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IV
ANNEXES
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Annex A
"Public Venture Capital":
Rationales and Evaluation
Joshua L`erner*
Within the past few years, public efforts to finance small high-technology firms
have proliferated. This article reviews the motivations for and the assessment of
these efforts. It explores the underlying challenges that the financing of young
growth firms poses, the ways that specialized financial intermediaries address
them, and the rationales for public efforts to finance these companies. The final
section raises a set of questions about the assessment of these efforts.
INTRODUCTION
The federal government has played an active role in financing new firms,
particularly in high-technology industries, since the Soviet Union's launch of the
Sputnik satellite. In recent years, European and Asian nations and many U.S.
states have adopted similar initiatives. While these programs' precise structures
have differed, the efforts have been predicated on two shared assumptions: (i)
that the private sector provides insufficient capital to new firms, and (ii) that the
government either can identify investments which will ultimately yield high so
*Harvard University and National Bureau of Economic Research. This is based on comments at
the "Symposium on the SBIR Program" at the National Academy of Sciences, as well as on conver-
sations with Zoltan Acs, Ken Flamm, Paul Gompers, Adam Jaffe, Bill Sahlman, Greg Udell, and
Chuck Wessner. Parts of this article are adapted from Lerner [1996] and Lerner [1998]. Financial
support was provided by Harvard Business School's Division of Research. All errors are my own.
115
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THE SMALL BUSINESS INNOVATION AND RESEARCH PROGRAM
cial and/or private returns or can encourage effective financial intermediaries.)
In contrast to many forms of government intervention designed to boost eco-
nomic growth, such as privatization programs, these claims have received little
scrutiny by economists.
The neglect of these questions is unfortunate. While the sums of money
involved are modest relative to public expenditures on defense procurement or
retiree benefits, these programs are very substantial when compared to contem-
poraneous private investments in new firms. Several examples, documented in
Gompers and Lerner [1998bi, underscore this point:
· the Small Business Investment Company (SBIC) program led to the pro-
vision of more than $3 billion to young firms between 1958 and 1969, more than
three times the total private venture capital investment during these years (Noone
and Rubel [19701~.
· in 1995, the sum of the equity financing provided through and guaranteed
by public small business financing programs was $2.4 billion, more than 60% of
the amount disbursed by traditional venture funds in that year. Perhaps more
significantly, the bulk of the public funds went to early-stage firms, which in the
past decade had accounted for only about 30% of the disbursements by indepen-
dent venture capital funds (Venture Economics [19961~.
· some of America's most dynamic technology companies received support
through the SBIC and Small Business Innovation Research (SBIR) programs
while still privately held entities, including Apple Computer, Chiron, Compaq,
and Intel.
· public venture capital programs have also had a significant impact over-
seas: e.g., Germany has created about 800 federal and state government financing
programs for new firms over the past two decades, which provide the bulk of the
financing for technology-intensive start-ups (Organization for Economic Coop-
eration and Development ~ 1995 ~ ).
Government programs in this arena have been divided between those efforts that
directly fund entrepreneurial firms and those that encourage or subsidize the
development of outside investors.
While these efforts have proliferated, a consensus as to how to evaluate these
programs remains elusive. The gap between the approaches employed by aca-
demics and practitioners is substantial. Furthermore, there is a lack of consensus
among economists as to what the proper approaches are.
~ It is striking to note the similar emphasis on these rationales in, for instance, the statement of
Senator John Sparkman [1958] upon the passage of the Small Business Investment Act and the recent
testimony of Dr. Mary Good, Under Secretary for Technology at the U.S. Department of Commerce
[1995]. The rationales for such programs are discussed in depth in U.S. Congressional Budget Office
[1985].
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ANNEX A
117
This article will provide an overview of the motivations for these efforts to
encourage individual investors. In Section 2, the underlying challenges that the
financing of young growth firms poses are discussed, as well as the ways that
specialized financial intermediaries address them. The rationales for public pro-
grams are explored in Section 3. Section 4 concludes the paper and raises a set of
questions about the assessment of these efforts.
VENTURE CAPITALISTS AND THE FINANCING CHALLENGE
The initial reaction of a financial economist to the argument that the govern-
ment needs to invest in young firms is likely to be skepticism. A lengthy litera-
ture has highlighted the role of financial intermediaries in alleviating moral haz-
ard and information asymmetries.2 Young high-technology firms are often
characterized by considerable uncertainty and informational asymmetries, which
permit opportunistic behavior by entrepreneurs. Why one would want to encour-
age public officials instead of specialized financial intermediaries (venture capi-
tal organizations) as a source of capital in this setting is not immediately obvious.
The Challenge of Financing Young High-Technology Firms
To briefly review the types of conflicts that can emerge in these settings,
Jensen and Meckling [19761 demonstrate that agency conflicts between manag-
ers and investors can affect the willingness of both debt and equity holders to
provide capital. If the firm raises equity from outside investors, the manager has
an incentive to engage in wasteful expenditures (e.g., lavish offices) because he
does not bear their entire cost. Similarly, if the firm raises debt, the manager may
increase risk to undesirable levels. Because providers of capital recognize these
problems, outside investors demand a higher rate of return than would be the case
if the funds were internally generated.
Even if the manager is motivated to maximize shareholder value, informa-
tional asymmetries may make raising external capital more expensive or even
preclude it entirely. Myers and Majluf [19841 and Greenwald, Stiglitz, and Weiss
[19841 demonstrate that equity offerings of firms may be associated with a
"lemons" problem (first identified by Akerlof [19701~. If the manager is better
informed about the investment opportunities of their firms than the investors and
2 Editors Note: Moral hazard refers to inefficient behavior by one actor in a transaction brought on
by differences in information available to parties in the transaction. A classic example is insurance.
An individual who purchases insurance has an incentive to engage in risky behavior, because insur-
ance will compensate for negative consequences of the behavior. The insurance company might
address the problem by collecting information and closely monitoring the individual. However, it is
likely to be costly, and in some cases impossible, to collect sufficient information to adequately
monitor the individual's behavior. See Dennis Carlton and Jeffrey Perloff, Industrial Organization,
New York: Prentice, 1992, pp. 716-717.
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THE SMALL BUSINESS INNOVATION AND RESEARCH PROGRAM
acts in the interest of current shareholders, then the manager issues new shares
only when the company's stock is overvalued. Indeed, numerous studies have
documented that stock prices decline upon the announcement of equity issues,
largely because of the negative signal sent to the market.
These information problems have also been shown to exist in debt markets.
Stiglitz and Weiss [19811 show that if banks find it difficult to discriminate among
companies, raising interest rates can have perverse selection effects. In particu-
lar, the high interest rates discourage all but the highest-risk borrowers, so the
quality of the loan pool declines markedly. To address this problem, banks may
restrict the amount of lending rather than increasing interest rates.
These problems in the debt and equity markets are a consequence of the
information gaps between the entrepreneurs and investors. If the information
asymmetries could be eliminated, financing constraints would disappear. Finan-
cial economists argue that specialized financial intermediaries can address these
problems. By intensively scrutinizing firms before providing capital and then
monitoring them afterwards, they can alleviate some of the information gaps and
reduce capital constraints.
Responses by Venture Capitalists
The financial intermediary that specializes in funding young high-technol-
ogy firms is the venture capital organization. The first modern venture capital
firm, American Research and Development (ARD), was formed in 1946 by MIT
President Karl Compton, Harvard Business School Professor Georges F. Doriot,
and local business leaders. A small group of venture capitalists made high-risk
investments in emerging companies that were formed to commercialize technol-
ogy developed for World War II. The success of the investments ranged widely:
almost half of ARD' s profits during its 26-year existence as an independent entity
came from its $70,000 investment in Digital Equipment Company (DEC) in 1957,
which grew in value to $355 million. Because institutional investors were reluc-
tant to invest, ARD was structured as a publicly traded closed-end fund and mar-
keted mostly to individuals (Liles [19771~. The few other venture organizations
begun in the decade after ARD's formation were also structured as closed-end
funds.
The first venture capital limited partnership, Draper, Gaither, and Anderson,
was formed in 1958. Imitators soon followed, but limited partnerships accounted
for a minority of the venture pool during the 1960s and 1970s. Most venture
organizations raised money either through closed-end funds or small business
investment companies (SBICs), federally guaranteed risk capital pools that pro-
liferated during the 1960s. While investor demand for SBICs in the late 1960s
and early 1970s was strong, incentive problems ultimately led to the collapse of
the sector. The annual flow of money into venture capital during its first three
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ANNEX A
119
decades never exceeded a few hundred million dollars and usually was substan-
tially less.
The activity in the venture industry increased dramatically in late 1970s and
early 1980s. Industry observers attributed much of the shift to the U.S. Depart-
ment of Labor's clarification of ERISA's "prudent man" rule in 1979. Prior to
that year, the Employee Retirement Income Security Act (ERISA) limited pen-
sion funds from investing substantial amounts of money in venture capital or
other high-risk asset classes. The Department of Labor's clarification of the rule
explicitly allowed pension managers to invest in high-risk assets, including ven-
ture capital. In 1978, when $424 million was invested in new venture capital
funds, individuals accounted for the largest share (32 percent). Pension funds
supplied just 15 percent. Eight years later, when more than $4 billion was raised,
pension funds accounted for more than half of all contributions. (These annual
commitments represent pledges of capital to venture funds raised in a given year.
This money is typically invested over three to five years starting in the year the
fund is formed.)
The subsequent years saw both very good and trying times for venture capi-
talists. On the one hand, venture capitalists have backed during the 1980s and
1990s many of the most successful high-technology companies, including Apple
Computer, Cisco Systems, Genentech, Netscape, and Sun Microsystems. A sub-
stantial number of service firms (including Staples, Starbucks, and TCBY) have
also received venture financing. At the same time, commitments to the venture
capital industry were very uneven. The annual flow of money into venture funds
increased by a factor of ten during the early 1980s, peaking at just under six
billion 1996 dollars. From 1987 through 1991, however, fund-raising steadily
declined. Over the past five years, the pattern has been reversed; 1997 repre-
sented a record fund-raising year, in which nearly $10 billion was raised by ven-
ture capitalists. This process of rapid growth and decline has created a great deal
of instability in the industry.
To address the information problems that preclude other investors in small
high-technology firms, the partners at venture capital organizations employ a va-
riety of mechanisms. First, business plans are intensively scrutinized: of those
firms that submit business plans to venture capital organizations, historically only
1% has been funded (Fenn, Liang, and Prowse [19951~. The decision to invest is
frequently made conditional on the identification of a syndication partner who
agrees that this is an attractive investment (Lerner [19941~. In exchange for their
capital, the venture capital investors demand preferred stock with numerous
restrictive covenants and representation on the board of directors.
Once the decision to invest is made, the venture capitalists frequently dis-
burse funds in stages. Managers of these venture-backed firms are forced to
return repeatedly to their financiers for additional capital in order to ensure that
the money is not squandered on unprofitable projects. In addition, venture capi-
talists intensively monitor managers, often contacting firms on a daily basis and
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THE SMALL BUSINESS INNOVATION AND RESEARCH PROGRAM
holding monthly board meetings during which extensive reviews of every aspect
of the firm are conducted. (Various aspects of the oversight role played by ven-
ture capitalists are documented in Gompers [1995i, Lerner [1995i, and Sahlman
[19901; the theoretical literature is reviewed in Barry [19941.)
It is important to note that, even with these many mechanisms, the most
likely primary outcome of a venture-backed investment is failure, or at best mod-
est success. Gompers [19951 documents that out of a sample of 794 venture
capital investments made over three decades, only 22.5% ultimately succeeded in
going public, the avenue through which venture capitalists typically exit their
successful investments. (A Venture Economics study [19881 finds that a $1 in-
vestment in a firm that goes public provides an average cash return to venture
capitalists of $1.95 in excess of the initial investment, with an average holding
period of 4.2 years. The next best alternative, a similar investment in an acquired
firm, yields a cash return of only 40 cents over a 3.7-year mean holding period.)
Similar results emerge from Huntsman and Hoban's [19801 analysis of the re-
turns from 110 investments by three venture capital organizations. About one in
six investments was a complete loss, while 45% were either losses or simply
broke even. The elimination of the top-performing 9% of the investments was
sufficient to turn a 19% gross rate of return into a negative return.
In short, the environment in which venture organizations operate is extremely
difficult. It is the mechanisms that are bundled with the venture capitalists' funds
that are critical in assuring that they receive a satisfactory return. These circum-
stances have led to venture capital organizations emerging as the dominant form
of equity financing for privately held technology-intensive businesses.3
RATIONALES FOR PUBLIC PROGRAMS
At the same time, there are reasons to believe that despite the presence of
venture capital funds, there still might be a role for public venture capital pro-
grams. In this section, I assess these claims. I highlight two arguments: that
public venture capital programs may play an important role by certifying firms to
outside investors, and that these programs may encourage technological
spillovers.
The Certification Hypothesis
A growing body of empirical research suggests that new firms, especially
technology-intensive ones, may receive insufficient capital due to the informa
3 While evidence regarding the financing of these firms is imprecise, Freear and Wetzel's [1990]
survey suggests that venture capital accounts for about two-thirds of the external equity financing
raised by privately held technology-intensive businesses from private-sector sources.
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121
lion problems discussed in the previous section.4 If public venture capital awards
could certify that firms are of high quality, these information problems could be
overcome and investors could confidently invest in these firms.
As discussed above, venture capitalists specialize in financing these types of
firms. They address these information problems through a variety of mecha-
nisms. Many of the studies that document capital-raising problems examine firms
during the 1970s and early 1980s, when the venture capital pool was relatively
modest in size. Since the pool of venture capital funds has grown dramatically in
recent years (Gompers and Lerner [1996, 1998b]), even if small high-technology
firms had numerous value-creating projects that they could not finance in the
past, one might argue that it is not clear this problem remains today.
A response to this argument emphasizes the limitations of the venture capital
industry. Venture capitalists back only a tiny fraction of the technology-oriented
businesses begun each year. In 1996, a record year for venture disbursements,
628 companies received venture financing for the first time (VentureOne [19971~;
to put this in perspective, the Small Business Administration estimates that in
recent years close to one million businesses have been started annually. Further-
more, these funds have been very concentrated: 49% of venture funding in 1996
went to companies based in either California or Massachusetts, and 82% went to
firms specializing in information technology and the life sciences (VentureOne
[19971~.
It is not clear, however, what lessons to draw from these funding patterns.
Concentrating investments in such a manner may well be an appropriate response
to the nature of opportunities. Consider, for instance, the geographic concentra-
tion of awards. Recent models of economic growth building on earlier works
by economic geographers have emphasized powerful reasons why successful
high-technology firms may be very concentrated. The literature highlights several
factors that lead similar firms to cluster in particular regions, including knowledge
spillovers, specialized labor markets, and the presence of critical intermediate
goods producers.5 Case studies of the development of high-technology regions
(e.g., Saxenian [19941) have emphasized the importance of such intermediaries
as venture capitalists, lawyers, and accountants in facilitating this clustering.
A related argument for public investments is that the structure of venture
investments may make them inappropriate for many young firms. Venture funds
tend to make quite substantial investments, even in young firms; the mean ven-
ture investment in a start-up or early-stage business between 1961 and 1992
(expressed in 1996 dollars) was $2.0 million (Gompers [19951~. The substantial
4 The literature on capital constraints (reviewed in Hubbard [1998]) documents that an inability to
obtain external financing limits many forms of business investment. Particularly relevant are works
by Hall [1992], Hao and Jaffe [1993], and Himmelberg and Petersen [1994]. These show that capital
constraints appear to limit research-and-development expenditures, especially in smaller firms.
5 The theoretical rationales for such effects are summarized in Krugman [1991].
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THE SMALL BUSINESS INNOVATION AND RESEARCH PROGRAM
size of these investments may be partially a consequence of the demands of insti-
tutional investors. The typical venture organization raises a fund (structured as a
limited partnership) every few years. Because investments in partnerships are
often time-consuming to negotiate and monitor, institutions (limited partners)
prefer making relatively large investments in venture funds, typically $10 million
or more. Furthermore, governance and regulatory considerations lead institu-
tions to limit the share of any fund that any one limited partner holds.6 As a
consequence, venture organizations typically raise substantial funds of $100 mil-
lion or more. Because each firm in his portfolio must be closely scrutinized, the
typical venture capitalist is typically responsible for no more than a dozen invest-
ments. Venture organizations are consequently unwilling to invest in very young
firms that require only small capital infusions.7
This problem may be increasing in severity with the growth of the venture
industry, as discussed above. As the number of dollars per venture fund and
dollars per venture partner have grown, so too has the size of venture invest-
ments. For instance, the mean financing round for a start-up firm has climbed (in
1996 dollars) from $1.6 million in 1991 to $3.2 million in 1996 (VentureOne
[19971~.
Again, it is not clear what lessons to draw from these financing patterns.
Venture capitalists may have eschewed small investments because they were sim-
ply not profitable, because of either the high costs associated with these trans-
actions or the poor prospects of the thinly capitalized firms.8 Encouraging public
investments in small firms may be counter-productive and socially wasteful if the
financial returns are unsatisfactory and the companies financed are not viable.
Support for these claims is found in recent work on the long-run performance
of initial public offerings (IPOs). Brav and Gompers [19971 show that IPOs that
had previously received equity financing from venture capitalists outperform
other offerings. These findings underscore concerns about policies which seek to
encourage public investments in companies that are rejected by professional
investors.
Furthermore, it appears that there were in 1997 a number of financial innova-
tions to address the needs of early-stage entrepreneurs. These included the
6 The structure of venture partnerships is discussed at length in Gompers and Lerner [1996, 1998].
7 There are two primary reasons that venture funds do not simply hire more partners if they raise
additional capital. First, the supply of venture capitalists is quite inelastic. The effective oversight of
young companies requires highly specialized skills that can only be developed with years of experi-
ence. A second important factor is the economics of venture partnerships. The typical venture fund
receives a substantial share of its compensation from the annual fee, which is typically between 2%
and 3% of the capital under management. This motivates venture organizations to increase the capital
that each partner manages.
~ For a theoretical discussion of why poorly capitalized firms are less likely to be successful, see
Bolton and Scharfstein [1990].
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ANNEX A
123
creation of incubators and "entrepreneur-in-residence" programs by established
venture organizations such as Mayfield and Mohr Davidow. Other examples are
innovative efforts to direct the resources of individual investors to small venture
capital funds (an example is Next Generation Partners, a "fund-of-funds" for
wealthy families developed by FLAG Venture Partners). Finally, some institu-
tional investors are displaying an increased willingness to provide capital to first
time and seed venture funds. Thus, market forces may be addressing whatever
problem has existed.
The Presence of R&D Spillovers
A second rationale emerges from the literature on R&D spillovers. Public
finance theory emphasizes that subsidies are an appropriate response in the case
of activities that generate positive externalities. Such investments as R&D
expenditures and pollution control equipment purchases may have positive
spillovers that help other firms or society as a whole. Because the firms making
the investments are unlikely to capture all the benefits, public subsidies may be
appropriate.
An extensive literature (reviewed in Griliches [19921 and Jaffe [19961) has
documented the presence of R&D spillovers. These spillovers take several forms.
For instance, the rents associated with innovations may accrue to competitors
who rapidly introduce imitations, developers of complementary products, or to
the consumers of these products. Whatever the mechanism of the spillover, how-
ever, the consequence is the same: the firm invests below the social optimum in
R&D.
After reviewing a wide variety of studies, Griliches estimates that the gap
between the private and social rate of return is substantial: the gap is probably
equal to between 50% and 100% of the private rate of return. While few studies
have examined how these gaps vary with firm characteristics, a number of case-
based analyses (Jewkes et al. [1958i, Mansfield et al. [19771) suggest that
spillover problems are particularly severe among small firms. These organiza-
tions may be particularly unlikely to effectively defend their intellectual property
positions or to extract most of the rents in the product market.
Even if these problems are substantial, however, the government may not be
able to address them dispassionately. An extensive political economy and public
finance literature has emphasized the possible distortion that may result from
government subsidies as particular interest groups or politicians seek to direct
subsidies in a manner that benefits themselves. As articulated by Olson [19651
and Stigler [1971i, and formally modeled in works such as Peltzman [19761 and
Becker [1983i, the theory of regulatory capture suggests that direct and indirect
subsidies will be captured by parties whose joint political activity is not too diffi-
cult to arrange (i.e., when "free-riding" by coalition members is not too large a
problem).
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THE SMALL BUSINESS INNOVATION AND RESEARCH PROGRAM
These distortions may manifest themselves in several ways. One possibility
(discussed, for instance, in Eisinger [19881), is that firms may seek transfer pay-
ments that directly increase their profits. Politicians may acquiesce in such trans-
fers in the case of companies that are politically connected. A more subtle distor-
tion is discussed by Cohen and Noll [19911 and Wallsten [19961: officials may
seek to select firms based on their likely success, and fund them regardless of
whether the government funds are needed. In this case, they can claim credit for
the firms' ultimate success even if the marginal contribution of the public funds
was very low.
THE CHALLENGE OF EVALUATION
As public venture capital programs have increased in number, policymakers
and economists are increasingly grappling with the question of how to assess
these programs. Not only do substantial divisions exist between the approaches
employed by academics and practitioners, but there is little consensus within the
academic community itself about the best evaluation methodologies. In this final
section, I will review some of the most frequently encountered approaches and
discuss their strengths and limitations. I will discuss their implementation in the
context of the program that is the subject of this symposium, the Small Business
Innovation Research (SBIR) program.
The approaches most frequently employed by practitioners have the virtue of
being relatively straightforward to implement and communicate. One approach-
utilized by many agencies when examining their SBIR programs has been to
highlight successful firms.9 Another approach has been to survey firms that have
been funded under the SBIR program, asking such questions as whether the tech-
nologies funded were ever commercialized, the extent to which their develop-
ment would have occurred without the public award, and how firms assessed
their experiences with the program more generally.~°
These approaches have important limitations. First, many awarders may
have a stake in the programs that have funded them, and consequently feel in-
clined to give favorable answers (i.e., that they have received benefits from the
program and that commercialization would not have taken place without the
awards). This may be a particular problem in the case of the SBIR initiative,
since many small high-technology company executives have organized to lobby
for its renewal. Second, in other cases, the results may be biased the other way:
firms may be unwilling to acknowledge that they received important benefits
9 In the context of the SBIR program, see U.S. Small Business Administration [1994], and many
agency publications.
in Examples of evaluations of the SBIR program include Myers, Stern, and Rorke [1983], Price,
Waterhouse [1985], and U.S. General Accounting Office [1987, 1989, 1992].
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ANNEX A
125
from participating in public programs, lest they attract unwelcome attention. This
is especially likely to be a problem in the life sciences, since periodic press and
Congressional investigations have highlighted "give-aways" of research funded
by the National Institutes of Health to biotechnology and pharmaceutical compa-
nies. Third, in many cases, it may simply be very difficult to identify the mar-
ginal contribution of a public venture capital award, which may be one of many
sources of financing that a firm employed to develop a given technology. Fi-
nally, as argued by Wallsten [1996i, these evaluation criteria may have a distort-
ing effect on which firms are selected for participation in these programs, leading
to an emphasis on "safe" firms that would have succeeded anyway.
The approaches employed by academics have important limitations as well.
The most common approach is to examine in a regression framework the mar-
ginal impact of public funding on private research spending. Studies of federal
technology programs by academic economists, beginning with Levy and
Terleckyj [1983i, have tended to focus on the short-run effects of these efforts. In
particular, they often ask whether federal funds substitute for or stimulate private
R&D spending. In another application, Irwin and Klenow [19961 show that semi-
conductor manufacturers substantially reduced their own R&D spending while
participating in the Sematech consortium. In theory, these frameworks should be
applicable to the assessment of public venture capital programs. Indeed, Wallsten
[19961 shows that the subset of SBIR awarders that were publicly traded reduced
their own spending on R&D in the years immediately following the award.
However valuable a framework it may be when examining the macro-
economic impact of public expenditures, it is less clear that this econometric
approach is appropriate when assessing public efforts to assist small high-
technology firms. In many cases, small high-technology firms are organized
around one key scientist or engineer and his research laboratory or product devel-
opment team. It may not be possible to accelerate the project's progress by
"scaling up" the project through the addition of additional researchers or techni-
cians. It may well be rational for a firm not to increase its rate of spending, but
rather to use the funds to prolong the time before it needs to seek additional
capital. To interpret such a short-run reduction in other research spending as a
negative signal is very problematic.
A second academic approach is to examine the long-run impact of participa-
tion in public venture capital programs on the growth of the firms themselves,
relative to a matched set of firms. In this way, it is possible to assess whether
either superior firms were selected for the program or participation in the pro-
gram was associated with ultimate success, although disentangling the two effects,
as discussed below, is challenging. In the context of the SBIR program, Lerner
[19961 analyzes the growth of 1435 SBIR awarders and matching firms over a
ten-year period and documents that the awarders appear to have superior employ-
ment growth.
This approach also has some important limitations. Most fundamentally,
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THE SMALL BUSINESS INNOVATION AND RESEARCH PROGRAM
policymakers should seek to maximize social, not private, returns. If the growth
of the SBIR awarders is merely at the expense of their rivals, the impact of the
program on public welfare is likely to be minimal. Second, even the measures of
private benefits that can be employed are imperfect. Ideally, the increase in firm
value would be measured. Unfortunately, over 98% of the firms were privately
held at the time of their first SBIR award. Consequently, assessing the valuation
and profitability of these awards is very difficult. Thus, Lerner's examination is
confined to two measures that are only imperfectly corrrelated with firm value,
employment and sales. Finally, it is difficult to disentangle whether the superior
performance of the awarders is due to the selection of better firms or the positive
impact of the awards.
Thus, the evaluation of public venture capital programs remains a subject of
lively debate. The choice of appropriate valuation methodologies is likely to be
of considerable interest for both academics and practitioners in the years to come.
Efforts to encourage discussions of these issues between academics and practitio-
ners, such as the ongoing joint venture between the U.S. Department of
Commerce's Advanced Technology Program and the National Bureau of Eco-
nomic Research, should be encouraged. This type of healthy dialog should lead
to more effective programs.
REFERENCES
Akerlof, G.A., 1970, The market for 'lemons': Qualitative uncertainty and the market mechanism,
Quarterly Journal of Economics 84, 488-500.
Barry, C.B., 1994, New directions in research on venture capital finance, Financial Management 23
(Autumn), 3-15.
Becker, G.S., 1983, A theory of competition among pressure groups for political influence, Quarterly
Journal of Economics 98, 371-400.
taverner [1996] tries to address this issue in a supplemental analysis using the following argument:
firms whose key assets are intangible intellectual property are much harder for outside investors to
evaluate using traditional financial measures. If SBIR awards are certifying firm quality to outside
investors, then these signals may be particularly valuable in these industries. SBIR awards should
then be more strongly associated with firm growth in high-technology industries. An alternative
hypothesis is that Federal officials are selecting firms likely to grow rapidly, even without public
subsidies. A potential motive would be that politicians could claim credit for the firms' ultimate
success, even if the marginal contribution of the public funds was very low. Though the insights of
Federal officials may give them a greater insight relative to that of other investors (and thus make a
signal more valuable), it is by no means certain that it is easier to select successful firms in these
industries. Empirical studies suggest that predicting success is much more difficult in high-technol-
ogy industries. This suggests the reverse pattern: SBIR awards should be more correlated with firm
growth in low-technology industries. Consistent with the certification hypothesis, he finds that the
relationship between SBIR awards and growth is much stronger in high-technology industries.
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ANNEX A
127
Bolton, P., and D. Scharfstein, 1990, A theory of predation based on agency problems in financial
contracting, American Economic Review 80, 93-106.
Brav, A., and P.A. Gompers, 1997, Myth or reality?: Long-run underperformance of initial public
offerings; Evidence from venture capital and nonventure capital-backed IPOs, Journal of Fi-
nance, 52, 1791-1821.
Cohen, L.R., and R.G. Noll, editors, 1991, The technology pork barrel (Washington, Brookings In-
stitution).
Eisinger, P.K., 1988, The rise of the entrepreneurial state: State and local economic development
policy in the United States (Madison, University of Wisconsin Press).
Fenn, G.W., N. Liang, and S. Prowse, 1995, The economics of the private equity market (Washing-
ton, Board of Governors of the Federal Reserve System).
Freear, J., and W.E. Wetzel, Jr., 1990, Who bankrolls high-tech entrepreneurs?, Journal of Business
Venturing 5, 77-89.
Gompers, P.A., 1995, Optimal investment, monitoring, and the staging of venture capital, Journal of
Finance 50, 1461-1489.
Gompers, P.A., and Lerner, J., 1996, The use of covenants: An empirical analysis of venture partner-
ship agreements. Journal of Law and Economics 39, 463-498.
, and , 1998a, An analysis of compensation in the U.S. venture capital part-
nership, Journal of Financial Economics, forthcoming.
, and , 1998b, What drives venture capital fund-raising? (Unpublished work-
ing paper, Harvard University).
Good, M.L., 1995, Prepared testimony before the Senate Commerce, Science and Transportation
Committee, Subcommittee on Science, Technology and Space (Photocopy, U.S. Department of
Commerce).
Greenwald, B.C., J.E. Stiglitz, and A. Weiss, 1984, Information imperfections in the capital market
and macroeconomic fluctuations, American Economic Review Papers and Proceedings 74, 194-
199.
Griliches, Z., 1992, The search for R&D spillovers, Scandinavian Journal of Economics 94, S29-S47.
Hall, B.H., 1992, Investment and research and development: Does the source of financing matter?
(Working Paper No. 92-194, Department of Economics, University of California at Berkeley).
Hao, K.Y., and A.B. Jaffe, 1993, Effect of liquidity on firms' R&D spending, Economics of Innova-
tion and New Technology 2, 275-282.
Himmelberg, C.P., and B.C. Petersen, 1994, R&D and internal finance: A panel study of small firms
in high-tech industries, Review of Economics and Statistics 76, 38-51.
Hubbard, R.G., 1998, Capital-market imperfections and investment, Journal of Economic Literature,
36, 193-225.
Huntsman, B., and J.P. Hoban, Jr., 1980, Investment in new enterprise: Some empirical observations
on risk, return, and market structure, Financial Management 9 (Summer) 44-51.
Irwin, D.A., and P.J. Klenow, 1996, High tech R&D subsidies: Estimating the effects of Sematech,
Journal of International Economics 40, 323-344.
Jaffe, A.B., 1996, Economic analysis of research spillovers Implications for the Advanced Technol-
ogy Program (Washington, Advanced Technology Program, National Institute of Standards and
Technology, U.S. Department of Commerce).
Jensen, M.C., and W.H. Meckling, 1976, Theory of the firm: Managerial behavior, agency costs and
ownership structure, Journal of Financial Economics 3, 305-360.
Jewkes, J., D. Sawers, and R. Stillerman, 1958, The sources of invention (New York, St. Martin's
Press).
Krugman, P.R., 1991, Geography and trade (Cambridge, MIT Press).
Lerner, J., 1994, The syndication of venture capital investments, Financial Management 23 (Autumn)
16-27.
OCR for page 128
128
318.
THE SMALL BUSINESS INNOVATION AND RESEARCH PROGRAM
, 1995, Venture capital and the oversight of private firms, Journal of Finance 50, 301
1996, The government as venture capitalist: The long-run effects of the SBIR program
(Working paper no. 5753, National Bureau of Economic Research).
, 1998, Angel financing and public policy: An overview, Journal of Banking and Fi-
nance, 22 (August), 773-783.
Levy, D.M., and N. Terleckyj, 1983, Effects of government R&D on private R&D investment and
productivity: A macroeconomic analysis, Bell Journal of Economics 14, 551-561.
Liles, P., 1977, Sustaining the venture capital firm (Cambridge, Management Analysis Center).
Mansfield, E., J. Rapoport, A. Romeo, S. Wagner, and G. Beardsley, 1977, Social and private rates of
return from industrial innovations, Quarterly Journal of Economics 91, 221-240.
Myers, S.C., and N. Majluf, 1984, Corporate financing and investment decisions when firms have
information that investors do not have, Journal of Financial Economics 13, 187-221.
Myers, S., R.L. Stern, and M.L. Rorke, 1983, A study of the Small Business Innovation Research
program (Lake Forest, Illinois, Mohawk Research Corporation).
Noone, C.M., and S.M. Rubel, 1970, SBICs: Pioneers in organized venture capital (Chicago, Capital
Publishing Company,).
Olson, M., 1965, The logic of collective action (Cambridge, Harvard University Press).
Organisation for Economic Co-operation and Development, 1995, Venture capital in OECD countries
(Paris, Organisation for Economic Co-operation and Development).
Peltzman, S., 1976, Towards a more general theory of regulation, Journal of Law and Economics 19,
211-240.
Price, Waterhouse, 1985, Survey of small high-tech businesses shows Federal SBIR awards spurring
job growth, commercial sales (Washington, Small Business High Technology Institute).
Sahlman, W.A., 1990, The structure and governance of venture capital organizations, Journal of Fi-
nancial Economics 27, 473-521.
Saxenian, A., 1994, Regional advantage: Culture and competition in Silicon Valley and Route 128
(Cambridge, Harvard University Press).
Sparkman, J., 1958, Introduction, in: U.S. Congress, Senate, Small Business Committee, Small Busi-
ness Investment Act of 1958 (Washington, U.S. Government Printing Office).
Stigler, G., 1971, The economic theory of regulation, Bell Journal of Economics 2, 3-21.
Stiglitz, J.E., and A. Weiss, 1981, Credit rationing in markets with incomplete information, American
Economic Review 71, 393-409.
U.S. Congressional Budget Office, 1985, Federal financial support for high-technology industries
(Washington, U.S. Congressional Budget Office).
U.S. General Accounting Office, 1987, Federal research: Small Business Innovation Research partici-
pants give program high marks (Washington, U.S. General Accounting Office).
, 1989, Federal research: Assessment of Small Business Innovation Research program
(Washington, U.S. General Accounting Office).
, 1992, Federal research: Small Business Innovation Research shows success but can be
strengthened (Washington, U.S. General Accounting Office).
U.S. Small Business Administration, 1994, Small Business Innovation Development Act: Tenth-year
results (Washington, U.S. Government Printing Office) (and earlier years).
Venture Economics, 1988, Exiting venture capital investments (Wellesley, Venture Economics).
, 1996, Special report: Rose-colored asset class, Venture Capital Journal 36 (July) 32-34
(and earlier years).
VentureOne, 1997, National Venture Capital Association 1996 annual report (San Francisco,
VentureOne).
Wallsten, S.J., 1996, The Small Business Innovation Research program: Encouraging technological
innovation and commercialization in small firms? (Unpublished working paper, Stanford Univer-
sity).
Representative terms from entire chapter:
venture capitalists