Global Emerging Market Equities, Propitious Research

Wium Malan, CFA

Global Emerging Market Equities

Independent, Fundamental Quantitative Research

Propitious Research

Fully independent, fundamental and quantitative equity research, focused on companies in the Telecommunication, Media, Technology, Internet and Healthcare sectors in the Global Emerging Markets. Idea generation focused on Quality stocks, trading below their intrinsic Value, with sound Corporate Governance.

Quantitative Analysis

This insight provides the output, and an overview of our, machine learning-driven, proprietary GEM screening model, which takes a three-pronged approach to find the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. This model, which has been developed and tweaked over the past 24 months (and implemented in its current state for &gt;12 months), has a solid real-world performance track record, which I set out in the detail below. Notable new entrants to the top decile this month include Russian energy plays <a href="https://www.smartkarma.com/entities/gazprom-pjsc-6a7231a9-d5e4-4da4-bf21-aa1b9d50fbf8" target="_blank" data-smartkarma-citation="entities:27578:1" rel="noopener">Gazprom PJSC (GAZP RM)</a> and <a href="https://www.smartkarma.com/entities/lukoil-pjsc" target="_blank" data-smartkarma-citation="entities:24141:1" rel="noopener">Lukoil PJSC (LKOD LI)</a>, Brazilian securities exchange <a href="https://www.smartkarma.com/entities/b3-sa-brasil-bolsa-balcao" target="_blank" data-smartkarma-citation="entities:24580:1" rel="noopener">B3 Sa - Brasil Bolsa Balcao (B3SA3 BZ)</a>, and <a href="https://www.smartkarma.com/entities/china-construction-bank-h" target="_blank" data-smartkarma-citation="entities:45:1" rel="noopener">China Construction Bank H (939 HK)</a>.<table class="table table-striped">
<colgroup>
<col>
<col>
<col>
<col>
<col>
</colgroup>
<tbody>
<tr>
<td style="text-align: center; width: 74.7344px;">rank</td>
<td style="width: 263.203px;">Name</td>
<td style="width: 185.312px;">Sector</td>
<td style="width: 147.938px;">Location</td>
<td style="text-align: center; width: 74.8125px;">prev.</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">1</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/sk-hynix-inc" target="_blank" data-smartkarma-citation="entities:16955:1" rel="noopener">SK Hynix (000660 KS)</a> </td>
<td style="width: 185.312px;">Information Technology</td>
<td style="width: 147.938px;">Korea (South)</td>
<td style="text-align: center; width: 74.8125px;">3</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">2</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/china-mobile-ltd" target="_blank" data-smartkarma-citation="entities:27:1" rel="noopener">China Mobile (941 HK)</a> </td>
<td style="width: 185.312px;">Communication</td>
<td style="width: 147.938px;">China</td>
<td style="text-align: center; width: 74.8125px;">9</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">3</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/cnooc-ltd" target="_blank" data-smartkarma-citation="entities:175:1" rel="noopener">CNOOC Ltd (883 HK)</a> </td>
<td style="width: 185.312px;">Energy</td>
<td style="width: 147.938px;">China</td>
<td style="text-align: center; width: 74.8125px;">1</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">4</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/posco" target="_blank" data-smartkarma-citation="entities:208:1" rel="noopener">Posco (005490 KS)</a> </td>
<td style="width: 185.312px;">Materials</td>
<td style="width: 147.938px;">Korea (South)</td>
<td style="text-align: center; width: 74.8125px;">21</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">5</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/kia-motors-corp" target="_blank" data-smartkarma-citation="entities:156:1" rel="noopener">Kia Motors Corp (000270 KS)</a> </td>
<td style="width: 185.312px;">Consumer Discretionary</td>
<td style="width: 147.938px;">Korea (South)</td>
<td style="text-align: center; width: 74.8125px;">4</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">6</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/bank-of-china-ltd-h" target="_blank" data-smartkarma-citation="entities:656:1" rel="noopener">Bank Of China Ltd (H) (3988 HK)</a> </td>
<td style="width: 185.312px;">Financials</td>
<td style="width: 147.938px;">China</td>
<td style="text-align: center; width: 74.8125px;">5</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">7</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/gazprom-pjsc-6a7231a9-d5e4-4da4-bf21-aa1b9d50fbf8" target="_blank" data-smartkarma-citation="entities:27578:1" rel="noopener">Gazprom PJSC (GAZP RM)</a> </td>
<td style="width: 185.312px;">Energy</td>
<td style="width: 147.938px;">Russian Federation</td>
<td style="text-align: center; width: 74.8125px;">14</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">8</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/lukoil-pjsc" target="_blank" data-smartkarma-citation="entities:24141:1" rel="noopener">Lukoil PJSC (LKOD LI)</a> </td>
<td style="width: 185.312px;">Energy</td>
<td style="width: 147.938px;">Russian Federation</td>
<td style="text-align: center; width: 74.8125px;">32</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">9</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/b3-sa-brasil-bolsa-balcao" target="_blank" data-smartkarma-citation="entities:24580:1" rel="noopener">B3 Sa - Brasil Bolsa Balcao (B3SA3 BZ)</a> </td>
<td style="width: 185.312px;">Financials</td>
<td style="width: 147.938px;">Brazil</td>
<td style="text-align: center; width: 74.8125px;">70</td>
</tr>
<tr>
<td style="text-align: center; width: 74.7344px;">10</td>
<td style="width: 263.203px;">
<a href="https://www.smartkarma.com/entities/china-construction-bank-h" target="_blank" data-smartkarma-citation="entities:45:1" rel="noopener">China Construction Bank H (939 HK)</a> </td>
<td style="width: 185.312px;">Financials</td>
<td style="width: 147.938px;">China</td>
<td style="text-align: center; width: 74.8125px;">41</td>
</tr>
<tr><td colspan="5" style="text-align: left; width: 746px;">Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas</td></tr>
</tbody>
</table>As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

This insight provides the output, and an overview of our, machine learning-driven, proprietary GEM screening model, which takes a three-pronged approach to find the best medium-term long ideas within the top100 largest stocks in the MSCI GEM Index. The model is based on 1) a typical quantitative multifactor screening model, enhanced by two Artificial Intelligence Technology-based approaches using 2) a Deep Neural Network model, and 3) a Recurrent Neural Network model. This model, which has been developed and tweaked over the past 24 months (and implemented in its current state for &gt;12 months), has a solid real-world performance track record, which I set out in the detail below. Notable new entrants to the top decile this month include Russian energy plays Gazprom PJSC (GAZP RM) and Lukoil PJSC (LKOD LI), Brazilian securities exchange B3 Sa - Brasil Bolsa Balcao (B3SA3 BZ), and China Construction Bank H (939 HK).









rank
Name
Sector
Location
prev.


1

SK Hynix (000660 KS) 
Information Technology
Korea (South)
3


2

China Mobile (941 HK) 
Communication
China
9


3

CNOOC Ltd (883 HK) 
Energy
China
1


4

Posco (005490 KS) 
Materials
Korea (South)
21


5

Kia Motors Corp (000270 KS) 
Consumer Discretionary
Korea (South)
4


6

Bank Of China Ltd (H) (3988 HK) 
Financials
China
5


7

Gazprom PJSC (GAZP RM) 
Energy
Russian Federation
14


8

Lukoil PJSC (LKOD LI) 
Energy
Russian Federation
32


9

B3 Sa - Brasil Bolsa Balcao (B3SA3 BZ) 
Financials
Brazil
70


10

China Construction Bank H (939 HK) 
Financials
China
41

Source: FactSet financial data and analytics, my estimates and calculations, Tensorflow, Keras, Google Colaboratory, pandas

As usual, please feel free to reach out for the full output table, any questions, clarifications needed or suggestions.

Asset Allocation & Fund Positioning, Copley Fund Research

Steven Holden

Asset Allocation & Fund Positioning

Copley Fund Research

Copley Fund Research provide research and data on asset allocation among Global and Emerging Market equity funds.  The analysis details absolute and relative positioning across countries, sectors and industries together with highly granular data on single stock and single fund allocations.  The data is updated monthly with time series going back to January 2011.

Global Research - Analysis of 165 prominent Global equity funds, combined AUM $335bn
GEM Research - Analysis of 127 prominent global EM equity funds, combined AUM $250bn

Asset Allocation - Global and GEM Equity

Cross Asset Strategy

Active Global managers are running record underweights in Emerging Market stocks.  The average Emerging Markets allocation among the active Global funds in our analysis stands at 9.44%, underweight -4.56% compared to the MSCI ACWI weight with 78.3% of funds underweight the benchmark.
Whilst India Financials are the largest overweight, China &amp; HK Consumer Discretionary and Health Care, Taiwan Financials and Saudi Financials have driven the underweight to all-time highs.
On a stock level, <a href="https://www.smartkarma.com/entities/taiwan-semiconductor-manufacturing-company" target="_blank" data-smartkarma-citation="entities:11230:1" rel="noopener">TSMC (2330 TT)</a> is the most widely held stock, owned by 48% of the 383 active Global managers in our analysis.  The top 6 most widely held stocks, which are <a href="https://www.smartkarma.com/entities/taiwan-semiconductor-manufacturing-company" target="_blank" data-smartkarma-citation="entities:11230:1" rel="noopener">TSMC (2330 TT)</a> , <a href="https://www.smartkarma.com/entities/aia-group-ltd" target="_blank" data-smartkarma-citation="entities:14895:1" rel="noopener">AIA Group Ltd (1299 HK)</a> , <a href="https://www.smartkarma.com/entities/alibaba-group-holding-ltd" target="_blank" data-smartkarma-citation="entities:787:1" rel="noopener">Alibaba Group (BABA US)</a> , <a href="https://www.smartkarma.com/entities/samsung-electronics-co-ltd" target="_blank" data-smartkarma-citation="entities:191:1" rel="noopener">Samsung Electronics (005930 KS)</a> , <a href="https://www.smartkarma.com/entities/tencent-holdings-ltd" target="_blank" data-smartkarma-citation="entities:26:1" rel="noopener">Tencent (700 HK)</a> and <a href="https://www.smartkarma.com/entities/hdfc-bank-ltd-4b6b7a92-9087-468d-9dbe-ab169e77f014" target="_blank" data-smartkarma-citation="entities:558:1" rel="noopener">HDFC Bank (HDFCB IN)</a> occupy the top tier.  They are held by significantly more managers and at larger average weight than those below them.
In fact, active Global managers have come to rely on these top 6 names more and more over the last decade.  Almost 40% of all EM allocations are in these 6 stocks.  Should Global managers be better diversifying their EM allocations?
Analysis taken from our Global fund research, covering 383 active Global strategies with combined AUM of $1.05tr

Active Global managers are running record underweights in Emerging Market stocks.  The average Emerging Markets allocation among the active Global funds in our analysis stands at 9.44%, underweight -4.56% compared to the MSCI ACWI weight with 78.3% of funds underweight the benchmark.
Whilst India Financials are the largest overweight, China &amp; HK Consumer Discretionary and Health Care, Taiwan Financials and Saudi Financials have driven the underweight to all-time highs.
On a stock level, TSMC (2330 TT) is the most widely held stock, owned by 48% of the 383 active Global managers in our analysis.  The top 6 most widely held stocks, which are TSMC (2330 TT) , AIA Group Ltd (1299 HK) , Alibaba Group (BABA US) , Samsung Electronics (005930 KS) , Tencent (700 HK) and HDFC Bank (HDFCB IN) occupy the top tier.  They are held by significantly more managers and at larger average weight than those below them.
In fact, active Global managers have come to rely on these top 6 names more and more over the last decade.  Almost 40% of all EM allocations are in these 6 stocks.  Should Global managers be better diversifying their EM allocations?
Analysis taken from our Global fund research, covering 383 active Global strategies with combined AUM of $1.05tr

EM Underweight Hits Record High Among Global Managers

Financials & FinTech research, Galliano’s Financials Research

Victor Galliano

Financials & FinTech research

Financials & FinTech, EM & Developed Markets

Galliano’s Financials Research

Galliano's Financials Research provides fundamental research in Emerging Markets financials, including FinTech, as well as financials in select Developed Markets.

The investment style applied is generally value oriented, although Growth At Reasonable Price (GARP) strategies can also be used where appropriate. 

Our investment research approach aim is often contrarian, looking to capitalise on overly sceptical or optimistic consensus views. In terms of valuation techniques, the focus is on PBV ratio to ROE, PE multiples and dividend yield, as well as the application of PEG ratios and, where appropriate, Sum of the Parts (SOTP) valuations.

Equity Bottom-Up

<ul>
<li>We screen 35 GEM Banks in this report with its accompanying charts, and identify the following names as investment opportunities</li>
<li>In LatAm, we highlight <a href="https://www.smartkarma.com/entities/banco-do-brasil-sa" target="_blank" data-smartkarma-citation="entities:24564:1" rel="noopener">Banco Do Brasil Sa (BBAS3 BZ)</a> , <a href="https://www.smartkarma.com/entities/grupo-financiero-banorte-o" target="_blank" data-smartkarma-citation="entities:24780:1" rel="noopener">Grupo Financiero Banorte-O (GFNORTEO MF)</a> and <a href="https://www.smartkarma.com/entities/credicorp-ltd" target="_blank" data-smartkarma-citation="entities:25963:1" rel="noopener">Credicorp Ltd (BAP US)</a> </li>
<li>In Asia, our preferred stocks are <a href="https://www.smartkarma.com/entities/postal-savings-bank-of-china" target="_blank" data-smartkarma-citation="entities:22848:1" rel="noopener">Postal Savings Bank of China (1658 HK)</a> , <a href="https://www.smartkarma.com/entities/china-construction-bank-h" target="_blank" data-smartkarma-citation="entities:45:1" rel="noopener">China Construction Bank H (939 HK)</a> , <a href="https://www.smartkarma.com/entities/hana-financial-group" target="_blank" data-smartkarma-citation="entities:12843:1" rel="noopener">Hana Financial (086790 KS)</a> and <a href="https://www.smartkarma.com/entities/state-bank-of-india" target="_blank" data-smartkarma-citation="entities:160:1" rel="noopener">State Bank Of India (SBIN IN)</a> </li>
<li>
<a href="https://www.smartkarma.com/entities/commercial-international-bank" target="_blank" data-smartkarma-citation="entities:27625:1" rel="noopener">Commercial International Bank (COMI EY)</a> and <a href="https://www.smartkarma.com/entities/sberbank-of-russia-pjsc-cde59529-fb78-4659-85d0-127942b44ba7" target="_blank" data-smartkarma-citation="entities:27581:1" rel="noopener">Sberbank of Russia PJSC (SBER RM)</a> stand out in CEMEA</li>
<li>Risks to our positive view on these select GEM banks include worse than expected GDP growth leading to worse than anticipated credit quality and slower than expected loan growth, along with limited investor appetite for GEM banks</li>
</ul>


We screen 35 GEM Banks in this report with its accompanying charts, and identify the following names as investment opportunities
In LatAm, we highlight Banco Do Brasil Sa (BBAS3 BZ) , Grupo Financiero Banorte-O (GFNORTEO MF) and Credicorp Ltd (BAP US) 
In Asia, our preferred stocks are Postal Savings Bank of China (1658 HK) , China Construction Bank H (939 HK) , Hana Financial (086790 KS) and State Bank Of India (SBIN IN) 

Commercial International Bank (COMI EY) and Sberbank of Russia PJSC (SBER RM) stand out in CEMEA
Risks to our positive view on these select GEM banks include worse than expected GDP growth leading to worse than anticipated credit quality and slower than expected loan growth, along with limited investor appetite for GEM banks


With Value funds making gains on Growth funds this year, where are EM Value managers positioned?Country: U/W China &amp; HK and India, O/W South Korea and Mexico.  Note also the overweight in Turkey, with 71% of the Value funds in our analysis positioned overweight versus the iShares MSCI Emerging Markets ETF.Sector:U/W Consumer Discretionary, Communication Services and Health Care.  O/W  Materials, Industrials and Financials.Read on for further data and analysis on Industry and Stock positioning.Analysis taken from our Emerging Markets Research, covering 242 active GEM funds with combined AUM of $500bn

With Value funds making gains on Growth funds this year, where are EM Value managers positioned?Country: U/W China &amp; HK and India, O/W South Korea and Mexico.  Note also the overweight in Turkey, with 71% of the Value funds in our analysis positioned overweight versus the iShares MSCI Emerging Markets ETF.Sector:U/W Consumer Discretionary, Communication Services and Health Care.  O/W  Materials, Industrials and Financials.Read on for further data and analysis on Industry and Stock positioning.Analysis taken from our Emerging Markets Research, covering 242 active GEM funds with combined AUM of $500bn

Founder of Antler Capital

Stanley Tsai, CFA

Thematic (Sector/Industry)

In the spirit of the long-awaited UEFA Euro 2020, we present our inaugural "China Financials: Silver Linings Playbook", which summarizes our views on the names that are best positioned to navigate an environment of progressively slower credit growth, tighter liquidity and rising defaults. 
Our screen consists of 100+ stocks in the A/H share universe, as well as a select number of international / non-traditional names that have significant exposures to China's financial system. We have a preference for larger-cap and liquid names, which are then filtered by our opinions on their fundamentals, value, momentum and recent trading volumes. We also try to make our selections versatile and less vulnerable to single-factor movements.
Each player's position on the pitch and the team formation itself convey incremental information about our thoughts on the sector's performance over a three to six-month horizon. To the extent possible, we intend to update our ideas on a periodic basis. This provides a feedback loop with our other ongoing research on the industry.
However, our team selections are not investment recommendations. Instead, they are meant to give structure to our analysis. The playbook allows us to articulate our views on the sector in a timely, concise manner. Our objective is to ensure we don't throw the baby out with the bathwater as sentiments on the sector remain bleak.
With that out of the way, the following is our starting XI. We will dive deeper into our rationale for our selections in the remainder of this insight (Exhibit 1).
<table class="table table-striped">
<tbody>
<tr>
<td style="width: 726.047px;">Exhibit 1: China Financials | Silver Linings Playbook</td>
</tr>
<tr>
<td style="width: 726.047px;">
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/213/768/original/image_768460236451623962508577.png?1623962508" class="editor-image img-responsive" data-smartkarma-image-id="213768"></figure>

Source: Our analysis
</td>
</tr>
</tbody>
</table>
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In the spirit of the long-awaited UEFA Euro 2020, we present our inaugural "China Financials: Silver Linings Playbook", which summarizes our views on the names that are best positioned to navigate an environment of progressively slower credit growth, tighter liquidity and rising defaults. 
Our screen consists of 100+ stocks in the A/H share universe, as well as a select number of international / non-traditional names that have significant exposures to China's financial system. We have a preference for larger-cap and liquid names, which are then filtered by our opinions on their fundamentals, value, momentum and recent trading volumes. We also try to make our selections versatile and less vulnerable to single-factor movements.
Each player's position on the pitch and the team formation itself convey incremental information about our thoughts on the sector's performance over a three to six-month horizon. To the extent possible, we intend to update our ideas on a periodic basis. This provides a feedback loop with our other ongoing research on the industry.
However, our team selections are not investment recommendations. Instead, they are meant to give structure to our analysis. The playbook allows us to articulate our views on the sector in a timely, concise manner. Our objective is to ensure we don't throw the baby out with the bathwater as sentiments on the sector remain bleak.
With that out of the way, the following is our starting XI. We will dive deeper into our rationale for our selections in the remainder of this insight (Exhibit 1).



Exhibit 1: China Financials | Silver Linings Playbook





Source: Our analysis




Related Insights
China Macro: Consumers Remain on the Sidelines, as Their Home Equity Grows 
Glut and Famine: We Might See Snow in China This Summer 
China Macro: PPI Peaks, while CPI Eases Tightening Fears 
China Macro: Exports Disappoint, but It's Still Early in the Game 
Glut and Famine: China's Monetary Conditions a Notch Tighter in May 
ICBC: The Bond Identity | A Zero-Growth Dividend Discount Story 
BOC Aviation (2588 HK): The Stars Don't Look Bigger, but They Do Look Brighter

China Financials: Silver Linings Playbook

China

China Construction Bank Corporation provides banking services. The Company offers deposits, loans, fund management, foreign exchange, and other services. China Construction Bank provides its services to individuals, enterprises, and other clients.

Price Gauge
52-week Range	0.00 - 0.00
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China Construction Bank (601939 CH)

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Wium Malan, CFA

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Stanley Tsai, CFA

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52-week Range

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