transactions. This leaves us with a total sample <strong>of</strong> 21,397leveraged buyout transactions over the period 1 January1970 to 30 June 2007, involving 19,500 distinct firms.In order to track the ultimate fate <strong>of</strong> these transactions,we first match this sample with the Capital IQ acquisitiondatabase to obtain any subsequent M&A transactionsthat our LBO firms have been involved in. This givesus information which is used to infer trade-sale exits,divestments and add-on acquisitions. We then matchour sample firms with the SDC, Capital IQ and the Caoand Lerner (2006) IPO databases to track down priorand subsequent initial public <strong>of</strong>ferings. Finally, weconduct extensive web searches on a firm-by-firmbasis to infer the ultimate outcomes <strong>of</strong> these transactions.B. Sample selection issuesAlthough we believe we have constructed the mostcomprehensive database <strong>of</strong> LBO transactions to date, wewill still only have a partial coverage <strong>of</strong> these transactionsfor a couple <strong>of</strong> reasons.First, our sampling methodology does not pick up allthe LBO transactions in the Capital IQ database, due tothe nature <strong>of</strong> the Capital IQ classification methodology.For example, one <strong>of</strong> the more notable LBOs <strong>of</strong> the 1980s,Campeau’s acquisition <strong>of</strong> Federated Department Stores(see Kaplan 1989c) is in the Capital IQ database but notclassified as a leveraged buyout transaction. Also, asubstantial number <strong>of</strong> the transactions by buyout funds areclassified as “private placements” rather than acquisitions.In most cases, these are not proper LBO transactions,but rather acquisitions <strong>of</strong> minority stakes or follow-oninvestments and for this reason we do not want to includetransactions classified as private placements in our sample.Still, there are cases where the distinction is not clear andsome <strong>of</strong> the private placements should probably have beenincluded in the database. To correct these classificationerrors we would have to check each transaction on a caseby-casebasis, which would not be practical given that thereare more than 200,000 M&A and private placementtransactions in Capital IQ.Secondly, even when the Capital IQ classification is correct,there are quite a few judgement calls that have to be made.<strong>The</strong> distinction between a PIPE and minority transaction anda proper leveraged buyout is not always clear. Similarly, someLBO deals are more akin to venture capital investments.We try to err on the side <strong>of</strong> not including any non-LBOtransactions, but this means that some real leveraged buyoutswill be excluded as a result. Moreover, we do not include addonacquisitions by LBO firms as separate LBO transactions,although again the distinction is not necessarily all that clear.Thirdly, Capital IQ started their data service in 1999 andtheir coverage has increased over time. Although Capital IQhas been back-filling its data using various sources, theircoverage is likely to be incomplete for the earlier part <strong>of</strong> thesample. To gauge the extent <strong>of</strong> this attrition, we compareour sample with that used in academic studies on UStransactions in the 1980s. In particular, we compare oursample with Lehn and Poulsen’s (1989) sample <strong>of</strong> goingprivatetransactions from 1980 to 1987, Kaplan’s (1991)sample <strong>of</strong> LBOs above $100 million in transaction valuefrom 1979 to 1986, Long and Ravenscraft’s (1993) sample<strong>of</strong> LBOs <strong>of</strong> independent firms from 1981to 1987 (i.e.excluding divisional buyouts) and Cotter and Peck’s (2001)comprehensive sample <strong>of</strong> buyouts between 1984 and 1989.We summarize the results from this analysis in Table 1.Overall, the attrition rate seems significant. <strong>The</strong> worstcomparative coverage seems to be with respect to Lehnand Poulsen (1989), where the number <strong>of</strong> public-to-privatetransactions in our data is only 16% <strong>of</strong> the number identified intheir paper. In comparison, looking at Long and Ravenscraft’s(1993) sample <strong>of</strong> LBOs <strong>of</strong> independent companies during thesame period, the coverage is substantially higher, i.e. 41%.This seems to indicate that some <strong>of</strong> the public-to-privatetransactions <strong>of</strong> Lehn and Poulsen, most likely the smaller ones,have been (mis)classified as private-to-private transactions inCapital IQ. Moreover, coverage improves significantly towardsthe end <strong>of</strong> the 1980s. For the 1984–1989 period, our samplesize includes as much as 70% <strong>of</strong> the number <strong>of</strong> observationsin Cotter and Peck (2001), compared with 41% for the1981–1987 sample <strong>of</strong> Long and Ravenscraft (1993). Finally,the largest source <strong>of</strong> attrition in Capital IQ is among “puremanagement buyouts”, i.e. LBO transactions that are notsponsored by a buyout fund or another financial institution.Looking only at large LBOs with a financial sponsor duringthe 1979–1986 period, we pick up 62 transactions, comparedwith Kaplan’s (1991) sample <strong>of</strong> 74 transactions, i.e. a coverage<strong>of</strong> 84%.In our efforts to evaluate attrition rates outside the US, weare limited by the scarcity <strong>of</strong> international studies on leveragedbuyouts. Wright et al (2006) report statistics on UK and WesternEuropean buyout transactions collected by the Centre forManagement Buyout Research at Nottingham UniversityBusiness School, which allows some suggestive comparisons,also reported in Table 1. According to this paper, there were167 buyouts in the UK and Continental Europe in 1986, whileour Capital IQ sample only includes 28, i.e. 17% <strong>of</strong> the samplesize. Even for the later sample period, Capital IQ only seems tocover 30–40% <strong>of</strong> UK buyouts, while the Capital IQ coverage <strong>of</strong>Western European deals is more than four times larger for theperiod 2001–2005. Since Wright et al do not explicitly state theirinclusion criteria, it is hard to identify the sources <strong>of</strong> thesediscrepancies. Still, it seems plausible that our sample mayunder-report smaller UK buyout transactions, but thatinternational coverage is improving over time.To summarize, in interpreting the results <strong>of</strong> the analysis belowwe have to be aware <strong>of</strong> a few sample selection biases. Giventhat coverage is improving over time, we are understatingthe number <strong>of</strong> transactions that occurred in the 1970s and1980s, while the coverage from the mid-1990s onwardsLarge-sample studies: Demography<strong>The</strong> <strong>Global</strong> <strong>Economic</strong> <strong>Impact</strong> <strong>of</strong> <strong>Private</strong> <strong>Equity</strong> <strong>Report</strong> <strong>2008</strong>
should be fairly complete. While the coverage <strong>of</strong> larger dealswith financial sponsors is likely to be higher than 80% in theearly parts <strong>of</strong> the sample, we are missing a substantialnumber <strong>of</strong> smaller transactions and transactions withoutfinancial sponsors before the mid-1990s. We are likely tocover at least 70% <strong>of</strong> all US deals after 1984, at least to theextent they could be identified with the databases availableat the time. Finally, there are reasons to believe that thecoverage <strong>of</strong> LBO deals outside the United States suffersfrom even larger attrition rates. Hence, part <strong>of</strong> the dramaticincrease in buyout activity that we document in the lastdecade may be overstated due to sample selection bias.2. <strong>The</strong> evolution <strong>of</strong> the buyout marketWe start by documenting the evolution <strong>of</strong> this market overtime across deal types, geographies and industries, usingour sample <strong>of</strong> 21,397 leverage buyout transactions. One <strong>of</strong>the challenges facing this analysis is that information on thevalue and pricing <strong>of</strong> deals is missing for a large fraction <strong>of</strong>deals. A natural measure <strong>of</strong> the size <strong>of</strong> a transaction is theEnterprise Value, defined as the price paid for the equity <strong>of</strong>the acquired company, plus the net debt (debt minus cash)that the company owed at the time <strong>of</strong> the transaction(i.e. pre-transaction debt). As seen in Table 3, data onenterprise values is missing for 58% <strong>of</strong> the transactions andpricing information for even fewer <strong>of</strong> the deals. While CapitalIQ contains enterprise values for most public-to-private deals(87% <strong>of</strong> cases), it is only occasionally available for buyouts<strong>of</strong> independent private companies (31% <strong>of</strong> cases). <strong>The</strong>reare also differences in the extent to which enterprise valueinformation is available across time and geographies. To beable to make inferences concerning the value-weightedpopulation, we therefore estimate imputed enterprise valuesfor the observations with missing pricing information. Thisprocedure, which uses a Heckman (1979) regression toestimate enterprise values, is outlined in Appendix 1. Weuse the imputed estimates whenever the original enterprisevalue is not available.Our dataset contains a total <strong>of</strong> 21,397 leveraged buyouttransactions over the period from 1 January 1970 to 30 June2007. In terms <strong>of</strong> the enterprise values <strong>of</strong> firms acquired inLBO transactions, we estimate the total value (in 2007 USdollars) to be $3.9 trillion over this period. Although thisestimate relies on estimated enterprise values, this does notseem unreasonable given the magnitude <strong>of</strong> private equityfundraising over this period. Taking the data from <strong>Private</strong><strong>Equity</strong> Analyst magazine and deflating into 2007 US dollars,we estimate the cumulative commitments to US non-ventureprivate equity partnerships between 1980 and 2006 to beclose to $1.4 trillion. Although this is less than $3.9 trillion, weshould keep in mind that (1) the transactions are leveraged,which is likely to make the enterprise values roughly threetimes as large as the equity commitment, 4 (2) many buyoutsare undertaken without being sponsored by private equitypartnerships and (3) US transactions only comprise 45%<strong>of</strong> the sample (although some <strong>of</strong> the funds raised by USpartnerships are invested in firms outside the United States).Figures 1A and 1B document the dramatic growth <strong>of</strong> thisindustry in the last decade. Out <strong>of</strong> 21,397 leveraged buyouttransactions 1970–2007, more than 40% have taken placesince 1 January 2004. Most <strong>of</strong> these deals, 80%, are“traditional private equity” (PE) deals, where a financialsponsor or LBO fund backs the deal and provides most <strong>of</strong>the equity capital. About 20% <strong>of</strong> the transactions are “puremanagement buyouts”, (MBO) where individual investors(typically the management team) acquire the firm in aleveraged transaction. Since the PE deals are larger, MBOsaccount for a smaller fraction in terms <strong>of</strong> the value, roughly8% using imputed enterprise values. Interestingly, while weobserve the cyclical patterns <strong>of</strong> LBO transactions that havebeen documented in earlier research, where transactionactivity is positively correlated with activity in the leveragedloan market, MBO activity does seem not to exhibit thiscyclicality. 5 For example, during the downturn in the creditmarket in 2000–2001, the number <strong>of</strong> PE transactionsdropped by 25%, while the number MBO transactionsincreased by 250% and accounted for 38% <strong>of</strong> all buyoutactivity in 2002 in terms <strong>of</strong> the number <strong>of</strong> transactions.Finally, since Capital IQ is likely to be under-reporting dealswithout a financial sponsor, we are likely to be underestimatingthe fraction <strong>of</strong> MBOs, particularly in the pre-1995 period.Figures 2, 3A and 3B show that going-private transactions,which have been the focus in most previous research,only account for a minor fraction <strong>of</strong> the number <strong>of</strong> LBOsundertaken. <strong>The</strong> corresponding numbers are shown in Table2. Across the whole sample period, public-to-private dealsaccount for 7% <strong>of</strong> the transactions, while the bulk <strong>of</strong>transactions are acquisition <strong>of</strong> private firms (47%). Sincepublic-to-private transactions are larger than other LBOs,they are more significant in value terms, where we estimatethat they account for 28% <strong>of</strong> the combined enterprise value<strong>of</strong> LBO transactions. In contrast, independent private firmsacquired in LBOs are significantly smaller and hence onlyaccount for 23% <strong>of</strong> the combined enterprise value <strong>of</strong> allLBOs. <strong>The</strong> largest fraction <strong>of</strong> buyouts in terms <strong>of</strong> value iscomprised <strong>of</strong> divisional buyouts (31% <strong>of</strong> transactions, 30%<strong>of</strong> value), where a division <strong>of</strong> a larger company is acquired inthe LBO. <strong>The</strong> remaining types <strong>of</strong> transactions are secondarybuyouts (13% <strong>of</strong> transactions, 19% <strong>of</strong> value), i.e. acquisitionsfrom a financial vendor and acquisitions <strong>of</strong> bankrupt orfinancially distressed companies (2% <strong>of</strong> transactions, 1%<strong>of</strong> value). <strong>The</strong> composition <strong>of</strong> the different buyout typeschanges over the sample period. Public-to-private activitywas relatively high during the 1980s, where it accountedfor around 15% <strong>of</strong> the number and close to 50% <strong>of</strong> the value<strong>of</strong> all transactions. Following the demise <strong>of</strong> the junk bondmarket in the late 1980s public-to-private transactions4Axelson, Jenkinson, Strömberg and Weisbach (2007) find an average debt to enterprise value ratio <strong>of</strong> 67%.5See Gompers and Lerner (2000), Kaplan and Schoar (2005), Ljungqvist, Richardson and Wolfenzon (2007) and Axelson, Jenkinson,Strömberg and Weisbach (2007) for evidence on the cyclicality <strong>of</strong> private equity activity.<strong>The</strong> <strong>Global</strong> <strong>Economic</strong> <strong>Impact</strong> <strong>of</strong> <strong>Private</strong> <strong>Equity</strong> <strong>Report</strong> <strong>2008</strong>Large-sample studies: Demography
- Page 2 and 3: The Globalization of Alternative In
- Page 5: ContributorsCo-editorsAnuradha Guru
- Page 9 and 10: PrefaceKevin SteinbergChief Operati
- Page 11 and 12: Letter on behalf of the Advisory Bo
- Page 13 and 14: Executive summaryJosh lernerHarvard
- Page 15 and 16: • Private equity-backed companies
- Page 17 and 18: C. Indian casesThe two India cases,
- Page 19 and 20: Part 1Large-sample studiesThe Globa
- Page 21 and 22: The new demography of private equit
- Page 23: among US publicly traded firms, it
- Page 27 and 28: according to Moody’s (Hamilton et
- Page 29 and 30: draining public markets of firms. I
- Page 31 and 32: FIguresFigure 1A: LBO transactions
- Page 33 and 34: TablesTable 1: Capital IQ 1980s cov
- Page 35 and 36: Table 2: Magnitude and growth of LB
- Page 37 and 38: Table 4: Exits of individual LBO tr
- Page 39 and 40: Table 6: Determinants of exit succe
- Page 41 and 42: Table 7: Ultimate staying power of
- Page 43 and 44: Appendix 1: Imputed enterprise valu
- Page 45 and 46: Private equity and long-run investm
- Page 47 and 48: alternative names associated with t
- Page 49 and 50: 4. Finally, we explore whether firm
- Page 51 and 52: When we estimate these regressions,
- Page 53 and 54: cutting back on the number of filin
- Page 55 and 56: Table 1: Summary statisticsPanel D:
- Page 57 and 58: Table 4: Relative citation intensit
- Page 59 and 60: figuresFigure 1: Number of private
- Page 61 and 62: Private equity and employment*steve
- Page 63 and 64: Especially when taken together, our
- Page 65 and 66: centred on the transaction year ide
- Page 67 and 68: and Vartia 1985.) Aggregate employm
- Page 69 and 70: sectors. In Retail Trade, the cumul
- Page 71 and 72: employment-weighted acquisition rat
- Page 73 and 74: FIguresFigure 1: Matches of private
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Figure 6:Figure 6A: Comparison of n
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Figure 8:Figure 8A: Comparison of j
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Figure 11: Variation in impact in e
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Figure 12: Differences in impact on
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Private equity and corporate govern
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et al (2007) track the evolution of
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groups aim to improve firm performa
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distribution of the LBO sponsors, m
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the most difficult cases. This stor
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to see whether these changes of CEO
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Figure 3:This figure represents the
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TablesTable 1: Company size descrip
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Table 5: Changes in the board size,
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Table 7: Board turnoverPanel A: Siz
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Part 2Case studiesThe Global Econom
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European private equity cases: intr
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Exhibit 1: Private equity fund size
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Messer Griesheimann-kristin achleit
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ealized it was not possible to grow
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The deal with Allianz Capital partn
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the deal, the private equity invest
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Exhibit 1: The Messer Griesheim dea
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Exhibit 5: Post buyout structureMes
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New Lookann-kristin achleitnerTechn
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feet. This restricted store space w
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institutional investors why this in
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Although a public listing did not a
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Exhibit 5: Employment development a
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Chinese private equity cases: intro
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Hony Capital and China Glass Holdin
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Hony’s Chinese name means ambitio
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Establishing early agreement on pos
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Executing the IPOEach of the initia
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Exhibit 1A: Summary of Hony Capital
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Exhibit 4: Members of the China Gla
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Exhibit 6A: China Glass post‐acqu
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Exhibit 8: China Glass stock price
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3i Group plc and Little Sheep*Lily
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y an aggressive franchise strategy,
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soul” of the business. But there
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Exhibit 1: Summary information on 3
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Exhibit 6: An excerpt from the 180-
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Indian private equity cases: introd
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ICICI Venture and Subhiksha *Lily F
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investment,” recalled Deshpande.
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2005 - 2007: Moderator, protector a
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Exhibit 3: Subhiksha’s board comp
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Warburg Pincus and Bharti Tele‐Ve
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founded two companies at this time
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By 2003 this restructuring task was
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Exhibit 1C: Private equity investme
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Exhibit 4B: Bharti cellular footpri
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Exhibit 6: Summary of Bharti’s fi
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Exhibit 7: Bharti’s board structu
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In the 1993‐94 academic year, he
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consumer products. She was also a R
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AcknowledgementsJosh LernerHarvard
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The World Economic Forum is an inde