'Quantamental' Japan Specialist, LightStream Research

Campbell Gunn

Former Japan Equity PM with over 30 of experience now providing database-driven analysis of the market, sectors, peer groups and stocks for LightStream Research.

Leveraging data and graphic analysis provided by Japan Analytics, and the related Japan Analytics iPad App, we provide insights on companies are often ignored by the sell-side as well as challenging conventional wisdom on the market overall.

'Quantamental' Japan Specialist

🇯🇵 JAPAN • Four Quadrants - Contrarian Buys

Nikon (7731): Japan's Best NEV Opportunity

🇯🇵 JAPAN • Four Quadrants - Contrarian Sells

🇯🇵 JAPAN • Stock Picking with 'Peak' EV/OP Multiples - Introducing EV/POP

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)

Japan Industrials / Thematic (Sector/Industry)

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/156/586/original/2020-09-02_15-03-28.png?1599026640" class="editor-image img-responsive" data-smartkarma-image-id="156586"></figure>
<div class="content-caption">Source for all charts: Japan Analytics</div>
NEV IN JAPAN - Japan has a reputation for being the world's leading market for finding listed companies with negative Enterprise Value (NEV). Based on a sample of 842,133 traded months for the 3,826 currently-listed non-financial companies in our universe since 1993, NEV-traded months represent 8%. One thousand and eleven companies have spent at least one month with a negative EV and the average NEV 'period' is just over two years.  The number of NEV companies has varied over the last thirty years, from only one in 1994 (Sanyu Construction 1841 JP) to a peak of 437 in 2009 - 15.4% of the universe. In the last two years, the percentage has doubled to 10% or 366 companies, most of which are small-cap.
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/156/590/original/2020-09-02_15-13-33.png?1599027223" class="editor-image img-responsive" data-smartkarma-image-id="156590"></figure>
50 BPS -Accordingly, the aggregate (inverted) value of NEV stocks is ¥2.5 trillion or just 50 basis points of the aggregate of the universe. Nevertheless, the current value is at the upper end of the thirty-year range. We have excluded four non-financial companies - Z Holdings, Rakuten, Japan Post, and Sony - as they have financial subsidiaries on their balance sheets.
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/156/595/original/2020-09-02_15-36-40.png?1599028611" class="editor-image img-responsive" data-smartkarma-image-id="156595"></figure>
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NEV 'BUYS' - Brief periods, and occasionally extended, when higher-quality companies dip into NEV are often good long-term buying opportunities as shown above with <a href="https://www.smartkarma.com/entities/temp-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:1428:1" rel="noopener">Persol (2181 JP)</a>, <a href="https://www.smartkarma.com/entities/toei-animation-co-ltd" target="_blank" data-smartkarma-citation="entities:18641:1" rel="noopener">Toei Animation (4816 JP)</a>  and <a href="https://www.smartkarma.com/entities/hakuhodo-dy-holdings-inc" target="_blank" data-smartkarma-citation="entities:8736:1" rel="noopener">Hakuhodo DY (2433 JP)</a>. 
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/156/623/original/2020-09-02_17-57-38.png?1599037069" class="editor-image img-responsive" data-smartkarma-image-id="156623"></figure>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/156/625/original/2020-09-02_18-04-05.png?1599037457" class="editor-image img-responsive" data-smartkarma-image-id="156625"></figure>
NEV 'TRAPS' - Conversely, NEV can persist for years, 'trapping' both value investors and activists, particularly where management remain 'cloth-eared' such as <a href="https://www.smartkarma.com/entities/tokyo-broadcasting-system" target="_blank" data-smartkarma-citation="entities:12981:1" rel="noopener">Tokyo Broadcasting System (9401 JP)</a> and <a href="https://www.smartkarma.com/entities/toppan-printing-co-ltd" target="_blank" data-smartkarma-citation="entities:11875:1" rel="noopener">Toppan Printing (7911 JP).</a>
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In the DETAIL section below, we will review the current large-cap NEV companies, as well the most persistent and the largest peak to trough NEV ranges and make some specific stock recommendations.
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Source for all charts: Japan Analytics
NEV IN JAPAN - Japan has a reputation for being the world's leading market for finding listed companies with negative Enterprise Value (NEV). Based on a sample of 842,133 traded months for the 3,826 currently-listed non-financial companies in our universe since 1993, NEV-traded months represent 8%. One thousand and eleven companies have spent at least one month with a negative EV and the average NEV 'period' is just over two years.  The number of NEV companies has varied over the last thirty years, from only one in 1994 (Sanyu Construction 1841 JP) to a peak of 437 in 2009 - 15.4% of the universe. In the last two years, the percentage has doubled to 10% or 366 companies, most of which are small-cap.

50 BPS -Accordingly, the aggregate (inverted) value of NEV stocks is ¥2.5 trillion or just 50 basis points of the aggregate of the universe. Nevertheless, the current value is at the upper end of the thirty-year range. We have excluded four non-financial companies - Z Holdings, Rakuten, Japan Post, and Sony - as they have financial subsidiaries on their balance sheets.



NEV 'BUYS' - Brief periods, and occasionally extended, when higher-quality companies dip into NEV are often good long-term buying opportunities as shown above with Persol (2181 JP), Toei Animation (4816 JP)  and Hakuhodo DY (2433 JP). 


NEV 'TRAPS' - Conversely, NEV can persist for years, 'trapping' both value investors and activists, particularly where management remain 'cloth-eared' such as Tokyo Broadcasting System (9401 JP) and Toppan Printing (7911 JP).

In the DETAIL section below, we will review the current large-cap NEV companies, as well the most persistent and the largest peak to trough NEV ranges and make some specific stock recommendations.


🇯🇵 JAPAN • Looking for Value in Negative Enterprise Value