November 30, 2001 HAND DELIVERED Ms. Felecia L. Greer Executive Secretary Public Service Commission of Maryland William Donald Schaefer Tower 6 St. Paul Street, 16th Floor Baltimore, Maryland 21202-6806 Re: Case No 8879 Dear Ms. Greer: Enclosed please find an original and fourteen (14) copies of “An Assessment of the Competitive Local Exchange Carriers Five Years After the Passage of the Telecommunications Act” by Dr. Robert W. Crandall. Excerpts of the article are discussed in the surrebuttal testimony of Verizon Maryland Inc. (“Verizon”) witness John R. Gilbert filed on October 15, 2001. This document was inadvertently omitted from Verizon’s filing and in order to provide the Commission with as full and complete a record as possible, Verizon would like to attach the full document to Mr. Gilbert’s testimony as Exhibit JRG-3. In response to a data request from Staff, Verizon has previously provided an electronic copy of this document to Staff, AT&T, OPC, and Covad/Network Plus. Verizon is making arrangements to get a hard copy to all parties to this proceeding. If you have any questions, please do not hesitate to contact me Very truly yours, David A. Hill DAH/mlw Enclosure cc: All Parties of Record -2- AN ASSESSMENT OF THE COMPETITIVE LOCAL EXCHANGE CARRIERS FIVE YEARS AFTER THE PASSAGE OF THE TELECOMMUNICATIONS ACT ROBERT W. CRANDALL JUNE 2001 C R I T E R I O N E C O N O M I C S , L.L.C. -3TABLE OF CONTENTS Executive Summary I. Introduction and Summary of Conclusions II. Local Competition Under the 1996 Telecommunications Act A. The Local Access/Exchange Sector 1. The Incumbent Carriers 2. The First Entrants--The Competitive Access Providers 3. Entry Since 1996—The Competitive Local Exchange Carriers (CLECs) III. Entry Strategies A. Customers B. Services C. Network Facilities--Building versus Resale or Leasing 1. The Short-Run 2. The Long-Run D. Tailoring Investment to Demand E. Product Quality F. Rate of Expansion IV. Industry Competition and Barriers to Entry A. Barriers Prior to the 1996 Act B. Existing Customer Contracts as Barriers to Entry C. The “Last Mile” Problem D. Interconnection 1. Availability of UNEs 2. Resale Discount Rates 3. Agreements Between ILECs and CLECs 4. Reciprocal Compensation E. The Cable TV Companies V. Empirical Analysis of CLEC Performance A. Empirical Analysis of Individual CLECs B. The Effect of Network Design and Customer Strategies VI Who Succeeded, and Why? A. The Most Successful CLECs 1. McLeodUSA 2. Time Warner Telecom 3. Allegiance Telcom, Inc. B. The Second Tier of CLECs 1. XO Communications (Formerly Nextlink Communications) 2. Intermedia C R I T E R I O N E C O N O M I C S , L.L.C. -4- VII. Who Faltered, and Why A. ICG Communications, Inc. B. CTC Communications C. Teligent D. NorthPoint Communications E. Focal Communications Conclusion Appendix 1. A. B. C. D. E. Econometric Analysis of CLECs Analysis of Individual, Publicly Traded CLECs Analysis of CLEC Business Models The Data Estimation Technique Regression Results 1. Controlling for Individual Firms 2. Analysis of Business Practices Appendix 2. Articles Citing CLEC Bankruptcy Filings and Acquisitions C R I T E R I O N E C O N O M I C S , L.L.C. -5EXECUTIVE SUMMARY An Assessment of the Competitive Local Exchange Carriers Five Years After the Passage of the Telecommunications Act Robert W. Crandall The last 16 months have not been kind to most information technology companies, including the new competitive local telephone carriers (CLECs) that have formed since the passage of the 1996 Telecommunications Act. These new local telephone companies’ equities rose sharply during the NASDAQ “bubble” in 1999 and early 2000 and then declined just as rapidly. Many of the new entrants failed, but a large number survived as vibrant new competitors in the local telephone business. A detailed study of these survivors, as well as those that failed, shows that a company’s choice of business strategy has been the most important determinant its of success or downfall. Local Telephone Competition is Increasing According to recent data from the Federal Communications Commission (FCC), the new competitors controlled 8.5 percent of the local telephone lines in the United States at the end of last year, double the total that they had in December 1999. Between 1998 and 2000 the revenues of the publicly traded CLECs increased four-fold. Clearly, local competition is growing. Three New Local Carriers Stand Out The most successful of the new entrants are Time Warner Telecom, McLeodUSA, and Allegiance. Each has contributed substantially to competition, employing different business strategies. Time Warner has tripled the number of its customer lines since 1998, and has increased its revenues six-fold during this time. McLeod has shown consistent quarterly revenue growth of ten percent from 1998 to 2000, and it was one of the largest of the new carriers with over $400 million in revenues during the fourth quarter of 2000. In less than three years, Allegiance has grown from scratch to almost $285 million per year in revenues, and its market capitalization of $1.7 billion is one of the largest in the industry. These firms prove that a CLEC can succeed. Business Strategies Determine Outcomes The new local entrants with solid business strategies thrive, while those with poor strategies are doomed to failure. Maybe the most important business decision for a CLEC is its choice of network platform. I found very strong evidence that CLECs are best able to produce revenue growth by building their own networks or significant parts of their own networks. CLECs that only resold the established carriers’ services were generally unable to convert investments into revenues, and these companies were likely to fail. McLeod has been a stunning exception to the latter rule. C R I T E R I O N E C O N O M I C S , L.L.C. -6Leasing facilities from the established carriers or reselling their services can work as part of an entrant’s business strategy, as McLeod and Allegiance have demonstrated. Doing so allows an early jump-start over those building from scratch, but ultimately revenues grow more rapidly if the entrants build their own networks. Over-expansion has hurt many entrants, particularly in light of the sharp fall of technology stocks in 2000-01. Building network components before a customer base has been established, or providing service before the network is fully functional, places a strain on capital resources and may eventually lead to failure. Specific Examples Time Warner is one of the most successful and thrifty CLECs. In January, it expanded by purchasing GST, a failing entrant, funding the purchase during a brief upturn in the market. McLeod and Allegiance are “smart builds.” McLeod takes advantage of a unique type of resale—reselling US West’s bulk business services. Allegiance leases the most costly network component—the line running up to a building—from the incumbents in order to reduce costs. The latter two firms demonstrate that it is possible to use incumbent companies’ facilities, under terms established by the 1996 Telecom Act, and succeed. On the other hand, another entrant, ICG, expanded too quickly by adding markets before its initial network operating problems were eliminated. Ultimately, it filed for bankruptcy protection, citing service problems and revenue shortfalls. Another entrant, NorthPoint, sold digital subscriber line (DSL) service to Internet Service Providers (ISPs) rather than provide Internet access itself. With the recent financial crunch claiming many Internet firms, many of its customers defaulted on their payments, resulting in NorthPoint’s filing for bankruptcy protection. Yet another entrant, Focal, relied too heavily on a gimmick -- collecting reciprocal compensation payments from established carriers for simply placing itself between these established carriers and Internet service providers. When this gambit was revealed and ultimately phased out by regulators, Focal’s inefficient network design was exposed, placing it in substantial financial difficulty. A Common Deregulatory Pattern Opening any market to competition after years of regulation creates enormous uncertainty. We know from other industries that have been deregulated -- such as trucking and airlines -- that the ultimate competitive structure of the industry takes years to sort out and cannot be predicted in advance. When the market is first opened, new competitors flood the marketplace with little history to guide them. Some succeed; many fail. Bankruptcies ensue, and after an industry shakeout, strong entrants – such as Southwest in the airline industry -- are left standing. The local exchange market is no different. Time Warner, McLeod, and Allegiance should be around in the long-run, increasing their reach as they add to their networks and C R I T E R I O N E C O N O M I C S , L.L.C. -7purchase companies such as GST, CapRock, Choice One, and Intermedia. In much the same manner as Southwest has competed against the large airlines, the best CLECs have flourished by offering a service that is different from that offered by the incumbents. C R I T E R I O N E C O N O M I C S , L.L.C. -8- I. INTRODUCTION AND SUMMARY OF CONCLUSIONS Given the recent shakeout of a number of competitive carriers in the local exchange industry, it is apparent that an analysis of this industry and the competitive local exchange carriers (CLECs) is required. I have performed a comprehensive analysis and econometric study of these firms in order to determine (1) the relative performance of the major CLECs, (2) the CLEC business strategies that have appeared to be successful thus far, and (3) the causes of CLEC failures during the first five years under the 1996 Telecommunications Act. In particular, I have sought to determine if the recent economic difficulties experienced by many CLECs have been related to problems in interconnecting with the incumbent local exchange carriers (ILECs) or to other causes, including their own business strategies. An in-depth analysis of the numerous publicly traded CLECs leads me to conclude that there is wide variation in their performance and that the CLECs’ own strategies largely explain this variation. However, I can find no evidence linking CLEC performance to alleged difficulties in interconnecting with the ILECs. Indeed, at least one major CLEC is succeeding even though it primarily resells ILEC services, and my general results suggest that a mixed strategy of building one’s own network, in addition to using ILEC services or network elements, works rather well. Nevertheless, the best CLEC strategy is to build out one’s own network in a careful, deliberate manner. II. LOCAL COMPETITION UNDER THE 1996 TELECOMMUNICATIONS ACT The 1996 Telecommunications Act opened all local telecommunications markets to competition for the first time. Under the Act, the incumbent carriers are required to C R I T E R I O N E C O N O M I C S , L.L.C. -9negotiate interconnection agreements with the new entrants. They are also required to offer components of their networks (“unbundled network elements” or UNEs) to the new carriers at cost-based rates, and to provide their services to these carriers for resale at a discount from the retail price that reflects the ILECs’ avoidable costs of retailing them. These provisions allow an entrant to use ILEC facilities or services to access a customer’s premises, thereby taking advantage of the large ILEC network already in place. Partly as a result of these provisions of the 1996 Act, a large number of CLECs now offer local service to business and residential customers.1 CLECs now offer service on 16.4 million lines, equal to 8.5 percent of the total number of end-user lines in the United States (See Figure 1).2 Between December 1999 and December 2000, the CLECs nearly doubled their lines in service.3 Furthermore, publicly traded CLECs reported total revenues of $7.27 billion in the third quarter of 2000, a four-fold increase from $1.77 1. Trends in Telephone Service, U.S. Federal Communications Commission, December 21, 2000, stated that 76 CLECs reported operations as of June 2000. 2. Federal Communications Commission, Local Competition Report, (May 21, 2001) (“Local Competition Report”). See also Credit Suisse First Boston, Telecom Services—Clecs, April 11, 2001. 3. FCC, Local Competition Report, (May 21, 2001). C R I T E R I O N E C O N O M I C S , L.L.C. -10- Figure 1 Competitors' Share of Access Lines 9 8 Own Net 7 Percent 6 UNEs 5 4 Resale 3 Total 2 1 0 1997-4 1998-4 1999-4 2000-4 Year-Quarter Source: FCC, Local Competition Reports. billion reported for the first quarter of 1998.4 Clearly, CLECs have been growing in numbers and in size since the 1996 Act. Despite this growth, many CLECs have recently experienced economic difficulties. At least 10 of them suffered negative earnings growth in 2000,5 and the stock values of most CLECs have fallen substantially since March 2000. 6 A number have filed for bankruptcy protection or have been acquired as they faced the prospect of bankruptcy. ICG Communications’ stock fell precipitously between March and September 14, 2000, when the firm filed for protection under chapter 11 of 4. Data compiled from 10-Q and 10-K filings with the U.S. Securities and Exchange Commission. Note that total revenue includes money generated from long distance service and hardware sales in addition to local service. 5. Ten publicly traded CLECs (Advanced Radio, US LEC, CoreComm, GST, ICG, IDT, RCN, RMI.Net, RSL, and SpeedUS.Com) experienced negative revenue growth in this period. 6. To give specific examples, Adelphia Business Solutions, CTC Communications, Level 3 Communications, and Winstar Communications were trading at 66, 54, 116, and 116 respectively in late March of 2000, but are trading at single digits one year hence. C R I T E R I O N E C O N O M I C S , L.L.C. -11the bankruptcy law. ICG had recently laid-off 10 percent of its workforce.7 Another example is Net2000, a firm that has reduced its workforce by 8 percent in the last year, and whose stock price has fallen from a 52 week high of 47.88 in May, 2000 to a current price of approximately $1 per share.8 More recently, Northpoint, Covad, Rhythms, Winstar, and Teligent have either declared bankruptcy or sharply scaled back their activities in response to recurring losses and the lack of capital. Thus, despite rapid industry growth since 1996, many CLECs currently find themselves in substantial financial trouble. Some observers have attributed the recent poor performance of the CLECs to the actions of the incumbent local carriers without providing any evidence that these intercarrier relationships are the principal problem for the new entrants.9 What is often left untold, however, is that not all CLECs are failing. Allegiance, McLeod, and Time Warner Communications are generally considered by Wall Street analysts to be strong companies with bright futures.10 Furthermore, the success of these firms relative to other CLECs is no accident, as they have avoided the pitfalls that have plagued the troubled CLECs, and engaged in adroit business practices that have eluded others. In the sections that follow, I describe the local telecommunications sector, and detail the critical business decisions that face a CLEC both initially and in the long term. 7. Jeff Smith “ICG Communications Files for Bankruptcy,” Denver Rocky Mountain News, (November 15, 2000) at 1B (“ICG Files for Bankruptcy”). 8. Seth Sawyers, “‘Last mile’ for Many Companies: Linthicum Firm Net2000 Trying not to Become Telecom Victim,” The Capital(Annapolis, MD), (March 4, 2001) at 8; and NET2000 (NTKK) current stock price downloaded from Yahoo Finance at (http://finance.yahoo.com/q?s=NTKK&d=v1). 9. See, for example, “The Bell Monopolies Are Killing DSL, Broadband And Competition, And America is Paying The Price—Part 1,” Broadwatch Magazine, 15(1), at 146. 10. Both Sandra Ward and Yuki Noguchi applaud these firms. See Sandra Ward, “An Interview with Neil Druker,” Barron’s, (March 19, 2001), at 30-32 (“Neil Druker”); Yuki Noguchi, “Riding up to the Challenge; 4 Upstart Telecom Companies are picking up where the Bells Left Off,” Washington Post, (February 28, 2001), at G14 (“Riding up to the Challenge”). C R I T E R I O N E C O N O M I C S , L.L.C. -12I show that the choice of business strategy, not the behavior of the ILECs, is key to the success of these new companies. It is largely their own business decisions that explain the difficulties and even the demise of many of these CLECs. Very different business decisions have made Allegiance, McLeod, and Time Warner successful. A. The Local Access/Exchange Sector For decades, the local-exchange sector was comprised of the Bell Operating Companies, a few large independent companies, such as GTE, Continental Telephone, Rochester Telephone, Lincoln Telecommunications, and United Telephone, as well as a large number of very small, subsidized rural carriers. The AT&T divestiture in 1984 and the recent 1996 Act have dramatically altered this landscape. 1. The Incumbent Carriers The U.S. Department of Justice case against AT&T was settled by a 1982 consent decree that resulted in the divestiture of the Bell Operating Companies into seven Regional Bell Operating Companies (RBOCs) in 1984. Each RBOC was allowed to provide local service, but each company was barred from providing long distance service outside of its regional operating area, manufacturing equipment, or providing information services.11 The 1996 Act was passed partly in response to the growing frustrations of the RBOCs and their inability to obtain relief from the line-of-business restrictions of the 1982 decree. In return for opening their local markets to competition, the RBOCs were promised access to the long-distance market. They would have to satisfy a complicated “check-list” of market-opening requirements and pass three levels of regulatory review for each state in order to gain such access. However, local and intrastate long-distance 11. A 1991 court decision allowed the RBOCs to provide information service, such as voice mail, but their main operations were still local exchange. C R I T E R I O N E C O N O M I C S , L.L.C. -13rates remained regulated under the 1996 Act. In general, state regulators have kept local rates for rural areas and many urban residences below cost, while business rates in urban areas have been kept substantially above cost. Since 1996, there has been substantial consolidation among the ILECs. SBC acquired Pacific Telesis in 1996, Southern New England Telephone in 1997, and Ameritech in 2000. Bell Atlantic acquired Nynex in 1997 and GTE in 1999. The result has been a decline in the number of large ILECs (See Table 1). Table 1. Access Lines and Current Market Capitalization of Incumbent Local Exchange Carriers (ILECs) ILEC Total Access Lines, 12/31/1999 (Thousands) Market Capitalization, May 2001 ($ Billion) 22,539 142 26,517 2,884 28,307 [Included in SBC] [Included in SBC] [Included in SBC] 50,464 149 23,354 31,444 [Included in Verizon] 75.9 25,647 63 10,696 18.4 1,162 5.7 1,045 13 822 18.2 Southwestern Bell(SBC) Pacific Telesis Southern New England Ameritech Bell Atlantic (Verizon) GTE Bell South US West (Qwest) Sprint Broadwing (Cincinnati Bell) Frontier (Global Crossing) ALLTEL Source: Yahoo Finance, and “Statistics of Communications Common Carriers,” FCC, (December, 31, 1999), Tables 2.1 & 2.6. None of these RBOC acquisitions affected local market concentration because these firms were in separate geographic markets prior to the mergers. Nor does the larger size of two of the three remaining RBOCs provide them with any particular advantage in C R I T E R I O N E C O N O M I C S , L.L.C. -14repelling CLEC entry. These companies are no larger, in terms of total assets, than many other telecommunications companies, such as AT&T, British Telecom, or Nipon Telephone and Telegraph. Moreover, mere size offers no particular advantage by itself, as United Air Lines and American Airlines have discovered in competing with Southwest Airlines, or as General Motors has discovered in competing with the rest of the auto industry. 2. The First Entrants—The Competitive Access Providers (CAPs) Prior to the 1996 Act, some companies began to enter the local exchange sector in urban areas. These competitive access providers (CAPs) took advantage of the regulated rate structure imposed on the ILECs. These CAPs largely avoided the residential markets. Instead, they entered the urban markets in business districts, providing local exchange services to medium and large-scale businesses and special-access services to the longdistance carriers. As a result, the CAPs’ impact on the local exchange market as a whole was limited, although many urban markets for mid-sized and large business customers were quite competitive prior to the 1996 Act. WorldCom and AT&T, the two largest new entrants into local telephone service markets, acquired the largest and most successful CAPs. 3. Entry Since 1996—The Competitive Local Exchange Carriers (CLECs) As a result of the 1996 Act, a large number of new competitive local exchange carriers (CLECs) entered the local exchange market, using a variety of different approaches. The proliferation of CLEC entry roughly corresponded with the sudden emergence of the Internet; therefore, some CLECs focused their businesses around offering Internet access to some combination of businesses and residences. Other CLECs C R I T E R I O N E C O N O M I C S , L.L.C. -15took advantage of the resale rules in the 1996 Act and provided an array of local exchange services to both residences and businesses. In short, wide variation existed in the services that CLECs decided to provide. Table 2 provides a list of the CLECs that have been publicly traded and their market capitalization in December 1999, before the sharp decline in the prices of technology stocks, and on May 1 of this year. In addition, wherever possible, Table 2 provides estimates of the number of access lines captured by each CLEC by the end of 1999 and the second quarter of 2000. C R I T E R I O N E C O N O M I C S , L.L.C. -16Table 2. CLEC Access Lines and Market Capitalization, 1999 and 2000-01 CLEC 1999 Access Lines (000s) Adelphia Business Solutions Advanced Radio Allegiance Telecom Inc. Allied Riser Avista Corporation CapRock Choice One Concentric Convergent Communications Inc CoreComm Ltd. Covad Communications Group Inc. CTC Communications Corp. Cypress e.spire Communications Inc. Elec Communications Electric Lightwave Inc. Focal Communications Corp. GST Telecommunications ICG Telecommunications Inc. Intermedia Communications Inter-Tel Inc. ITC DeltaCom Inc. Ixnet Inc. McLeod USA Inc. Mpower Communications Corp. Net 2000 Net2Phone Network Access Network Plus CP North Pittsburgh Northern Optic NorthPoint Pac West Primus RCN Corp. Rhythms RMI.Net RSL SpeedUS.Com Teligent Inc. Telocity Time Warner TLC Universal Access Inc US LEC Corp USOL Holdings Winstar Communications Inc. World Access XO Comm. (Nextlink) ZTEL 331 NA 241.7 NA NA 40.4 NA NA NA NA 57 NA NA NA NA NA 311.5 NA 731.0 501.1 NA 101.5 NA 579 142.7 55.9 NA NA 66.7 NA NA 23.5 NA NA 223.0 12.5 NA NA NA 280 406.2 192.4 NA 409.2 NA 618 NA 428.0 NA Market Capitalization (12/31/99) 6.45 ($billions) 2000/2001 Access Lines Market (000s), 2000-2nd Capitalization (05/01/01) Quarter 496 0.60 ($billions) 0.94 6.97 NA 0.71 1.25 NA 0.00 0.47 2.80 6.64 0.69 0.00 0.32 0.05 0.95 1.48 0.00 0.98 2.12 0.79 1.70 0.00 11.79 1.90 0.00 NA 1.55 1.30 0.21 1.17 3.21 NA 2.00 3.97 2.46 0.23 1.04 0.10 3.93 0.00 5.28 NA 0.89 0.06 4.63 1.42 15.19 1.36 NA 394.3 NA NA 82.6 NA NA NA NA 136 NA NA NA NA 196.3 502.3 NA 1113.0 636.1 Na 148.4 NA 722.9 200.7 85.7 NA NA 112.9 Na Na 63.2 NA NA 352.2 67.0 NA NA NA 358.6 461.3 NA NA 461.3 NA 804 NA 627.2 NA NA 2.04 0.04 0.95 Na 0.32 NA NA 0.015 0.17 0.16 0.03 0.007 0.01 0.14 0.40 NA NA 0.92 0.24 0.34 NA 5.37 0.13 0.08 0.47 0.04 0.20 0.17 0.16 Na 0.11 0.09 0.38 0.02 NA NA 0.02 0.04 0.18 5.79 0.43 0.15 0.14 0.01 0.02 1.46 0.15 Notes: NA = not available; Sources: Yahoo Finance, Credit Suisse First Boston, Individual Company Websites. Note that these companies had a total market capitalization of approximately $95 billion as of December 31, 1999. This was considerably more than the market capitalization of the Big Three U.S. auto producers, and about three times the C R I T E R I O N E C O N O M I C S , L.L.C. -17capitalization of the entire airline industry. Surely, this was an astounding valuation for a set of firms that had less than 5 percent of the local exchange telecommunications market in 1999—a market that generates about $110 billion in revenues per year. To sustain such a valuation, these companies would have had to displace a large share of ILEC access lines and to achieve positive (and growing) cash flows in a very short period of time. For instance, assuming that an access line is worth $3,000 in the current marketplace, this valuation is equivalent to that of an established ILEC with nearly 32 million lines -- or roughly four times the number of lines held by all CLECs as of December 31, 1999. By May 2001, the value of these firms had fallen to $28 billion -- still comparable to the market capitalization of the entire airline industry -- but 70 percent less than 17 months earlier. Moreover, as Table 3 shows, a number of these new entrants had become insolvent, were consolidating and reorganizing, or had filed for bankruptcy protection. Nevertheless, the new entrants are still increasing their market share, as Figure 1 above shows. C R I T E R I O N E C O N O M I C S , L.L.C. -18Table 3. Bankruptcy Filings and Consolidation of CLECs CLEC Occurrence Date Allegiance Telecom Inc. Considering Purchase of Choice April, 2001 One CapRock Purchased by McLeod December 7, 2000 Concentric Purchased by Nextlink January, 2000 Convergent Communications Inc Lays off 500 employees, sale of April, 2001 assets CoreComm Ltd. Lost $318 Million, plans cut in April 14,2001 operations Covad Communications Group Inc. Expects Nasdaq delisting May 7, 2001 e.spire Communications Inc. Filed for Bankruptcy Protection March 22, 2001 GST Telecommunications Filed for Bankruptcy Protection, January 10, 2001 Acquired by Time Warner ICG Telecommunications Inc. Filed for Bankruptcy Protection; May 2001 IDT increasing holdings of ICG Intermedia Communications Being acquired by World Com. March, 2001 Inter-Tel Inc. Purchased Convergent’s integration operations January, 2001 NorthPoint Filed for Bankruptcy Protection, March 22 Purchase by AT&T approved Teligent Inc. 4 of the 7 board seats owned by May 4, 2001 IDT Teligent Inc. Filed for Chapter 11 Bankruptcy Telocity Acquired by Hughes for $178 April 3, 2001 million, 82% less than IPO. Winstar Communications Filed for Bankruptcy Protection voice May 21, 2001 April 18, 2001 Sources: See Appendix 2. Moreover, the more successful CLECs continue to have a substantial market value. Six of the largest of these companies had a market value per line – that is, market value of common equity plus book value of long-term debt divided by estimated access C R I T E R I O N E C O N O M I C S , L.L.C. -19lines in service -- that ranged from $3,600 to $12,700 on May 1 of this year (See Table 4). By contrast, the three largest ILECs had market values of $3,100 to $4,200 despite their large investments in wireless services, foreign operations, and other activities. From this comparison, it is quite clear that the financial markets still place a growth premium on these more successful CLECs. Table 4. Market Value Per Access Line Company Mkt Value per Switched Access Line RBOCs SBC Communications Verizon BellSouth CLECs Allegiance Intermedia McLeod USA RCN Time Warner XO Communications $3,100 $3,600 $4,200 $3,600 $5,100 $9,700 $12,500 $12,700 $6,900 Source: Yahoo Finance; “Statistics of Communications Common Carriers,” FCC, (December, 31, 1999), Table 2.6; “Telecom Services—CLECs,” Credit Suisse First Boston Corporation, (June 5, 2001). A large share of the recent growth has come from the deployment of UNEs, in addition to the continued construction of the CLECs’ own networks. Much of the increase in the use of UNEs, however, was likely due to the use of the so-called “UNE Platform” in New York -- essentially the rental of all the unbundled elements required to deliver local service. Verizon agreed to make the entire platform available in New York at the low UNE rates when it (as Bell Atlantic) acquired Nynex in 1999. Of the 8.1 million new CLEC lines in 2000, 1.6 million were obtained in New York. CLECs now C R I T E R I O N E C O N O M I C S , L.L.C. -20have fully 20 percent of all access lines in New York, relying heavily on Verizon’s existing network to reach their customers. III. ENTRY STRATEGIES Entry into the local telecommunications market requires a number of key decisions. The entrant must target its customers, decide on a bundle of services to offer, plan its network deployment, and raise sufficient capital to survive the start-up phase. A. Customers Given the regulated rate structure in most states, the obvious targets for the CLECs -- like the CAPs before them -- are the mid-size and large business customers. A very large number of the CLEC access lines are urban business lines, particularly in the larger metropolitan areas. According to the FCC, in December of 2000, 40 percent of CLEC end-user lines were extended to residential and small business customers.12 As of this same date, CLECs served only 4.6 percent of the country’s small business and residential customers, but controlled more than 20 percent of all medium and large business lines.13 B. Services To attract customers from their existing local carriers, CLECs likely must offer more than the same services and the promise of comparable service quality to that provided by the existing local carriers. The typical local residential bill is only about $34 per month. Even if an entrant could offer service at a cost below the current regulated residential rates, the potential savings to residential subscribers would be so small that 12. FCC Local Competition Report, (May 21, 2001). 13. Id. C R I T E R I O N E C O N O M I C S , L.L.C. -21few customers would be likely to change providers unless the new service offered something different from the incumbent’s traditional services. Fortunately, the CLECs had the advantage of commencing service during the dawn of the “Internet age.” As a result, a new CLEC can offer a variety of services to customers in addition to simple voice telephony. It can bundle local telephone service, long distance service, high-speed data service, Internet connections,14 and other services, including standard video services.15 Typically, a CLEC will offer some combination of the above services, but in a few cases, a CLEC may choose to specialize in providing data services. For example, Allied Riser derives 100 percent of its revenue from the provision of high-speed data access to businesses. On the other hand, in the first quarter of 2001, McLeodUSA reported total revenues of $433 million,16 of which approximately 28 percent was from local calls, 20 percent was long distance, 16 percent was data service, and 36 percent was “other,” such as voice mail, equipment sales, and telemarketing.17 Furthermore, CLECs vary in the extent to which they provide service to residential customers and businesses. Using the above two examples, McLeod serves both residences and businesses in the mid-west and Rocky Mountain regions, whereas Allied Riser’s only clients are businesses in heavily populated cities. 14. Data service usually refers to access to the Internet. Data service could simply be an additional local phone line, with which the customer accesses the Internet via dial-up modem, or it could refer to the installation of high speed digital subscriber lines (DSL) that allow simultaneous voice and data transfer so that the customer is able to use their phone and Internet connection with one line. In this situation, phone services could be classified under a data heading, because the services are being offered together through one line. Data service could also be listed under local phone service if the user is accessing the Internet over her local phone line via dial-up modem. Finally, the heading of “data service” can also encompass video conferencing. 15. “Other services” could be cable television, voice mail, or web design. 16. “Telecom Services—CLECs,” Credit Suisse First Boston Corporation, (June 5, 2001) at 62. 17. Id at 11. C R I T E R I O N E C O N O M I C S , L.L.C. -22The choice of service to supply should depend on the expected profits to be garnered from that service. Ideally, a CLEC will wish to offer a service that the ILECs have either not been providing at all, or have been providing at an unsatisfactory level, because higher profit margins are available for other services. If a CLEC is deciding between offering high-speed data service to business or offering local phone service to residents, it must assess the levels of competition and quality at which those services are currently offered. High-speed data service to small and medium sized businesses is a relatively new and rapidly growing service that has been an attractive vehicle for CLECs as use of the Internet expanded. These services provided high margins at the time the Act was passed because CAPs had not aggressively built out their networks to serve such customers. Not surprisingly, numerous CLECs decided to provide this service to businesses and, as a result, have been competing aggressively against one another. This competition, while good for consumers, places downward pressure on rates, and the entrants’ profits. C. Network Facilities—Building versus Resale or Leasing Among the most important decisions facing any CLEC is the choice of network design. Networks may be a combination of fiber optics, coaxial cables, and copper wires, or they may be based on a fixed wireless technology. In addition, given the provisions of the 1996 Act, an entrant may build its own facilities, resell the incumbent’s services, or use a combination of its own facilities and incumbent’s unbundled elements to deliver its services. C R I T E R I O N E C O N O M I C S , L.L.C. -231. The Short-Run Initially, a CLEC’s choice between on-net facilities, unbundled network elements (UNEs), or total service resale (TSR) facilities will depend on its ability to construct a network and the relative prices of UNEs and TSR. On-net facilities are network elements that a CLEC constructs itself, and are thus wholly owned by the CLEC. An on-net facility component could consist of a few lines that the CLEC runs from the ILEC network to the consumer, or it could consist of a whole series of lines and switches that the CLEC develops in order to provide a service completely independent of the ILEC network. Such facilities require substantial investments in capital and time to build. UNE facilities have emerged as a result of the FCC’s interpretation of the 1996 Act. They are network pieces or elements, such as local loops, switching facilities, and transport facilities that a CLEC leases from an ILEC at negotiated or arbitrated wholesale prices. As a result of the FCC’s rulings under the 1996 Act, virtually all ILEC network components have been made available to the CLECs through UNE leasing. 18 The FCC has ruled that these wholesale UNE prices are to be based on forward-looking estimates of the cost of building the network component in question: the Total Element Long Run Incremental Cost (TELRIC). Thus, UNE prices can be thought of as the prices required to recover the cost of the element, over the total life of the asset.19 18. See “Interconnection” within Part II, Section 251, Subsection C, Paragraph 3 of the 1996 Telecommunications Act, which specifies that ILECs have “the duty to provide, to any requesting telecommunications carrier for the provision of a telecommunications service, nondiscriminatory access to network elements on an unbundled basis at any technically feasible point on rates, terms, and conditions that are just, reasonable, and nondiscriminatory in accordance with the terms and conditions of the agreement and the requirements of this section.” Cite to regulatory history here 19. This price may be substantially less than the embedded cost of a facility because of technical change. For this and other reasons, the ILECs have appealed the FCC’s decision to require forward-looking costs in the Federal courts. The U.S. Supreme Court has agreed to hear ILEC arguments on UNE pricing during the year 2001. See Verizon Communications, et al. v. Federal Communications Commission, et al., 121 S. Ct. 877, on January 22, 2001. C R I T E R I O N E C O N O M I C S , L.L.C. -24TSR is simply the sale of ILEC services to consumers under a different brand name. The CLEC leases the services at a discount below the ILEC’s retail price and offers them to its customers under its own brand name. These wholesale discounts are generally negotiated or settled through arbitration at approximately 15 to 25 percent below retail price.20 Thus, if a CLEC wishes to provide an array of services similar to the ILECs, it can use two leasing schemes to solidify its network. It could use TSR, and simply resell all ILEC services, taking over the billing and promotion functions of the ILEC. The disadvantage of TSR is that the CLEC product is identical to the ILEC product, and therefore a CLEC using TSR cannot offer a superior service to the ILEC. Alternatively, it can lease some facilities at UNE rates and build a hybrid network to deliver its own services. The extent to which a CLEC uses any of the above methods to build a system at the time of entry will depend on current wholesale rates relative to retail costs and the existing ILEC infrastructure. Ideally, the CLEC wishes to capture the largest margin between price and cost as possible, thus maximizing profits. Given that the ILEC network is already in place, a thrifty CLEC will use the extant network to its advantage, leasing or reselling when UNE or TSR rates are sufficiently below retail prices. In addition, the CLEC must know that its entry into the industry will place downward pressure on retail prices because entry increases competition.21 Thus, the CLEC must anticipate the retail price decline its entry causes and be certain that this adjusted price is sufficiently greater than leasing rates. 20. Robert Crandall, and Jerry Hausman, “Competition in U.S. Telecommunications Services Four Years After the 1996 Act,” in Sam Peltzman and Clifford Winston (eds.), Deregulation of Network Industries, Brookings, 2000. C R I T E R I O N E C O N O M I C S , L.L.C. -25Any CLEC that wishes to provide a new service, such as DSL, to its customers would be better served to enter the industry as a small, facilities-based, regional provider with few competitors, than as one of several competitive CLECs leasing facilities from an ILEC. At the very least, leasing from the ILEC suggests competition from that ILEC, and quite possibly from other CLECs as well, with the attendant downward pressure on market prices or requirement of substantial promotional expenditures. A better strategy would be to build a new DSL network in an area that is not currently served by a carrier offering such services, if the costs of that network can be defrayed from prospective customer receipts. In following such a strategy, the CLEC can presumably obtain a higher retail price for DSL because it is not competing against the ILEC. To illustrate these points, the following two quotations were taken from a CLEC web site. The quotations are from DLEC owners (CLEC owners who provide DSL), and reflect the problems faced in leasing DSL from ILECs. Owner “AN”: “Hmm: buy for $44 [from an ILEC], sell for $42 to $50, but then pay for a staff… it’s just not possible. More margin has to be maintained by the ISP.”22 Owner “VB”: “The ones that are making it [as a DLEC] aren’t reselling someone else’s DSL. With just fourteen customers here in this rural area, I’m making money from DSL as a DLEC.”23 “AN” must also compete against the ILEC for customers, thus reducing his margin. Owner “VB” is much more clever, providing DSL in an area where there are few (if any) competitors and higher margins. 21. Robert S. Pindyck & Daniel L. Rubinfeld, Microeconomics, Fourth Edition (Prentice Hall, 1998), 272. 22. “Why are the DSL Resellers planet.com/technology/dsl_down_bol.html. 23. Id. C R I T E R I O N in E Trouble?” ISP-Planet C O N O M I C S web , L.L.C. site, http://www.isp- -262. The Long-Run The long-run decision as to whether or not a CLEC invests in on-net components in its network is obvious. Simply put, if a CLEC uses only resale, it will suffer in the long-term, as it is offering a service identical to the ILECs at a prospective margin that is capped by the resale discount. Moreover, because there are fewer barriers to entry in resale, other CLECs can enter as resellers, thus reducing retail prices until all CLECs providing service via resale are making no more than a competitive return on investment. The CLEC that survives in the long run is the firm that builds on-net components in order to maintain cost and service advantages over its rivals, including the ILECs. Such a CLEC can attract customers, because it offers quality service, maintained through stateof-the-art network components, but it can also offer this service at lower prices if it can provide service through newer or somewhat more efficient facilities than those in the ILEC network. A clever CLEC may be able to utilize UNE leasing, while also improving the ILEC network to generate cost savings and service advantages; eventually, an efficient and cost-conscious CLEC will be able to leverage these investments and move to an on-net platform. As of the end of 2000, approximately 35 percent of CLEC lines were on-net, as compared with about 36 percent resale and 29 percent UNE.24 Thus, CLECs have been adding to the ILEC network in addition to leasing and reselling. However, there is substantial variance in these proportions across CLECs. First, the above percentages reflect all CLECs that responded to the FCC’s questionnaire, and therefore many small, private firms are included in those figures. The publicly traded CLECs, however, favor on-net lines somewhat more heavily. To be specific, the major public CLECs have 37 C R I T E R I O N E C O N O M I C S , L.L.C. -27percent on-net, 32 percent resale, and 31 percent UNE lines.25 Thus, the average, public CLEC network apparently has more on-net lines than the average private CLEC, although a number of public CLECs still rely heavily on UNE and resale. For example, Time Warner Telecom, one of the most successful CLECs, has 81 percent of its lines onnet, 19 percent through resale, and no UNE lines, whereas CTC Communications has 6 percent on-net lines and 94 percent resale, and Focal Communication’s network is comprised of 100 percent UNE lines.26 D. Tailoring Investment to Demand In addition to service and network decisions, a CLEC must assess the demand for its services before attempting to supply that product. First, if the CLEC will be competing against an ILEC in a given market, the CLEC must predict the likelihood that existing ILEC customers will switch to CLEC service. Once an attractive market is found, the CLEC must carefully assess the rate at which customers can be enrolled to begin to defray the costs of the network. Such an assessment is necessary in order to procure the necessary funding to pay for the network. If the CLEC fails to arrange for the network capacity to handle its traffic, poor service quality will occur and customers, revenue, and reputation will be lost. If the CLEC overbuilds the facilities necessary to support network traffic, scarce investment capital will have been wasted, and financiers will become wary of lending to the CLEC. While these excessive capital expenditures may not hurt the CLEC in the short term, the future capital squeeze will have negative effects on the CLEC. Thus, predicting consumer 24. FCC, Local Competition Report, May 21, 2001. 25. Credit Suisse First Boston, Telecom Services—CLECs, (April 11, 2001), 18-19. 26. Id. C R I T E R I O N E C O N O M I C S , L.L.C. -28demand, and tailoring their facilities to meet that demand, are crucial to these new entrants. The CLECs have shown sub-par performance in balancing investment with consumer demand. Industry analysts have estimated that revenue from newly added customers has increased only 11 percent, while capital expenditures rose by 39 percent in the last two years. Furthermore, it is estimated that as much as 97.5 percent of existing high-capacity fiber-optic lines is unused.27 Even though these statistics are rather general, they indicate that the industry as a whole was not effective in tailoring capacity to demand. Therefore, it is likely that newly constructed capital assets were not effectively generating revenues for the CLECs. I explore this topic further in the empirical analysis in section V. E. Product Quality A CLEC may attempt to compete by claiming to offer better service than the ILEC in its region. However, many CLECs have lost customers as a result of poor service. Customers have complained that service is either not installed by the agreed date, or that their calls are disconnected and poorly routed.28 CLECs have blamed the ILECs for these problems, arguing that faulty ILEC network connections reduce CLECs’ quality of service. ILECs have in turn responded that CLEC problems are the result of CLEC errors in routing calls.29 However, as I shall show, these complaints are relatively rare and could not be the principal cause of poor CLEC quality. Integrating CLEC lines to the 27. Tom Fredrickson, “Too Many Lines, Too Few Callers; Telecom Upstarts Shelving Expansion Plans,” Crain’s New York Business, (April 23, 2001), at 20 (“Too Many Lines”). 28. Yuki Noguchi, “Local Phone Frustration; CLECs Blame Bells, Bells Blame Hookups, Some Blame Agencies,” Washington Post, (December 14, 2000), E1. 29. Id. C R I T E R I O N E C O N O M I C S , L.L.C. -29ILEC network has resulted in numerous problems, and the CLECs have suffered as a result of poor service, but such problems cannot simply be attributed to ILEC behavior. The processes involved in rolling out a new network, or integrating new lines into an existing network, are likely to produce a number of problems with service quality. Royce Holland, chairman of Allegiance Telecom (one of the more successful CLECs), states that “[CLECs] are going to be blamed [for poor product quality] regardless of where the problem is, and rightly so,”30 because part of their pledge to customers is quality service. F. The Rate of Expansion Once a CLEC has established its service within a market, it may consider expanding into another market. Expansion will depend upon the CLEC’s assessment of potential profitability, current market conditions and prices, the potential for entry from other firms, and the time and cost of establishing a new network and client base. Furthermore, the CLEC must consider the effect that expansion will have on service in its existing markets. It is possible that expansion can divert resources from existing markets; thus, expansion can divert the CLEC’s attention away from its customer base and lead to reductions in service quality that will ultimately hurt the CLEC. Furthermore, the rate at which new markets are added can have detrimental effects on the CLEC’s network. If new markets are added before existing market networks are fully operational, existing network capital will not generate sufficient revenues or cash flows to cover the costs of the CLEC’s market extension. Such rapid expansion can cause concern over the strength of the CLEC, leading investors to withhold capital from the CLEC in the future. Because a CLEC’s extension into new C R I T E R I O N E C O N O M I C S , L.L.C. -30markets has effects on the company’s customers and investors, the CLEC must fully assess the consequences that its rate of expansion will have on the profitability of current and future operations. IV. INDUSTRY COMPETITION AND BARRIERS TO ENTRY To understand the current position of the CLECs, one must understand that local competition for small business and residential customers is a very recent phenomenon, both in the United States and the rest of the world. There are no well-defined models for entrants to follow. A. Barriers Prior to the 1996 Act As mentioned earlier, the CAPs were competing with the ILECs to provide local service to medium and large sized businesses prior to 1996. This market was at least partly competitive prior to CLEC entry; therefore, profit margins for urban business services may have already been under some pressure even prior to 1996. As a result, some of the benefits to CLECs from entering the medium to large-scale business market had already been whittled away even before the CLECs entered. Notwithstanding exceptions for some CAPs, state regulators had blocked entry into most of the local exchange/access markets in all but a few states prior to 1996. When the Telecom Act was passed, the new entrants faced the prospects of competing for most local customers for the first time. 30. Id. C R I T E R I O N E C O N O M I C S , L.L.C. -31B. Existing Customer Contracts as Barriers to Entry Some CLECs attempted to enter the local-exchange market after the initial wave of entrants, but experienced difficulties due to unforeseen barriers to entry in the form of long-term contracts between business customers and the CAPs or early CLECs. In addition, early CLECs also focused attention on small to medium sized businesses because they did not have to compete against the CAPs as vigorously as in the medium to large business market, and margins for these customers were kept relatively high by state regulation. C. The “Last Mile” Problem The “last mile access line” is the line that runs into a customer’s building from the service provider’s switch or remote terminal. Late CLEC entrants have encountered some difficulty in providing last mile access partly because of the cost of constructing lines, but more often because of the difficulty in extending into some office buildings. In some buildings, a new installation can require up to 100 square feet of floor space within a building, and because of building design, many landlords have been reluctant to allow more than one or two companies to provide service to their buildings.31 In other cases, substantial time and capital expenditures are required to trench through city streets or string cables along existing utility pole lines. Nevertheless, as Figure 1 shows, many CLECs are building their own facilities. D. Interconnection Successful entry requires interconnection with the local ILEC in the form of UNEs, resale, or collocation. 31. Paul Rogers, “Last Mile is Longest in Battle to Get Wired; New Carriers Face Many Challenges,” Crain’s Chicago Business, (July 24, 2000), at SR16 (“Last Mile is Longest”). C R I T E R I O N E C O N O M I C S , L.L.C. -32- 1. Availability of UNEs With the 1996 Telecommunications Act, the FCC required each ILEC to allow a CLEC to connect to its network at any feasible point by making the incumbent’s UNEs available to the CLEC. Initially, virtually all elements of the ILEC network were available to the CLEC. According to the FCC, UNEs can consist of “loops, network interface devices, local circuit switching, dedicated and shared transport, signaling and call-related data bases, and [the ILECs’] operations support systems.”32 While this set of network components is smaller than the total feasible set of components, it still represents almost all of the ILEC network, and must be made available to a CLEC upon request. This affords a CLEC great flexibility to piece together an unbundled element network platform (UNE-P) through the existing ILEC network. A problem with developing a UNE-P, however, is that ILEC networks were not designed with the knowledge that CLECs would be allowed to immediately interconnect to the network wherever and whenever they desire. As a result, negotiations between a CLEC and an ILEC over network connections can take large amounts of time and resources, frustrating both parties. For example, Qwest and AT&T spent six months negotiating over interconnection issues in Minnesota.33 Another problem with developing a network via UNE-P is that the CLEC strives to compete against an ILEC through superior service. The CLEC cannot, however, offer superior technical service through a UNE-P, as the UNE-P facility relies on the ILEC for its service. The only way that a CLEC can truly offer superior service is by developing its 32. “FCC Makes Decision on Unbundled Network Elements,” Utilities IT, 5(1), at 52 (“FCC Makes Decision”). C R I T E R I O N E C O N O M I C S , L.L.C. -33own network. Some CLECs have attempted to accomplish this task gradually, by first designing a network using the UNE-P and then methodically replacing single elements of the platform with their own facilities.34 While this may appear a compromise between the need to develop a customer base and to provide superior service, it is a risky solution because superior service cannot be provided immediately. In the short term, the CLEC relies totally on the ILEC for its service, whose network was not designed around the business strategy of the CLEC. Thus, product quality in the short term may even decline, resulting in the loss of customers. 2. Resale Discounts Resale is an almost perfect short-run substitute to UNE leasing for the CLEC who wishes to provide many services to customers quickly -- albeit at higher cost. Resale will be used to provide service if the prospective margin from resale is greater than from offering a service based on UNEs. However, even the largest CLECs, with the most potential power and influence to obtain favorably low resale rates, have found resale unprofitable. Shortly after the 1996 Act, AT&T began offering local service through resale to California, Illinois, Michigan, Texas, Georgia, and Connecticut. AT&T received approximately 17 percent resale discounts; nevertheless, the company found that reselling at this rate was unprofitable. Analysts agreed, observing that AT&T’s decision to provide local service through resale was unwise because of the small margins. They added that a better decision would have been to acquire an existing network and to provide service through that network, gaining a more attractive margin in the process. Not surprisingly, 33. “AT&T Files Formal Complaint Against Qwest in Minnesota,” PR Newswire, (March 22, 2001), Financial News Section. 34. Last Mile is Longest, supra note 31, at SR16. C R I T E R I O N E C O N O M I C S , L.L.C. -34AT&T began to pull back from this resale strategy by November of 1997 when it decided to stop enlisting new customers.35 3. Agreements Between ILECs and CLECs Some failing CLECs have attributed their problems to the ILECs, arguing that ILECs have resisted their attempts at interconnection via UNE or resale. To assess the validity of such complaints, I conducted a survey of state public utility commissions (PUCs). Through this survey, I determined that approximately 10,342 interconnection agreements have been completed between an ILEC and a CLEC since the 1996 Act. However, I found only 126 instances in which a CLEC filed a complaint with these PUCs over compliance with the interconnection rules promulgated under the 1996 Act. 36 Thus, formal complaints occur in only about 1 percent of the sample of agreements. In addition, I was able to determine that AT&T, WorldCom, or Sprint filed at least 11 of these complaints.37 These firms have an obvious incentive to state that the ILECs are not complying with the Act, in order to deter ILEC entry into the long distance market, meaning that the true rate of CLEC complaints is likely even lower. The paucity of CLEC complaints surely suggests that difficulties in interconnecting with the ILECs cannot have played a very important role in CLEC failures. 35. Steve Rosenbush, “AT&T Hanging it up in the Local Phone Market,” USA Today, (November 14, 1997), 3B. 36. The number of formal complaints is even less. Some PUCs do not formally track complaints in dockets. When conducting the survey, we asked for numbers on “formal complaints”, but when this was not available, we asked for an estimate of serious complaints. Quite often the person gave a range, say 5 to 10, in which case I took the larger number to make our calculation. Furthermore, I included, whenever possible, arbitration agreements that were specifically filed as CLEC “complaints or disputes” with the PUC, even though the case was, or will be, settled in arbitration. Thus, I can say that no more than 1.2 percent of potential interconnection agreements involve formal dispute, while the actual number is lower than 1.2 percent. 37. This is an underestimate of long distance carrier complaints because I can identify the originator of the complaints in only a few states. C R I T E R I O N E C O N O M I C S , L.L.C. -354. Reciprocal Compensation Reciprocal compensation refers to the fee that one phone company pays to another for completing a local call, as required by the 1996 Act. For example, if a customer using local carrier A places a local call to a customer using local carrier B, then company A must pay company B for completion of the call. The regulation was designed with the assumption that, over the long term, call minutes initiated on A’s lines and completed on B’s lines would equal call minutes placed on B’s lines and completed on A’s lines. The advent of the Internet and dial-up modems has led to enormous debates over reciprocal compensation policy. An Internet subscriber will frequently dial his or her ISP, but the ISP does not call the subscriber. Thus, if the Internet provider receives its connections through a CLEC, the ILEC must pay the CLEC for all of the minutes of Internet connections, but the ILEC will receive no offsetting compensation because there are no calls in the other direction. The CLEC will not have to establish itself as a full local-exchange provider -- it can simply sit between the ILEC and the ISP, and passively hand off calls to the ISP, collecting a windfall of revenues.38 The rates for reciprocal compensation are determined through negotiation or arbitrations supervised by state regulators with the implicit understanding that calls will move in both directions between a CLEC and the ILEC. 39 These rates are generally between two-tenths and nine-tenths of a cent per-minute for a call, but the costs of terminating Internet calls are substantially lower.40 With such a large margin of revenue 38. See: Dave Nichols, “Keeping Internet and Phone Rates Low,” The San Diego Union-Tribune, (November 29, 2000), B7; And Sandra Jones, “A disconnect for phone upstart; Focal sees threat to key sales engine,” Crain’s Chicago Business, (January 8, 2001), at 1. 39. U.S. Federal Communications Commission, “FCC Adopts Order Addressing Dial-up Internet Traffic,” Report No. CC 99-2, (February 25, 1999). 40. Sandra Jones, “A Disconnect for Phone Upstart; Focal Sees Threat to Key Sales Engine,” Crain’s Chicago Business, (January 8, 2001), at 1 (“Disconnect for Upstart”). C R I T E R I O N E C O N O M I C S , L.L.C. -36over cost, it is no wonder that CLECs availed themselves of this opportunity. In late 2000, the average CLEC generated about 10 percent of its revenues from reciprocal compensation, yielding a total of approximately $2 billion per year in CLEC revenue.41 On February 26, 1999, the FCC ruled that calls to an ISP are not subject to reciprocal compensation charges because once the ISP is contacted the call is generally routed to Internet sites in different states, and interstate calls are not subject to reciprocal compensation fees. On March 24, 2000, the United States Court of Appeals for the D.C. Circuit overturned various elements of the FCC ruling.42 Subsequently, the FCC revised its policy, capping reciprocal compensation from ISP-bound traffic and reducing reciprocal compensation rates gradually to 0.07 cents per minute,43 thus sharply reducing a large revenue source for the CLECs.44 For this reason, a CLEC that initially built its business around extracting reciprocal compensation from ILECs is likely to encounter severe difficulties. Furthermore, this firm could lose a competitive edge relative to other CLECs who wisely avoided reciprocal compensation revenues and instead focused on investing in new network components to build a long-lasting customer base and reduce their operating costs. E. The Cable TV Companies I have omitted from the empirical analysis in Section V an entire group of new entrants into local telephony -- the cable television companies -- because I do not have separate revenue data for their cable telephony services. Nevertheless, the experience of 41. Credit Suisse First Boston, Telecom Services—CLECs, (April 11, 2001), 18-19. 42. U.S. Federal Communications Commission, Public Notice FCC 00-227 “Comment Sought On Remand Of The Commission’s Reciprocal Compensation Declaratory Ruling By The U.S. Court Of Appeals For The D.C. Circuit,” (June 22, 2000). 43. U.S. Federal Communications Commission, Order on Remand and Report and Order, Docket Nos. CC 96-98 and CC 99-68, April 19, 2001. 44. FCC Makes Decision, supra note 32, at 52. C R I T E R I O N E C O N O M I C S , L.L.C. -37these companies in offering local telephone service is relevant to any analysis of the first few years of local competition. Cable television companies have a unique opportunity to deliver telephony services to their subscribers over their own facilities. Many of these companies have upgraded their systems for the delivery of two-way services. They simply need to invest in local switches and use regular communications with their subscribers to sell them telephony. As of June 2000, the nation’s cable systems had 67.7 million subscribers.45 Cable service passed approximately 95 percent of all U.S. households. Yet, by the end of 2000 there were no more than 1.1 million of these subscribers who had chosen to purchase telephone service from a cable company—or about 1.6 percent of cable television subscribers.46 The cable companies’ lack of success in offering a competitive local telephone service cannot be attributed to any unfair activities of the ILECs. It must be attributed to the difficulty in competing for residential telephone customers at the low, monthly regulated rates, or to the inability of cable companies to assure subscribers that they are capable of providing a service as reliable as that provided by the incumbent telephone companies. V. EMPIRICAL ANALYSIS OF CLEC PERFORMANCE In order to improve our understanding of the CLECs, I use statistical techniques to gauge the performance of these firms relative to one another. In this manner I can provide a meaningful test of the determinants of CLEC success and failure based on the 45. U.S. Federal Communications Commission, Seventh Annual Report, In the Matter of Annual Assessment of the Status of Competition in the Market for the Delivery of Video Programming, CS Docket 00-132, (January 2001) at ¶ 7. C R I T E R I O N E C O N O M I C S , L.L.C. -38CLEC’s choice of network platform or customer base. Descriptions of the model, estimation technique, data, and variables used in this analysis are contained in the Analytical Appendix at the end of the document. In this section I highlight the main results. I estimate two basic models, one gauged at analyzing the performance of specific firms, and one tailored toward specific business practices of the CLECs. A listing of the CLECs used in my analysis, their choices of network type, their principal customer specialization, and heavy reliance on reciprocal compensation is displayed in Table 5. 46. Local Competition Report, supra note 2. The Commission reports that only 1.125 million CLEC lines are coaxial cable lines. Some of these lines have been installed by a few of the new CLECs, not cable companies. C R I T E R I O N E C O N O M I C S , L.L.C. -39Table 5 Data for Listed CLECs in Sample Firm Network Type Customer Type Reciprocal Adelphia Resale and On-net Business Yes Compensation Allegiance UNE Business Allied Riser Business Advanced Radio Business Avista Corporation Combination US LEC Corp UNE Business CoreComm Ltd. Resale Combination Convergent Business Covad UNE Combination CapRock Resale Business CTC Communications Resale Business Electric Lightwave Inc. On-net and UNE Business Focal UNE Business Yes GST On-net and UNE Business ICG Telecommunications On-net and UNE Business Yes Intermedia UNE Business Yes Inter-Tel Inc. Business ITC DeltaCom Inc. UNE Business McLeod USA Inc. UNE and Resale Combination Metromedia Business Mpower UNE Business Network Access UNE Business Network Plus CP UNE Business NorthPoint Combination North Pittsburgh Combination Net 2000 UNE and Resale Business Net2Phone Business Primus Combination RCN Corp. On-net and Resale Residential RMI.Net Resident RSL Business Rhythms UNE Business SpeedUS.Com Combination Teligent Inc. On-net Business Telocity Residential Time Warner TLC On-net Business World Access Business Winstar Communications On-net/UNE Combination XO Communications On-net/UNE Combination ZTEL Resale Residential Sources: “Telecom Services—CLECs,” Credit Suisse First Boston, (June 5, 2001) at 19; “Telecom Services—CLECs,” Credit Suisse First Boston, (April 11, 2001) at 18; “Analysis of Local Exchange Service Competition in New York State,” New York State Public Service Commission, (December 31, 1999); “Broadband Barometer,” Merrill Lynch, (July 3, 2000), at 4; Company Websites, and SEC Filings. A. Empirical Analysis of Individual CLECs In Appendix 1, I provide a detailed empirical “regression” analysis of CLEC performance. Given that most of these companies are in an early stage of development, it would be pointless to focus on their profitability. Moreover, the market’s assessment of C R I T E R I O N E C O N O M I C S , L.L.C. -40their likely future as reflected in their stock prices has shown wild swings in the past two years as Table 2 showed. Therefore, to gauge the initial success of each CLEC, I examined how it translated investment in fixed assets into revenues. Specifically, I estimated the relationship between revenues in each quarter and fixed assets in the previous quarter. The successful firms should be enrolling customers and realizing revenues as they deploy their networks. Those that fail to attract customers as rapidly are obviously more likely to fail to satisfy investors that they should continue to fund negative cash flows. The results of this initial analysis may be gauged by the relative size of the coefficients in Table 6.47 For example, McLeod, Time Warner, RCN, and Intermedia have positive values, suggesting that they are successful in generating increases in revenues through the addition of fixed assets. However, Rhythms, Covad, NorthPoint, and Teligent have very large negative values, which means that their ability to generate revenues from asset expansion is less than the trend rate in the sector. The latter firms are either in bankruptcy or very close to bankruptcy, while the former are in a much more solid condition. Even though these more successful firms have suffered a decline in market capitalization, they continue to grow and to invest in facilities. C R I T E R I O N E C O N O M I C S , L.L.C. -41Table 6 The Relative Success of Individual CLEC’s in Deploying Capital Adelphia Business Solutions Allegiance Telecom Inc. Allied Riser Advanced Radio US LEC Corp CoreComm Ltd. Convergent Covad CapRock CTC Communications Corp. Electric Lightwave Inc. Focal Communications. GST Telecommunications ICG Telecommunications Intermedia Communications Inter-Tel Inc. ITC DeltaCom Inc. McLeod USA Inc. Metromedia Mpower Network Access Network Plus CP NorthPoint North Pittsburgh Net 2000 Primus RCN Corp. RMI.Net RSL Rhythms SpeedUS.Com Teligent Inc. Telocity Time Warner TLC World Access Winstar Communications Inc. XO Comm. (Nextlink) 0.372 -0.007 -0.132 -0.219 0.027 -0.003 0.057 -0.023 0.051 0.046 0.004 0.018 0.021 0.041 0.065 0.105 0.036 0.088 -0.025 -0.021 -0.083 0.036 -0.063 -0.005 -0.047 0.103 0.034 -0.011 0.124 -0.090 -0.351 -0.091 -0.151 0.026 0.054 -0.051 0.027 Note: Avista is not included in this analysis because it is impossible to separate telecom revenues from revenues of other operations such as electric and natural gas. 47. The full results are shown in the appendix in Table A-3. C R I T E R I O N E C O N O M I C S , L.L.C. -42B. The Effect of Network Design and Customer Strategies The first empirical analysis focused only on the identity of the CLEC. In this section, I report on the results that were obtained from a statistical analysis of the effect of network design and type of customer on the ability of an entrant to translate fixed capital assets into revenues. The results of this analysis, reported in the Appendix, provide strong evidence that building one’s own network is the best entry strategy. Using UNEs to leverage fixed assets into revenues is much less successful in building revenues, and the use of resale -- on average -- produces very poor results. Specifically, the statistical regression analysis shows that CLECs with their own networks are typically able to increase revenues 2.6 percentage point above the average rate of increase for every 1 percent increase in capital assets.48 The use of a combination of their own networks with a substantial share of UNEs or resale generates a 1.4 percentage point increase above the average growth rate in revenues for every 1 percent increase in capital assets. However, using either UNEs or resale or a combination of the two to build its network results in much lower revenue growth. A principal reliance on UNEs generates only a 0.7 percentage point above-average revenue increase for each 1 percent increase in capital assets while resale and a combination of UNEs and resale provides almost no incremental boost in revenues. In short, a mixed strategy of using UNEs or resale, in addition to investment in a CLEC’s own facilities, is far superior to relying on UNEs or resale by themselves. Surprisingly, I find that there is no difference in performance between CLECs that target business customers and those that primarily serve residential customers. C R I T E R I O N E C O N O M I C S , L.L.C. -43Apparently, the few CLECs that address the residential market, such as RCN, do not systematically under-perform the vast majority of CLECs that target the business market, all other factors equal. Finally, reliance upon reciprocal compensation does not contribute significantly to revenue growth -- a surprising result given the limited effort required to obtain such revenues when terminating calls directed toward an ISP. The FCC’s recent decision to revise and reduce reciprocal compensation rates has severely limited the success of this strategy. These results provide strong support for the conclusion advanced above -- namely that the entrant’s best strategy for growth is to build its own facilities. A few, such as McLeod, have succeeded with a resale and UNE strategy, and Intermedia has been relatively successful with a UNE-only strategy, but the statistical results suggest that building one’s own network is likely to be the best way to build revenues. Of course, this does not guarantee that an entrant will ultimately become profitable and survive. Only time will provide the proof of long-term profitability. These results provide no support for the notion that the inability to gain interconnection through UNEs or the transfer of resale customers has impeded CLEC growth. The results simply point out that building one’s own network is likely the best platform strategy for long term revenue growth. Indeed, a mixed strategy of using UNEs or resale with one’s own network appears to work relatively well, but simply relying on the ILEC’s network appears to be a strategy that limits an entrant’s growth. Just changing the nameplate on the service is not typically a very good strategy for attracting customers. 48. These results are shown in Table A-5 in the Appendix. Note that the principal reliance on on-net facilities leads to very low initial revenue growth because of the time required to build one’s own network. Thereafter, the revenue growth of on-net CLECs far outstrips that of their rivals. C R I T E R I O N E C O N O M I C S , L.L.C. -44VI. WHO SUCCEEDED, AND WHY? A. The Most Successful CLECs During the winter of 2001, many public CLECs’ stocks were trading at prices in the single digits, and some firms were even filing for bankruptcy. Despite the problems of some firms, analysts have continued to view Allegiance Telecom, Inc., McLeod USA, Time Warner Telecom, and XO Communications as strong companies49 and have stated that these companies are proof that CLECs can thrive and contribute to a competitive telecommunications marketplace. Furthermore, analysts have attributed these CLECs’ performance to a “…deep knowledge of how to coordinate the physical and administrative change from former Bell company to new carrier.”50 These opinions seem well grounded, as certain CLECs have separated themselves from the rest of the pack over the past few years. Nevertheless, I believe that modifications to the above list are necessary to categorize the firms properly. For reasons I describe below, it is clear that McLeod and Time Warner are the most successful CLECs, with Allegiance closely behind. XO is somewhat below the top three CLECs, along with Intermedia, a firm with a very successful Internet service. The variation in CLEC revenue over time is the first indication of the differences in CLEC performance. Publicly traded CLECs reported average revenues of approximately $45 million in the first quarter of 1998. This figure increased to over $167 million by the third quarter of 2000. Clearly, some CLECs have been growing. Over this same period, however, the variation in CLEC revenues has increased substantially. In the 49. Neil Druker, supra note 10 at 30-32; and Riding up to the Challenge, supra note 10, at G14. 50. Riding up to the Challege, supra note 10, at G14. C R I T E R I O N E C O N O M I C S , L.L.C. -45first quarter of 1998, the standard deviation51 of CLEC revenues was approximately $100 million, but the standard deviation increased to over $440 million by the third quarter of 2000. These numbers reflect the fact that not all CLEC revenues were growing at the same rate. Thus, some CLECs have established themselves as larger companies, with higher rates of expansion, while others remain relatively small. Allegiance, McLeod, Time Warner, and XO have all performed well in this respect. They are all relatively large CLECs, the smallest being Allegiance with revenues of slightly more than $94 million in the fourth quarter of 2000, and all have had consistent revenue growth. Allegiance’s revenues have increased by more than 400 percent since 1998 and by more than 70 percent since the fourth quarter of 1999. McLeod has grown over 100 percent since 1998, and over 32 percent since the end of 1999, boasting total revenues of over $410 million by the end of 2000 and consistent revenue growth of about 10 percent per quarter since 1998. Time Warner has seen its revenues increase by more than 170 percent since 1998, and over 28 percent since the end of 1999, while XO Communications has grown over 213 percent in revenue since 1998 and 91 percent since the fourth quarter of 1999. Of the four firms listed above, it is clear that McLeod and Time Warner are the strongest firms. Both of these firms are fully funded, and have positive earnings before interest, taxes, and depreciation (EBITDA), although their business models are different. McLeod relies heavily on the resale of ILEC services, while Time Warner relies mostly on its own network. I classify Allegiance as a solid firm, but below the level of the above two, because it is not as mature as McLeod and Time Warner. For example, Allegiance 51. Standard deviation is a common statistical tool that measures the spread of the data. Higher numbers correspond to greater spread. C R I T E R I O N E C O N O M I C S , L.L.C. -46reported only $1.2 million in quarterly revenues early in 1998, while McLeod and Time Warner reported $155.7 million and $27.05 million respectively in the same period. Thus, Allegiance was growing quickly in 1998 and 1999, at least in part, because it was a small company in new markets. Allegiance stands out from many other CLECs in its sustained revenue growth through the year 2000, when some CLECs were having difficulties. XO Communications has not been as stable as the other three firms. It has invested in some alternative network platforms, such as fixed wireless, which could prove extremely profitable in the long term, but these investments in unproven technologies place the company at greater risk in the short term. Further, XO has had, until recently, more trouble securing funding than the other three firms. For these reasons, I rate XO below McLeod, Time Warner, and Allegiance. In addition to the above firms, Intermedia is a large firm with $1 billion in annual revenues derived from a mix of Internet, web hosting, local access and voice, and integration services. Intermedia experienced difficulties in December 2000, and its stock price fell to less than $3.7 per share after two quarters of stagnant revenues.52 Since then, the company has rebounded, and its stock has rallied to over $17 per share at a time when most CLEC shares were under severe pressure. Simply put, these CLECs appear to have understood the industry prior to entry, had well devised business models, and developed their networks with the intention of making themselves valuable to their customers. Below, I highlight the specific business strategies that have allowed these firms to succeed. 52. This figure was downloaded from Yahoo Finance. C R I T E R I O N E C O N O M I C S , L.L.C. -471. McLeodUSA McLeodUSA provides local service, long distance service, data service, and voice mail to residents and businesses. McLeod uses a combination of resale, UNE leasing, and new construction in order to serve its customers. While resale has not been a particularly rewarding strategy for most CLECs, McLeod has been able to take advantage of the resale of Centrex services (a bundled service to businesses that predates the 1996 Act in US West and Ameritech States) in order to expand service. McLeod has also been adding CLEC lines and installing its own switches. From the fourth quarter of 1998 to the first quarter of 2001, McLeod reported a 279 percent increase in its total access lines. Since the second quarter of 2000, resale lines as a percent of total lines fell from 70 percent to 67 percent53, and since the fourth quarter of 1998, the number of McLeod owned switches increased from 7 to 50. Thus, the on-net portion of McLeod’s network has increased along with the size of its network.54 In addition, McLeod has expanded by purchasing CapRock Communications.55 2. Time Warner Telecom Time Warner Telecom is a subsidiary of AOL Time Warner. During the first quarter of 1998, Time Warner Telecom reported revenues of approximately $22 million.56 Revenues increased to over $173 million in the first quarter of 2001.57 Individuals at Time Warner Telecom attribute the company’s success to its ability to 53. See “Telecom Services—CLECs,” Credit Suisse First Boston Corporation, (June 5, 2001), 19 and “Telecom Services—CLECs,” Credit Suisse First Boston Corporation, (September 12, 2000), 19. 54. Downloaded from McLeodUSA’s website at (http://www.mcleodusa.com/html/ir/quarterlyreleases.php3) 55. George C. Ford, “McLeodUSA Buys Dallas, Texas-Based Fiber Optic Company to Increase Empire,” The Gazette(Cedar Rapids), (December 8, 2000). 56. Time Warner Telecom was not public in 1998. The 1998 revenue figure is taken from the company’s U.S. Securities and Exchange Commission Form 10-Q, (May, 1999), which lists the first quarter 1998 figure. C R I T E R I O N E C O N O M I C S , L.L.C. -48maintain its strategy, adding that adopting new technology because it is “in vogue” can hurt a CLEC.58 Time Warner has also engaged in prudent business and financial actions in order to improve the firm. First, Time Warner bought a bankrupt CLEC, GST Communications, for $690 million on January 10, 2001. The acquisition of GST was a sensible decision because it allowed Time Warner to grow in a calculated manner. Prior to January of 2001, Time Warner had been growing very methodically through the construction of its own facilities. In the first quarter of 2001, its total access lines were comprised of 81 percent of on-net lines and 19 percent resale lines,59 and it offered service in 23 markets by December 2000.60 Thus, the firm’s strategy was to build its own network in major markets, taking advantage of large, regulated margins in those markets, while offering lower cost service with new technology. When GST began to experience financial difficulties, Time Warner saw the acquisition of GST as an opportunity to expand at an accelerated rate and discounted cost. Prior to the acquisition, GST’s network consisted of approximately 50 percent onnet lines, and 50 percent UNE lines, well above the industry average of 36 percent on-net lines.61 Thus, GST had already taken the time and energy to build a large portion of their network. Furthermore, GST’s operations covered 49 cities by the fourth quarter of 1999.62 Time Warner was able to acquire a bankrupt company whose current network largely reflected what Time Warner would have built on its own years hence. 57. Time Warner Telecom, U.S. Securities and Exchange Commission, Form 10-Q, (May, 2001). 58. Riding up to the Challenge, supra note 10, at G14. 59. “Telecom Services—CLECs,” Credit Suisse First Boston Corporation, (June 5, 2001), at 19. 60. “Time Warner Telecom Expands Network to Columbus Suburbs,” (December 11, 2000), Downloaded from Time Warner’s website at (http://www.twtelecom.com/jsp/allnews.jsp). 61. “Telecom Services—CLECs,” Credit Suisse First Boston Corporation, (September 12, 2000), at 19. 62. GST Telecommunications, U.S. Securities and Exchange Commission, Form 10-K, (March, 2000), at 3. C R I T E R I O N E C O N O M I C S , L.L.C. -49Another successful Time Warner strategy was its financing of the GST acquisition. Amid an increase of the value of Time Warner’s stock in January of 2001, it sold shares in the firm to raise over $480 million. Furthermore, the demand for junk bonds was rising simultaneously with the value of Time Warner’s stock, and the firm used this opportunity to sell $400 million of their junk bond holdings at attractive prices. Through these deals, the company paid for its purchase of GST and reduced the riskiness of its balance sheet. 3. Allegiance Telecom, Inc. Allegiance Telecom, Inc. is a CLEC that offers “state-of-the-art telecommunications products - voice, data and Internet - all from a single source on one affordable bill.”63 Allegiance began operations out of Dallas, TX in 1998, and filed its first form 10-Q with the U.S. Securities and Exchange Commission after the first quarter of 1998, reporting revenues of approximately $1.2 million. Since that time, its revenues have grown to over $94 million in the fourth quarter of 2000,64 and the company has expanded its operations to the top 28 markets in the United States.65 Furthermore, analysts predict that Allegiance has obtained sufficient investment funding to sustain it until it begins to report positive earnings.66 As a result, analysts view Allegiance as one of the top CLECs in the industry.67 One of the keys to Allegiance’s success has been its strategic use of the existing ILEC network in building its own network. Allegiance leases last mile access lines from 63. Downloaded from Allegiance’s website at (http://www.algx.com/about_main.php). 64. Allegiance Telecom, Inc., U.S. Securities and Exchange Commission Form 10-Q, (November 14, 2000), 4. 65. Downloaded from Allegiance’s website at (http://www.algx.com/news/san_antonio.php) 66. Neil Druker, supra note 10, at 31. 67. Riding up to the Challenge, supra note 10, at G14 C R I T E R I O N E C O N O M I C S , L.L.C. -50ILECs, and then builds its own equipment on either side of the last mile line.68 Leasing last mile lines (UNEs) can accelerate growth in service deployment, and quicken the development of a customer base when the CLEC first starts operation. In addition, building equipment on either side of the last mile line can significantly improve service and lower cost because some ILEC components can be outdated and unreliable. Thus, when Allegiance leases a network component from the ILEC, the company also installs new cost-effective components in order to improve product quality and lower costs.69 Thus, Allegiance has succeeded not by repackaging and reselling ILEC services; rather, Allegiance has solidified its presence in the telecommunications industry by upgrading and improving the ILEC network in order to offer customers cheaper service with superior quality. B. The Second Tier of CLECs McLeod and Time Warner are clearly leading the CLECs, and Allegiance is not far behind. In addition to these three firms, there are other CLECs that are successful, but at least presently, to a lesser degree. Two of these firms are XO Communications and Intermedia. Both firms have been successful in portions of their operations, but less successful in others, accounting for their rating in the second tier of CLECs. 1. XO Communications (Formerly Nextlink Communications) Nextlink Communications was a CLEC providing Internet access to small and medium sized businesses through a fixed wireless network. From the first quarter of 1998 to the fourth quarter of 1999, the firm’s revenue increased from approximately $26.5 68. Neil Druker, supra note 10, at 31. 69. Id. C R I T E R I O N E C O N O M I C S , L.L.C. -51million to approximately $90 million.70 Furthermore, Nextlink’s network contained 26 percent on-net lines and 74 percent UNE lines in the second quarter of 2000.71 Thus, the firm was not relying wholly on ILEC elements in order to provide service. The aggressive nature of its expansion set Nextlink apart from other CLECs. First, Nextlink invested in LMDS spectrum licenses so it could supply customers with service via a fixed wireless technology. Through this technology, antennas are placed on the customer’s roof, and signals are then sent to a hub station. The advantage of wireless is that the last mile access problem can be avoided, and installation is quicker (approximately 5 days as opposed to 30 days with wireline installation). 72 In January 2000, Nextlink announced the purchase of Concentric Network Corporation. This acquisition allowed Nextlink to expand its local and long distance telephone service to provide high-speed Internet connections for business.73 Nextlink, which became XO Communications shortly after acquiring Concentric, was able to expand from 49 markets in early 2000 to 60 by February of 2001, and it even expanded telephone service to Canada and Europe. Furthermore, XO Communications states that it has always procured the requisite funding 12 to 18 months prior to any expansion in order to maintain the strength of the company.74 This allows XO to continue its aggressive approach to expansion, which is one reason why it is viewed as a solid competitor. 70. Nextlink Communication, U.S. Securities and Exchange Commission, Form 10-Q and 10-K, (May, 1998 and March 2000). 71. “Telecom Services—CLECs,” Credit Suisse First Boston Corporation, (September 12, 2000), at 19. 72. Last Mile is Longest, supra note 31, at SR16. 73. “Nextlink Pays $2.9 Billion for Concentic Network,” The Buffalo News, City Edition (January 10, 2000), 1C. 74. Riding up to the Challenge, supra note 10, at G14. C R I T E R I O N E C O N O M I C S , L.L.C. -52XO’s rapid expansion, however, caused it eventually to fall behind in required funding. The company did have problems in gaining new sources of finance early in 2001, but it recently procured sufficient funding to continue into the year 2003.75 XO’s long-term value will depend in part on whether its wireless network proves as effective in transferring data as the more conventional fiber networks. If so, XO’s assets will add substantial value to the industry well into the future. If not, then the firm’s value will be downgraded. XO’s strength is shown by the fact that it can still obtain funding from a financial market that has shown considerable skepticism toward telecommunications firms. Its somewhat unconventional network choice (which could more than pay off in the long term) and its somewhat overzealous expansion plans make it a less vibrant firm than the three described above. 2. Intermedia Intermedia is being purchased by World Com. 76 Intermedia has struggled even though it has consistently been able to effectively deploy new capital assets to produce revenue (see Table 6). Its success derives largely from its 54 percent ownership of the valuable web hosting company, Digex, which has contributed substantially to its recent growth in revenues. Intermedia’s results for the fourth quarter of 2000 show that revenue from data transfer and web hosting grew at approximately 14 percent per quarter during the year 2000. At the same time, Intermedia’s revenues in the area of voice and local access actually declined.77 Intermedia attributes this decline in voice and local revenue to its earlier reliance on reciprocal compensation. Specifically, total revenues fell from 75. “XO Gets Financing into 2003, Shares Surge,” Reuters, (April 26, 2001). 76. See Table 3 and Appendix 2. C R I T E R I O N E C O N O M I C S , L.L.C. -53$261.7 million to $247.4 million between the first and second quarters of 2000. Revenues net of reciprocal compensation increased during this time period, rising from $229.8 million to $239.4.78 Clearly, Intermedia made a strategic error in relying too heavily on reciprocal compensation revenues, but it made a wise decision in targeting data exchange and web hosting as a large portion of its business. The incremental value of Intermedia to the market—and to MCI WorldCom—lies largely in its web hosting business. VI. WHO FALTERED, AND WHY Time Warner acquired GST after GST filed for chapter 11 bankruptcy protection. ICG Communications also filed for chapter 11 protection shortly thereafter. 79 Recently, several other CLECs have filed for bankruptcy protection (see Table 3), and 10 publicly traded CLECs have experienced negative revenue growth since the fourth quarter of 1999. The most common problems that have plagued these unsuccessful CLECs have been over expansion -- leading to poor quality, reliance on resale, and reliance on reciprocal compensation. A. ICG Communications, Inc. ICG Communications, Inc. filed for chapter 11 bankruptcy in September 2000.80 Shortly before this event, ICG’s stock value had declined 60 percent, and the company reduced its expectations of revenue for the year 2000, citing customer service problems 77. Downloaded from Intermedia (http://www.intermedia.com/company/press/release.cfm?releaseid=400). 78. “Telecom Services—CLECs,” Credit Suisse First Boston, (April 11, 2001), at 11. 79. ICG Files for Bankruptcy, supra note 7, at 1B. 80. Id. C R I T E R I O N E C O N O M I C S , L.L.C. at -54as a reason for the revenue shortfall.81 When asked to comment on ICG’s recent performance, Andrew Morley of Level 3 Communications stated, “you need to know who your customers are, know why you serve them and remember they are your No. 1 priority. That’s where I think ICG took its eye off the ball.”82 In explaining why ICG had problems with customer service, analyst Dave Heger of A.G. Edwards said that “the company put in all [those] lines and a lot of them must not have been working right. Now you have major customers saying they may pull their business.” 83 Thus, industry sources believe that over expansion was a major problem in the case of ICG, leading to poor product quality, and eventually lost business. These views of ICG’s problems are supported by data on its revenue and accessline growth from 1998 to the third quarter of 2000. During this time period, ICG’s average revenue growth was approximately 9.1 percent per quarter, while average line access lines growth was approximately 19 percent per quarter. ICG was extracting less money for each access line in its network over this time period. 84 This was typical of the CLECs in general, as revenue per line for even the highest performing CLECs decreased approximately 3 to 4 percent per quarter from 1999 to 2001.85 ICG suffered a 56 percent decline in revenue per line over this time period, confirming that over expansion was the principal cause of ICG’s problems. The more successful CLECs suffered much smaller 81. KW Meyers, “ICG Troubles Offer Lesson for the Industry,” Denver Rocky Mountain News, (September 25, 2000), 11B. 82. Id. 83. Heather Draper, “ICG’s Tumble a Wake-up Call to Telecom Firms,” Denver Rocky Mountain News, (September 24, 2000), 1G. 84. Revenue figures are obtained from U.S. Securities and Exchange Commission, Forms 10-Q and 10-K. 85. See “Telecom Services—CLECs,” Credit Suisse First Boston, (June 5, 2000), at 15 and “Telecom Services—CLECs,” Credit Suisse First Boston, (June 5, 2001), at 15. C R I T E R I O N E C O N O M I C S , L.L.C. -55declines in revenues per line, and one -- Allegiance -- actually experienced an increase in revenues per line over this period. B. CTC Communications Another CLEC that relies heavily on resale is CTC Communications. CTC provides local and long distance telephone, and high-speed data services,86 and it leases 97 percent of its network lines through resale agreements. CTC has been very aggressive in adding capital assets. In the first quarter of 1998 CTC reported only $1.7 million in capital assets, but it expanded steadily to over $195 million in assets by the fourth quarter of 2000. During the period, revenues were rising steadily from $12.8 million to $62.3 million. Thus, capital assets were growing at about 43 percent per quarter, while revenues were growing at about 14 percent per quarter. Given the difference in the growth rate of assets over revenues, CTC has now revised its business model, adding new lines only after it has signed on new customers.87 The revised plan was announced at a time when CTC’s stock price had fallen from a high of over $50 to around $5. Over-expansion is clearly a major source of CTC’s problems, and this is obviously one of the reasons for its new deployment strategy, but another problem is its reliance on resale. A simple resale strategy has caused serious problems for many CLECs, most notably AT&T. If AT&T finds resale unprofitable, then there is no reason to think that a smaller firm, such as CTC, would be able to build a sustainable business by reselling ILEC services. 86. CTC Communications Corp., U.S. Securities and Exchange Commission, Form 10-K, (June 29, 2000), at 1. 87. Too Many Lines, supra note 27, at 20. C R I T E R I O N E C O N O M I C S , L.L.C. -56C. Teligent On May 21, 2001 Teligent filed for Chapter 11 bankruptcy protection. Trading of the firm’s stock was halted on NASDAQ at 56 cents per share. Fourteen months prior to the bankruptcy filing Teligent’s stock was trading at nearly $100 per share, and the firm was seen as potentially one of the most powerful CLECs in the industry. 88 The sharp drop in its stock price left Teligent unable to secure sufficient funding to remain solvent. The crash in Teligent’s stock price, and the subsequent financial squeeze left the company over $1.6 billion in debt, more than $800 million of which derived from year 2000 operations.89 The reason for Teligent’s failure was over-expansion, but of a type different from most other CLECs. Teligent’s business model was to provide voice and data services over a fixed wireless system, thus avoiding the last mile access problem that plagued so many CLECs. A fixed wireless system consists of a rooftop antenna that transmits a radio signal to a receiver outside of the building. Data is then transferred to and from the end user to the telecom’s optical network over the air rather than through copper wires. This strategy avoids the last mile access problem, but it can be very costly.90 Teligent ran into problems when it tried to build networks in large numbers of new markets all at once and relied too heavily on debt financing for the necessary capital expenditures. Many of Teligent’s new markets might have eventually been very profitable because it would have offered a service far different from that of the ILECs, but its poor debt management resulted in a financial squeeze and subsequent bankruptcy. 88. Yuki Noguchi, “Teligent Files for Chapter 11 Protection; Move Adds to Doubt On Broadband’s Role,” Washington Post, (May 22, 2001), at E1. 89. Elizabeth Douglas, “Teligent Is Latest Telecom to Fail, File for Chapter 11,” Los Angeles Times, (May 22, 2001) at Business, Part3, 3. C R I T E R I O N E C O N O M I C S , L.L.C. -57The lesson to be taken from Teligent’s failure is that building local networks takes time, and that markets must be added at reasonable rates so that profits from existing markets can ease the cost of adding new markets thereby avoiding a drain of capital reserves. D. NorthPoint Communications Before declaring bankruptcy and then selling its network assets to AT&T in March 2001, NorthPoint Communications was one of the largest DSL providers in the nation with approximately 100,000 customers. NorthPoint’s business model was to be a be a wholesale supplier of DSL, using ILEC UNEs and selling the service to Internet service providers who in turn enrolled the end users.91 This business model may have made sense to the extent that NorthPoint could have captured a better margin by being the initial producer of the service while avoiding the costs of retailing. Unfortunately, the bursting of the Internet bubble in the stock market led to financial constraints on NorthPoint’s clients, such as Telocity. As a result, NorthPoint had to revise downward its third quarter 2000 earnings statement, reducing reported revenue from $30 million to $24 million because about 30 percent of NorthPoint’s clients where delinquent in paying their bills.92 After the revised earnings statement, Verizon promptly cancelled a deal to purchase NorthPoint due the company’s financial disarray.93 By the time the Verizon deal had fallen through, the capital markets had sharply reduced the flow of funds to the failing Internet firms. NorthPoint was consequently left with a partially completed network and a huge shortfall of capital funding because it had not pursued additional 90. Id. 91. Elizabeth Douglas, “100,000 Subscribers of NorthPoint DSL Face Disconnection,” Los Angeles Times, (March 28, 2001) at C3 (“NorthPoint DSL Face Disconnection”). C R I T E R I O N E C O N O M I C S , L.L.C. -58financing, counting on the Verizon deal to be completed.94 NorthPoint was forced to file for bankruptcy protection, and eventually to sell its network elements to AT&T. Interestingly enough, in the AT&T deal with NorthPoint, AT&T required NorthPoint to suspend operations, ensuring that it would not have to honor contracts with NorthPoint’s ISP clients. AT&T stated that it preferred to offer the entire service itself, rather than acting as a wholesale agent of DSL service. 95 By providing the entire DSL service itself, AT&T was avoiding the problem that brought NorthPoint down, namely the failure of Internet service providers to pay their bills. E. Focal Communications In 1997, Focal Communications derived over 80 percent of its total revenues from reciprocal compensation. With uncertainty looming over a possible FCC decision to reduce reciprocal compensation, Focal was forced reduce its dependence on these revenues. Focal reduced its reliance on reciprocal compensation to 30 percent of revenues in the year 2000, and hopes to reduce this figure to 15 percent of revenues in 2001. These efforts were not sufficient to keep its stock price from declining by 80 percent in the first half of the year 2000 as the financial markets reflected a continuing concern over cash flow problems stemming from reliance on reciprocal compensation.96 Other companies have recognized the folly of building a business strategy on the arbitrage opportunities presented by reciprocal compensation. For example, Intermedia Communications reduced its expectations of revenue in 2000 as a result of expected 92. Peter S. Goodman, “Verizon Terminates Deal to Buy Stake in NorthPoint,” Washington Post, (November 30, 2000), at E9 (“Verizon Terminates Deal”). 93. NorthPoint DLS Face Disconnection, supra note 91, at C3. 94. Verizon Terminates Deal, supra note 92, at E9 95. NorthPoint DLS Face Disconnection, supra note 91, at C3. 96. Disconnect for Upstart, supra note 40, at 1. C R I T E R I O N E C O N O M I C S , L.L.C. -59changes in reciprocal compensation fees.97 The expected change in fees came as a result of state court rulings recommending the reduction of reciprocal compensation rates. This reduction in expected revenues from reciprocal compensation was cited as one reason why Broadwing abandoned its negotiations to buy Intermedia. As a result, the value of Intermedia’s shares fell 14 percent in one day.98 Possibly a bigger problem than the direct loss of revenues from reciprocal compensation is the indirect loss of revenues from poor network design resulting from reliance on reciprocal compensation revenues. Focal initially designed its network around extracting reciprocal compensation revenues. As a result, 100 percent of Focal’s access lines were UNE lines, while the industry average was approximately 33 percent UNE and 36 percent on-net in the second quarter of 2000.99 Focal’s CLEC competitors were adding their own components and building their own lines while Focal continued to lease UNEs from the ILECs. This is a poor business strategy because Focal is even now unable to offer product quality different from the ILECs while some CLECs are able to offer superior service. In the long term, customers are more likely to prefer a CLEC to an ILEC if the CLEC can offer better service, lower cost, or a combination of the two. Focal is unable to offer service or cost improvements over the ILECs, because Focal’s entire network is based on UNEs. 97. Intermedia Communications Inc., U.S. Securities and Exchange Commission, Form 10Q, (November 14, 2000), 14. 98. Kris Hundley, “Intermedia Revenues Come Up Short,” St. Petersburg Times, (July 12, 2000), E1. 99. “Telecom Services—CLECs,” Credit Suisse First Boston, (Sept. 12, 2000), at 19. C R I T E R I O N E C O N O M I C S , L.L.C. -60VII. CONCLUSION The empirical analysis reported in Section V and the snapshots of the successful and unsuccessful CLECs in Section VI point in the same direction. Those entrants who deliberately built out their own networks, carefully analyzing competition and consumer demand prior to entry, were able to increase revenues and continue to attract capital. Several of the more successful CLECs combined resale and the leasing of unbundled network elements with the construction of their own networks, but none of these firms rely exclusively on UNE or resale, and these firms added more facilities based elements over time in order to improve upon the product the ILECs offer. The fact that some firms, such as McLeod and Allegiance, were able to employ a resale and/or UNE strategy as part of their business plan provides strong refutation that the large incumbent telephone companies are in some way responsible for the recent spate of CLEC failures. Since December 1999, the CLEC share of the nation’s access lines has expanded rapidly. As of December 2000, the CLECs had 8.5 percent of the country’s access lines and were growing rapidly. Unfortunately, many of the entrants were not able to survive the large decline in the market for high-technology equity shares that began in March 2000. These companies generally had faulty business plans that were exposed when a declining stock market severely reduced their ability to raise capital. The ensuing shakeout of entrants has been described as “only natural” by the chairman and CEO of Allegiance, who pointed out that the overheated capital markets of 1999 and early 2000 created an environment in which “no business plan [was] to weak or management team to C R I T E R I O N E C O N O M I C S , L.L.C. -61inexperienced to get funded.”100 Even industry veterans agree that the recent spate of CLEC failures is due to their own failings. Virtually every exercise in deregulation or market liberalization leads to a wave of entry followed by a wave of bankruptcies. This was the experience in trucking and airline deregulation—two industries in which technology has been rather stagnant. Given the rapid changes in technology in telecommunications and the fact that there are few historical models of competition in local telephone service, the likelihood of failed entry is surely much greater in this market. Nevertheless, the good news is that some entrants are succeeding and growing and that local markets are steadily become more competitive. 100. “CLEC Representatives Have Doubts About FCC’s ‘Recp Comp’ Order,” TR Daily, May 15, 2001. C R I T E R I O N E C O N O M I C S , L.L.C. -62APPENDIX 1. ECONOMETRIC ANALYSIS OF CLECS A. Analysis of Individual, Publicly Traded CLECs To analyze the performance of individual CLECs and the industry as a whole, the ideal model would attempt to analyze the determinants of access line and revenue growth. Unfortunately, the only data available on the individual CLEC networks are the data that the CLECs supply themselves. Obviously, the incentive here is for strong CLECs to publish fairly detailed data on their networks, while the weaker firms report little, if any, line numbers. For this reason, I formulate a model of CLEC performance that can be applied to the publicly available data. Specifically, I am interested in the rate at which CLECs convert investments in assets into revenues and the importance of the CLEC’s network design and choice of customers—business or residential— in that conversion process. To be specific, I begin by differentiating a specific CLEC from others with an index, i. I also refer to time periods in quarters with the index t. I define the logarithm of a firm’s revenues in time period t as lrevt. Similarly, I define the logarithm of a CLEC’s capital assets in time period t as lcapt. Letting N denote the total number of CLECs in the analysis, I create dummy variables—that is, variables taking on the values of 1 or 0, to indicate the specific CLEC that the data points correspond to. I write the N-1 dummy variables as follows: CLECt1 = 1 if the data correspond to the 1st CLEC, 0 otherwise CLECt2 = 1 if the data correspond to the 2nd CLEC, 0 otherwise CLECtN-2 = 1 if the data correspond to CLEC #N-2, 0 otherwise CLECtN-1 = 1 if the data correspond to CLEC #N-1, 0 otherwise C R I T E R I O N E C O N O M I C S , L.L.C. -63The first equation estimated is: lrevt = a0 + a1lcapt-1*CLEC(t-1)1 + a2lcapt-1*CLEC2(t-1)2 + . . . + aN-2lcapt-1*CLEC(t-1)N-2 + aN-1lcapt-1*CLEC(t-1)N-1 + ut (1) In equation 1, a0, a1, a2, . . . aN-2, aN-1 are the parameters to be estimated and ut is an error term that is drawn from a random sample in each quarter. Equation 1 allows for the possibility that each CLEC has a different rate of converting capital assets into revenues. An efficient CLEC will have a rapid rate of conversion and hence a large, positive regression coefficient. For example, suppose that the 3rd CLEC is particularly efficient. In this case, a3 will be a large positive number. On the other hand, if the 10th CLEC is inefficient, then a10 would be close to zero, or even negative. B. Analysis of CLEC Business Models The above analysis compares the performance of one CLEC to another, but gives little, if any, insight to the business practices that lead to a CLEC’s eventual success or failure. To measure the effects of business strategy on performance, I estimated another regression, this time grouping the CLECs based on network platform, customer base, and use of reciprocal compensation. I begin by defining a number of dummy variables for quarter t, shown in Table A-1. C R I T E R I O N E C O N O M I C S , L.L.C. -64Table A-1 Dummy Variables Used in the Regression Analysis Variable Definition UNE 1 if the CLECs main line type is UNE 0 otherwise 1 if the CLEC’s main line type is resale 0 otherwise 1 if the CLEC’s main line type is On-net 0 otherwise 1 if the CLEC’s network is split roughly between on-net and UNE or on-net and resale 0 otherwise Resale On-net Facility 1 if the CLEC’s network is split roughly between UNE and resale 0 otherwise 1 if the firm targets business customers 0 otherwise 1 if the firm targets residential customers 0 otherwise 1 if the firm is known to rely on reciprocal compensation revenues 0 otherwise UNEResale Business Residence RecipComp I then use these dummy variables in the model of lagged capital assets regressed on revenues. I estimate and equation similar to equation, but I exclude the firm specific dummy variables and include the business specific dummy variables. This is formally written in equation 2 that follows: lrevt = b0 + b1lncapt-1 + b2lcapt-1*Onnet +b3lcapt-1Une + b4lcapt-1*Resale + b5lcapt-1*Facility + b6lcapt-1*Business + b7lcapt-1*Residence + b8lcapt-1*RecipComp + b9Onnet + b10UNE + b11Resale + b12Facility + b13Business + b15RecipComp + et C (2) R I T E R I O N E C O N O M I C S , L.L.C. b14Residence + -65The parameters b0, b2, . . . , b10, b15 are the regression coefficients to be estimated. Note that the variables lcapt-1*UNEResale and UNEResale are excluded from the above equation. The effect of UNEResale on lrev, though both the slope and constant term, is calculated by setting the dummies Onnet, Une, and Resale equal to zero. To be clearer, the parameter b1 gives the slope coefficient for a facilities based CLEC that serves a combination of both residential and business customers, while the parameter b0 gives the constant term for that CLEC. In equation 2, a large, positive coefficient on b2 would mean that on-net platforms lead to larger rates of conversion of capital assets to revenues than for UNE. Alternatively, a negative value for b5 would mean that the transfer of capital to revenues tends to be poor for a CLEC that targets only residential customers. C. The Data To estimate equations 1 and 2, I use quarterly financial data from 1998 to 2000 reported to the SEC for a list of publicly traded CLECs. Not all CLECs in my sample were publicly traded during all quarters in this time frame. Some CLECs had their initial public offerings after 1998, and some CLECs were either bought out or filed for bankruptcy before the end of 2000. For this reason my total number of observations for the lrev variable is 431. Further, I am able to find only 372 observations for lcap, resulting in a regression sample of 331 observations after lagging lcap one quarter.101 Below, I include summary statistics for each of my regression variables. Table A-2 includes summary statistics for the full regression sample, while Table A-3 includes 101. The 372 observations of lcap do not all have corresponding observations of lrev. Thus, the number of lost observations due to lagging lcap is less than the number of firms in the sample. C R I T E R I O N E C O N O M I C S , L.L.C. -66summary statistics for the reduced sample of 221 observations where I was able to identify the type of network platform. Table A-2 Sample Characteristics of Variables in Analysis, Sample of 331 Observations Variable lrevt 17.084 Standard Deviation 2.078 lcapt – 1 18.863 Onnet*lcapt – 1 Mean Minimum Maximum 9.286 19.832 1.557 14.347 21.574 1.2502 4.814 0 20.530 UNE*lcapt – 1 5.0134 8.372 0 21.444 Resale*lcapt – 1 1.5226 4.937 0 19.863 Facility*lcapt – 1 4.2559 8.309 0 21.574 UNEResale*lcapt – 1 .8321 3.981 0 21.364 Business*lcapt – 1 12.631 9.004 0 21.456 Residence*lcapt – 1 1.432 4.939 0 21.262 RecComp*lcapt – 1 2.3195 6.464 0 21.444 Onnet .0634 .244 0 1 UNE .2659 .442 0 1 Resale .0876 .283 0 1 Facility .2085 .406 0 1 UNEResale .0423 .202 0 1 Business .6677 .472 0 1 Residence .0785 .269 0 1 RecComp .1148 .319 0 1 C R I T E R I O N E C O N O M I C S , L.L.C. -67- Table A-3 Sample of 221 Observations Where Network Type is Known Variable Standard Deviation 1.555 Mean Minimum Maximum 10.937 19.831 14.347 21.574 lrevt 17.413 lcapt – 1 19.282 1.503 Onnet*lcapt – 1 1.872 5.796 0 20.530 UNE*lcapt – 1 7.509 9.291 0 21.444 Resale*lcapt – 1 2.280 5.901 0 19.863 Facility*lcapt – 1 6.374 9.487 0 21.574 UNEResale*lcapt – 1 1.246 4.823 0 21.364 Business*lcapt – 1 13.735 8.776 0 21.444 Residence*lcapt – 1 1.399 5.036 0 21.262 RecComp*lcapt – 1 3.474 7.658 0 21.444 Onnet .0950 .294 0 1 UNE .398 .491 0 1 Resale .131 .338 0 1 Facility .312 .464 0 1 UNEResale .063 .244 0 1 Business .715 .452 0 1 Residence .072 .260 0 1 RecComp .171 .378 0 1 D. Estimation Technique I use the technique of ordinary least squares (OLS), a statistical method that is widely used to estimate the parameters of linear equations, to estimate equations 1 and 2. To give a formal description of the OLS estimator in this particular case, define Y as a T*N x 1 column vector of data for the variable lrev. T is the number of time periods, and N is the number of CLECs. Next, define X as a T*N x K vector of observations for the C R I T E R I O N E C O N O M I C S , L.L.C. -68right hand side variables, where K is the number of these variables. For example, in equation 1, K is equal to N, because there are N-1 firm specific dummy variables, in addition to a constant term. Finally, define U as a T*N x 1 vector of error terms drawn from a random sample with zero mean. Then we can write the equation Y = XB + U (3) In equation 3, B is a K x 1 vector of regression coefficients that we attempt to estimate. The OLS estimator for B, call it ß, is the vector of parameter estimates yielding a line that minimizes the sum of squared error terms. In equation form, this estimator is written as: ß = (X’X)-1X’Y (4) Thus, I apply equation 4 to the relevant data to obtain my estimates of the linear coefficients of interest. E. Regression Results 1. Controlling for Individual Firms The results of the first regression analysis are presented in Table A-4. Note that I do not include a few publicly traded CLECs such as Universal Access, Choice One, or Pac West because their initial offerings where not until the year 2000 and there is little data for these firms. For most other public CLECs, however, I do have sufficient observations to conduct the analysis. Note the highly negative and statistically significant estimated coefficients for firms such as SpeedUS.com, Advanced Radio, Allied Riser, and Telocity. These results mean that increases in the capital assets by these firms did not translate into increases in revenues. Not surprisingly, these firms are all performing poorly. SpeedUS.com has stock prices of about 60 cents per share, down from a 52 week C R I T E R I O N E C O N O M I C S , L.L.C. -69high of $8, and Allied Riser’s stock currently trades at around 70 cents per share, down from $20.50 per share. Trading on Advanced Radio has been halted , and Telocity was bought by Hughes at share prices 82 percent below its IPO value.102 The estimated coefficients for the two strongest CLECs, Time Warner and McLeod both have positive coefficients, as one would expect. Note, however, that a number of CLECs that are currently performing poorly have positive and statistically significant coefficients, and therefore, this analysis does not fully sort out the successful from the unsuccessful firms. Nonetheless, it does provide insight into a single problem that contributed to the failure of some of these firms. 102. See Table 3, and Appendix 2. C R I T E R I O N E C O N O M I C S , L.L.C. -70Table A-4 The Productivity of Capital Assets in Generating Revenues Variable Estimated Coefficient Lagged Log Cap Assets ------Adelphia Business Solutions 0.372 for: Allegiance Telecom Inc. -0.0072 Allied Riser -0.132 Advanced Radio -0.219 US LEC Corp 0.027 CoreComm Ltd. -0.0026 Convergent 0.057 Covad -0.023 CapRock 0.051 CTC Communications Corp. 0.046 Electric Lightwave Inc. 0.0042 Focal Communications. 0.018 GST Telecommunications 0.021 ICG Telecommunications 0.041 Intermedia Communications 0.065 Inter-Tel Inc. 0.105 ITC DeltaCom Inc. 0.036 McLeod USA Inc. 0.088 Metromedia -0.025 Mpower -0.0201 Network Access -0.083 Network Plus CP 0.036 NorthPoint -0.063 North Pittsburgh -0.0048 Net 2000 -0.047 Primus 0.103 RCN Corp. 0.035 RMI.Net -0.011 RSL 0.124 Rhythms -0.090 SpeedUS.Com -0.351 Teligent Inc. -0.091 Telocity -0.151 Time Warner TLC 0.026 World Access 0.054 Winstar Communications -0.051 XO 0.027 Inc. Comm. (Nextlink) ZTEL -0.005 Non Firm Specific: Time Trend 0.137 Constant Term 9.05 Sample Size R2 (goodness of fit) C White-Huber t-statistic ------4.46 -0.29 -4.03 -7.45 1.04 -0.08 1.93 -0.88 1.81 1.63 0.18 0.71 0.89 1.76 2.81 3.71 1.53 3.77 -1.07 -0.53 -2.71 1.30 -2.33 -0.19 -1.28 4.29 1.49 -0.29 5.13 -3.24 -10.14 -3.79 -4.09 1.10 1.95 -2.16 1.18 -0.15 5.61 5.91 331 0.81 R I T E R I O N E C O N O M I C S , L.L.C. -712. Analysis of Business Practices While the above analysis gives insight into the efficiency—or non-efficiency, as the case may be—of specific CLECs in converting capital investments into revenues, it does not provide insight into why a CLEC will succeed or fail. In order to better determine a CLEC’s likely outcome, I now take into account a number of specific business practices that should affect a CLEC’s performance. To be specific, I include information on resale, UNE leasing, reciprocal compensation, and the customer base (business, residential, or both). This information is incorporated into the regressions through the use of dummy variables, previously described in Table A-1. Additionally, I multiply these dummy variables by the lagged logarithm of capital assets, an estimation technique that is tantamount to simultaneously estimating a different linear relationship for each type of CLEC. If a firm targets both businesses and residents, the “Business” and “Residence” dummy variables are both assigned a value of zero. The characteristics of these firms are obtained from analysts’ reports, financial reports to the SEC, or other public information. In addition, the UNE, Resale, and On-net variables are based on data from statistics provided in the Telecom Services—CLECs report published by Credit Suisse First Boston in April 11, 2001 and June 5, 2000. My characterization of the CLEC for each of these variables is in Table 5 in the text. C R I T E R I O N E C O N O M I C S , L.L.C. -72Table A-5 The Role of Business Practices in Generating Revenues (Dependent Variable: Log Revenue in period t) Variable Estimated Coefficient 0.275 lcapt – 1 T-stat White-Huber T 1.80 0.75 Onnet*lcapt – 1 2.602 7.53 6.71 UNE*lcapt – 1 0.717 3.61 1.90 Resale*lcapt – 1 0.272 1.26 0.70 Facility*lcapt – 1 1.352 4.67 2.46 Business*lcapt – 1 -0.126 -1.00 -1.07 Resident*lcapt – 1 0.220 1.14 0.76 RecComp*lcapt – 1 -0.135 -0.87 -1.27 Onnet -53.448 -7.89 -6.83 UNE -15.085 -3.92 -1.97 Resale -6.023 -1.50 -0.78 Facility -28.791 -4.94 -2.52 Business 2.759 1.15 1.28 Residence -3.592 -0.96 -0.63 RecComp 2.888 0.94 1.41 Cons 13.163 4.36 1.75 Sample Size 221 2 R (Goodness of fit) 0.63 In the regression reported in Table A-5, the coefficients for the constant term and lcapt-1 should be interpreted as representing a mixture of the resale and UNE strategy.103 103. Specific dummy variables cannot be included for this “mixed” strategy because it would make the calculation of the coefficients impossible. In the language of econometrics, the matrix would become “singular”. C R I T E R I O N E C O N O M I C S , L.L.C. -73Probably the most striking results from Table A-5 are the regression coefficients for the on-net dummy variable and the interaction between that variable and the capital assets variable. The coefficient on the interaction term is positive and statistically significant, meaning that we are highly confident in our ability to estimate this coefficient. Further, the coefficient is 2.602, an extraordinarily large value. Because the revenue and assets variable are in logs, or “percent form”, the 2.602 means that a one percent increase in capital assets for a CLEC with primarily on-net lines, yields an increase in revenues that is 2.602 percent greater than revenue growth for the average CLEC. Simply put, firms with on-net lines are able to transfer assets into revenues much more efficiently than a CLEC with another type of platform. The coefficient on the variable Onnet, which is equal to –53.45, reflects the high startup cost for a CLEC with primarily on-net lines. Obviously, if a CLEC decides to build a network with mostly onnet lines, the initial fixed cost is much greater than for the typical CLEC. For this reason, the on-net CLEC must wait until it has deployed its own facilities before it can begin realizing large incremental increases in revenues from a state of the art network. Thus, building a primarily on-net system is efficient in the long term, but costly in the short term. The above facts are even more evident when we explore the effect of UNE and resale lines on revenues. When combined with the on-net strategy, a resale or UNE strategy yields above average revenue growth for each increase in fixed assets, but the growth rate is only 1.352 percent above average for each percentage point increase in revenues, as indicated by the coefficient on Facility*lcap. Use of a predominantly resale strategy permits revenue growth that is only 0.272 percent above average for each C R I T E R I O N E C O N O M I C S , L.L.C. -74percentage point increase in fixed assets. A strategy based primarily on UNE leasing generates a revenue increase that is only 0.762 percent above average for each percentage point increase in capital assets, and a combination of both UNE and resale yields an increase in revenues of 0.275 from a one percent increase in capital assets. 104 In addition, the coefficient for UNE is both large and positive, implying the initial, average revenue growth for a reseller or a UNE type CLEC is larger than for the average CLEC. The above analysis indicates, however, that the long term gains from UNE leasing or resale are much smaller than that experience from building an on-net base of lines. These results highlight the fact that a CLEC’s long term growth prospects are maximized by building its own network. Reselling and leasing an ILEC’s network elements may be a good way to get a foot in the door, so to speak, but it is a much better strategy when combined with building out one’s own facilities. Without its own facilities, an entrant has added little of value to the industry. This statement is readily evident in the poor revenue performance for the CLECs that rely on reselling, and to a lesser extent to those that rely on UNEs. Turning attention to the choice of consumer base, the results in Table A-5 suggest no significant difference between a strategy that concentrates on business customers and one that targets residences. The coefficient for “resident” is actually greater than the coefficient for “business,” but neither is statistically significant. 104. For reasons explained in the previous footnote, this deduction is based on the size of the estimate of lcapt-1 in Table A-5. C R I T E R I O N E C O N O M I C S , L.L.C. -75APPENDIX 2. ARTICLES CITING CLEC BANKRUPTCY FILINGS AND ACQUISITIONS Al Lewis, Even The $ 20 Million Man Couldn’t Save Convergent, THE DENVER POST (Apr. 22, 2001) at K-01. Convergent Communications Announces Business Plan to Accelerate EBITDA Breakeven; -Expects to Reach EBITDA Breakeven by Year-End; -Closes Sale of Voice Business, PR NEWSWIRE, (Jan. 29, 2001). Covad 2000 Financials to be Reported and 10-K Filed the Week of May 7; Covad Receives Nasdaq Delisting Letter, BUS. WIRE (Apr. 23, 2001). Daniel Bogler, Richard Waters, Ebbers Has Good Reason To Dig Deep For Intermedia: Predators Are Said To Be Circling WorldCom - Which may Explain Its Over-The-Odds Bid, FIN. TIMES (LONDON) (Mar. 23, 2001) at 33. George C. Ford, McLeodUSA Buys Dallas, Texas-Based Fiber Optic Company to Increase Empire, THE GAZETTE (CEDAR RAPIDS) (Dec. 8, 2000). IDT in Control at Teligent, THE WASH. POST (May 7, 2001) at E02. Jennifer Davies, NorthPoint To Shut Off High-Speed Net Service; Bankrupt Company Tells Clients To Seek Options, THE SAN DIEGO UNION-TRIBUNE (Mar. 24, 2001) at C1. NewsEdge Reports Q1 2001 Operating Results; Content Solutions Continues to Show Momentum; NewsEdge Electronic Publishing Technology Launched, BUS. WIRE, (May 14, 2001). Peter Elstrom, If Anyone Can Save Excite. . . , BUS. WEEK (May 14, 2001) at 96. Phil Porter, CoreComm Plans To Sell Businesses, THE COLUMBUS DISPATCH (Apr. 14, 2001), at 1E. Reinhardt Krause, As Phone Start-Ups Fade, What Carriers Will Get The Spoils? INVESTOR’S BUS. DAILY (Apr. 4, 2001) at 6. SmartPipes Names Telecommunications Leader President and Chief Executive Officer; Hank Nothhaft, former Chairman and CEO of Concentric and Vice Chairman of XO Communications, Joins as Company Prepares to Launch Advanced IP Services, PR NEWSWIRE (Apr. 23, 2001). Richard Waters, Teligent Fails to Meet Creditors’ Deadline, FINANCIAL TIMES, Edition 2, (May 22, 2001), at 17. Time Warner Telecom Reports 73% Revenue Increase for the First Quarter of 2001; GST Acquisition Completed and Integration on Track; -Eighth-Consecutive Quarter C R I T E R I O N E C O N O M I C S , L.L.C. -76Increasing Positive Recurring EBITDA -EBITDA Increased 44% Over First Quarter 2000, PR NEWSWIRE (May 7, 2001). William Glanz, Bankrupt Communications Firm In Herndon, Va., Is Allowed to Borrow $ 25 Million, THE WASH. TIMES (Apr. 11, 2001). Bethany McLean, “Hear No Risk, See No Risk, Speak No Risk,” FORTUNE, 143(10), (May 14, 2001), at 91-98. Kris Hudson, “Telecom Completes Major Buy; Purchase Expands Reach of Metro Time Warner,” DENVER POST, 2ND ED, (January 11, 2001), at C-1. “Nextlink Pays $2.9 Billion for Concentic Network,” THE BUFFALO NEWS, CITY EDITION (January 10, 2000), 1C. C R I T E R I O N E C O N O M I C S , L.L.C.
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