Podcast
Questions and Answers
What is a limitation discussed in the analysis regarding partisanship and its outcomes?
What is a limitation discussed in the analysis regarding partisanship and its outcomes?
- Statistical methods were incorrectly applied.
- The analysis only focused on one geographical area.
- Unmeasured factors may influence the relationship. (correct)
- The sample size was too small to draw conclusions.
How can researchers address concerns about unmeasured factors in their analysis?
How can researchers address concerns about unmeasured factors in their analysis?
- By excluding certain variables from the analysis.
- By incorporating panel data with repeated interviews. (correct)
- By employing a single interview per respondent.
- By utilizing cross-sectional data.
Which approach is indicated as a solution to mitigate omitted variable bias in the context of partisanship?
Which approach is indicated as a solution to mitigate omitted variable bias in the context of partisanship?
- Temporal analysis of political shifts.
- In-depth case studies of individual respondents.
- Using panel data to track the same respondents over time. (correct)
- Utilizing random sampling methods.
What can be concluded about the relationship between partisanship and outcomes, based on the analysis?
What can be concluded about the relationship between partisanship and outcomes, based on the analysis?
What is the main focus of the discussion in this study?
What is the main focus of the discussion in this study?
What does previous research suggest about measures of partisanship?
What does previous research suggest about measures of partisanship?
What aspect of individual behavior does social identity influence?
What aspect of individual behavior does social identity influence?
What criticism is made about existing studies regarding partisanship and behavior?
What criticism is made about existing studies regarding partisanship and behavior?
Which of the following researchers is associated with the concept of in-group bias?
Which of the following researchers is associated with the concept of in-group bias?
How does social identity contribute to behavior according to the studies referenced?
How does social identity contribute to behavior according to the studies referenced?
What do the findings by Cialdini, as noted in the content, focus on?
What do the findings by Cialdini, as noted in the content, focus on?
What is a potential flaw in existing studies highlighted in the content?
What is a potential flaw in existing studies highlighted in the content?
What is one conclusion that can be drawn about political outcomes based on social identity?
What is one conclusion that can be drawn about political outcomes based on social identity?
What does the regression of change in attitudes on lagged partisanship aim to capture?
What does the regression of change in attitudes on lagged partisanship aim to capture?
How do the recent papers differ from the panel approach in their analysis?
How do the recent papers differ from the panel approach in their analysis?
What is a potential limitation of the regression method mentioned in the study?
What is a potential limitation of the regression method mentioned in the study?
What type of data do the studies use to analyze the relationship between partisanship and attitudes?
What type of data do the studies use to analyze the relationship between partisanship and attitudes?
What is the primary focus of the regression analysis discussed in the content?
What is the primary focus of the regression analysis discussed in the content?
In what way does the analysis identify predictors of changes in attitudes?
In what way does the analysis identify predictors of changes in attitudes?
What aspect does the study aim to highlight about partisanship?
What aspect does the study aim to highlight about partisanship?
What is the expected outcome when change in attitudes is analyzed with respect to lagged partisanship?
What is the expected outcome when change in attitudes is analyzed with respect to lagged partisanship?
Which variable primarily influences the change in attitudes, as studied?
Which variable primarily influences the change in attitudes, as studied?
Flashcards
Omitted Variable Bias
Omitted Variable Bias
A bias that occurs when a variable that influences both the independent and dependent variables is omitted from the analysis.
Panel Data
Panel Data
This type of study collects data on the same individuals or groups over time.
Outcome of Interest
Outcome of Interest
The outcome a researcher is trying to understand and explain.
Unmeasured Factors
Unmeasured Factors
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Partisanship
Partisanship
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In-group Bias
In-group Bias
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Social Influence
Social Influence
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The Causal Impact of Partisanship
The Causal Impact of Partisanship
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Panel Approach
Panel Approach
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Cross Sectional Data
Cross Sectional Data
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Change in Attitudes
Change in Attitudes
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Lagged Partisanship
Lagged Partisanship
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Net Effect of Omitted Variables
Net Effect of Omitted Variables
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Bivariate Regression
Bivariate Regression
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Regression of Change
Regression of Change
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Study Notes
Party Affiliation, Partisanship, and Political Beliefs
- Partisanship is strongly correlated with political attitudes and behavior.
- Researchers conducted a field experiment to investigate the causal effect of party identification.
- A mailing was sent to unaffiliated voters who leaned towards a party.
- The mailing informed recipients that only registered voters could participate in the upcoming presidential primary.
- This treatment group showed a greater tendency to identify with a party and exhibited stronger partisanship.
- Post-treatment, the treatment group demonstrated greater alignment between their latent partisanship and their reported voting behavior and intentions.
- The study supports the idea that partisanship actively influences how citizens behave and perceive the political world.
- Scholars across disciplines, including political scientists, contend that identities like nationalism, religion, and kinship significantly impact attitudes and behavior.
- Partisanship is considered an active force in shaping political evaluations and interactions.
- Studies show a correlation between partisanship and political opinions, assessments of the economy, and interpretations of political events.
- Partisan identities are associated with preferences for biased information and persistence of affiliations over time.
- Social identity theory explains the tendency for humans to distinguish between in-groups and out-groups.
- Membership in a group leads to emotional ties and favoritism for the in-group.
- Identifying with a party is comparable to forming a social identity that shapes attitudes, beliefs, and behaviors with respect to the party's candidates and initiatives.
Research Design, Causal Inference, and the Effect of Partisanship
- Existing research faces challenges in establishing causality between partisanship and political outcomes.
- Cross-sectional data are commonly used but may be prone to omitted variable bias.
- Unobserved factors that correlate with both partisanship and the outcome variable can lead to biased estimation.
- Endogeneity is a concern as political preferences can affect partisanship, not just vice versa.
- Panel data can address unobserved heterogeneity, but assumes unmeasured factors don't impact both variables.
- Panel studies investigate the relationship between change in partisanship and changes in attitudes.
- This approach aims to avoid bias caused by omitted factors, but hinges on assumptions about how unmeasured factors impact variables.
- Experimentation is presented as a solution to inferring causality.
- The 2008 Connecticut presidential primary provided an opportunity for a field experiment.
- A sample of registered but unaffiliated voters were classified as latent Democrats or Republicans.
- The survey data focused on individual political attitudes and behavior.
- A mailing was sent to half the sample reminding them of the need to register with the appropriate party to vote in the primary.
- The experiment measured the impact of induced partisanship on voter attitudes.
Treatment Effect on Party Identification, Party Registration, and Turnout
- Treated latent partisans demonstrated a significantly greater likelihood of identifying with their initially-reported party leanings.
- The treatment increased party registration within that party.
- The treatment led to higher voter turnout in the primary election.
- These effects are statistically significant and appear consistent across latent Democrats and Republicans.
Treatment Effect on Opinions
- The treatment was not uniformly effective across all political attitudes.
- Effects appear stronger regarding voting decisions and evaluations of political figures compared to personal policy views.
- The experiment offers evidence that partisanship influences political outcomes prior to partisan targeting by actors.
- The effects suggest that partisanship influences voting decisions and candidate evaluations, but not necessarily personal policy opinions.
Experimental Protocol
- The experiment was executed in 3 phases
- Identifying latent partisans to serve as the study participants.
- Randomly assigning treatment or control status, with an outreach mailing to the treatment group.
- Conducting a follow-up survey to measure the effects of the partisanship intervention.
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