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Volumn 30, Issue 3, 2000, Pages 483-506

Senate elections in the United States, 1920-94

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Indexed keywords


EID: 0034393108     PISSN: 00071234     EISSN: None     Source Type: Journal    
DOI: 10.1017/S000712340000020X     Document Type: Article
Times cited : (25)

References (45)
  • 1
    • 85037762360 scopus 로고    scopus 로고
    • note
    • Assessing the effect of state partisan composition on Senate election outcomes is possible because interstate differences in partisanship have continued to be apparent in America. I also investigate the effects of intrastate changes with regard to the rise of the Republican party in the South.
  • 2
    • 84928848304 scopus 로고
    • Challengers in US senate elections
    • The only study I have found that does not model the effect of state partisan composition is Peverill Squire, 'Challengers in US Senate Elections', Legislative Studies Quarterly, 14 (1989), 531-47.
    • (1989) Legislative Studies Quarterly , vol.14 , pp. 531-547
    • Squire, P.1
  • 3
    • 84934561990 scopus 로고
    • Explaining senate elections
    • See, for example, Alan Abramowitz, 'Explaining Senate Elections', American Political Science Review, 82 (1988), 383-403; David Brady, Brian Gaines and Douglas Rivers, 'The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis' (unpublished manuscript, Stanford University, 1994); James E. Campbell and Joe A. Sumners, 'Presidential Coattails in Senate Elections', American Political Science Review, 84 (1990), 513-24; Barbara Hinckley, 'Incumbency and the Presidential Vote in Senate Elections: Defining the Parameters of Subpresidential Voting', American Political Science Review, 64 (1970), 836-42; V. O. Key Jr, Politics, Parties, and Pressure Groups, 5th edn (New York: Thomas Y. Crowell, 1964); David Ian Lublin, 'Quality, not Quantity: Strategic Politicians in US Senate Elections, 1952-1990', Journal of Politics, 56 (1994), 228-41; Charles Stewart III, 'A Sequential Model of US Senate Elections', Legislative Studies Quarterly, 14 (1989), 567-601; Mark C. Westlye, Senate Elections and Campaign Intensity (Baltimore, Md: The Johns Hopkins University Press, 1991). The period of time covered in these studies ranges from ten to thirty-eight years.
    • (1988) American Political Science Review , vol.82 , pp. 383-403
    • Abramowitz, A.1
  • 4
    • 0039202822 scopus 로고
    • unpublished manuscript, Stanford University
    • See, for example, Alan Abramowitz, 'Explaining Senate Elections', American Political Science Review, 82 (1988), 383-403; David Brady, Brian Gaines and Douglas Rivers, 'The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis' (unpublished manuscript, Stanford University, 1994); James E. Campbell and Joe A. Sumners, 'Presidential Coattails in Senate Elections', American Political Science Review, 84 (1990), 513-24; Barbara Hinckley, 'Incumbency and the Presidential Vote in Senate Elections: Defining the Parameters of Subpresidential Voting', American Political Science Review, 64 (1970), 836-42; V. O. Key Jr, Politics, Parties, and Pressure Groups, 5th edn (New York: Thomas Y. Crowell, 1964); David Ian Lublin, 'Quality, not Quantity: Strategic Politicians in US Senate Elections, 1952-1990', Journal of Politics, 56 (1994), 228-41; Charles Stewart III, 'A Sequential Model of US Senate Elections', Legislative Studies Quarterly, 14 (1989), 567-601; Mark C. Westlye, Senate Elections and Campaign Intensity (Baltimore, Md: The Johns Hopkins University Press, 1991). The period of time covered in these studies ranges from ten to thirty-eight years.
    • (1994) The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis
    • Brady, D.1    Gaines, B.2    Rivers, D.3
  • 5
    • 84971720879 scopus 로고
    • Presidential coattails in senate elections
    • See, for example, Alan Abramowitz, 'Explaining Senate Elections', American Political Science Review, 82 (1988), 383-403; David Brady, Brian Gaines and Douglas Rivers, 'The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis' (unpublished manuscript, Stanford University, 1994); James E. Campbell and Joe A. Sumners, 'Presidential Coattails in Senate Elections', American Political Science Review, 84 (1990), 513-24; Barbara Hinckley, 'Incumbency and the Presidential Vote in Senate Elections: Defining the Parameters of Subpresidential Voting', American Political Science Review, 64 (1970), 836-42; V. O. Key Jr, Politics, Parties, and Pressure Groups, 5th edn (New York: Thomas Y. Crowell, 1964); David Ian Lublin, 'Quality, not Quantity: Strategic Politicians in US Senate Elections, 1952-1990', Journal of Politics, 56 (1994), 228-41; Charles Stewart III, 'A Sequential Model of US Senate Elections', Legislative Studies Quarterly, 14 (1989), 567-601; Mark C. Westlye, Senate Elections and Campaign Intensity (Baltimore, Md: The Johns Hopkins University Press, 1991). The period of time covered in these studies ranges from ten to thirty-eight years.
    • (1990) American Political Science Review , vol.84 , pp. 513-524
    • Campbell, J.E.1    Sumners, J.A.2
  • 6
    • 84972279339 scopus 로고
    • Incumbency and the presidential vote in senate elections: Defining the parameters of subpresidential voting
    • See, for example, Alan Abramowitz, 'Explaining Senate Elections', American Political Science Review, 82 (1988), 383-403; David Brady, Brian Gaines and Douglas Rivers, 'The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis' (unpublished manuscript, Stanford University, 1994); James E. Campbell and Joe A. Sumners, 'Presidential Coattails in Senate Elections', American Political Science Review, 84 (1990), 513-24; Barbara Hinckley, 'Incumbency and the Presidential Vote in Senate Elections: Defining the Parameters of Subpresidential Voting', American Political Science Review, 64 (1970), 836-42; V. O. Key Jr, Politics, Parties, and Pressure Groups, 5th edn (New York: Thomas Y. Crowell, 1964); David Ian Lublin, 'Quality, not Quantity: Strategic Politicians in US Senate Elections, 1952-1990', Journal of Politics, 56 (1994), 228-41; Charles Stewart III, 'A Sequential Model of US Senate Elections', Legislative Studies Quarterly, 14 (1989), 567-601; Mark C. Westlye, Senate Elections and Campaign Intensity (Baltimore, Md: The Johns Hopkins University Press, 1991). The period of time covered in these studies ranges from ten to thirty-eight years.
    • (1970) American Political Science Review , vol.64 , pp. 836-842
    • Hinckley, B.1
  • 7
    • 0003477857 scopus 로고
    • New York: Thomas Y. Crowell
    • See, for example, Alan Abramowitz, 'Explaining Senate Elections', American Political Science Review, 82 (1988), 383-403; David Brady, Brian Gaines and Douglas Rivers, 'The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis' (unpublished manuscript, Stanford University, 1994); James E. Campbell and Joe A. Sumners, 'Presidential Coattails in Senate Elections', American Political Science Review, 84 (1990), 513-24; Barbara Hinckley, 'Incumbency and the Presidential Vote in Senate Elections: Defining the Parameters of Subpresidential Voting', American Political Science Review, 64 (1970), 836-42; V. O. Key Jr, Politics, Parties, and Pressure Groups, 5th edn (New York: Thomas Y. Crowell, 1964); David Ian Lublin, 'Quality, not Quantity: Strategic Politicians in US Senate Elections, 1952-1990', Journal of Politics, 56 (1994), 228-41; Charles Stewart III, 'A Sequential Model of US Senate Elections', Legislative Studies Quarterly, 14 (1989), 567-601; Mark C. Westlye, Senate Elections and Campaign Intensity (Baltimore, Md: The Johns Hopkins University Press, 1991). The period of time covered in these studies ranges from ten to thirty-eight years.
    • (1964) Politics, Parties, and Pressure Groups, 5th Edn
    • Key V.O., Jr.1
  • 8
    • 84972262926 scopus 로고
    • Quality, not quantity: Strategic politicians in US senate elections, 1952-1990
    • See, for example, Alan Abramowitz, 'Explaining Senate Elections', American Political Science Review, 82 (1988), 383-403; David Brady, Brian Gaines and Douglas Rivers, 'The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis' (unpublished manuscript, Stanford University, 1994); James E. Campbell and Joe A. Sumners, 'Presidential Coattails in Senate Elections', American Political Science Review, 84 (1990), 513-24; Barbara Hinckley, 'Incumbency and the Presidential Vote in Senate Elections: Defining the Parameters of Subpresidential Voting', American Political Science Review, 64 (1970), 836-42; V. O. Key Jr, Politics, Parties, and Pressure Groups, 5th edn (New York: Thomas Y. Crowell, 1964); David Ian Lublin, 'Quality, not Quantity: Strategic Politicians in US Senate Elections, 1952-1990', Journal of Politics, 56 (1994), 228-41; Charles Stewart III, 'A Sequential Model of US Senate Elections', Legislative Studies Quarterly, 14 (1989), 567-601; Mark C. Westlye, Senate Elections and Campaign Intensity (Baltimore, Md: The Johns Hopkins University Press, 1991). The period of time covered in these studies ranges from ten to thirty-eight years.
    • (1994) Journal of Politics , vol.56 , pp. 228-241
    • Lublin, D.I.1
  • 9
    • 84928846758 scopus 로고
    • A sequential model of US senate elections
    • See, for example, Alan Abramowitz, 'Explaining Senate Elections', American Political Science Review, 82 (1988), 383-403; David Brady, Brian Gaines and Douglas Rivers, 'The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis' (unpublished manuscript, Stanford University, 1994); James E. Campbell and Joe A. Sumners, 'Presidential Coattails in Senate Elections', American Political Science Review, 84 (1990), 513-24; Barbara Hinckley, 'Incumbency and the Presidential Vote in Senate Elections: Defining the Parameters of Subpresidential Voting', American Political Science Review, 64 (1970), 836-42; V. O. Key Jr, Politics, Parties, and Pressure Groups, 5th edn (New York: Thomas Y. Crowell, 1964); David Ian Lublin, 'Quality, not Quantity: Strategic Politicians in US Senate Elections, 1952-1990', Journal of Politics, 56 (1994), 228-41; Charles Stewart III, 'A Sequential Model of US Senate Elections', Legislative Studies Quarterly, 14 (1989), 567-601; Mark C. Westlye, Senate Elections and Campaign Intensity (Baltimore, Md: The Johns Hopkins University Press, 1991). The period of time covered in these studies ranges from ten to thirty-eight years.
    • (1989) Legislative Studies Quarterly , vol.14 , pp. 567-601
    • Stewart C. III1
  • 10
    • 0003740723 scopus 로고
    • Baltimore, Md: The Johns Hopkins University Press, The period of time covered in these studies ranges from ten to thirty-eight years
    • See, for example, Alan Abramowitz, 'Explaining Senate Elections', American Political Science Review, 82 (1988), 383-403; David Brady, Brian Gaines and Douglas Rivers, 'The Incumbency Advantage in the House and Senate: A Comparative Institutional Analysis' (unpublished manuscript, Stanford University, 1994); James E. Campbell and Joe A. Sumners, 'Presidential Coattails in Senate Elections', American Political Science Review, 84 (1990), 513-24; Barbara Hinckley, 'Incumbency and the Presidential Vote in Senate Elections: Defining the Parameters of Subpresidential Voting', American Political Science Review, 64 (1970), 836-42; V. O. Key Jr, Politics, Parties, and Pressure Groups, 5th edn (New York: Thomas Y. Crowell, 1964); David Ian Lublin, 'Quality, not Quantity: Strategic Politicians in US Senate Elections, 1952-1990', Journal of Politics, 56 (1994), 228-41; Charles Stewart III, 'A Sequential Model of US Senate Elections', Legislative Studies Quarterly, 14 (1989), 567-601; Mark C. Westlye, Senate Elections and Campaign Intensity (Baltimore, Md: The Johns Hopkins University Press, 1991). The period of time covered in these studies ranges from ten to thirty-eight years.
    • (1991) Senate Elections and Campaign Intensity
    • Westlye, M.C.1
  • 11
    • 85037782754 scopus 로고    scopus 로고
    • note
    • However, my analysis reveals that even over periods as short as ten years, substantial change in the effect of partisan composition may be observed.
  • 12
    • 0040981639 scopus 로고    scopus 로고
    • Party and incumbency in postwar senate elections: Trends, patterns, and models
    • The single exception to the common practice of assuming that the effect of state partisan composition on Senate election results is invariant over time is Warren Lee Kostroski, 'Party and Incumbency in Postwar Senate Elections: Trends, Patterns, and Models', American Political Science Review, 67 (1973), 1213-34. Kostroski analysed elections over a twenty-two year period, from 1948 to 1970, and found that the 'importance of party has undergone a sharp, secular decline' (p. 1229). However, as I have explained elsewhere in Benjamin Highton, 'Parties, Candidates, and Issues in US Senate Elections' (unpublished manuscript, University of California, Berkeley, 1998), Kostroski employs a flawed model, making his conclusions dubious. In addition, Kostroski uses a crude indicator of state partisan composition that he calls 'base party vote', which is the value of 'the lowest percent of votes for House candidates cast in that state during the five election years of which the "target year" [the year of the Senate election] ... constitutes the midpoint year' (Kostroski, 'Party and Incumbency in Postwar Senate Elections: Trends, Patterns, and Models,' p. 1226). I will demonstrate that this sort of measure tends to underestimate the effect of state partisan composition on election outcomes.
    • (1973) American Political Science Review , vol.67 , pp. 1213-1234
    • Kostroski, W.L.1
  • 13
    • 0040981639 scopus 로고    scopus 로고
    • unpublished manuscript, University of California, Berkeley, Kostroski employs a flawed model, making his conclusions dubious
    • The single exception to the common practice of assuming that the effect of state partisan composition on Senate election results is invariant over time is Warren Lee Kostroski, 'Party and Incumbency in Postwar Senate Elections: Trends, Patterns, and Models', American Political Science Review, 67 (1973), 1213-34. Kostroski analysed elections over a twenty-two year period, from 1948 to 1970, and found that the 'importance of party has undergone a sharp, secular decline' (p. 1229). However, as I have explained elsewhere in Benjamin Highton, 'Parties, Candidates, and Issues in US Senate Elections' (unpublished manuscript, University of California, Berkeley, 1998), Kostroski employs a flawed model, making his conclusions dubious. In addition, Kostroski uses a crude indicator of state partisan composition that he calls 'base party vote', which is the value of 'the lowest percent of votes for House candidates cast in that state during the five election years of which the "target year" [the year of the Senate election] ... constitutes the midpoint year' (Kostroski, 'Party and Incumbency in Postwar Senate Elections: Trends, Patterns, and Models,' p. 1226). I will demonstrate that this sort of measure tends to underestimate the effect of state partisan composition on election outcomes.
    • (1998) Parties, Candidates, and Issues in Us Senate Elections
    • Highton, B.1
  • 14
    • 0040981639 scopus 로고    scopus 로고
    • I will demonstrate that this sort of measure tends to underestimate the effect of state partisan composition on election outcomes
    • The single exception to the common practice of assuming that the effect of state partisan composition on Senate election results is invariant over time is Warren Lee Kostroski, 'Party and Incumbency in Postwar Senate Elections: Trends, Patterns, and Models', American Political Science Review, 67 (1973), 1213-34. Kostroski analysed elections over a twenty-two year period, from 1948 to 1970, and found that the 'importance of party has undergone a sharp, secular decline' (p. 1229). However, as I have explained elsewhere in Benjamin Highton, 'Parties, Candidates, and Issues in US Senate Elections' (unpublished manuscript, University of California, Berkeley, 1998), Kostroski employs a flawed model, making his conclusions dubious. In addition, Kostroski uses a crude indicator of state partisan composition that he calls 'base party vote', which is the value of 'the lowest percent of votes for House candidates cast in that state during the five election years of which the "target year" [the year of the Senate election] ... constitutes the midpoint year' (Kostroski, 'Party and Incumbency in Postwar Senate Elections: Trends, Patterns, and Models,' p. 1226). I will demonstrate that this sort of measure tends to underestimate the effect of state partisan composition on election outcomes.
    • Party and Incumbency in Postwar Senate Elections: Trends, Patterns, and Models , pp. 1226
    • Kostroski1
  • 15
    • 0000651154 scopus 로고
    • Congressional elections: The case of the vanishing marginals
    • David R. Mayhew, 'Congressional Elections: The Case of the Vanishing Marginals,' Polity 6 (1974), 295-317.
    • (1974) Polity , vol.6 , pp. 295-317
    • Mayhew, D.R.1
  • 16
    • 0039202791 scopus 로고    scopus 로고
    • Washington, DC: Congressional Quarterly Inc.
    • From 1946 to 1994, 77 per cent of Senate incumbents seeking re-election were successful. The corresponding number for House incumbents is 92 per cent (Norman J. Ornstein, Thomas E. Mann and Michael J. Malbin. Vital Statistics on Congress 1997-1998 (Washington, DC: Congressional Quarterly Inc., 1998).
    • (1998) Vital Statistics on Congress 1997-1998
    • Ornstein, N.J.1    Mann, T.E.2    Malbin, M.J.3
  • 19
    • 85055296207 scopus 로고
    • The effects of incumbency in US congressional elections, 1950-1988
    • Kostroski, 'Party and Incumbency in Postwar Senate Elections: Trends, Patterns, and Models'; Michael Krashinsky and William J. Milne, 'The Effects of Incumbency in US Congressional Elections, 1950-1988', Legislative Studies Quarterly, 18 (1993), 321-44.
    • (1993) Legislative Studies Quarterly , vol.18 , pp. 321-344
    • Krashinsky, M.1    Milne, W.J.2
  • 26
    • 84971960592 scopus 로고    scopus 로고
    • Economic conditions and the forgotten side of congress: A foray into US senate elections
    • John R. Hibbing and John R. Alford, 'Economic Conditions and the Forgotten Side of Congress: A Foray into US Senate Elections', British Journal of Political Science, 12 (1982), 505-16; Lublin, 'Quality, not Quantity' ; Dennis M. Simon, Charles W. Ostrom Jr and Robin F. Marra, 'The President, Referendum Voting, and Subnational Elections in the United States,' American Political Science Review, 85 (1991), 1177-92.
    • (1982) British Journal of Political Science , vol.12 , pp. 505-516
    • Hibbing, J.R.1    Alford, J.R.2
  • 27
    • 84971960592 scopus 로고    scopus 로고
    • John R. Hibbing and John R. Alford, 'Economic Conditions and the Forgotten Side of Congress: A Foray into US Senate Elections', British Journal of Political Science, 12 (1982), 505-16; Lublin, 'Quality, not Quantity' ; Dennis M. Simon, Charles W. Ostrom Jr and Robin F. Marra, 'The President, Referendum Voting, and Subnational Elections in the United States,' American Political Science Review, 85 (1991), 1177-92.
    • Quality, Not Quantity
    • Lublin1
  • 28
    • 84928441977 scopus 로고
    • The president, referendum voting, and subnational elections in the united states
    • John R. Hibbing and John R. Alford, 'Economic Conditions and the Forgotten Side of Congress: A Foray into US Senate Elections', British Journal of Political Science, 12 (1982), 505-16; Lublin, 'Quality, not Quantity' ; Dennis M. Simon, Charles W. Ostrom Jr and Robin F. Marra, 'The President, Referendum Voting, and Subnational Elections in the United States,' American Political Science Review, 85 (1991), 1177-92.
    • (1991) American Political Science Review , vol.85 , pp. 1177-1192
    • Simon, D.M.1    Ostrom C.W., Jr.2    Marra, R.F.3
  • 30
    • 0040981642 scopus 로고
    • Washington, DC: Congressional Quarterly Inc.
    • Several sources provided the necessary data: Robert A. Diamond, ed. Guide to US Elections (Washington, DC: Congressional Quarterly Inc., 1975), Richard M. Scammon and Alice V. McGillivray, eds, America Votes 20: A Handbook of Contemporary American Election Statistics (Washington, DC: Congressional Quarterly Inc., 1993), and US Bureau of the Census, Historical Statistics of the United States, Colonial Times to 1970, Bicentennial Edition, Part 1 (Washington DC, USBC, 1975).
    • (1975) Guide to US Elections
    • Diamond, R.A.1
  • 31
    • 0039795079 scopus 로고
    • Washington, DC: Congressional Quarterly Inc.
    • Several sources provided the necessary data: Robert A. Diamond, ed. Guide to US Elections (Washington, DC: Congressional Quarterly Inc., 1975), Richard M. Scammon and Alice V. McGillivray, eds, America Votes 20: A Handbook of Contemporary American Election Statistics (Washington, DC: Congressional Quarterly Inc., 1993), and US Bureau of the Census, Historical Statistics of the United States, Colonial Times to 1970, Bicentennial Edition, Part 1 (Washington DC, USBC, 1975).
    • (1993) America Votes 20: A Handbook of Contemporary American Election Statistics
    • Scammon, R.M.1    McGillivray, A.V.2
  • 32
    • 0003465534 scopus 로고
    • Washington DC, USBC
    • Several sources provided the necessary data: Robert A. Diamond, ed. Guide to US Elections (Washington, DC: Congressional Quarterly Inc., 1975), Richard M. Scammon and Alice V. McGillivray, eds, America Votes 20: A Handbook of Contemporary American Election Statistics (Washington, DC: Congressional Quarterly Inc., 1993), and US Bureau of the Census, Historical Statistics of the United States, Colonial Times to 1970, Bicentennial Edition, Part 1 (Washington DC, USBC, 1975).
    • (1975) Historical Statistics of the United States, Colonial Times to 1970, Bicentennial Edition, Part 1
  • 33
    • 85037774199 scopus 로고    scopus 로고
    • note
    • Other than Minnesota, only Virginia had more than one race excluded for this reason. In both 1970 and 1976, Harry Byrd Jr, who won a special election as a Democrat in 1966 to replace his father Harry Byrd, ran as an independent in Virginia. Both parties nominated candidates to oppose him in 1970 while only the Democrats contested the 1976 race. Byrd Jr won these elections. In Minnesota the Farmer-Labor party was a vigorous alternative to the two major parties between 1922 and 1942, winning five elections and finishing second three times. All Minnesota Senate elections during this period were deleted from the sample for analysis.
  • 34
    • 84973995888 scopus 로고
    • The effects of campaign spending in congressional elections
    • Gary Jacobson introduced this variable in his analysis of the effects of campaign spending in congressional elections (Gary C. Jacobson, 'The Effects of Campaign Spending in Congressional Elections', American Political Science Review, 72 (1978), 469-91).
    • (1978) American Political Science Review , vol.72 , pp. 469-491
    • Jacobson, G.C.1
  • 37
    • 84934562974 scopus 로고
    • Estimating incumbency advantage without bias
    • Andrew Gelman and Gary King, 'Estimating Incumbency Advantage without Bias', American Journal of Political Science, 34 (1990), 1142-64.
    • (1990) American Journal of Political Science , vol.34 , pp. 1142-1164
    • Gelman, A.1    King, G.2
  • 38
    • 84959704793 scopus 로고    scopus 로고
    • Because my concern is to estimate the overall incumbency advantage, I do not include indicators that tap characteristics of challengers and their campaigns. This approach parallels that of Gelman and King, 'Estimating the Incumbency Advantage without Bias.'
    • Estimating the Incumbency Advantage Without Bias
    • Gelman1    King2
  • 41
    • 85037755397 scopus 로고    scopus 로고
    • chap. 3, provides a detailed review of the literature and evidence regarding the incumbency advantage in House elections
    • Jacobson, The Politics of Congressional Elections, 4th edn, chap. 3, provides a detailed review of the literature and evidence regarding the incumbency advantage in House elections.
    • The Politics of Congressional Elections, 4th Edn
  • 42
    • 0004210879 scopus 로고
    • Sage University Papers, Quantitative Applications in the Social Sciences, Number 07-029 Beverly Hills, Calif.: Sage Publications
    • Christopher H. Achen, Interpreting and Using Regression, Sage University Papers, Quantitative Applications in the Social Sciences, Number 07-029 (Beverly Hills, Calif.: Sage Publications, 1982), pp. 68-77.
    • (1982) Interpreting and Using Regression , pp. 68-77
    • Achen, C.H.1
  • 43
    • 85037749826 scopus 로고    scopus 로고
    • note
    • The evidence supporting this claim was provided in the previous section.
  • 44
    • 85037762724 scopus 로고    scopus 로고
    • note
    • The corresponding standard errors are 1.0 and 0.07.
  • 45
    • 85037784419 scopus 로고    scopus 로고
    • note
    • Moreover, the possibility that there was no increase in the incumbent advantage during this time can confidently be rejected (p<0.01).


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