Category Archives: Science

How Finance Is Central to Business Management | Earnings Management “Chainsaw Al”

Chainsaw Al & the Sunbeam Case:

To unpack this story, first we need to look at the industry; Sunbeam is not particularly profitable in 1996 and they need a new CEO. Sunbeam is a seller of BBQs, dough mixers and other electronics appliances. They are selling discretionary items and counter-balance summer products with winter product lines. They are manufacturers and not retailers with a Buy/Make breakdown of 70/30. If they had inelastic demand, that would have near monopoly power. However, Sunbeam has elastic demand. They have a competitive market where prices are low. At it’s core Sunbeam is a Cost Leader with razor thin margins.

Enter “Chainsaw” Al Dunlap. A man who famously sold Scotts Paper to Kimberly Clark for $7 billion dollars. Dunlap built his career in the paper mill industry where cutting costs is relatively clear cut in the sense that those types of firms do not have the diversity of product lines that a Sunbeam has.

Incentives Alignment? Dunlap was brought on at Sunbeam to turn around that company’s profit performance. His salary was $1 million dollars. He also signed with extensive stock options which is typical of a new CEO. However, with Stock Options, you have a very serious concern around incentives. The CEO is incentivized to crave volatility since you can make more money if the stock price goes over the Option strike price. If the Option is for shares at $50, then you, as the CEO, will take risks to get it past that threshold so that you can cash out part of your options. And what’s the worst thing that could happen anyway? You miss your target then you get no funds because you wouldn’t action your Options in that scenario.

Challenges at Sunbeam

What were the changes that Al Dunlap implemented as the new CEO of Sunbeam? There are two ways to increase net income; either you increase your prices thereby driving revenue upwards or your decrease your operating expenditure thereby driving costs downwards.

So what were Chainsaw Al’s strategy?:

  • Cut back on non-core businesses;
  • Reduced the head count by half and engaged in divestitures of non-core businesses;
  • Products and stores development;
  • Centralized decision-making at head office;
  • He fired the senior management at Sunbeam and replaced them with his own team from Scotts Paper;
  • Aimed to increase international sales by 300%;
  • Used confusion about the company direction to his advantage;
  • Dunlap aimed to double revenue by 1999; Dunlap gave himself extremely myopic targets around profit margins.
  • He also called to the end of any debt within the year.
  • And he engaged in an effort to acquire other firms.

Chainsaw Al’s Narrative was Inconsistent and Paradoxical

  • The timing is a bit odd for the strategy he applies.
  • They wanted to innovate in 4 months in an industry that is Cost Leadership.
  • They are divesting while also expanding product lines.

Efficiencies on the one hand: Sunbeam is looking to cut costs, cutting down on the debt in one year, you can find a cheaper way to manage labour.

Growth on the other hand: Sunbeam wants to grow the business but typically, growth phases are inefficient, the margins should be very low, once you can’t grow anymore you return to efficiencies.

Two Options in Any Company: Raise the Price, Cut Costs

  • Interestingly innovation is an area where fraud can occur.
  • They have the impetus to manage earnings;
  • The board is eager;
  • Centralizing authority gives them power

ROE: Ratios on Equity: turnover income. What’s the formula?

Return on Equity = Net Income/Shareholder’s Equity

  • They want to diminish they debt as a firm.
  • The more debt, the more ROE you have because debt is anti-equity!

Let’s look at the 1996 versus 1997 period:

1996 Net Income ’96 1997 Net Income ’97
Cost of Goods Sold was 92% SG&A is cut
Debit PP&E UP
Credit Cash UP
UP
Debit Inventory Impairment Write Down
Credit Inventory UP (they sold the inventory anyway)
Down Debit Cash UP
Credit Revenue UP
UP
Debit PP&E Impairment
Credit PP&E
Down Overproduction UP
COGST Down
UP (but 1998 will look really bad)
Debit A/R UP (Bill & Hold)
Credit Revenue UP (Channel Stuffing)
UP
Debit Warrantee Expense
Credit Warrantee Revenue Down (too much expenses in 1996, I can take more expense)
Down

Assets – Liabilities = Equity

Assets UP – Liabilities Down = Equity UP

  • Inventory (Impairments)
  • Discretion when they do a write down.

Remember that profit = net income = net earnings

Accounting Adjustments

There are some commonly occurring distortions. In particular asset distortions, liability distortions and equity distortions. Beyond question is the fact that income statements effect the balance sheet and vice versa. So any distortion in overstating revenue will also appear in the balance sheet in overstating equity.

Recall that the Income Statement is basically:

+ Sale

  • VC
  • FC

= Profit

i.e. sales minus expenses = Net Income

While the balance sheet is effected by what is highlights in the box:

Current Assets                  Current Liabilities

Long Term Assets            Long Term Liabilities

Shareholders’ Equity

Recall basic Accounting Principle | The Only Formula You Need

Assets – Liabilities = Equity

If Assets (increase) – Liabilities (decrease) = Equity (increase)

Sales Returns: the product might be returned before I recognize the revenue.

Bally’s Gym: there may be a collectability issues. So you have membership policies that you lock down in a contract and so you recognize revenue immediately. You then have liberal credit policy where customers who didn’t want to go the gym still paid for it because of the 12 month contracts. However, what started happening is that the level of default was much higher. All the Gym’s were following Bally’s lead. However, you can only recognize revenue when you get the cash now as a result.

The Valeant Case: potential channel stuffing in 2015; when you have an entity that you technically own called Philidor and you sell product to that entity for $100 millions at a cost of $0, then the right hand is selling to the left hand. This is not clear that performance is working up to code.

The Alibaba Case: Alibaba “Single Day” have massive sales on November 11th of each year. However, the SEC needed to investigate them because they were recognizing revenue on November 11th as a barometer for Alibaba growth however, they were not also mentioning the rate of returns for these singles day items. They are overstated revenues because of the inadequate reserving for bad debts.

Conversely – understated because of cookie jar reserves (new CEO effect). The same effect occurs at Amazon’s Prime Day.

Asset Distortions

Receivables (channel stuffing and under-reserving)

Why might receivables be distorted: Firms using liberal interpretation of revenue recognition rules related to performance, measurement and collectability. It’s because of:

(1) overstated underlying revenue via techniques such as channel stuffing.

2) they may be overstated because a firm may be taking inadequate reserves from bad debts.

Conversely, receivables might be effected if the firm is engaged in “cookie jarring” by deferring revenue that was earned or taking on more expenses through excessive reserved for bad debts.

Receivables matter for firms where the business is providing credit to customers as an important aspect of doing business.

Where are Receivables crucial:

  • Any business where credit to customers is crucial;

Telltale Signs

  • Worsening receivables turnover from customers.
  • Others competitors are increasing reserves/customers doing badly

Case 1: Channel Stuffing at Diageo

Diageo: accused of channel stuffing. This liquor manufacturer is pre-booking revenue based on accelerated shipments to distributors, thereby overstating revenues, receivables and profits. So you need to undo the distortion: the adjustments we will make in the statement are as follows: You can pay lower taxes after adjusting.

So the impact on the balance sheet is considerable. With receive-able going down by $0.5 billion. So there is a $105 million income tax expense The adjustments lower the deferred tax liability; the implicit assumption is that no effect on the income tax reporting. If income tax is affted the impact will be income tax payable instead of deferred income taxes.

***The market anchors on earnings*** at the expense of long-term growth.

The market is overly focused on earnings.

Balance Sheet:

The inventory didn’t change that much with Sunbeam.

Case 2: Lucent Under-Reserving Adjustment

Lucent was effected by the dot-com bubble burst. Most customers were in the high tech space and went bankrupt. Lucent as a result increased their reserves only marginally. So if you assume that you would take an addition $200 million adjustment what will make? Deferred Tax Assets $70 million UP

This is an estimate; I want to minimize my bad debt as an estimate, so it’s a future benefit. There is an increase in deferred tax liabilities, we will have an increase in deferred tax assets.

Making adjustments for understated receivables: the adjustments. An analyst might undo this by increase net income, writing up the net receivables, reducing deferred tax asset

Accounting Adjustments

Inventory

Inventory ->

Why might inventory be distorted?

  • Overstated because of impairment charges not taken
  • Conversely – understated because of excessive impairment (new CEO effect)
  • Overstated because of deliberate overproduction which results in allocated fixed costs being capitalized as a part of inventory.

Where crucial:

Any business where inventory levels are high and obsolescence/style is crucial (manufacturing, retail, electronics)

Telltale Signs

  • Worsening inventory turnover
  • Others taking impairments/slowdown in demand

Case 3: Making Adjustments for Overstated Inventory:

In the fourth quarter of 2014, Blackberry states it was going to take a pre-tax impairment charge of $1.6 billion dollars> due to the failed launch of the Z series handsets. If the tax rate is 20% how would you adjust the income statements and balance sheets?  Inventory Turnover is Low in February. Blackberry takes a huge impairment: Reduce Inventory $1600 Down for the Z series handsets.

You will save on taxes, you don’t get the tax benefit if you XXXXX

Not a distortion per se – as they actually take the charge (often firms delay this)

https://www.forbes.com/sites/parmyolson/2013/09/27/blackberry-lost-nearly-1-billion-in-the-last-quarter/#16abfce86cad

So you have this pre-tax expense “20% with a Deferred Tax Assets of $320 Million.

An example where there might be a problem; Lehman Brother had a huge exposure and was not making any write offs that was a sign of problems there.

Accounting Adjustments

Fixed Assets (on Balance Sheet)

There are two main reasons that a firm’s balance sheet is distorted.

  • Ongoing (differences or changes in depreciation): The first is continuous or ongoing and happens because a firm’s depreciation policy might be systematically different from the industry.
  • Episodic (impairment charge delayed/not taken): Is that more episodic and happens because a firm does not impair or write down fixed assets.

Where crucial:

Fixed asset intensive business (manufacturing, mining, fast food, airlines).

Telltale Signs

  1. Worsening fixed asset turnover
  2. Others taking asset write-downs: if a peer firm is taking an asset write-down, an analyst should ascertain if this firm should also have an asset write down.
  3. Return on Assets: ROA consistently lower than cost of capital it may be a sign of impaired assets (asset not generating adequate returns).

The Financial Perspective in Business | Strategy Analysis

There are a few critical steps to engaging in Business Analysis and Valuation. In this post, we begin with Strategy Analysis by looking at Financial Statements themselves as a means of describing business performance.

Step 1 is the Strategy Analysis: What is the core strategy of the firm?

How is the kind of firm you are dealing with reflected in their financial statements?

This work requires an understanding of the Financial Statements of the firm. What would you expect of this firm based on the balance sheet and income statement? These types of questions need to be answered using the classic MBA training test of Identifying the Firms from their Financial Statements. In order to Identify the Firms, first you’ll need to group the firms by Industry. So here are some classic industry traits.

Remember – these financial statements do not have to be from the most recent year.

  • US Steel – manufactures and sells a range of steel products.
  • American Insurance Group – sells a broad range of insurance products. Revenues include premiums from customers and revenues earned from cash received from customers. Expenses include amounts paid out or expected to be paid out for claims.
  • Gillette – makes and sells a wide range of consumer personal grooming products. Has made a lot of acquisitions recently.

  • Hewlett Packard – the firm develops, manufactures and sells computer hardware, with a large part of the manufacturing outsourced.
  • Household International : A firm that lends money to consumers for periods ranging from few months to many years. A big part of expenses is the estimated uncollected loans.
  • Interpublic Group : A media services firm. Creates advertising copy. Purchases ad time and space. Revenues are commissions for these services. Has made a lot of acquisitions recently.
  • Kelly Services : A “temp” agency. Hires out temporary help.
  • Lands End : An catalog based apparel selling firm. Most revenues through 3rd party credit card. Sells own branded merchandise.
  • TJX Enterprises : Owns TJ Maxx and Marshalls – clothing stores. Sells bargain priced “famous maker” apparel.

  • McDonalds – Operates fast food restaurants, both thru firm owned as well as franchised operations. McDonalds often owns and leases properties to franchisees under long term leases.
  • Newmont Mining – Mines gold and other metals. R&D includes exploration costs, but can be zero if there is no exploration
  • Wendys – Similar to McDonalds, but Wendys owns most of its restaurants.

So, take a look at this spreadsheet and see which firm likely matches the above….

 

Answer Key: Identification

Start with what industry each of these companies likely works in. 

  • 9 & 10 R&D
  • 1, 11, 12 No Inventory
  • 1, 7 Receivables
  • 2, 4, 5, 8 Net PP&E (Property, Plant & Equipment)
  • 3, 12 no Long-Term Debt
  • 7, 11 Cash/MS
  • 5, 8 Inventory/COGS (Cost of Goods Sold)

 

Services businesses (law firm etc): (11)  and (12)

If you have a high account receivables that means other firms, customer owe you money. This makes sense, you would expect the accounts receivable to be rather large, as you wait for the client to pay you. If you have high Assets number relative to sales that suggests that your balance is about holdings rather than sales.

Financial Services Businesses: 1 and 7

I would expect your Assets relative to sales to be high.  Sales over assets should also be high. Financial Services also typically have a higher level of long-term debt.

Retailers : 3 Land’s End, 6 TJX

You would have marketing inventory here. Often renting space.

Branded (Supply and Retailers) (10) HP and (9) Gillette

Gillette and HP have high Research & Development costs. Branded firms also have SGA over sales ratios because they are heavily invested in advertising. If your cost of goods sold is low relative to sales that also suggests you have that markup indicative of branded goods.

Fast Food Chains: (5) McDonald’s (8) Wendy’s

Look at inventory divided by the COGS. – Fast Food are Price Setters!They have high turnover with perishable goods. They have some inventory and COGS is low margins COGS/Sales is low because of branding costs. They also have a high SGA/Sales due to advertising.

Recall that Franchising has COGS/Sales 70%

Wendy’s              Owns                    McDonald’s                       Franchising

Asset     100                                      50                          =             50

Sales      100                                      10                          =             60

COGS     70                                                                       =             35 COGS/Sales

Assets/Sales 100%

Industrial Businesses:  2 ,  4

Margin is 2%, they are “price takers/commodities” they have elastic demand. PP&E is very high in this case. The Balance Sheet should be larger than the Income Statement. They have high costs to sales COGS. Remember that balance sheets are snapshots of what I have what I owe.

You might have Ontario Mining Towns: boomtown lands 15 years, high fixed costs, risky business model. They have a lot of debt because they have assets as collateral. Junior mining companies have low equity so creditors are immense. The toughest part: Firm 2 is the mine: assets as collateral.

Upside: Creditor gets interest + principal.Down side: if the firms goes bankrupt you get the collateral. Creditors: unlike holder, creditor get small upside (capped) and a longer share of the downside.

 

 

MedTech Innovations Now and Beyond

Artificial Intelligence Meets Radiology

Artificial Narrow Intelligence is becoming a thing of its own with natural language processing also emerging as tools in healthcare. While IBM Watson is largely a marketing property, other healthcare giants are putting a real stake in AI. And coming up with semi-workable technologies. Note that AI is plateauing at the moment. Some sunspots include a company called Arterys which has developed a deep learning algo for radiology. Knowing folks in the radiology field myself, I would say that this could augment their scale-ability IF they as radiologists embrace and trust the algo to search effective. There will be push back of course, especially if the technology is cumbersome, requires a login, has a poor quality interface, the usual guaranteed problems. The iPad of the 90s WAS the PalmPilot so execution is essential for Arterys.

Cyber Pills Make the Fantastic Voyage

Nanotechnology is allowing for digestable computers to enter the body orally. The US Food and Drug Administration has approved the very first pill of this kind last year. The pill is called Abilify MyCite joining the ranks of pills with totally goofy pharma names. How about Track-O-Matic. Hmmm, maybe not… This pill has sensors that communicate with a wearable patch to confirm that the drug in the pill has been taken. That information is relayed to a smartphone for the forgetful patient or the family or team of clinicians taking care of the patient. In the event of a court order for, say, a man who is required to take medication as part of his or her sentencing, this sensor in a pill might come in handy. 

Medical ChatBots Are A Thing, Sort Of

AI chatbots like in the struggling Kik App are pretty terrible at the moment. In the next 5 years there might be more messaging capability but I would not recommend talking with a chatbot about your feelings just yet. The benefits of an effective chatbot with Artificial Narrow Intelligence is to engage people in need of a human therapist and can direct them accordingly. A company called Ada Health is providing this service in Europe as of 2017. It’s been tested by over 1.75 million people. Meanwhile in the UK, the National Health Service is using a chatbot app for providing medical advice thus drawing down the on call nurses. However, I can tell you that having a conversation with a real nurse over the phone when you’re having an asthma attack is the only way to go because they know which hospital to go to and can give you medically sound advice…expensive but valuable.

Virtual Reality in Health Care

Playing video games is one way to distract people from pain. It’s especially potent if the patient has never played a video game before. Cue the VR helmet and you have a great distraction. Of course, there are elderTech folks developing the sounds and environments of your grandparents youth: dust bowl, anyone? While there are over 100 million sufferers of chronic pain in the US and Oxycondin has terrible side-effects (and is a scourge on society), VR and video games have mild side-effects like the feeling that you want to crash your actual car after playing Grand Theft Auto for 5 hours straight. Look to see this technology applied more widely.

Roche and the Acquisitions of mySugr

mySugr is a diabetes management startup from the Alps (Austrian-side). They have already registered patients from all over the world. The acquisition was around $100 according to TechCrunch. The good news is that mySugr is now embedded in Roche giving that pharmaceutical giant a new competitive edge. Other pharmaceuticals will follow suit. Meanwhile competitors like Livongo and Glooko are likely to be emboldened to cash out at a higher price point. This tactic is a classic in pharma: buy instead of build. It’s not hard to predict that more such acquisitions will happen in 2018.

CRISPR and Gene-Editing Is Not a Fad

In 2016, experiments were conducted to demonstrate how to treat mice with muscular dystrophy using CRISPR techniques. Genome editing is a thing and probably is a path to curing cancer in my opinion. MIT is leading the way. Could this technology be used to manage potential mutations of fatal blood disorders through something called base editing? Yep. Meanwhile, China is also pushing forward on human testing with this technology in part due to less ethical approach to science. How do you feel about that?

Insurance companies want to give you better rates for wearing fitness wearables

Qualcomm and Xiaomi + other smartphone providers are signing up participants with a price of $1000 if the user meets their daily walking goals. Imagine being paid to be healthy? I wonder if there is a business model there? Certainly, I would like a tax deduction for my gym membership and a free pizza to balance the health benefits while I’m at it (kidding;-P) But seriously, instead of Stickk.com where you punish yourself for not meeting your target, how about a pool of funds to pay out to citizens who meet their person targets? Make the target hard to game of course. Insurance companies are all over this predictably, largely because, it’s not that interesting outside of the financial team in these firms. Make insurance marketing the greatest it always wasn’t:-)

 

China and Mobile Payments from the Wall Street Journal

The WeChat App is the one app that rules all interactions in China with Alipay increasingly falling behind. North Americans are afraid of bundled information. Everyone in China is purchasing with their information bundled for commercial interest and as well as the State. What is clear is that China is ahead of the Western world in mobile technology but then again so is Africa….