index has not risen proportionally. This is caused by China’s increasing disparity with other markets. This divergence is underscored by the last year’s higher net foreign inflows into Asian emerging markets, excluding China, compared to mainland China.

Investors in emerging markets seek diversification and alpha-driven opportunities. However, China's sheer size can overwhelm other attractive emerging market countries. Our bottom-up stock selection model effectively captures alpha across these diversified landscapes. Strong factor premiums in EM, EM ex-China, and China indicate that all three regions offer compelling investment opportunities.

Performance trends are generally consistent across the three regions, though some deviations exist due to country-specific factors. The correlation of outperformance between EM and EM ex-China is above 80%, while the correlation between EM ex-China and China is below 30%, suggesting diversification benefits. For our Enhanced Indexing and Active Quant strategies, we observe a consistent range of outperformance over the last five years and since 2010.

Conclusion

China's increasing influence and decreasing correlation with other emerging markets could make a case for separate allocations. Our Core Quant strategies aim to effectively capture alpha across these diversified landscapes. Investors may not need to choose between EM and EM ex-China, as custom weighting options allow for a nuanced exposure.

Read the full paper here


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In all cases where historical performance is presented, please note that past performance is not a reliable indicator of future results and should not be relied upon as the basis for making an investment decision. Investors may not get back the amount originally invested. Neither Robeco Institutional Asset Management B.V. nor any of its affiliates guarantees the performance or the future returns of any investments. If the currency in which the past performance is displayed differs from the currency of the country in which you reside, then you should be aware that due to exchange rate fluctuations the performance shown may increase or decrease if converted into your local currency. Robeco Institutional Asset Management B.V. (“Robeco”) expressly prohibits any redistribution of the Information without the prior written consent of Robeco. The Information is not intended for distribution to, or use by, any person or entity in any jurisdiction or country where such distribution or use is contrary to law, rule or regulation. Certain information contained in the Information includes calculations or figures that have been prepared internally and have not been audited or verified by a third party. Use of different methods for preparing, calculating or presenting information may lead to different results. Robeco Institutional Asset Management UK Limited (“RIAM UK”) is authorised and regulated by the Financial Conduct Authority. RIAM UK, 30 Fenchurch Street, Part Level 8, London EC3M 3BD (FCA Reference No:1007814). The company is registered in England and Wales under Ref No. 15362605.

In all cases where historical performance is presented, please note that past performance is not a reliable indicator of future results and should not be relied upon as the basis for making an investment decision. Investors may not get back the amount originally invested. Neither Robeco Institutional Asset Management B.V. nor any of its affiliates guarantees the performance or the future returns of any investments. If the currency in which the past performance is displayed differs from the currency of the country in which you reside, then you should be aware that due to exchange rate fluctuations the performance shown may increase or decrease if converted into your local currency. Robeco Institutional Asset Management B.V. (“Robeco”) expressly prohibits any redistribution of the Information without the prior written consent of Robeco. The Information is not intended for distribution to, or use by, any person or entity in any jurisdiction or country where such distribution or use is contrary to law, rule or regulation. Certain information contained in the Information includes calculations or figures that have been prepared internally and have not been audited or verified by a third party. Use of different methods for preparing, calculating or presenting information may lead to different results. Robeco Institutional Asset Management B.V. is authorised as a manager of UCITS and AIFs by the Netherlands Authority for the Financial Markets and subject to limited regulation in the UK by the Financial Conduct Authority. Details about the extent of our regulation by the Financial Conduct Authority are available from us on request.