'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)

<div>
<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/139/997/original/2020-06-15_11-08-56.png?1592186965" class="editor-image img-responsive" data-smartkarma-image-id="139997"></figure><div class="content-caption">Source: Japan Analytics</div>
STRESS TESTS - This Insight is the second in our Japan Stress Test series in which we endeavour to assess where business risk is concentrated among larger Japanese companies. <a href="https://www.smartkarma.com/insights/japan-stress-tests-part-1-altman-z-scores" target="_blank" data-smartkarma-citation="insights:40180" rel="noopener">Part 1</a> looked at the time-worn Altman-Z Score for both manufacturing and non-manufacturing companies. In Part 2 will we turn our attention to the cash flow statement starting with the 'lifeblood' of all businesses - Operating Cash Flow.
ACCRUAL ACCOUNTING - Despite the sacrosanctity in some quarters of discounted cash flow analysis, for valuation purposes, our preference is to use accrual accounting. As Professor Stephen Penman states, "Accrual accounting brings the future forward in time and anticipates future cash flows."  Nevertheless, cash flow accounting, and the level of accounting accruals, can provide early insights into periodic stress. <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)'s</a> Accruals (Operating Income less Operating Cash Flow) as a percentage of period-end market capitalisation correlate with the company's Relative Price Score over the last thirty years. Further Insights in this series will continue to 'mine'  the Cash Flow statement by exploring Financing Cash Flows and the Working Capital Cycle.
REFORMULATED CASH FLOWSTATEMENTS - Our Operating Cash Flow calculation is derived from each company's Balance Sheet and Income Statement for periods of up to twenty-eight years. Cash Flow items relating to operating activities are divided into Operating Cash Flow and Investing Cash Flow, which includes Fixed Asset and Inventory Cash Flows.  Cash flows relating to financing activities are divided into Financing Cash Flow and Shareholder Cash Flow. The reformulated Balance Sheets, Income and Cash Flow Statements follow a clean-surplus relationship. All three Statements are fully articulated to include items of Other Comprehensive Income which are added to or subtracted from Shareholders' Equity. 
</div>UNIVERSE - The universe for this Insight comprises the 614 Japanese companies with a market capitalisation excluding Treasury Stock over ¥100 million and for which we have at least two years of cash flow data.  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 Analytics
STRESS TESTS - This Insight is the second in our Japan Stress Test series in which we endeavour to assess where business risk is concentrated among larger Japanese companies. Part 1 looked at the time-worn Altman-Z Score for both manufacturing and non-manufacturing companies. In Part 2 will we turn our attention to the cash flow statement starting with the 'lifeblood' of all businesses - Operating Cash Flow.
ACCRUAL ACCOUNTING - Despite the sacrosanctity in some quarters of discounted cash flow analysis, for valuation purposes, our preference is to use accrual accounting. As Professor Stephen Penman states, "Accrual accounting brings the future forward in time and anticipates future cash flows."  Nevertheless, cash flow accounting, and the level of accounting accruals, can provide early insights into periodic stress. Nissan Motor (7201 JP)'s Accruals (Operating Income less Operating Cash Flow) as a percentage of period-end market capitalisation correlate with the company's Relative Price Score over the last thirty years. Further Insights in this series will continue to 'mine'  the Cash Flow statement by exploring Financing Cash Flows and the Working Capital Cycle.
REFORMULATED CASH FLOWSTATEMENTS - Our Operating Cash Flow calculation is derived from each company's Balance Sheet and Income Statement for periods of up to twenty-eight years. Cash Flow items relating to operating activities are divided into Operating Cash Flow and Investing Cash Flow, which includes Fixed Asset and Inventory Cash Flows.  Cash flows relating to financing activities are divided into Financing Cash Flow and Shareholder Cash Flow. The reformulated Balance Sheets, Income and Cash Flow Statements follow a clean-surplus relationship. All three Statements are fully articulated to include items of Other Comprehensive Income which are added to or subtracted from Shareholders' Equity. 
UNIVERSE - The universe for this Insight comprises the 614 Japanese companies with a market capitalisation excluding Treasury Stock over ¥100 million and for which we have at least two years of cash flow data.  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 2 - Operating Cash Flow & Accruals

<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

Alpha-Centric ESG Research

Kyle Rudden

"Social" has been a third-wheel ESG pillar for a long time. Not that it matters any less, and there is plenty of evidence that strong Social-pillar ESG performance can do a lot of  good for a stock price. Rather, it's that the Social pillar stuff is more ethereal, harder to wrap one's head around. And, let's face it, the Social ESG pillar is a little more rosewater than crude oil.It is amazing how a global pandemic changes things. Whether it is ESG's social or Corporate Social Responsibility's (CSR) "social," socially-responsibility – as well as social irresponsibility or inaction – by corporations are front-and-center. In prior reports I assessed corporate coronavirus responses from an ESG perspective. In doing so, I something became increasingly (and painfully) obvious:Company responses are very diverse (as they should be), making comparative analysis difficult.For society, comparisons aren't necessarily relevant. A patient receiving better medical care due to a generous contribution from Company A probably doesn't care that Company B – same sector but the other side of the world – gave a larger contribution to its local hospital. For investors, however, comparisons kind of matter. After all, what's the value of a stand-alone P/E multiple?Rather than go insane trying to standardise and normalise everything – e.g., the economic value of donated masks or cost of retrofitting manufacturing lines to produce ventilators – I decided to look at coronavirus-related corporate philanthropy as a comparative metric. It is universal, quantifiable, and decidedly much easier to measure and value than, say, vats of hand sanitiser.This takes a data-driven look at coronavirus-related corporate social responsibility and specifically  philanthropy by listed companies in Asia Pacific countries. APAC first because Asian companies are doing a lot of giving, and nearly all of that inspirational cross-border humanitarian aid – including to the U.S., despite a certain orange-haired xenophobe in a white house.

"Social" has been a third-wheel ESG pillar for a long time. Not that it matters any less, and there is plenty of evidence that strong Social-pillar ESG performance can do a lot of  good for a stock price. Rather, it's that the Social pillar stuff is more ethereal, harder to wrap one's head around. And, let's face it, the Social ESG pillar is a little more rosewater than crude oil.It is amazing how a global pandemic changes things. Whether it is ESG's social or Corporate Social Responsibility's (CSR) "social," socially-responsibility – as well as social irresponsibility or inaction – by corporations are front-and-center. In prior reports I assessed corporate coronavirus responses from an ESG perspective. In doing so, I something became increasingly (and painfully) obvious:Company responses are very diverse (as they should be), making comparative analysis difficult.For society, comparisons aren't necessarily relevant. A patient receiving better medical care due to a generous contribution from Company A probably doesn't care that Company B – same sector but the other side of the world – gave a larger contribution to its local hospital. For investors, however, comparisons kind of matter. After all, what's the value of a stand-alone P/E multiple?Rather than go insane trying to standardise and normalise everything – e.g., the economic value of donated masks or cost of retrofitting manufacturing lines to produce ventilators – I decided to look at coronavirus-related corporate philanthropy as a comparative metric. It is universal, quantifiable, and decidedly much easier to measure and value than, say, vats of hand sanitiser.This takes a data-driven look at coronavirus-related corporate social responsibility and specifically  philanthropy by listed companies in Asia Pacific countries. APAC first because Asian companies are doing a lot of giving, and nearly all of that inspirational cross-border humanitarian aid – including to the U.S., despite a certain orange-haired xenophobe in a white house.

COVID-19 and ESG: Tencent, Alibaba Lead in Coronavirus Aid for Asia Pacific Region

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/136/651/original/2020-05-29_06-37-52.png?1590701909" class="editor-image img-responsive" data-smartkarma-image-id="136651"></figure><div class="content-caption">Source • Japan Analytics</div>LIMPING HOME - 42 companies reported results on Thursday of which 32 were for the full-year. Of these, 38% made FY2021 forecasts of which only three scored positively. Seventy more companies will announce today, including <a href="https://www.smartkarma.com/entities/hitachi-ltd" target="_blank" data-smartkarma-citation="entities:7797:1" rel="noopener">Hitachi Ltd (6501 JP)</a>, <a href="https://www.smartkarma.com/entities/olympus-corp" target="_blank" data-smartkarma-citation="entities:356:1" rel="noopener">Olympus Corp (7733 JP)</a>, and <a href="https://www.smartkarma.com/entities/yamaha-motor-co-ltd" target="_blank" data-smartkarma-citation="entities:7411:1" rel="noopener">Yamaha Motor (7272 JP)</a>, leaving only <a href="https://www.smartkarma.com/entities/toshiba-corp" target="_blank" data-smartkarma-citation="entities:637:1" rel="noopener">Toshiba (6502 JP)</a> from the 'trillion yen club' for next week.

Source • Japan AnalyticsLIMPING HOME - 42 companies reported results on Thursday of which 32 were for the full-year. Of these, 38% made FY2021 forecasts of which only three scored positively. Seventy more companies will announce today, including Hitachi Ltd (6501 JP), Olympus Corp (7733 JP), and Yamaha Motor (7272 JP), leaving only Toshiba (6502 JP) from the 'trillion yen club' for next week. 

🇯🇵 JAPAN • Results & Revisions 28th May - Nissan, Nikon & Toray

<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/136/350/original/2020-05-28_06-43-04.png?1590615802" class="editor-image img-responsive" data-smartkarma-image-id="136350"></figure><div class="content-caption">Source • Japan Analytics</div>ALL GOOD - Japan has had a 'good' COVID-19 relative to many countries. With a little help from the Bank of Japan, Japanese equities are only 11% below the December peak, despite a ten-year low in corporate earnings and the prospect of much worse in that regard in the coming months. Companies have retained staff, and consumer confidence has fallen less than in other developed economies. Production lines were not shut down, resulting in a GFC-like spike in the inventory ratio. The stable Yen will make it harder for exporters to the developing world to clear the stockpiles. Accordingly, the alphabetic 'shape' of Japan's post-COVID recovery will between "V" and "L" and will be more prolonged.SLIM TAILS - We are now in the slim tail of the earnings 'season' with only seven larger caps reporting yesterday of which just two made forecasts for the current year.<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/136/353/original/2020-05-28_07-10-35.png?1590617452" class="editor-image img-responsive" data-smartkarma-image-id="136353"></figure><div class="content-caption">Source • Japan Analytics</div>INTERNAL DEFICIENCIES - Another 42 companies will announce results today. The largest of these by market cap will be <a href="https://www.smartkarma.com/entities/otsuka-holdings-co-ltd" target="_blank" data-smartkarma-citation="entities:12292:1" rel="noopener">Otsuka (4578 JP)</a>, <a href="https://www.smartkarma.com/entities/nissan-motor-co-ltd" target="_blank" data-smartkarma-citation="entities:72:1" rel="noopener">Nissan (7201 JP)</a> (finally), and <a href="https://www.smartkarma.com/entities/toray-industries-inc" target="_blank" data-smartkarma-citation="entities:625:1" rel="noopener">Toray (3402 JP)</a>.  Of the companies with a market capitalisation of over ¥1 trillion, only <a href="https://www.smartkarma.com/entities/olympus-corp" target="_blank" data-smartkarma-citation="entities:356:1" rel="noopener">Olympus (7733 JP)</a>, <a href="https://www.smartkarma.com/entities/toshiba-corp" target="_blank" data-smartkarma-citation="entities:637:1" rel="noopener">Toshiba (6502 JP)</a>, and <a href="https://www.smartkarma.com/entities/hitachi-ltd" target="_blank" data-smartkarma-citation="entities:7797:1" rel="noopener">Hitachi (6501 JP)</a> remain after which this series of Insights will be brought to close. That these three companies required an extra month to prepare their accounts suggests severe deficiencies in the internal reporting structures of these companies.

Source • Japan AnalyticsALL GOOD - Japan has had a 'good' COVID-19 relative to many countries. With a little help from the Bank of Japan, Japanese equities are only 11% below the December peak, despite a ten-year low in corporate earnings and the prospect of much worse in that regard in the coming months. Companies have retained staff, and consumer confidence has fallen less than in other developed economies. Production lines were not shut down, resulting in a GFC-like spike in the inventory ratio. The stable Yen will make it harder for exporters to the developing world to clear the stockpiles. Accordingly, the alphabetic 'shape' of Japan's post-COVID recovery will between "V" and "L" and will be more prolonged.SLIM TAILS - We are now in the slim tail of the earnings 'season' with only seven larger caps reporting yesterday of which just two made forecasts for the current year.Source • Japan AnalyticsINTERNAL DEFICIENCIES - Another 42 companies will announce results today. The largest of these by market cap will be Otsuka (4578 JP), Nissan (7201 JP) (finally), and Toray (3402 JP).  Of the companies with a market capitalisation of over ¥1 trillion, only Olympus (7733 JP), Toshiba (6502 JP), and Hitachi (6501 JP) remain after which this series of Insights will be brought to close. That these three companies required an extra month to prepare their accounts suggests severe deficiencies in the internal reporting structures of these companies.

🇯🇵 JAPAN • Results & Revisions 27th May - Recruit, DNP & Dentsu

Japan

NISSAN MOTOR CO., LTD. manufactures and distributes automobiles and related parts. It also provides financing services. Nissan delivers a comprehensive range of products under various brands. The Company manufactures in Japan, the United States, Mexico, the United Kingdom and many other countries.

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Nissan Motor (7201 JP)

🇯🇵 JAPAN - Stress Tests Part 2 - Operating Cash Flow & Accruals

STRESS TESTS - This Insight is the second in our Japan Stress Test series in which we endeavour to assess where business risk is concentrated...

Campbell Gunn

🇯🇵 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

COVID-19 and ESG: Tencent, Alibaba Lead in Coronavirus Aid for Asia Pacific Region

"Social" has been a third-wheel ESG pillar for a long time. Not that it matters any less, and there is plenty of evidence that strong Social-pillar...

Kyle Rudden

🇯🇵 JAPAN • Results & Revisions 28th May - Nissan, Nikon & Toray

LIMPING HOME - 42 companies reported results on Thursday of which 32 were for the full-year. Of these, 38% made FY2021 forecasts of which only...

Campbell Gunn

🇯🇵 JAPAN • Results & Revisions 27th May - Recruit, DNP & Dentsu

ALL GOOD - Japan has had a 'good' COVID-19 relative to many countries. With a little help from the Bank of Japan, Japanese equities are only 11%...

Campbell Gunn

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