'Quantamental' Japan Specialist, LightStream Research

Campbell Gunn

'Quantamental' Japan Specialist

Long-Short Analysis on Japan, Asia and the World

LightStream Research

LightStream conducts quantitatively rigorous and data-driven analysis with a focus on Japan and Asia.

We consistently cover the Tech, Consumer and Industrial sectors, and provide ECM and Events coverage more broadly.

We supplement traditional qualitative insights from company relationships with a robust quantitative foundation that examines as much historical data as is available.
We further refine the accuracy of our insights and calls through the use of alternative data to flesh out current trends, and through a valuation framework that emphasises non-superficial peer group selection and a proper attempt to understand the metrics and changes that have driven security valuations in the past.

Thematic (Sector/Industry)

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/139/255/original/2020-06-11_08-36-54.png?1591832240" class="editor-image img-responsive" data-smartkarma-image-id="139255"></figure><div class="content-caption">Source: Japan Analytics</div>STRESS TESTS - This Insight is the first in a series that will use a variety of standard and less-frequently used 'stress-tests' to look through the current euphoria and assess where business risk is concentrated among larger Japanese companies. According to Tokyo Shoko Research, 171 listed Japanese firms have raised nearly ¥10 trillion in new funds to weather COVID-19.ALTMAN Z-SCORES - The first Insight will update our earlier Who's<a href="https://www.smartkarma.com/insights/japan-who-s-swimming-naked-part-2-altman-z-score" target="_blank" data-smartkarma-citation="insights:37316" rel="noopener"> Swimming Naked?</a> Insight and focus on the Altman Z-Score as updated for the most recent quarterly results for both manufacturing and non-manufacturing companies.  In each category, ee will look at both the companies that are below Altman's 'distress' levels and those companies that have the most significant negative deviation from their seven-year average score. Only six of the bottom-thirty manufacturing and five of the bottom-thirty manufacturing companies have outperformed over one year. Many are already Oversold and offer potential value opportunities -as with <a href="https://www.smartkarma.com/entities/nissan-motor-co-ltd" target="_blank" data-smartkarma-citation="entities:72:1" rel="noopener">Nissan Motor (7201 JP)</a> which is now as distressed as when Carlos Ghosn first arrived.  QUASI-FINANCIAL FIRMS - The Z-Score methodology does not work for financial firms. Accordingly, five non-financial companies which have significant financial subsidiaries -  <a href="https://www.smartkarma.com/entities/rakuten-inc" target="_blank" data-smartkarma-citation="entities:31:1" rel="noopener">Rakuten (4755 JP)</a>, <a href="https://www.smartkarma.com/entities/z-holdings-corp" target="_blank" data-smartkarma-citation="entities:19603:1" rel="noopener">Z Holdings (4689 JP)</a>, <a href="https://www.smartkarma.com/entities/japan-post-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:359:1" rel="noopener">Japan Post (6178 JP)</a>, <a href="https://www.smartkarma.com/entities/softbank-group-corp" target="_blank" data-smartkarma-citation="entities:315:1" rel="noopener">Softbank Group (9984 JP)</a> and <a href="https://www.smartkarma.com/entities/sony-corp" target="_blank" data-smartkarma-citation="entities:563:1" rel="noopener">Sony (6758 JP)</a>- have been excluded from this analysis.

Source: Japan AnalyticsSTRESS TESTS - This Insight is the first in a series that will use a variety of standard and less-frequently used 'stress-tests' to look through the current euphoria and assess where business risk is concentrated among larger Japanese companies. According to Tokyo Shoko Research, 171 listed Japanese firms have raised nearly ¥10 trillion in new funds to weather COVID-19.ALTMAN Z-SCORES - The first Insight will update our earlier Who's Swimming Naked? Insight and focus on the Altman Z-Score as updated for the most recent quarterly results for both manufacturing and non-manufacturing companies.  In each category, ee will look at both the companies that are below Altman's 'distress' levels and those companies that have the most significant negative deviation from their seven-year average score. Only six of the bottom-thirty manufacturing and five of the bottom-thirty manufacturing companies have outperformed over one year. Many are already Oversold and offer potential value opportunities -as with Nissan Motor (7201 JP) which is now as distressed as when Carlos Ghosn first arrived.  QUASI-FINANCIAL FIRMS - The Z-Score methodology does not work for financial firms. Accordingly, five non-financial companies which have significant financial subsidiaries -  Rakuten (4755 JP), Z Holdings (4689 JP), Japan Post (6178 JP), Softbank Group (9984 JP) and Sony (6758 JP)- have been excluded from this analysis. 

🇯🇵 JAPAN - Stress Tests Part 1 - Altman Z-Scores

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/133/055/original/2020-05-13_05-37-45.png?1589315906" class="editor-image img-responsive" data-smartkarma-image-id="133055"></figure><div class="content-caption">Source • Japan Analytics</div>CASCADE - As expected, with many more of the larger listed companies reporting, our three Scores are falling in unison and at the fastest rate since 2008/9. With still over two-thirds of companies yet to report, there is more 'pain' ahead in this elongated 'season' of announcements. <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/133/056/original/2020-05-13_06-21-24.png?1589318495" class="editor-image img-responsive" data-smartkarma-image-id="133056"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/133/057/original/2020-05-13_06-22-14.png?1589318598" class="editor-image img-responsive" data-smartkarma-image-id="133057"></figure><div class="content-caption">Source • Japan Analytics</div>In the DETAIL below, we shall review the results, revisions and initial forecast announcements made by larger-cap (¥75b+) companies yesterday:-<div><ul>
<li>The balance between positive/neutral/negative of the 269 results announcements was 117:23:129. The average change in Results Score was -0.8.</li>
<li>For the 129 revisions/initial forecasts, the split was 39:7:83, and the average Revision Score was -4.6. Of the 213 companies declaring full-year results, 46% made forecasts for the current year.</li>
<li>
313 companies will announce on today, the largest of which by market capitalisation will be <a href="https://www.smartkarma.com/entities/sony-corp" target="_blank" data-smartkarma-citation="entities:563:1" rel="noopener">Sony (6758 JP)</a>, <a href="https://www.smartkarma.com/entities/takeda-pharmaceutical-co-ltd" target="_blank" data-smartkarma-citation="entities:11747:1" rel="noopener">Takeda Pharmaceutical (4502 JP)</a>,  and <a href="https://www.smartkarma.com/entities/eisai-co-ltd" target="_blank" data-smartkarma-citation="entities:21001:1" rel="noopener">Eisai (4523 JP)</a>. </li>
<li>Tuesday's 'best' and 'worst' scoring results were from  <a href="https://www.smartkarma.com/entities/gmo-internet-inc" target="_blank" data-smartkarma-citation="entities:13631:1" rel="noopener">GMO Internet (9449 JP)</a>  and <a href="https://www.smartkarma.com/entities/nissin-electric-co-ltd" target="_blank" data-smartkarma-citation="entities:18567:1" rel="noopener">Nissin Electric (6641 JP)</a>, respectively. </li>
</ul></div>

Source • Japan AnalyticsCASCADE - As expected, with many more of the larger listed companies reporting, our three Scores are falling in unison and at the fastest rate since 2008/9. With still over two-thirds of companies yet to report, there is more 'pain' ahead in this elongated 'season' of announcements. Source • Japan AnalyticsIn the DETAIL below, we shall review the results, revisions and initial forecast announcements made by larger-cap (¥75b+) companies yesterday:-
The balance between positive/neutral/negative of the 269 results announcements was 117:23:129. The average change in Results Score was -0.8.
For the 129 revisions/initial forecasts, the split was 39:7:83, and the average Revision Score was -4.6. Of the 213 companies declaring full-year results, 46% made forecasts for the current year.

313 companies will announce on today, the largest of which by market capitalisation will be Sony (6758 JP), Takeda Pharmaceutical (4502 JP),  and Eisai (4523 JP). 
Tuesday's 'best' and 'worst' scoring results were from  GMO Internet (9449 JP)  and Nissin Electric (6641 JP), respectively. 


🇯🇵 JAPAN • Results & Revisions 12th May - Secom, Shiseido, Toyota, Sysmex, Mitsui Fudosan

ja research

ja research is an independent research platform focused exclusively on Japanese equities. Leveraging data and graphic analysis provided by Japan Analytics, we provide insights on small and medium-sized companies that have been ignored by the sell-side as well as challenging conventional wisdom on larger companies. We also offer analyst and corporate access, the latter with translation if required. 

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/116/531/original/2020-02-06_03-39-10.png?1580933731" class="editor-image img-responsive" data-smartkarma-image-id="116531"></figure><div class="content-caption">Source • Japan Analytics</div>5TH FEBRUARY ROUNDUP - Wednesday saw 171 Results and 65 Forecast/Revision announcements. The Results Score set another new three-year low losing 16bps to reach 0.35, while the Forecast/Revision Score shed 7bps to reach 0.08. The sogo shosha trading company results were weak, with the exception of <a href="https://www.smartkarma.com/entities/itochu-corp" target="_blank" data-smartkarma-citation="entities:18448:1" rel="noopener">Itochu (8001 JP)</a>. Amongst large caps, <a href="https://www.smartkarma.com/entities/marubeni-corp" target="_blank" data-smartkarma-citation="entities:7463:1" rel="noopener">Marubeni (8002 JP)</a> and <a href="https://www.smartkarma.com/entities/dena-co-ltd" target="_blank" data-smartkarma-citation="entities:747:1" rel="noopener">DeNA(2432 JP)</a> had Operating Losses, while <a href="https://www.smartkarma.com/entities/mazda-motor-corp" target="_blank" data-smartkarma-citation="entities:20528:1" rel="noopener">Mazda Motor (7261 JP)</a>, <a href="https://www.smartkarma.com/entities/fujikura-ltd" target="_blank" data-smartkarma-citation="entities:10768:1" rel="noopener">Fujikura (5803 JP)</a>, <a href="https://www.smartkarma.com/entities/daicel-corp" target="_blank" data-smartkarma-citation="entities:10533:1" rel="noopener">Daicel (4202 JP)</a>, and <a href="https://www.smartkarma.com/entities/furukawa-electric-co-ltd" target="_blank" data-smartkarma-citation="entities:5193:1" rel="noopener">Furukawa Electric (5801 JP)</a> saw steep quarterly year-on-year OP declines. Amongst the 'winners' were <a href="https://www.smartkarma.com/entities/square-enix-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:15003:1" rel="noopener">Square Enix (9684 JP)</a>, and <a href="https://www.smartkarma.com/entities/rengo-co-ltd" target="_blank" data-smartkarma-citation="entities:20278:1" rel="noopener">Rengo (3941 JP)</a>.<hr>• SECTOR TIMELINE •<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/116/532/original/2020-02-06_03-42-28.png?1580934310" class="editor-image img-responsive" data-smartkarma-image-id="116532"></figure><div class="content-caption">Source • Japan Analytics</div>SECTOR TIMELINE - The Wholesale Sector was the largest loser yesterday with <a href="https://www.smartkarma.com/entities/mitsubishi-corp" target="_blank" data-smartkarma-citation="entities:20668:1" rel="noopener">Mitsubishi (8058 JP)</a> and <a href="https://www.smartkarma.com/entities/kanematsu-corp" target="_blank" data-smartkarma-citation="entities:5810:1" rel="noopener">Kanematsu (8020 JP)</a> joining Marubeni in posting poor results. <a href="https://www.smartkarma.com/entities/taiyo-nippon-sanso-corp" target="_blank" data-smartkarma-citation="entities:15756:1" rel="noopener">Taiyo Nippon Sanso (4091 JP)</a> slowing momentum and downward revision saw the Chemical Sector move lower again. <a href="https://www.smartkarma.com/entities/agc-inc" target="_blank" data-smartkarma-citation="entities:2167:1" rel="noopener">AGC (5201 JP)</a> initial forecast for FY2020 helped the Other Materials Sector recover some ground.

Source • Japan Analytics5TH FEBRUARY ROUNDUP - Wednesday saw 171 Results and 65 Forecast/Revision announcements. The Results Score set another new three-year low losing 16bps to reach 0.35, while the Forecast/Revision Score shed 7bps to reach 0.08. The sogo shosha trading company results were weak, with the exception of Itochu (8001 JP). Amongst large caps, Marubeni (8002 JP) and DeNA(2432 JP) had Operating Losses, while Mazda Motor (7261 JP), Fujikura (5803 JP), Daicel (4202 JP), and Furukawa Electric (5801 JP) saw steep quarterly year-on-year OP declines. Amongst the 'winners' were Square Enix (9684 JP), and Rengo (3941 JP).• SECTOR TIMELINE •Source • Japan AnalyticsSECTOR TIMELINE - The Wholesale Sector was the largest loser yesterday with Mitsubishi (8058 JP) and Kanematsu (8020 JP) joining Marubeni in posting poor results. Taiyo Nippon Sanso (4091 JP) slowing momentum and downward revision saw the Chemical Sector move lower again. AGC (5201 JP) initial forecast for FY2020 helped the Other Materials Sector recover some ground. 

🇯🇵 JAPAN • Results & Revisions Daily Roundup - 5th February ▲5201 4202 6269 ▼4091 9987 6869

Asia Pac ECM and Index Rebal, Shenton Research

Ke Yan, CFA, FRM

Asia Pac ECM and Index Rebal

Asia Pac IPO & Placement Research, China Biotech

DZT Research

DZT Research is an independent Asia Pacific equity specialist. Our quantitative research covers index rebalancing flows, alongside exchange data analytics accross Asia Pacific. On the equity capital markets side, we focus on Asia Pacific ECM, especially biotech and TMT. Our lead analyst is frequently cited by international media.

Equity Capital Markets

Shenzhen Mindray Bio-Medical Electronics / Equity Capital Markets

Shenzhen Mindray Bio-Medical Electronics (300760 CH)

<ul>
<li>Mindray is seeking to raise at least USD500m via a Hong Kong listing. Huatai and JPM are the deal sponsors.</li>
<li>This note covers Mindray's in vitro diagnostics, patient monitoring and life support, medical imaging, and peer valuation.</li>
<li>We also discuss our preliminary thoughts on valuation based on A-H premium.</li>
</ul>


Mindray is seeking to raise at least USD500m via a Hong Kong listing. Huatai and JPM are the deal sponsors.
This note covers Mindray's in vitro diagnostics, patient monitoring and life support, medical imaging, and peer valuation.
We also discuss our preliminary thoughts on valuation based on A-H premium.


Mindray (迈瑞医疗) A+H Pre-IPO: Early Thoughts

Index Rebalance

<ul>
<li>MSCI announced the quarterly review results after market close. As the cycle enters implementation, this note updates the stock setup.</li>
<li>ADDs entered implementation after a large pre-announcement move and still carry first-week give-back risk.</li>
<li>DELETEs were mild before implementation, but low-velocity DELETEs retain the weakest historical post-implementation profile.</li>
</ul>


MSCI announced the quarterly review results after market close. As the cycle enters implementation, this note updates the stock setup.
ADDs entered implementation after a large pre-announcement move and still carry first-week give-back risk.
DELETEs were mild before implementation, but low-velocity DELETEs retain the weakest historical post-implementation profile.


MS-Japan June 2026 Rebalance: Pre-Implementation Update

Japan

SYSMEX CORPORATION manufactures reagents and equipment for clinical tests including hematologic (blood) and immune tests. The Company also develops, manufactures, and trades particle analyzers such as blood coagulation analyzer and related software. Manufacturing and sales outside Japan include the United States, EMEA, China and Asia Pacific regions.

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Sysmex Corp (6869 JP)

🇯🇵 JAPAN - Stress Tests Part 1 - Altman Z-Scores

STRESS TESTS - This Insight is the first in a series that will use a variety of standard and less-frequently used 'stress-tests' to look through...

Campbell Gunn

🇯🇵 JAPAN • Results & Revisions 12th May - Secom, Shiseido, Toyota, Sysmex, Mitsui Fudosan

CASCADE - As expected, with many more of the larger listed companies reporting, our three Scores are falling in unison and at the fastest rate...

Campbell Gunn

🇯🇵 JAPAN • Results & Revisions Daily Roundup - 5th February ▲5201 4202 6269 ▼4091 9987 6869

5TH FEBRUARY ROUNDUP - Wednesday saw 171 Results and 65 Forecast/Revision announcements. The Results Score set another new three-year low losing...

Campbell Gunn

Mindray (迈瑞医疗) A+H Pre-IPO: Early Thoughts

Mindray is seeking to raise at least USD500m through an A+H listing. The note covers business quality, industry context, peer valuation, and A-H...

Ke Yan, CFA, FRM

MS-Japan June 2026 Rebalance: Pre-Implementation Update

MS-Japan enters the implementation phase on 1 June 2026. We update stock performance and discuss implementation trades.

Ke Yan, CFA, FRM

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