'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)

FROM OPERATING TO FINANCING CASH FLOWS -  Having examined Operating Cash Flow in our previous <a href="https://www.smartkarma.com/insights/japan-stress-tests-part-2-operating-cash-flow-accruals" target="_blank" data-smartkarma-citation="insights:40321" rel="noopener">Insight</a>, we shall look into the 'stressors' between Operating Cash Flow and Financing Cash Flow. In our reformulated Cash Flow Statements, cash flows relating to operating activities are divided into Operating Cash Flows and Investing Cash Flows, which comprise Fixed Asset and Inventory Cash Flows.  Free Cash Flow is the sum of Operating Cash Flow, Fixed Asset Cash Flow and Inventory Cash Flow. Inventories are not included in Operating Cash Flow as they are considered discretionary, are often related to Fixed asset Cash Flows, and can be highly seasonal.<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/141/225/original/2020-06-21_08-34-07.png?1592698079" class="editor-image img-responsive" data-smartkarma-image-id="141225"></figure><div class="content-caption">Source: Japan Analytics</div>JAPAN WAS FCF POSITIVE IN Q4.. - Despite the decline in Operating Cash Flow in the last quarter (the final quarter of the Fiscal Year for most Japanese companies), Investing Cash Flow was more positive than in any quarter since FY2016-Q4, which also coincided with the last business cycle low. As a result, the aggregate Free Cash Flow for the 3,639 listed non-financial companies (excluding<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>) was an impressive ¥8.4 trillion or an annualised yield of 6.4%.<figure class="editor-figure mceNonEditable"><img src="https://static-prod.smartkarma.com/images/media/000/141/223/original/2020-06-21_08-51-12.png?1592697088" class="editor-image img-responsive" data-smartkarma-image-id="141223"></figure><div class="content-caption">Source: Japan Analytics</div>..AS CAPEX WAS PUT ON HOLD - Seasonally Japanese companies capital expenditures are higher in the second half of the fiscal year- in FY2019, ¥21trillion was added to Operating Assets. In contrast, FY2020 saw a 79% decline in capex to ¥4.4 trillion, all of which was spent in the third quarter. This decline is the most substantial second-half quarter-on-quarter contraction in fixed asset outflows since 2009.   In the DETAIL below, we shall highlight those 'outlier' large-cap companies which are either end of the capex, inventory and Free Cash Flow tables, and focus on those with the greatest intimations of business 'stress'. We have excluded the Real Estate Sector from this analysis due to the inherent volatility of fixed assets and inventory cash flows fo these companies.

FROM OPERATING TO FINANCING CASH FLOWS -  Having examined Operating Cash Flow in our previous Insight, we shall look into the 'stressors' between Operating Cash Flow and Financing Cash Flow. In our reformulated Cash Flow Statements, cash flows relating to operating activities are divided into Operating Cash Flows and Investing Cash Flows, which comprise Fixed Asset and Inventory Cash Flows.  Free Cash Flow is the sum of Operating Cash Flow, Fixed Asset Cash Flow and Inventory Cash Flow. Inventories are not included in Operating Cash Flow as they are considered discretionary, are often related to Fixed asset Cash Flows, and can be highly seasonal.Source: Japan AnalyticsJAPAN WAS FCF POSITIVE IN Q4.. - Despite the decline in Operating Cash Flow in the last quarter (the final quarter of the Fiscal Year for most Japanese companies), Investing Cash Flow was more positive than in any quarter since FY2016-Q4, which also coincided with the last business cycle low. As a result, the aggregate Free Cash Flow for the 3,639 listed non-financial companies (excluding Rakuten (4755 JP), Z Holdings (4689 JP), Japan Post (6178 JP), Softbank Group (9984 JP) and Sony (6758 JP)) was an impressive ¥8.4 trillion or an annualised yield of 6.4%.Source: Japan Analytics..AS CAPEX WAS PUT ON HOLD - Seasonally Japanese companies capital expenditures are higher in the second half of the fiscal year- in FY2019, ¥21trillion was added to Operating Assets. In contrast, FY2020 saw a 79% decline in capex to ¥4.4 trillion, all of which was spent in the third quarter. This decline is the most substantial second-half quarter-on-quarter contraction in fixed asset outflows since 2009.   In the DETAIL below, we shall highlight those 'outlier' large-cap companies which are either end of the capex, inventory and Free Cash Flow tables, and focus on those with the greatest intimations of business 'stress'. We have excluded the Real Estate Sector from this analysis due to the inherent volatility of fixed assets and inventory cash flows fo these companies.

🇯🇵 JAPAN - Stress Tests Part 3 - Inventory, Fixed Asset & Free Cash Flows

<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

Pan-Asia Catalysts/Events, Quiddity Advisors

David Blennerhassett

Pan-Asia Catalysts/Events

Quiddity Advisors

Event-Driven

Last Week in Event SPACE: SingTel, Hang Lung, Vedanta, Sing Air, Leyou

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

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 3 - Inventory, Fixed Asset & Free Cash Flows

FROM OPERATING TO FINANCING CASH FLOWS - Having examined Operating Cash Flow in our previous Insight, we shall look into the 'stressors' between...

Campbell Gunn

🇯🇵 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

Last Week in Event SPACE: SingTel, Hang Lung, Vedanta, Sing Air, Leyou

Last Week in Event SPACE ... Singtel (ST SP)'s implied stub, stripping out all its listed holdings, has never been cheaper. Hang Lung (10...

David Blennerhassett

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

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