'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)

• LARGE CAP RESULTS - 9th APRIL •<section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/934/original/2021-04-11_07-45-16.png?1618170004" class="editor-image img-responsive" data-smartkarma-image-id="199934"></figure></section>RESULTS - Again, less than half of the 60 results announcements from Friday scored positively. Of the largest-cap stocks reporting, <a href="https://www.smartkarma.com/entities/aeon-co-ltd" target="_blank" data-smartkarma-citation="entities:3:1" rel="noopener">Aeon (8267 JP)</a> is still mired in net losses and is underperforming most of its listed subsidiaries. <a href="https://www.smartkarma.com/entities/yaskawa-electric-corp" target="_blank" data-smartkarma-citation="entities:2458:1" rel="noopener">Yaskawa Electric (6506 JP)</a> saw its first quarterly year-on-year sales gain since Y19-Q1 and is forecasting (see below) a return to near-double-digit operating margins this year. For more, see <a href="https://www.smartkarma.com/profiles/mio-kato" target="_blank" data-smartkarma-citation="accounts:713" rel="noopener">Mio's </a><a href="https://www.smartkarma.com/insights/yaskawa-is-sigma-x-going-to-drive-large-margin-gains" target="_blank" data-smartkarma-citation="insights:50190" rel="noopener">Yaskawa – Is Sigma-X Going to Drive Large Margin Gains?</a>.  Amongst mid-cap construction machinery companies, the divergence between <a href="https://www.smartkarma.com/entities/takeuchi-mfg-co-ltd" target="_blank" data-smartkarma-citation="entities:15344:1" rel="noopener">Takeuchi Mfg (6432 JP)</a> and <a href="https://www.smartkarma.com/entities/giken-ltd" target="_blank" data-smartkarma-citation="entities:8955:1" rel="noopener">Giken (6289 JP)</a> is notable.     <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/937/original/image_41476225521618176041754.png?1618176043" class="editor-image img-responsive" data-smartkarma-image-id="199937"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/938/original/image_43430948031618176155426.png?1618176156" class="editor-image img-responsive" data-smartkarma-image-id="199938"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/939/original/image_15842165641618176543024.png?1618176544" class="editor-image img-responsive" data-smartkarma-image-id="199939"></figure>• LARGE CAP FORECASTS/REVISIONS - 9th APRIL •<section class="figure"><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/936/original/2021-04-11_07-45-32.png?1618170242" class="editor-image img-responsive" data-smartkarma-image-id="199936"></figure></section>FORECASTS/REVISIONS - Just 65% of the annual revisions announced were positive, with Yasukawa the leading large-cap. In contrast to its results, Aeon is expecting to beat its listed grocery chain subsidiaries - all of whom are forecasting declines in profits.

• LARGE CAP RESULTS - 9th APRIL •RESULTS - Again, less than half of the 60 results announcements from Friday scored positively. Of the largest-cap stocks reporting, Aeon (8267 JP) is still mired in net losses and is underperforming most of its listed subsidiaries. Yaskawa Electric (6506 JP) saw its first quarterly year-on-year sales gain since Y19-Q1 and is forecasting (see below) a return to near-double-digit operating margins this year. For more, see Mio's Yaskawa – Is Sigma-X Going to Drive Large Margin Gains?.  Amongst mid-cap construction machinery companies, the divergence between Takeuchi Mfg (6432 JP) and Giken (6289 JP) is notable.     • LARGE CAP FORECASTS/REVISIONS - 9th APRIL •FORECASTS/REVISIONS - Just 65% of the annual revisions announced were positive, with Yasukawa the leading large-cap. In contrast to its results, Aeon is expecting to beat its listed grocery chain subsidiaries - all of whom are forecasting declines in profits. 

🇯🇵 JAPAN • Results & Revisions 04/​​​​​09 - Aeon, Giken & Takeuchi

• LARGER CAP RESULTS - 8th APRIL •<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/593/original/image_50653961221617916076677.png?1617916077" class="editor-image img-responsive" data-smartkarma-image-id="199593"></figure><div class="content-caption"> Source for all charts &amp; tables: Japan Analytics </div>RESULTS - 48% of Thursday's 29 results announcements scored positively; however, of the largest caps, only <a href="https://www.smartkarma.com/entities/fast-retailing-co-ltd" target="_blank" data-smartkarma-citation="entities:751:1" rel="noopener">Fast Retailing (9983 JP)</a> and <a href="https://www.smartkarma.com/entities/shift-inc" target="_blank" data-smartkarma-citation="entities:7266:1" rel="noopener">Shift (3697 JP)</a> had that distinction. <a href="https://www.smartkarma.com/entities/aeon-mall-co-ltd" target="_blank" data-smartkarma-citation="entities:5262:1" rel="noopener">AEON Mall (8905 JP)</a> and <a href="https://www.smartkarma.com/entities/lawson-inc" target="_blank" data-smartkarma-citation="entities:1040:1" rel="noopener">Lawson Inc (2651 JP)</a>, both of which had revised down in the recent weeks, anchored the bottom of the table.<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/595/original/image_25682293741617916377763.png?1617916379" class="editor-image img-responsive" data-smartkarma-image-id="199595"></figure>• FORECASTS/REVISIONS - 8th APRIL •<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/596/original/image_76440807551617916411847.png?1617916413" class="editor-image img-responsive" data-smartkarma-image-id="199596"></figure>FORECASTS/REVISIONS - Conversely, 81% of annual forecasts were positive, with Aeon Mall and Lawson particularly optimistic about FY22. Fast Retailing, which only has six months left to forecast, was more circumspect. For the second year in a row, <a href="https://www.smartkarma.com/entities/seven-i-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:1041:1" rel="noopener">Seven &amp; I (3382 JP)</a> did not make an initial forecast with the full-year results. <figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/597/original/image_28112384961617916762514.png?1617916763" class="editor-image img-responsive" data-smartkarma-image-id="199597"></figure><figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/199/598/original/image_37677060271617916798074.png?1617916799" class="editor-image img-responsive" data-smartkarma-image-id="199598"></figure>

• LARGER CAP RESULTS - 8th APRIL • Source for all charts &amp; tables: Japan Analytics RESULTS - 48% of Thursday's 29 results announcements scored positively; however, of the largest caps, only Fast Retailing (9983 JP) and Shift (3697 JP) had that distinction. AEON Mall (8905 JP) and Lawson Inc (2651 JP), both of which had revised down in the recent weeks, anchored the bottom of the table.• FORECASTS/REVISIONS - 8th APRIL •FORECASTS/REVISIONS - Conversely, 81% of annual forecasts were positive, with Aeon Mall and Lawson particularly optimistic about FY22. Fast Retailing, which only has six months left to forecast, was more circumspect. For the second year in a row, Seven &amp; I (3382 JP) did not make an initial forecast with the full-year results. 

🇯🇵 JAPAN • Results & Revisions 04/​​​​08 - 7&I Fast Re and Hisamitsu Dreams

Derivatives and Quantitative Strategist

Gaudenz Schneider

Equity Bottom-Up

<ul>
<li>
Context: This Insight follows up on previously highlighted relative value opportunities, using a statistical methodology based on mean-reversion to identify opportunities in paired securities.</li>
<li>
Highlights: In Japan, currently four pair trade opportunities persist across three sectors.
</li>
<li>
Why read: Statistical analysis offers a unique perspective on relative value. Gain insights into actionable statistical pair trade opportunities and monitor performance of previously highlighted pairs.</li>
</ul>



Context: This Insight follows up on previously highlighted relative value opportunities, using a statistical methodology based on mean-reversion to identify opportunities in paired securities.

Highlights: In Japan, currently four pair trade opportunities persist across three sectors.


Why read: Statistical analysis offers a unique perspective on relative value. Gain insights into actionable statistical pair trade opportunities and monitor performance of previously highlighted pairs.


Japan: Relative Value Opportunities and Pair Trades (6 Jul 2026)

Expert on Japan Retail and Consumer Markets, JapanConsuming

Michael Causton

Expert on Japan Retail and Consumer Markets

Real Insight on Japanese Consumer Markets

JapanConsuming

JapanConsuming is a specialist research firm producing intelligence on Japanese retail and consumer markets. Founded in 2000, JapanConsuming has become the leading provider of insights on Japanese retailers and consumer trends to retailers, brands, government agencies and investors. As well as a highly regarded monthly report on the market, JapanConsuming produces in-depth reports on retail sectors, seminars on key trends and telephone consulting to investors on trends and retailers.

JapanConsuming was founded by Michael Causton and Roy Larke. 

The following is a review of how physical retailers are progressing online and includes a unique ranking of the TOP 50 Online Retailers by sales, platforms sold on and growth.
Japanese retailers were famously behind peers in other markets to tackle e-commerce but many have caught up and become world class such as <a href="https://www.smartkarma.com/entities/fast-retailing-co-ltd" target="_blank" data-smartkarma-citation="entities:751:1" rel="noopener">Fast Retailing (9983 JP)</a> and <a href="https://www.smartkarma.com/entities/nitori-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:20386:1" rel="noopener">Nitori Holdings (9843 JP). </a>
More worrying for those lagging behind such as <a href="https://www.smartkarma.com/entities/seven-i-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:1041:1" rel="noopener">Seven &amp; I Holdings (3382 JP)</a>, estimates suggest that online will have some role in 50% of purchasing transactions by 2025.
Despite retailers' efforts, the big three online malls, Amazon, Rakuten and Yahoo! Shopping still control half of the e-commerce market for merchandise.

The following is a review of how physical retailers are progressing online and includes a unique ranking of the TOP 50 Online Retailers by sales, platforms sold on and growth.
Japanese retailers were famously behind peers in other markets to tackle e-commerce but many have caught up and become world class such as Fast Retailing (9983 JP) and Nitori Holdings (9843 JP). 
More worrying for those lagging behind such as Seven &amp; I Holdings (3382 JP), estimates suggest that online will have some role in 50% of purchasing transactions by 2025.
Despite retailers' efforts, the big three online malls, Amazon, Rakuten and Yahoo! Shopping still control half of the e-commerce market for merchandise.

Tip of the Iceberg: Omnichannel 50% of Japan Retail in 2025

Penetration (the share of total retail sales) of e-commerce in Japan increased sharply in the past few years but still varies significantly by category.
The following insight looks at each consumer product category and how penetration has grown in the last few years and provides estimates of trends to 2025.
Even with these relatively cautious rates of growth, penetration rates are set to expand significantly in apparel, household &amp; interior, books &amp; media, and stationery but only retailers with form in successful online marketing will benefit from this with major negative implications for the many retailers that have failed to tackle the threat from online. This includes even major retailers like <a href="https://www.smartkarma.com/entities/seven-i-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:1041:1" rel="noopener">Seven &amp; I Holdings (3382 JP)</a> which lags behind <a href="https://www.smartkarma.com/entities/aeon-co-ltd" target="_blank" data-smartkarma-citation="entities:3:1" rel="noopener">Aeon Co Ltd (8267 JP), </a><a href="https://www.smartkarma.com/entities/rakuten-inc" target="_blank" data-smartkarma-citation="entities:31:1" rel="noopener">Rakuten Inc (4755 JP)</a><a href="https://www.smartkarma.com/entities/aeon-co-ltd" target="_blank" data-smartkarma-citation="entities:3:1" rel="noopener">  and </a><a href="https://www.smartkarma.com/entities/amazon-com-inc" target="_blank" data-smartkarma-citation="entities:409:1" rel="noopener">Amazon.com Inc (AMZN US)</a> in the race to lead the battle for leadership in online food retailing.

Penetration (the share of total retail sales) of e-commerce in Japan increased sharply in the past few years but still varies significantly by category.
The following insight looks at each consumer product category and how penetration has grown in the last few years and provides estimates of trends to 2025.
Even with these relatively cautious rates of growth, penetration rates are set to expand significantly in apparel, household &amp; interior, books &amp; media, and stationery but only retailers with form in successful online marketing will benefit from this with major negative implications for the many retailers that have failed to tackle the threat from online. This includes even major retailers like Seven &amp; I Holdings (3382 JP) which lags behind Aeon Co Ltd (8267 JP), Rakuten Inc (4755 JP)  and Amazon.com Inc (AMZN US) in the race to lead the battle for leadership in online food retailing.

E-Commerce Penetration Increasing in All Retail Categories

Japan

Seven & i Holdings Co., Ltd. is a holding company which was established through the merger of Ito-Yokado Co., Seven Eleven Japan Co., and Denny's Japan. The Company plans, manages, and operates mainly convenience stores, supermarkets, and department stores.

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Seven & I Holdings (3382 JP)

🇯🇵 JAPAN • Results & Revisions 04/09 - Aeon, Giken & Takeuchi

RESULTS - Again, less than half of the 60 results announcements from Friday scored positively. Of the largest-cap stocks reporting, Aeon (8267 JP)...

Campbell Gunn

🇯🇵 JAPAN • Results & Revisions 04/08 - 7&I Fast Re and Hisamitsu Dreams

RESULTS - 48% of Thursday's 29 results announcements scored positively; however, of the largest caps, only Fast Retailing (9983 JP) and Shift (3697...

Campbell Gunn

Japan: Relative Value Opportunities and Pair Trades (6 Jul 2026)

Discover four pair trade opportunities across three sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Tip of the Iceberg: Omnichannel 50% of Japan Retail in 2025

We have compiled a unique ranking of the top 50 E-commerce retailers in Japan and provide an analysis of winners and losers among retailers now and...

Michael Causton

E-Commerce Penetration Increasing in All Retail Categories

A review of online market share in all key consumer categories in Japan, with forecasts for e-commerce market share to 2025 –the sharp growth will...

Michael Causton

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🇯🇵 JAPAN • Results & Revisions 04/​​​​​09 - Aeon, Giken & Takeuchi

RESULTS - Again, less than half of the 60 results announcements from Friday scored positively. Of the largest-cap stocks reporting, Aeon (8267 JP)...

Campbell Gunn

🇯🇵 JAPAN • Results & Revisions 04/​​​​08 - 7&I Fast Re and Hisamitsu Dreams

RESULTS - 48% of Thursday's 29 results announcements scored positively; however, of the largest caps, only Fast Retailing (9983 JP) and Shift (3697...

Campbell Gunn

Japan: Relative Value Opportunities and Pair Trades (6 Jul 2026)

​Discover four pair trade opportunities across three sectors using statistical mean-reversion methodology for actionable insights.

Gaudenz Schneider

Tip of the Iceberg: Omnichannel 50% of Japan Retail in 2025

We have compiled a unique ranking of the top 50 E-commerce retailers in Japan and provide an analysis of winners and losers among retailers now and...

Michael Causton

E-Commerce Penetration Increasing in All Retail Categories

A review of online market share in all key consumer categories in Japan, with forecasts for e-commerce market share to 2025 –the sharp growth will...

Michael Causton

🇯🇵 JAPAN • Results & Revisions 04/09 - Aeon, Giken & Takeuchi

🇯🇵 JAPAN • Results & Revisions 04/08 - 7&I Fast Re and Hisamitsu Dreams

Discover four pair trade opportunities across three sectors using statistical mean-reversion methodology for actionable insights.