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National Economic Voting in 

U.S. Presidential Elections
Jyung-Ho Yang
Voter Measures of the national Economy
National Economic Voting and Survey Research Design
National Economic Voting and Electoral Institutions
National Economic Voting, Incumbency and the Time Horizon
2
Introduction
Conclusion
Table of Contents
3
Introduction
Research Questions
▪ Retrospective or prospective?
- Both of them
▪ What is the role of institutions?
- Institutions direct results
▪ Which economic indicators?
- Amalgamation of voter perceptions and collective economy
▪ How large does national economy effects?
- New index: National Business Index (NBI)
▪ Subjective or objective measures?
- Statistical results without statistical results
Voter Measures of the national Economy
Background
4
▪ Voting choice arises from mixture of individual perceptions and preferences
- Annual GNP (or GDP)
- Disposable income
- Inflation
- Unemployment
- Leading indicators
▪ Micro Interview
- Jane Smith: economic growth > unemployment rate
- Betty Brown: unemployment > inflation, trade deficit,
Voter Measures of the national Economy
Background (Cont)
5
“Only models with carefully built general economic indicators 

can hope to capture the shifting weighting scheme utilized 

in the political economic calculus of the democratic voter.”
- Lewis-Beck(1991, 5)
Voter Measures of the national Economy
New Index: NBI
6
TABLE 1
A National Business Index and
Disposable Personal Income Change,
Presidential Election Years 1956–1996
Year
National
Business Index
Real Disposable Per Capita
Personal Income Change
1956 15 2.9
1960 Ϫ16 0.1
1964 32 5.5
1968 26 2.9
1972 29 3.2
1976 14 2.6
1980 Ϫ48 Ϫ1.1
1984 40 4.9
1988 20 2.9
1992 Ϫ21 1.7
1996 28 2.0
Mean 10.8 2.5
S.D. 27.3 1.9
Data Sources: The NBI was constructed from the Surveys of Con-
sumer Attitudes and Behavior, University of Michigan, for the last quar-
Richard Nadeau and Michael S. Lewis-Beck
▪ How to measure?
better= +1
Worse= -1
Same= 0
1. Scoring
2. Calculation
% of Worse- % of Better
3. When
Last quarter of every election year
7
National Economic Voting and 

Survey Research Design
Background
▪ Assumption
- In election years in which the NBI is above average, we expect 

individual voters will increase their support of the incumbent party.
▪ Hypothesis model
Vote= a + Personal Finances + Real Disposable Income + Incumbent Party

+ (Party ID X Incumb. Party) +(Race X Incumb Party)
8
National Economic Voting and 

Survey Research Design
Results
▪ Formula
Vote= a + Personal Finances + Real Disposable Income + Incumbent Party

+ (Party ID X Incumb. Party) +(Race X Incumb Party)
TABLE 2
Comparing Two National Economic Conditions Measures in
a Presidential Voting Model, OLS Estimates, 1956–1996
Variable (1) (2) (3) (4) (5)
RDI .0023** .0026** Ϫ.0017 Ϫ.0036
(.002) (.002) (.004) (.004)
NBI .0019** .0015** .0020**
(.000) (.000) (.000)
Personal Finances .0041** .0040**
(.004) (.004)
Incumbent Party Ϫ.053** Ϫ.059** Ϫ.060** Ϫ.055** Ϫ.060**
(.004) (.004) (.004) (.004) (.004)
Party ID ϫ Incumb. .139** .138** .139** .140** .139**
(.001) (.001) (.001) (.001) (.001)
Race ϫ Incumb. .165** .178** .178** .178** .178**
(.010) (.010) (.010) (.010) (.010)
Constant .460** .462** .502** .493** .505**
(.006) (.006) (.008) (.008) (.004)
Adj. R2
.50 .48 .49 .51 .49
N 11969 12991 12991 11969 12991
Data and Measures: The survey data are pooled from the ANES, which bears no responsibility
National Economic Voting in U.S. Presidential Elections 165
9
National Economic Voting and 

Survey Research Design
Results (Cont)
TABLE 2
Comparing Two National Economic Conditions Measures in
a Presidential Voting Model, OLS Estimates, 1956–1996
Variable (1) (2) (3) (4) (5)
RDI .0023** .0026** Ϫ.0017 Ϫ.0036
(.002) (.002) (.004) (.004)
NBI .0019** .0015** .0020**
(.000) (.000) (.000)
Personal Finances .0041** .0040**
(.004) (.004)
Incumbent Party Ϫ.053** Ϫ.059** Ϫ.060** Ϫ.055** Ϫ.060**
(.004) (.004) (.004) (.004) (.004)
Party ID ϫ Incumb. .139** .138** .139** .140** .139**
(.001) (.001) (.001) (.001) (.001)
Race ϫ Incumb. .165** .178** .178** .178** .178**
(.010) (.010) (.010) (.010) (.010)
Constant .460** .462** .502** .493** .505**
(.006) (.006) (.008) (.008) (.004)
Adj. R2
.50 .48 .49 .51 .49
N 11969 12991 12991 11969 12991
Data and Measures: The survey data are pooled from the ANES, which bears no responsibility
for the analysis or interpretations given herein. The dependent variable is a presidential vote dichot-
omy (1 ϭ incumbent party candidate, 0 ϭ candidate of the other major party). The other variables
are coded as follows: Incumbent Party (ϩ1 ϭ Democratic president, Ϫ1 ϭ Republican president);
Party ID (Strong Republicans ϭ Ϫ3, Weak and Leaning Republicans ϭ Ϫ2, Independents ϭ 0, Weak
and Leaning Democrats ϭ ϩ2, Strong Democrats ϭ ϩ3); Race (1 ϭ nonwhite, 0 ϭ white); Per-
sonal Finances (ϩ1 ϭ see their own situation is “better,” 0 ϭ “the same”, Ϫ1 ϭ “worse.”). Mea-
National Economic Voting in U.S. Presidential Elections 165
NBI: 0.0020*1SD (27.3)*100 = 5.46%
RDI: 0.0026*1SD (1.9)*100 = 4.94%
10
National Economic Voting and 

Survey Research Design
Controversies
▪ ANES Sociotropic item
- Which has essentially the same phrasing, to construct the NBI
▪ Probit or Logistic Regression
▪ Simultaneous equation bias from the NBI measures?
- Such a link between partisanship and economic perception would bias
- “Little practical difference.”
11
National Economic Voting and 

Electoral Institutions
Background
▪ Responsibility of economic outcome
- Dear President
▪ Uncertainty
- The Congress, the Federal Reserve, and the President are all political economic actors
▪ 5 and 6
- 5: no elected president running
Expectation; 

‘Is that partisan unity of government increases, 

economic voting will increase’
- 6: elected president running for a second term
12
National Economic Voting and 

Electoral Institutions
Hypothesis
▪ 2 Independent variables
- Divided Government
‘When an elected President is not running,

economic voting will be weaker’
- Electoral Incumbent Candidacy
13
National Economic Voting and 

Electoral Institutions
Results
‘When an elected President is not running,

economic voting will be weaker’
TABLE 3
National Economic Voting and Electoral Institutions
OLS Logit
Variable (1) (2) (1a) (2a)
NBI .0022** .0024** .017** .019**
(.000) (.000) (.002) (.001)
NoDivided ϫ NBI Ϫ.0005 Ϫ.004
(.000) (.002)
NoDivided Ϫ.023 Ϫ.188
(.014) (.115)
No Inc Run ϫ NBI Ϫ.0014** Ϫ.013**
(.000) (.004)
No Inc Running Ϫ.022* Ϫ.148
(.009) (.067)
Incumbent Party Ϫ.050** Ϫ.049** Ϫ.368** Ϫ.358**
(.006) (.005) (.050) (.034)
Party ID ϫ Incumbent Party (.139)** .139** .784** .791**
(.001) (.001) (.013) (.013)
Race ϫ Incumbent Party (.179)** .178** 1.67** 1.68**
(.010) (.010) (.103) (.104)
Constant .512** .524** .123 .206*
(.007) (.005) (.058) (.037)
Adj. R2
.49 .49
Percent predicted 82.9 82.8
N 12991 12991 12991 12991
Data and Measures: NBI, Incumbent Party, Party ID ϫ Incumbent Party, Race ϫ Incumbent Party
172 Richard Nadeau and Michael S. Lewis-Beck
THANK YOU
14

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National Economic Voting in U.S.

  • 1. 1 National Economic Voting in 
 U.S. Presidential Elections Jyung-Ho Yang
  • 2. Voter Measures of the national Economy National Economic Voting and Survey Research Design National Economic Voting and Electoral Institutions National Economic Voting, Incumbency and the Time Horizon 2 Introduction Conclusion Table of Contents
  • 3. 3 Introduction Research Questions ▪ Retrospective or prospective? - Both of them ▪ What is the role of institutions? - Institutions direct results ▪ Which economic indicators? - Amalgamation of voter perceptions and collective economy ▪ How large does national economy effects? - New index: National Business Index (NBI) ▪ Subjective or objective measures? - Statistical results without statistical results
  • 4. Voter Measures of the national Economy Background 4 ▪ Voting choice arises from mixture of individual perceptions and preferences - Annual GNP (or GDP) - Disposable income - Inflation - Unemployment - Leading indicators ▪ Micro Interview - Jane Smith: economic growth > unemployment rate - Betty Brown: unemployment > inflation, trade deficit,
  • 5. Voter Measures of the national Economy Background (Cont) 5 “Only models with carefully built general economic indicators 
 can hope to capture the shifting weighting scheme utilized 
 in the political economic calculus of the democratic voter.” - Lewis-Beck(1991, 5)
  • 6. Voter Measures of the national Economy New Index: NBI 6 TABLE 1 A National Business Index and Disposable Personal Income Change, Presidential Election Years 1956–1996 Year National Business Index Real Disposable Per Capita Personal Income Change 1956 15 2.9 1960 Ϫ16 0.1 1964 32 5.5 1968 26 2.9 1972 29 3.2 1976 14 2.6 1980 Ϫ48 Ϫ1.1 1984 40 4.9 1988 20 2.9 1992 Ϫ21 1.7 1996 28 2.0 Mean 10.8 2.5 S.D. 27.3 1.9 Data Sources: The NBI was constructed from the Surveys of Con- sumer Attitudes and Behavior, University of Michigan, for the last quar- Richard Nadeau and Michael S. Lewis-Beck ▪ How to measure? better= +1 Worse= -1 Same= 0 1. Scoring 2. Calculation % of Worse- % of Better 3. When Last quarter of every election year
  • 7. 7 National Economic Voting and 
 Survey Research Design Background ▪ Assumption - In election years in which the NBI is above average, we expect 
 individual voters will increase their support of the incumbent party. ▪ Hypothesis model Vote= a + Personal Finances + Real Disposable Income + Incumbent Party
 + (Party ID X Incumb. Party) +(Race X Incumb Party)
  • 8. 8 National Economic Voting and 
 Survey Research Design Results ▪ Formula Vote= a + Personal Finances + Real Disposable Income + Incumbent Party
 + (Party ID X Incumb. Party) +(Race X Incumb Party) TABLE 2 Comparing Two National Economic Conditions Measures in a Presidential Voting Model, OLS Estimates, 1956–1996 Variable (1) (2) (3) (4) (5) RDI .0023** .0026** Ϫ.0017 Ϫ.0036 (.002) (.002) (.004) (.004) NBI .0019** .0015** .0020** (.000) (.000) (.000) Personal Finances .0041** .0040** (.004) (.004) Incumbent Party Ϫ.053** Ϫ.059** Ϫ.060** Ϫ.055** Ϫ.060** (.004) (.004) (.004) (.004) (.004) Party ID ϫ Incumb. .139** .138** .139** .140** .139** (.001) (.001) (.001) (.001) (.001) Race ϫ Incumb. .165** .178** .178** .178** .178** (.010) (.010) (.010) (.010) (.010) Constant .460** .462** .502** .493** .505** (.006) (.006) (.008) (.008) (.004) Adj. R2 .50 .48 .49 .51 .49 N 11969 12991 12991 11969 12991 Data and Measures: The survey data are pooled from the ANES, which bears no responsibility National Economic Voting in U.S. Presidential Elections 165
  • 9. 9 National Economic Voting and 
 Survey Research Design Results (Cont) TABLE 2 Comparing Two National Economic Conditions Measures in a Presidential Voting Model, OLS Estimates, 1956–1996 Variable (1) (2) (3) (4) (5) RDI .0023** .0026** Ϫ.0017 Ϫ.0036 (.002) (.002) (.004) (.004) NBI .0019** .0015** .0020** (.000) (.000) (.000) Personal Finances .0041** .0040** (.004) (.004) Incumbent Party Ϫ.053** Ϫ.059** Ϫ.060** Ϫ.055** Ϫ.060** (.004) (.004) (.004) (.004) (.004) Party ID ϫ Incumb. .139** .138** .139** .140** .139** (.001) (.001) (.001) (.001) (.001) Race ϫ Incumb. .165** .178** .178** .178** .178** (.010) (.010) (.010) (.010) (.010) Constant .460** .462** .502** .493** .505** (.006) (.006) (.008) (.008) (.004) Adj. R2 .50 .48 .49 .51 .49 N 11969 12991 12991 11969 12991 Data and Measures: The survey data are pooled from the ANES, which bears no responsibility for the analysis or interpretations given herein. The dependent variable is a presidential vote dichot- omy (1 ϭ incumbent party candidate, 0 ϭ candidate of the other major party). The other variables are coded as follows: Incumbent Party (ϩ1 ϭ Democratic president, Ϫ1 ϭ Republican president); Party ID (Strong Republicans ϭ Ϫ3, Weak and Leaning Republicans ϭ Ϫ2, Independents ϭ 0, Weak and Leaning Democrats ϭ ϩ2, Strong Democrats ϭ ϩ3); Race (1 ϭ nonwhite, 0 ϭ white); Per- sonal Finances (ϩ1 ϭ see their own situation is “better,” 0 ϭ “the same”, Ϫ1 ϭ “worse.”). Mea- National Economic Voting in U.S. Presidential Elections 165 NBI: 0.0020*1SD (27.3)*100 = 5.46% RDI: 0.0026*1SD (1.9)*100 = 4.94%
  • 10. 10 National Economic Voting and 
 Survey Research Design Controversies ▪ ANES Sociotropic item - Which has essentially the same phrasing, to construct the NBI ▪ Probit or Logistic Regression ▪ Simultaneous equation bias from the NBI measures? - Such a link between partisanship and economic perception would bias - “Little practical difference.”
  • 11. 11 National Economic Voting and 
 Electoral Institutions Background ▪ Responsibility of economic outcome - Dear President ▪ Uncertainty - The Congress, the Federal Reserve, and the President are all political economic actors ▪ 5 and 6 - 5: no elected president running Expectation; 
 ‘Is that partisan unity of government increases, 
 economic voting will increase’ - 6: elected president running for a second term
  • 12. 12 National Economic Voting and 
 Electoral Institutions Hypothesis ▪ 2 Independent variables - Divided Government ‘When an elected President is not running,
 economic voting will be weaker’ - Electoral Incumbent Candidacy
  • 13. 13 National Economic Voting and 
 Electoral Institutions Results ‘When an elected President is not running,
 economic voting will be weaker’ TABLE 3 National Economic Voting and Electoral Institutions OLS Logit Variable (1) (2) (1a) (2a) NBI .0022** .0024** .017** .019** (.000) (.000) (.002) (.001) NoDivided ϫ NBI Ϫ.0005 Ϫ.004 (.000) (.002) NoDivided Ϫ.023 Ϫ.188 (.014) (.115) No Inc Run ϫ NBI Ϫ.0014** Ϫ.013** (.000) (.004) No Inc Running Ϫ.022* Ϫ.148 (.009) (.067) Incumbent Party Ϫ.050** Ϫ.049** Ϫ.368** Ϫ.358** (.006) (.005) (.050) (.034) Party ID ϫ Incumbent Party (.139)** .139** .784** .791** (.001) (.001) (.013) (.013) Race ϫ Incumbent Party (.179)** .178** 1.67** 1.68** (.010) (.010) (.103) (.104) Constant .512** .524** .123 .206* (.007) (.005) (.058) (.037) Adj. R2 .49 .49 Percent predicted 82.9 82.8 N 12991 12991 12991 12991 Data and Measures: NBI, Incumbent Party, Party ID ϫ Incumbent Party, Race ϫ Incumbent Party 172 Richard Nadeau and Michael S. Lewis-Beck