'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 - Stress Tests Part 3 - Inventory, Fixed Asset & Free Cash Flows

🇯🇵 JAPAN - Stress Tests Part 4 - From Free Cash Flow to Change in Cash

Nikon (7731 JP): 50% Upside from Rock Bottom

Japan Display – Funding Structure Suggests Bigger Plans Than Previously

Nikon (7731 JP) Buyback - BIG, but Smaller Than The Headline

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

ASICS Withholds Guidance: Possibility of Full-Term Loss

Zozo – 6% Revenue Growth Does Not Justify 15x EV/OP

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)

<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