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Volumn 74, Issue 2, 2007, Pages 387-407

Evaluating market power using competitive benchmark prices instead of the Herfindahl-Hirschman index

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EID: 34548132417     PISSN: 00036056     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (25)

References (70)
  • 1
    • 34548138915 scopus 로고    scopus 로고
    • See U.S. Dep't of Justice & Federal Trade Comm'n, Horizontal Merger Guidelines 0.1 (1992, revised 1997) [hereinafter Merger Guidelines].
    • See U.S. Dep't of Justice & Federal Trade Comm'n, Horizontal Merger Guidelines 0.1 (1992, revised 1997) [hereinafter Merger Guidelines].
  • 2
    • 34548131129 scopus 로고    scopus 로고
    • See Commission Regulation, Guidelines on Market Analysis and the Assessment of Significant Market Power, 2002 O.J. (C 165) 6, 14-15 1 70 [hereinafter SMP Guidelines].
    • See Commission Regulation, Guidelines on Market Analysis and the Assessment of Significant Market Power, 2002 O.J. (C 165) 6, 14-15 1 70 [hereinafter SMP Guidelines].
  • 3
    • 34548131126 scopus 로고    scopus 로고
    • The guidelines provide the analytical framework used by the agencies and provide guidance in shaping enforcement policy. For example, the Merger Guidelines state the goal is to reduce the uncertainty associated with enforcement of the antitrust laws in this area. See Merger Guidelines, supra note 1, at 0
    • The guidelines provide the analytical framework used by the agencies and provide guidance in shaping enforcement policy. For example, the Merger Guidelines state the goal is "to reduce the uncertainty associated with enforcement of the antitrust laws in this area." See Merger Guidelines, supra note 1, at 0.
  • 4
    • 34548128311 scopus 로고    scopus 로고
    • See Council Directive 2002/21, On a Common Regulatory Framework for Electronic Communications Networks and Services, 2002 O.J. (L 108) 33, 36 _ 28, 44 art. 14(2) (EC) [hereinafter Common Regulatory Framework] ;
    • See Council Directive 2002/21, On a Common Regulatory Framework for Electronic Communications Networks and Services, 2002 O.J. (L 108) 33, 36 _ 28, 44 art. 14(2) (EC) [hereinafter Common Regulatory Framework] ;
  • 5
    • 34548125323 scopus 로고    scopus 로고
    • Ministry of Communications, Marine and Natural Resources, S.I. No. 307, European Communities (Electronic Communications Networks and Services) (Framework) Regulations 2003.
    • Ministry of Communications, Marine and Natural Resources, S.I. No. 307, European Communities (Electronic Communications Networks and Services) (Framework) Regulations 2003.
  • 6
    • 34548138917 scopus 로고    scopus 로고
    • See SMP Guidelines, supra note 2, at 19 ¶¶ 97-98; Common Regulatory Framework, supra note 4, Annex II.
    • See SMP Guidelines, supra note 2, at 19 ¶¶ 97-98; Common Regulatory Framework, supra note 4, Annex II.
  • 7
    • 34548138916 scopus 로고    scopus 로고
    • These competitive benchmark prices may require econometric adjustment to account for differences in quality, cost, and currency
    • These competitive benchmark prices may require econometric adjustment to account for differences in quality, cost, and currency.
  • 8
    • 0001116090 scopus 로고
    • Exact Consumer Surplus and Deadweight Loss, 71
    • For an explanation of how market demand allows for evaluation of consumer welfare, see
    • For an explanation of how market demand allows for evaluation of consumer welfare, see Jerry A. Hausman, Exact Consumer Surplus and Deadweight Loss, 71 AM. ECON. REV. 662 (1981).
    • (1981) AM. ECON. REV , vol.662
    • Hausman, J.A.1
  • 9
    • 34548141781 scopus 로고    scopus 로고
    • ComReg, Market Analysis-Wholesale Mobile Access and Call Origination, Document 04/118, Dec. 9, 2004, available at http://www.comreg.ie/_fileupload/publications/ ComReg04118.pdf [hereinafter ComReg Market Analysis].
    • ComReg, Market Analysis-Wholesale Mobile Access and Call Origination, Document 04/118, Dec. 9, 2004, available at http://www.comreg.ie/
  • 10
    • 34548133595 scopus 로고    scopus 로고
    • We use ComReg's market definitions for the purposes of this economic analysis. Consistent with the requirements of the New Regulatory Framework, we also consider the other economic factors discussed above
    • We use ComReg's market definitions for the purposes of this economic analysis. Consistent with the requirements of the New Regulatory Framework, we also consider the other economic factors discussed above.
  • 11
    • 34548133596 scopus 로고    scopus 로고
    • Decision No: 08/05 of the Electronic Communications Appeals Panel in respect of Appeal Numbers ECAP6/2005/03, 04, 05, 06, 07, 08, December 14, 2005, available at http://www.ecap.ie/NR/rdonlyres/D7CBHCD-5C97-40B8-BE4C- B0E3CE90552F/ 0/ECAPDecisionNo0805.pdf.
    • Decision No: 08/05 of the Electronic Communications Appeals Panel in respect of Appeal Numbers ECAP6/2005/03, 04, 05, 06, 07, 08, December 14, 2005, available at http://www.ecap.ie/NR/rdonlyres/D7CBHCD-5C97-40B8-BE4C- B0E3CE90552F/ 0/ECAPDecisionNo0805.pdf.
  • 12
    • 34548133615 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.133, at 62.
    • ComReg Market Analysis, supra note 8, ¶ 4.133, at 62.
  • 13
    • 34548131130 scopus 로고    scopus 로고
    • See MERRILL LYNCH, GLOBAL WIRELESS MATRIX 2Q04, 3, tbl. 1 (Sept. 2004), available at http:/www.comcom.govt.nz/IndustryRegulation/Teiecommunications/ Investigations/ MobileTerminationRates/ContentFiles/Documents/Gl obal % 20 Wireless % 20 Matrix%202Q04%20Sept%2004.pdf. Only Denmark had a higher churn rate. The Irish churn rate also exceeded the U.S. churn rate of 2.2 percent per month.
    • See MERRILL LYNCH, GLOBAL WIRELESS MATRIX 2Q04, 3, tbl. 1 (Sept. 2004), available at http:/www.comcom.govt.nz/IndustryRegulation/Teiecommunications/ Investigations/ MobileTerminationRates/ContentFiles/Documents/Gl obal % 20 Wireless % 20 Matrix%202Q04%20Sept%2004.pdf. Only Denmark had a higher churn rate. The Irish churn rate also exceeded the U.S. churn rate of 2.2 percent per month.
  • 14
    • 34548125325 scopus 로고    scopus 로고
    • Id. The Federal Communications Commission (FCC) finds the U.S. mobile market to be effectively competitive.
    • Id. The Federal Communications Commission (FCC) finds the U.S. mobile market to be effectively competitive.
  • 15
    • 34548141769 scopus 로고    scopus 로고
    • See, e.g., FCC, ANNUAL REPORT AND ANALYSIS OF COMPETITIVE MARKET CONDITIONS WITH RESPECT TO COMMERCIAL MOBILE SERVICES 94 (2006), available at http://hraunfoss.fcc.gov/edocs_public/attachmatch/ FCC-06-142Al.pdf [hereinafter FCC Report].
    • See, e.g., FCC, ANNUAL REPORT AND ANALYSIS OF COMPETITIVE MARKET CONDITIONS WITH RESPECT TO COMMERCIAL MOBILE SERVICES 94 (2006), available at http://hraunfoss.fcc.gov/edocs_public/attachmatch/ FCC-06-142Al.pdf [hereinafter FCC Report].
  • 16
    • 34548125324 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.133, at 62. These prices were hypothetical rather than actual market prices, which excluded handset costs and subsidies-an important competitive factor in mobile competition for postpaid customers.
    • ComReg Market Analysis, supra note 8, ¶ 4.133, at 62. These prices were hypothetical rather than actual market prices, which excluded handset costs and subsidies-an important competitive factor in mobile competition for postpaid customers.
  • 17
    • 34548118707 scopus 로고    scopus 로고
    • See Jerry A. Hausman, Mobile Telephone, in HANDBOOK OF TELECOMMUNICATIONS ECONOMICS 564 (M. Cave et al. eds., 2002).
    • See Jerry A. Hausman, Mobile Telephone, in HANDBOOK OF TELECOMMUNICATIONS ECONOMICS 564 (M. Cave et al. eds., 2002).
  • 18
    • 34548118691 scopus 로고    scopus 로고
    • See, e.g., FCC Report, supra note 12. For example, the DOJ permitted the merger of Cingular and AT&T Wireless, the second and third largest mobile providers. It is not plausible that the DOJ would allow a merger if it thought that the market was not effectively competitive. See Merger Guidelines, supra note 1, at 0.1-0.2.
    • See, e.g., FCC Report, supra note 12. For example, the DOJ permitted the merger of Cingular and AT&T Wireless, the second and third largest mobile providers. It is not plausible that the DOJ would allow a merger if it thought that the market was not effectively competitive. See Merger Guidelines, supra note 1, at 0.1-0.2.
  • 19
    • 34548141770 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.134, at 62.
    • ComReg Market Analysis, supra note 8, ¶ 4.134, at 62.
  • 20
    • 34548131131 scopus 로고    scopus 로고
    • See ORGANIZATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT, COMMUNICATIONS OUTLOOK 2005, 172 Fig. 6.8 (2005), available at http://www.thepublicvoice.org/ events/tunis05/oecd_outlook.pdf.
    • See ORGANIZATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT, COMMUNICATIONS OUTLOOK 2005, 172 Fig. 6.8 (2005), available at http://www.thepublicvoice.org/ events/tunis05/oecd_outlook.pdf.
  • 21
    • 34548136097 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.137, at 63.
    • ComReg Market Analysis, supra note 8, ¶ 4.137, at 63.
  • 22
    • 34548141782 scopus 로고    scopus 로고
    • Id. 1 4.153, at 66. In Ireland in 2004, three MNOs-Vodafone, 02, and Meteorhad facilities-based mobile networks. Another MNO, H3G, entered the market in 2005.
    • Id. 1 4.153, at 66. In Ireland in 2004, three MNOs-Vodafone, 02, and Meteorhad facilities-based mobile networks. Another MNO, H3G, entered the market in 2005.
  • 23
    • 34548118692 scopus 로고    scopus 로고
    • ComReg did attempt to demonstrate that return on capital employed was high among mobile providers in Ireland. Although we do not review that claim here, economists have known since the early 1980s that one cannot use accounting rates of return to demonstrate the presence of SMP. The problems with using accounting rates of return are especially severe in an industry like mobile telephony, which has had a very high rate of technical change requiring new investment in technology
    • ComReg did attempt to demonstrate that return on capital employed was high among mobile providers in Ireland. Although we do not review that claim here, economists have known since the early 1980s that one cannot use accounting rates of return to demonstrate the presence of SMP. The problems with using accounting rates of return are especially severe in an industry like mobile telephony, which has had a very high rate of technical change requiring new investment in technology.
  • 24
    • 34548128312 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.69, at 48.
    • ComReg Market Analysis, supra note 8, ¶ 4.69, at 48.
  • 25
    • 34548136094 scopus 로고    scopus 로고
    • Id. ¶ 4.68, at 48.
    • Id. ¶ 4.68, at 48.
  • 26
    • 34548133616 scopus 로고    scopus 로고
    • Id. ¶¶ 4.125-4.132, at 61-62. 23 Id. ¶ 4.117, at 59.
    • Id. ¶¶ 4.125-4.132, at 61-62. 23 Id. ¶ 4.117, at 59.
  • 27
    • 34548131132 scopus 로고    scopus 로고
    • 3G is third-generation digital technology, which replaces the older second-generation (2G) technology. 3G technology allows for significantly faster data transmission speeds and also higher voice transmission capacity. See Hausman, Mobile Telephone, supra note 13, at 564.
    • 3G is third-generation digital technology, which replaces the older second-generation (2G) technology. 3G technology allows for significantly faster data transmission speeds and also higher voice transmission capacity. See Hausman, Mobile Telephone, supra note 13, at 564.
  • 28
    • 34548133604 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.119, at 59.
    • ComReg Market Analysis, supra note 8, ¶ 4.119, at 59.
  • 29
    • 34548131142 scopus 로고    scopus 로고
    • Stigler's and von Weizsäckers definitions of barriers to entry focus on the effect of cost asymmetries. See GEORGE J. STIGLER, THE ORGANIZATION OF INDUSTRY 67-70 (1968);
    • Stigler's and von Weizsäckers definitions of barriers to entry focus on the effect of cost asymmetries. See GEORGE J. STIGLER, THE ORGANIZATION OF INDUSTRY 67-70 (1968);
  • 30
    • 34548136107 scopus 로고    scopus 로고
    • C. Christian von Weizsäcker, A Welfare Analysis of Barriers to Entry, 11 BELL J. ECON. 399 (1980). Their definitions are more restrictive than Bain's.
    • C. Christian von Weizsäcker, A Welfare Analysis of Barriers to Entry, 11 BELL J. ECON. 399 (1980). Their definitions are more restrictive than Bain's.
  • 31
    • 34548125338 scopus 로고    scopus 로고
    • See JOE S. BAIN, BARRIERS TO NEW COMPETITION: THEIR CHARACTER AND CONSEQUENCES IN MANUFACTURING INDUSTRIES (1956). For an analysis of the differences
    • See JOE S. BAIN, BARRIERS TO NEW COMPETITION: THEIR CHARACTER AND CONSEQUENCES IN MANUFACTURING INDUSTRIES (1956). For an analysis of the differences
  • 32
    • 34548125319 scopus 로고    scopus 로고
    • see DENNIS W. CARLTON & JEFFREY M. PERLOFF, MODERN INDUSTRIAL ORGANIZATION 76-80 (4th ed. 2005).
    • see DENNIS W. CARLTON & JEFFREY M. PERLOFF, MODERN INDUSTRIAL ORGANIZATION 76-80 (4th ed. 2005).
  • 33
    • 34548133606 scopus 로고    scopus 로고
    • See, Nov. 16, available at
    • See Press Release, ComReg, Smart Offered 3G License, (Nov. 16, 2005), available at http://www.comreg.ie/publications/defaul t.asp?ctype=5&nid=102203.
    • (2005) Release, ComReg, Smart Offered 3G License
    • Press1
  • 34
    • 34548118704 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.130, at 61-62.
    • ComReg Market Analysis, supra note 8, ¶ 4.130, at 61-62.
  • 35
    • 34548125320 scopus 로고    scopus 로고
    • Id. ¶ 4.22, at 37-38.
    • Id. ¶ 4.22, at 37-38.
  • 36
    • 34548125326 scopus 로고    scopus 로고
    • Case T-342/99, Airtours pic v. Commission, 2002] S.C.M.L.R. 317, available at !prod!CELEX numdoc&lg=en&numdock=61999A034 [hereinafter Airtours
    • Case T-342/99, Airtours pic v. Commission, [2002] S.C.M.L.R. 317, available at http://eur-lex.europa.eu/smartapi/cgi/sga_doc? smartapicelexplus!prod!CELEX numdoc&lg=en&numdock=61999A034 [hereinafter Airtours}.
  • 37
    • 34548133609 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.24, at 38.
    • ComReg Market Analysis, supra note 8, ¶ 4.24, at 38.
  • 38
    • 34548133608 scopus 로고    scopus 로고
    • ¶¶ 4.27A, 4.31, at
    • Id. ¶¶ 4.27A, 4.31, at 39-40.
  • 39
    • 34548136110 scopus 로고    scopus 로고
    • Id. ¶ 4.27B, at 39.
    • Id. ¶ 4.27B, at 39.
  • 40
    • 34548128328 scopus 로고    scopus 로고
    • See OFCOM, THE COMMUNICATIONS MARKET-TELECOMMUNICATIONS APPENDICES (Aug. & Oct. 2004), available at http://www.ofcom.org.uk/research/cm/qu_10_2004/ 194541 (Oct.) and http://www.ofcom.org.uk/research/cm/cmpdf/telecom_apndx.pdf (Aug.).
    • See OFCOM, THE COMMUNICATIONS MARKET-TELECOMMUNICATIONS APPENDICES (Aug. & Oct. 2004), available at http://www.ofcom.org.uk/research/cm/qu_10_2004/ 194541 (Oct.) and http://www.ofcom.org.uk/research/cm/cmpdf/telecom_apndx.pdf (Aug.).
  • 41
    • 34548118706 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶¶ 4.54-4.56, at 45
    • ComReg Market Analysis, supra note 8, ¶¶ 4.54-4.56, at 45.
  • 42
    • 34548136111 scopus 로고    scopus 로고
    • Id. ¶ 4.59, at 46.
    • Id. ¶ 4.59, at 46.
  • 43
    • 34548131146 scopus 로고    scopus 로고
    • Id. ¶ 4.65, at 47.
    • Id. ¶ 4.65, at 47.
  • 44
    • 34548125344 scopus 로고    scopus 로고
    • Id. ¶ 4.76, at 49.
    • Id. ¶ 4.76, at 49.
  • 45
    • 34548138935 scopus 로고    scopus 로고
    • Id. ¶¶ 4.85-4.87, at 52.
    • Id. ¶¶ 4.85-4.87, at 52.
  • 46
    • 34548133612 scopus 로고    scopus 로고
    • Id. ¶ 4.85, at 52
    • Id. ¶ 4.85, at 52
  • 47
    • 34548133613 scopus 로고    scopus 로고
    • Airtours, supra note 30, ¶ 195
    • Airtours, supra note 30, ¶ 195.
  • 48
    • 34548141780 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.91, at 53 (quoting Patrick Rey, Collective Dominance and the Telecommunications Industry (mimeo, University of Toulouse, Sept. 7, 2002)).
    • ComReg Market Analysis, supra note 8, ¶ 4.91, at 53 (quoting Patrick Rey, Collective Dominance and the Telecommunications Industry (mimeo, University of Toulouse, Sept. 7, 2002)).
  • 49
    • 34548128335 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.95, at 54.
    • ComReg Market Analysis, supra note 8, ¶ 4.95, at 54.
  • 50
    • 34548125343 scopus 로고    scopus 로고
    • Id. ¶ 4.97, at 55.
    • Id. ¶ 4.97, at 55.
  • 51
    • 34548133597 scopus 로고    scopus 로고
    • This strategy is sometime called taking a hostage. Other strategies of credible precommitment also exist in certain situations
    • This strategy is sometime called "taking a hostage." Other strategies of credible precommitment also exist in certain situations.
  • 52
    • 34548128314 scopus 로고    scopus 로고
    • The Horizontal Merger Guidelines recognize that a firm's incentive to deviate is greater when the smaller is the base of sales on which it enjoys elevated profits prior to the price cutting deviation. Merger Guidelines, supra note 1, at 2.12.
    • The Horizontal Merger Guidelines recognize that a firm's incentive to deviate is greater when "the smaller is the base of sales on which it enjoys elevated profits prior to the price cutting deviation." Merger Guidelines, supra note 1, at 2.12.
  • 53
    • 34548136098 scopus 로고    scopus 로고
    • MERRILL LYNCH, supra note 12. No average price was reported for Belgium. Merrill Lynch reported the amounts in U.S. dollars.
    • MERRILL LYNCH, supra note 12. No average price was reported for Belgium. Merrill Lynch reported the amounts in U.S. dollars.
  • 54
    • 34548138919 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.69, at 48.
    • ComReg Market Analysis, supra note 8, ¶ 4.69, at 48.
  • 55
    • 34548133599 scopus 로고    scopus 로고
    • Id., App. B. For an explanation of the importance of handset subsidies in mobile competition
    • Id., App. B. For an explanation of the importance of handset subsidies in mobile competition
  • 56
    • 34548118703 scopus 로고    scopus 로고
    • see Hausman, Mobile Telephone, supra note 13
    • see Hausman, Mobile Telephone, supra note 13.
  • 57
    • 34548125328 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.138, at 63.
    • ComReg Market Analysis, supra note 8, ¶ 4.138, at 63.
  • 58
    • 34548125330 scopus 로고    scopus 로고
    • Id. ¶ 4.139
    • Id. ¶ 4.139.
  • 59
    • 34548128325 scopus 로고    scopus 로고
    • Id. ¶¶ 4.6, at 32; 4.17, at 36; 4.33, at 41; 6.15, at 74.
    • Id. ¶¶ 4.6, at 32; 4.17, at 36; 4.33, at 41; 6.15, at 74.
  • 60
    • 34548128313 scopus 로고    scopus 로고
    • The R2 of a regression of price on HHI is .005, far below levels of statistical significance. If one omits Switzerland, which has the high price observation of US$0.45, the coefficient of HHI in the regression becomes negative, although it remains insignificant.
    • The R2 of a regression of price on HHI is .005, far below levels of statistical significance. If one omits Switzerland, which has the high price observation of US$0.45, the coefficient of HHI in the regression becomes negative, although it remains insignificant.
  • 61
    • 34548125329 scopus 로고    scopus 로고
    • See SMP Guidelines, supra note 2, at 19, ¶ 100
    • See SMP Guidelines, supra note 2, at 19, ¶ 100.
  • 62
    • 34548133598 scopus 로고    scopus 로고
    • Indeed, because 74 percent of subscribers were prepaid, using the OECD definition of high-user for consistency with ComReg's analysis, one can estimate that only about 3.5 percent of 02's mobile users were high-use, postpaid consumers. Thus, among the four categories of users that ComReg considered, Ireland was less expensive for 96.5 percent of all customers compared to the United Kingdom, which, again, had been found to be effectively competitive
    • Indeed, because 74 percent of subscribers were prepaid, using the OECD definition of high-user (for consistency with ComReg's analysis), one can estimate that only about 3.5 percent of 02's mobile users were high-use, postpaid consumers. Thus, among the four categories of users that ComReg considered, Ireland was less expensive for 96.5 percent of all customers compared to the United Kingdom, which, again, had been found to be effectively competitive.
  • 63
    • 34548125337 scopus 로고    scopus 로고
    • ComReg Market Analysis, supra note 8, ¶ 4.140, at 63.
    • ComReg Market Analysis, supra note 8, ¶ 4.140, at 63.
  • 64
    • 34548136105 scopus 로고    scopus 로고
    • See, e.g, Hausman, Mobile Telephone, supra note 13;
    • See, e.g., Hausman, Mobile Telephone, supra note 13;
  • 65
    • 34548136099 scopus 로고    scopus 로고
    • Hausman, Exact Consumer Surplus and Deadweight Loss, supra note 7;
    • Hausman, Exact Consumer Surplus and Deadweight Loss, supra note 7;
  • 67
    • 34548133603 scopus 로고    scopus 로고
    • This conclusion depends on approximately equal market own-price elasticities in both countries, which the econometric analysis reported here indicates holds true
    • This conclusion depends on approximately equal market own-price elasticities in both countries, which the econometric analysis reported here indicates holds true.
  • 68
    • 34548128317 scopus 로고    scopus 로고
    • This latter question is not definitive in terms of competitive analysis because the existence of higher-quantity consumers may depend on unobserved preference factors. For example, wine consumption per capita is higher in France than in Norway. However, an econometric explanation gives greater assurance that the differences observed in Ireland do not depend on some unexplained competitive distortion
    • This latter question is not definitive in terms of competitive analysis because the existence of higher-quantity consumers may depend on unobserved preference factors. For example, wine consumption per capita is higher in France than in Norway. However, an econometric explanation gives greater assurance that the differences observed in Ireland do not depend on some unexplained competitive distortion.
  • 69
    • 34548131133 scopus 로고    scopus 로고
    • A revenue equation or quantity equation will typically have price and income included. Given the small sample size and the lack of instruments, we use least squares rather than instrumental variables. The equation does not fail a Hausman specification test. A log linear specification uses the variables measured in logarithms, which has been found to be useful in many situations, especially where heteroscedasticity is present
    • A revenue equation or quantity equation will typically have price and income included. Given the small sample size and the lack of instruments, we use least squares rather than instrumental variables. The equation does not fail a Hausman specification test. A log linear specification uses the variables measured in logarithms, which has been found to be useful in many situations, especially where heteroscedasticity is present.
  • 70
    • 34548125339 scopus 로고    scopus 로고
    • The elasticity is 1.0 minus the coefficient of the price variable, LPR04, since the left hand side variable is revenue. The elasticity estimate is consistent with the finding of lower price and higher ARPU in Ireland than in the United Kingdom.
    • The elasticity is 1.0 minus the coefficient of the price variable, LPR04, since the left hand side variable is revenue. The elasticity estimate is consistent with the finding of lower price and higher ARPU in Ireland than in the United Kingdom.


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