Wednesday, 7 December 2011

Characteristics of Young Companies and their Value Drivers


Characteristics of young companies

            Young companies are diverse, but they share some common characteristics. In this section, we will consider these shared attributes, with an eye on the valuation problems/issues that they create.
1.     No history: At the risk of stating the obvious, young companies have very limited histories. Many of them have only one or two years of data available on operations and financing and some have financials for only a portion of a year, for instance.
2.     Small or no revenues, operating losses: The limited history that is available for young companies is rendered even less useful by the fact that there is little operating detail in them. Revenues are small or non-existent for idea companies and the expenses often are associated with getting the business established, rather than generating revenues. In combination, they result in significant operating losses.
3.     Dependent on private equity: While there are a few exceptions, young businesses are dependent upon equity from private sources, rather than public markets. At the earlier stages, the equity is provided almost entirely by the founder (and friends and family). As the promise of future success increases, and with it the need for more capital, venture capitalists become a source of equity capital, in return for a share of the ownership in the firm.
4.     Many don't survive: Most young companies don't survive the test of commercial success and fail. There are several studies that back up this statement, though they vary in the failure rates that they find. A study of 5196 start-ups in Australia found that the annual failure rate was in excess of 9% and that 64% of the businesses failed in a 10-year period.  Knaupand Piazza (2005,2008) used data from the Bureau of Labor Statistics Quarterly Census of Employment and Wages (QCEW) to compute survival statistics across firms.  This census contains information on more than 8.9 million U.S. businesses in both the public and private sector. Using a seven-year database from 1998 to 2005, the authors concluded that only 44% of all businesses that were founded in 1998 survived at least 4 years and only 31% made it through all seven years. In addition, they categorized firms into ten sectors and estimated survival rates for each one. Table 9.1 presents their findings on the proportion of firms that made it through each year for each sector and for the entire sample:
Table 9.1: Survival of new establishments founded in 1998

Proportion of firms that were started in 1998 that survived through

Year 1
Year 2
Year 3
Year 4
Year 5
Year 6
Year 7
Natural resources
82.33%
69.54%
59.41%
49.56%
43.43%
39.96%
36.68%
Construction
80.69%
65.73%
53.56%
42.59%
36.96%
33.36%
29.96%
Manufacturing
84.19%
68.67%
56.98%
47.41%
40.88%
37.03%
33.91%
Transportation
82.58%
66.82%
54.70%
44.68%
38.21%
34.12%
31.02%
Information
80.75%
62.85%
49.49%
37.70%
31.24%
28.29%
24.78%
Financial activities
84.09%
69.57%
58.56%
49.24%
43.93%
40.34%
36.90%
Business services
82.32%
66.82%
55.13%
44.28%
38.11%
34.46%
31.08%
Health services
85.59%
72.83%
63.73%
55.37%
50.09%
46.47%
43.71%
Leisure
81.15%
64.99%
53.61%
43.76%
38.11%
34.54%
31.40%
Other services
80.72%
64.81%
53.32%
43.88%
37.05%
32.33%
28.77%
All firms
81.24%
65.77%
54.29%
44.36%
38.29%
34.44%
31.18%
Note that survival rates vary across sectors, with only 25% of firms in the information sector (which includes technology) surviving 7 years, whereas almost 44% of health service businesses make it through that period.
5.     Multiple claims on equity: The repeated forays made by young companies to raise equity does expose equity investors, who invested earlier in the process, to the possibility that their value can be reduced by deals offered to subsequent equity investors. To protect their interests, equity investors in young companies often demand and get protection against this eventuality in the form of first claims on cash flows from operations and in liquidation and with control or veto rights, allowing them to have a say in the firm's actions. As a result, different equity claims in a young company can vary on many dimensions that can affect their value.
6.     Investments are illiquid: Since equity investments in young firms tend to be privately held and in non-standardized units, they are also much more illiquid than investments in their publicly traded counterparts.


Young growth companies – Value Drivers

Revenue Growth

For a young, growth company to become valuable, small revenues have to become big revenues. To make judgments on revenue growth in the future, we have to assess two variables:
a.     Potential market for the product/service:  The first step in deriving the revenues for the firm is estimating the total potential market for its products and services. There are two challenges we face at this juncture.
                                               i.     Defining the product/service offered by the firm: If the product or service offered by the firm is defined narrowly, the potential market will be circumscribed by that definition and will be smaller. If we use a broader definition, the market will expand to fit that definition. For example, defining Amazon.com as a book retailer, which is what it was in 1998, would have yielded a total market of less than $ 10 billion in that year, representing total book retailing sales in 1998. Categorizing Amazon.com as a general retailer would have yielded a much larger potential market. While that might have been difficult to defend in 1998, it did become more plausible as Amazon expanded its offerings in 1999 and 2000.
                                              ii.     Estimating the market size: Having defined the market, we face the challenge of estimating the size of that market. For a product or service that is entering an established market, the best sources of data tend to be trade publications and professional forecasting services. Almost every business has a trade group that tracks the operating details of that business; there are almost 7600 trade groups just in the United States, tracking everything from aerospace to telecom.  In many businesses, there are firms that specialize in collecting information about the businesses for commercial and consulting purposes. For instance, the Gartner Group collects and provides data on different types of information technology business, including software.
                                            iii.     Evolution in total market over time: Since we have to forecast revenues into the future, it would be useful to get a sense of how the total market is expected to change or grow over time. This information is usually also usually available from the same sources that provide the numbers for the current market size.
b.     Market share: Once we have a sense of the overall market size and how it will changeover time, we have to estimate the share of that market that will be captured by the firm being analyzed, both in the long term and in the time periods leading up to steady state. Clearly, these estimates will depend both on the quality of the product or service that is being offered and how well it measures up against the competition. A useful exercise in estimation is to list the largest players in the targeted market currently and to visualize where the firm being valued will end up, once it has an established market. However, there are two other variables that have to be concurrently considered. One is the capacity of the management of the young company to deliver on its promises; many entrepreneurs have brilliant ideas but do not have the management and business skills to take it to commercial fruition. That is part of the reason that venture capitalists look for entrepreneurs who have had a track record of success in the past. The other is the resources that the young company can draw on to get its product/service to the desired market share.  Optimistic forecasts for market share have to be coupled with large investments in both capacity and marketing; products usually don't produce and sell themselves.

Target Operating Margin

Revenues may be the top line but as investors, but a firm can have value only if it ultimately delivers earnings. Consequently, the next step is estimating the operating expenses associated with the estimated revenues. We are stymied in this process, with young companies, both by the absence of history and the fact that these firms usually have very large operating losses at the time of the estimate. Again, we would separate the estimation process into two parts. In the first part, we would focus on estimating the operating margin in steady state, primarily by looking at more established companies in the business. Once we have the target margin, we can then look at how we expect the margin to evolve over time; this 'pathway to profitability' can be rockier for some firms than others, with fixed costs and competition playing significant roles in the estimation. One final issue that has to be confronted at this stage is the level of detail that we want to build into our forecasts. In other words, should we just estimate the operating margin and profit or should we try to forecast individual operating expense items  such as labor, materials, selling and advertising expenses? As a general rule, the level of detail should decrease as we become more uncertain about a firm's future. While this may seem counter intuitive, detail in forecasts leads to better estimates of value, if an only if we bring some information into that detail that otherwise would be missed. An analyst who has a tough time forecasting revenues in year 1 really is in no position to estimate labor or advertising costs in year 5 and should not even try. In valuing young companies, less (detail) is often more (precision).

Survival

Many young firms succumb to the competitive pressures of the market place and don't make it. The probability of failure can be assessed in one of three ways.
c.      Sector averages: Earlier in the chapter we noted a study by Knaup and Piazza (2007) that used data from the Bureau of Labor Statistics to estimate the probability of survival for firms in different sectors from 1998 to 2005. We could use the sector averages from this study as the probability of survival for individual firms in the sector.
d.     Probits: A more sophisticated way to estimate the probability of failure is to look at firms that have succeeded and failed over a time period (say, the last 10 years) and to then try to build a model that can predict the probability of a firm failing as a function of firm specific characteristics – the cash holdings of the firm, the age and history of its founders, the business it is in and the debt that it owes.
e.     Simulations: In chapter 3, we noted that simulations can be put to good use, when confronted with uncertainty. If we can specify probability distributions (rather than just expected values) for revenues, margins and costs, we may be able to specify the conditions under which the firm will face failure (costs exceed revenues by more than 30% and debt payments coming due, for example) and estimate the probability of failure.


The Little Book of Valuation
Aswath Damodaran












Characteristics of Growth Companies and their Value Drivers


Characteristics of growth companies

            Growth companies are diverse in size, growth prospects and can be spread out over very different businesses but they share some common characteristics that make an impact on how we value them. In this section, we will look at some of these shared features:
  1. Dynamic financials: Much of the information that we use to value companies comes from their financial statements (income statements, balance sheets and statements of cash flows). One feature shared by growth companies is that the numbers in these statements are in a state of flux. Not only can the numbers for the latest year be very different from numbers in the prior year, but can change dramatically even over shorter time periods. For many smaller, high growth firms, for instance, the revenues and earnings from the most recent four quarters can be dramatically different from the revenues and earnings in the most recent fiscal year (which may have ended only a few months ago).
  2. Private and Public Equity: It is accepted as conventional wisdom that the natural path for a young company that succeeds at the earliest stages is to go public and tap capital markets for new funds. There are three reasons why this transition is neither as orderly nor as predictable in practice. The first is that the private to public transition will vary across different economies, depending upon both institutional considerations and the development of capital markets. Historically, growth companies in the United States have entered public markets earlier in the life cycle than growth companies in Europe, partly because this is the preferred exit path for many venture capitalists in the US. The second is that even within any given market, access to capital markets for new companies can vary across time, as markets ebb and flow. In the United States, for instance, initial public offerings increase in buoyant markets and drop in depressed markets; during the market collapse in the last quarter of 2008, initial public offerings came to a standstill. The third is that the pathway to going public varies across sectors, with companies in some sectors like technology and biotechnology getting access to public markets much earlier in the life cycle than firms in other sectors such as manufacturing or retailing. The net effect is that the growth companies that we cover in chapter will draw on a mix of private equity (venture capital) and public equity for their equity capital. Put another way, some growth companies will be private businesses and some will be publicly traded; many of the latter group will still have venture capitalists and founders as large holders of equity.
  3. Size disconnect: The contrast we drew in chapter 1 between accounting and financial balance sheets, with the former focused primarily on existing investments and the latter incorporating growth assets into the mix is stark in growth companies. The market values of these companies, if they are publicly traded, are often much higher than the accounting (or book) values, since the former incorporate the value of growth assets and the latter often do not. In addition, the market values can seem discordant with the operating numbers for the firm – revenues and earnings. Many growth firms that have market values in the hundreds of millions or even in the billions can have small revenues and negative earnings. Again, the reason lies in the fact that the operating numbers reflect the existing investments of the firm and these investments may represent a very small portion of the overall value of the firm.
  4. Use of debt: While the usage of debt can vary across sectors, the growth firms in any business will tend to carry less debt, relative to their value (intrinsic or market), than more stable firms in the same business, simply because they do not have the cash flows from existing assets to support more debt. In some sectors, such as technology, even more mature growth firms with large positive earnings and cash flows are reluctant to borrow money. In other sectors, such as telecommunications, where debt is a preferred financing mode, growth companies will generally have lower debt ratios than mature companies.
  5. Market history is short and shifting: We are dependent upon market price inputs for several key components of valuation and especially so for estimating risk parameters (such as betas). Even if growth companies are publicly traded, they tend to have short and shifting histories. For example, an analyst looking at Google in early 2009 would have been able to draw on about 4 years of market history (a short period) but even those 4 years of data may not be particularly useful or relevant because the company changed dramatically over that period – from revenues in millions to revenues in billions, operating losses to operating profits and from a small market capitalization to a large one. 
While the degree to which these factors affect growth firms can vary across firms, they are prevalent in almost every growth firm.


Growth companies- Value Drivers

Scalable growth

The question of how quickly revenue growth rates will decline at a given company can generally be addressed by looking at the company's specifics – the size of the overall market for its products and services, the strength of the competition and quality of both its products and management.  Companies in larger markets with less aggressive competition (or protection from competition) and better management can maintain high revenue growth rates for longer periods.
            There are a few tools that we can use to assess whether the assumptions we are making about revenue growth rates in the future, for an individual company, are reasonable:
1.     Absolute revenue changes: One simple test is to compute the absolute change in revenues each period, rather than to trust the percentage growth rate. Even experienced analysts often under estimate the compounding effect of growth and how much revenues can balloon out over time with high growth rates. Computing the absolute change in revenues, given a growth rate in revenues, can be a sobering antidote to irrational exuberance when it comes to growth.
2.     Past history: Looking at past revenue growth rates for the firm in question should give us a sense of how growth rates have changed as the company size changed in the past. To those who are mathematically inclined, there are clues in the relationship that can be used for forecasting future growth.
3.     Sector data: The final tool is to look at revenue growth rates of more mature firms in the business, to get a sense of what a reasonable growth rate will be as the firm becomes larger.
In summary, expected revenue growth rates will tend to drop over time for all growth companies but the pace of the drop off will vary across companies.

Sustainable margins

To get from revenues to operating income, we need operating margins over time. The easiest and most convenient scenario is the one where the current margins of the firm being valued are sustainable and can be used as the expected margins over time. In fact, if this is the case, we can dispense with forecasting revenue growth and instead focus on operating income growth, since the two will be the equivalent. In most growth firms, though, it is more likely that the current margin is likely to change over time.
            Let us start with the most likely case first, which is that the current margin is either negative or too low, relative to the sustainable long-term margin. There are three reasons why this can happen. One is that the firm has up-front fixed costs that have to be incurred in the initial phases of growth, with the payoff in terms of revenue and growth in later periods. This is often the case with infrastructure companies such as energy, telecommunications and cable firms. The second is the mingling of expenses incurred to generate growth with operating expenses; we noted earlier that selling expenses at growth firms are often directed towards future growth rather than current sales but are included with other operating expenses. As the firm matures, this problem will get smaller, leading to higher margins and profits. The third is that there might be a lag between expenses being incurred and revenues being generated; if the expenses incurred this year are directed towards much higher revenues in 3 years, earnings and margins will be low today.
            The other possibility, where the current margin is too high and will decrease over time, is less likely but can occur, especially with growth companies that have a niche product in a small market. In fact, the market may be too small to attract the attention of larger, better-capitalized competitors, thus allowing the firms to operate under the radar for the moment, charging high prices to a captive market. As the firm grows, this will change and margins will decrease. In other cases, the high margins may come from owning a patent or other legal protection against competitors, and as this protection lapses, margins will decrease. 
            In both of the latter two scenarios – low margins converging to a higher value or high margins dropping back to more sustainable levels – we have to make judgment calls on what the target margin should be and how the current margin will change over time towards this target. The answer to the first question can be usually be found by looking at both the average operating margin for the industry in which the firm operates and the margins commanded by larger, more stable firms in that industry. The answer to the second will depend upon the reason for the divergence between the current and the target margin. With infrastructure companies, for instance, it will reflect how long it will take for the investment to be operational and capacity to be fully utilized.

Quality Growth

A constant theme in valuation is the insistence that growth is not free and that firms will have to reinvest to grow. To estimate reinvestment for a growth firm, we will follow one of three paths, depending largely upon the characteristics of the firm in question:
1.     For growth firms earlier in the life cycle, we will adopt the same roadmap we used for young growth companies, where we estimated reinvestment based upon the change in revenues and the sales to capital ratio.
Reinvestmentt = Change in revenuest/ (Sales/Capital)
The sales to capital ratio can be estimated using the company's data (and it will be more stable than the net capital expenditure or working capital numbers) and the sector averages. Thus, assuming a sales to capital ratio of 2.5, in conjunction with a revenue increase of $ 250 million will result in reinvestment of $ 100 million.  We can build in lags between the reinvestment and revenue change into the computation, by using revenues in a future period to estimate reinvestment in the current one.
2.     With a growth firm that has a more established track record of earnings and reinvestment, we can use the relationship between fundamentals and growth rates that we laid out in chapter 2:
Expected growth rate in operating income = Return on Capital * Reinvestment Rate + Efficiency growth (as a result of changing return on capital)
In the unusual case where margins and returns and capital have settled into sustainable levels, the second term will drop out of the equation.
3.     Growth firms that have already invested in capacity for future years are in the unusual position of being able to grow with little or no reinvestment for the near term. For these firms, we can forecast capacity usage to determine how long the investment holiday will last and when the firm will have to reinvest again. During the investment holiday, reinvestment can be minimal or even zero, accompanied by healthy growth in revenues and operating income.
With all three classes of firms, though, the leeway that we have in estimating reinvestment needs during the high growth phase should disappear, once the firm has reached its mature phase. The reinvestment in the mature phase should hew strictly to fundamentals:
Reinvestment rate in mature phase = 
In fact, even in cases where reinvestment is estimated independently of the operating income during the growth period, and without recourse to the return on capital, we should keep track of the imputed return on capital (based on our forecasts of operating income and capital invested) to ensure that it stays within reasonable bounds.

The Little Book of Valuation
Aswath Damodaran