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1 Personality Traits and Individual Attitude toward the Independence-Unification Issue in Taiwan * Chia-Hung Tsai, Ching-Hsing Wang , and Dennis Lu-Chung Weng § Abstract This study examines the effects of the Big Five personality traits on individual attitude toward the independence-unification Issue in Taiwan. Using the original dataset, this study finds that extraversion and openness to experience are significantly associated with individual attitude toward the independence-unification issue. Specifically, a higher level of extraversion increases is associated with an increased likelihood of support for unification with China, whereas a higher level of openness to experience increases is associated with an increased likelihood of support for Taiwan independence. Besides, there are no gender-differentiated effects of personality traits on individual attitude toward the independence-unification issue. Overall, this study concludes that personality traits can provide some explanatory power for individual attitude toward the independence-unification issue. Thus, personality traits merit serious attention in analyses of Taiwanese peoples’ positions on cross-strait relations. Keywords: personality, personality traits, Big Five, independence-unification issue, Taiwan. * This paper is presented at the 59th Annual Conference of the American Association for Chinese Studies at University of South Carolina on October 21-22, 2017. Director and Research Fellow, Election Study Center, National Chengchi University, email: [email protected]. Postdoctoral Fellow, Hobby School of Public Affairs, University of Houston, email: [email protected]. § Assistant Professor, Department of Political Science, Sam Houston State University, email: [email protected].

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Personality Traits and Individual Attitude toward

the Independence-Unification Issue in Taiwan*

Chia-Hung Tsai,† Ching-Hsing Wang‡, and Dennis Lu-Chung Weng§

Abstract

This study examines the effects of the Big Five personality traits on individual attitude

toward the independence-unification Issue in Taiwan. Using the original dataset, this

study finds that extraversion and openness to experience are significantly associated with

individual attitude toward the independence-unification issue. Specifically, a higher level

of extraversion increases is associated with an increased likelihood of support for

unification with China, whereas a higher level of openness to experience increases is

associated with an increased likelihood of support for Taiwan independence. Besides,

there are no gender-differentiated effects of personality traits on individual attitude

toward the independence-unification issue. Overall, this study concludes that personality

traits can provide some explanatory power for individual attitude toward the

independence-unification issue. Thus, personality traits merit serious attention in analyses

of Taiwanese peoples’ positions on cross-strait relations.

Keywords: personality, personality traits, Big Five, independence-unification issue, Taiwan.

* This paper is presented at the 59th Annual Conference of the American Association for Chinese Studies at University of South Carolina on October 21-22, 2017. † Director and Research Fellow, Election Study Center, National Chengchi University, email: [email protected]. ‡ Postdoctoral Fellow, Hobby School of Public Affairs, University of Houston, email: [email protected]. § Assistant Professor, Department of Political Science, Sam Houston State University, email: [email protected].

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Introduction

The independence-unification issue has been one of the most salient political issues in

Taiwan and it has exerted significant influence on Taiwanese people’s party identification,

national identify and voting behavior (Lacy and Niou 2012; Niou 2004; Sheng 2001; Wang

2012). Given the important of the independence-unification issue in Taiwanese politics, a

number of studies have examined the factors influencing individual attitudes toward the

independence-unification issue and revealed the associations of several factors such as

Chinese/Taiwan identity, ethnicity, political generations, and individual business and security

concerns with Taiwanese people’s attitudes toward the independence-unification issue (Chen and

Chen 2003; Chen and Chou 2004; Hsieh 2004; Wang and Chang 2005). Over the past decade,

studies on the relationships between personality and individual political attitudes and behavior

have attracted scholarly attention and demonstrated the important role of personality in

individual responses to political stimuli. In particular, previous research has provided evidence

that personality traits have a direct influence on individual opinion on a specific political issue

such as the usage of military force in foreign affairs (Schoen 2007), environmental preferences

(Soliño and Farizo 2014), immigration (Dinesen, Klemmensen and Nørgaard 2016) and attitudes

toward other countries and international organizations (Schoen 2007; Bakker and de Vreese 2016;

Ha 2013). As a result, it is evident that personality traits can help explain the formation of

individual attitudes toward political issues.

So far no studies have been done linking personality traits and individual attitude toward the

independence-unification issue in Taiwan. Therefore, this study attempts to expand on the extant

research on personality and political attitudes by examining the influence of personality

measured by the Five-factor model on Taiwanese people’s attitudes toward the relationship

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between Taiwan and China. The data are based on a nationally representative telephone survey

and include the Ten Item Personality Measure (TIPI) developed by Gosling, Rentfrow, and

Swann (2003). The empirical results of this study demonstrate that personality plays a non-trivial

role in individual attitude toward the independence-unification issue. The increasing levels of

both extraversion and openness to experience are associated with decreased support for

maintaining the status quo. Specifically, an increasing level of extraversion is associated with

increased support for unification with China, whereas an increasing level of openness to

experience is associated with increased support for Taiwan independence.

Overall, this study enhances our understanding of the relationship between personality and

individual attitude toward the independence-unification issue and offers new insight into the role

of personality in the political arena in Taiwan that has rarely been explored. In addition, past

research on personality has rarely targeted East Asian countries and existing studies have simply

focused on South Korea (see Ha, Kim, and Jo 2013; Ha 2013; Wang, Weng, and Cha 2017).

Therefore, this study expands our knowledge about how personality can come into play in

forming individual political attitudes in East Asia. The remainder of this study is structured as

follows. In the second section, we outline the theoretical framework for the relationships

between personality traits and individual attitude toward the independence-unification issue, and

proposes the hypotheses for empirical testing; in the third, we describe the data, measurement of

variables, and model specification; in the fourth section, we report the empirical findings on the

effects of personality traits on individual attitude toward the independence-unification issue; and

in the final section, we summarize the key findings and discuss the implications of this study.

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Personality and Individual Attitude toward the Independence-Unification

Issue

Research on political behavior in Taiwan has produced much insight on the antecedents of

political attitude. While the independence-Unification issue is central in the most prominent

works regarding Taiwan’s public opinion, the fundamental aspects of individual’s personalities

are missing in the discussion. Nothing in this study challenges the importance of any factors to

variance in the political attitude toward independence-unification issue, we argue, however, that

personality traits may also matter for which direction individuals lean toward and for which they

do not. To further explore the relationship between personality traits and political attitude toward

this independence-unification issue, there are two approaches in the literature that may facilitate

the discussion. The studies on the relationship between Big Five personality traits and political

behavior help delineate the fundamental connections, whereas the issue voting studies could

explain why the effect of personality traits on certain issue is probably more important than other

factors that may have influence on individual’s attitude and behavior.

Scholars have made great efforts to summarize an individual’s personality (Allport and

Allport 1921; Buss and Finn 1987; Eysenck 1944). While there are many classifications and

operationalizations of personality, the Big Five model of personality has been widely accepted as

a valid and reliable assessment of personality (Gosling, Rentflow, and Swann 2003; John and

Srivastava 1999). The Big Five model of personality identifies five distinct dimensions to

describe an individual’s personality. Specifically, the five dimensions of personality are

extraversion, agreeableness, conscientiousness, emotional stability and openness to experience.

Extraversion refer to the degree to which an individual is energetic, sociable, talkative, and

assertive; agreeableness denotes the degree to which an individual is trustful, altruistic,

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sympathetic, and prosocial; conscientiousness involves the degree to which an individual is

thoughtful, well-organized, norm-abiding, and mindful of details; emotional stability means the

degree to which an individual is emotionally resilient, unworried, less stressed, and relaxed;

finally, openness to experience refers to the degree to which an individual is creative, insightful,

curious, and open-minded (John and Srivastava 1999). Since personality traits reflect an

individual’s characteristic patterns of thoughts, feelings, and behaviors, understanding of

someone’s personality traits could give us clues about how that person is likely to respond to the

stimuli they encounter in a variety of political and non-political situations. Previous research has

suggested that both genetic and environmental influences play a role in shaping an individual’s

personality traits (Kandler 2012), though genetic factors might matter more than environmental

factors (Bouchard 1994, 2004). More importantly, personality traits tend to be relatively stable

over the course of the lifecycle (Roberts and DelVecchio 2000).

A significant number of studies have examined the relationship between personality traits

and individual political attitudes. In particular, the relationship between personality and political

ideology has received much scholarly attention and relevant studies have produced the most

fruitful results. In general, conscientiousness is more likely to be associated with conservative

ideology, whereas openness to experience is more likely to be related to liberal ideology (e.g.,

Carney et al., 2008; Gerber et al., 2010; Mondak and Halperin 2008). By contrast, the findings

on the relationship between other three personality traits (i.e., extraversion, agreeableness, and

emotional stability) and political ideology are not conclusive. While previous research has

typically found that extraversion, agreeableness, and emotional stability are not significantly

associated with political ideology, some studies have demonstrated positive relationships

between these three personality traits and conservatism (e.g., Carney et al. 2008; Gosling et al.

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2003; Verhulst et al. 2010). Given the close link between personality traits and political ideology,

some studies have relied on the connection between personality traits and political ideology to

derive the theoretical relationships between personality traits and political attitudes. For instance,

Gerber et al. (2012) theorize that the relationships between the Big Five personality traits and

which party an individual identifies with should track the relationships between these traits and

political ideology. Specifically, they expect that the Big Five personality traits which are

associated with liberalism would be associated with Democratic identification, whereas those

associated with conservatism would be associated with Republican identification. Furthermore,

since there is a close link between openness to experience and liberalism, several studies have

demonstrated that people with higher levels of openness to experience tend to support more

liberal social/moral issues (Gerber et al. 2010; Mondak and Halperin 2008; Mondak et al. 2010).

Instead of the link between personality traits and general liberalism-conservatism, some

studies have theoretically discussed how personality traits shape individual political attitudes

mainly based on the nature of dispositional characteristics for each personality trait. In terms of

foreign policy issues, Schoen (2007) argues that different personality traits influence how people

shape their motivations, goals and values which then provide criteria to evaluate external stimuli

and affect their foreign policy attitudes. Based on a random sample of German adults, Schoen

(2007) finds that agreeableness and openness to experience enable people to prefer international

cooperation and cast doubt on the use of military force, whereas conscientiousness displays

reverse effects. Bakker and Vreese (2016) look into the relationships between personality traits

and different European Union (EU) attitudes. Specifically, they reveal that high levels of

agreeableness and openness to experience and low levels of extraversion and emotional stability

are associated with support for widening of the EU. A low level of emotional stability and a high

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level of conscientiousness are associated with support for deepening of the EU. Moreover,

conscientiousness is positively associated with individual trust in EU institutions, whereas a low

level of emotional stability is related to the experience of negative affect toward the EU. Besides,

Ha (2013) examines the impact of personality on South Koreans’ attitudes toward North Korea

and shows that people with higher levels of conscientious are less likely to feel close to North

Korea and are more likely to view North Korea as a hostile nation, whereas those with higher

levels of openness to experience are more likely to hold positive attitudes toward North Korea.

As a result, it is evident that there are significant relationships between personality traits and

individual attitudes toward other countries and international organizations. Given the findings

from previous studies, in the context of Taiwan politics, it is reasonable to believe that

personality traits exert influence on Taiwanese people’s attitudes toward the relationship

between China and Taiwan.

In addition to the existing literature on the effects of personality traits on individual attitudes

toward other countries, studies of issue voting in Taiwan also contribute to our understanding of

the linkage between personality traits and individual attitudes toward the independence-

unification issue in Taiwan. Scholars in the field of Taiwan politics have put a lot of efforts into

investigating the strength of “independence-unification issue” in Taiwan. The issue voting

approach considers cross-straits relations as the most important political issue in Taiwan’s

elections and then examines how Taiwanese voters view the independence-unification issue.

Previous studies on issue voting have demonstrated that most people generally have very limited

interest in politics. People do not know how government works and do not care about the major

issues in the country, especially when it is not in the election season. Interestingly enough, while

not fully informed, most of time people still make correct voting decisions. Lau and Redlawsk

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(1997) indicate no significant difference between “well-informed” voters and “ignorant” voters.

Their finding reveals that about 75% of American voters with incomplete information would

vote for the same candidate if they receive all the information they need (Lau and Redlawsk

1997). Why? As Carmine and Stimson (1980) describe in their work, the two possible faces of

issue voting, namely the “hard” and “easy” issues voting, may answer this puzzle clearly.

According to Carmine and Stimson (1980), “hard issue voting” means that voters make their

decisions based on sophisticated calculation. They argue that when voters are aware of what the

important issues are and pay closer attentions to these issues, the decisions could be viewed as

“hard issue voting.” While not everyone has the same level of political sophistication, they

contend that for voters with limited information about and less interest in politics, their voting

decisions often rely on simple “heuristics” and are referred to as “easy issue voting.” More

importantly, their finding confirms that voters are more likely to make their electoral decisions

based on “easy issue voting” (Carmine and Stimson 1980).

In the context of Taiwan, Ho and his colleagues (2013) demonstrate that Taiwanese voters

also apply this simple “heuristic cues” to make their reasonable decisions in elections (Ho et al.

2013) and the one of the dominating cues used in electoral decisions for most Taiwanese voters

is candidates’ competence in handling the independence-unification issue. As discussed

previously, the “heuristic cues” help voters make their reasonable decisions based on limited

information they have received intentionally or unintentionally. As defined by Carmine and

Stimson (1980), “easy issue voters” refer to those with little interest in politics, and therefore

their “heuristics” may derive from how they interpret candidates’ image, party identification, or

any easily accessible information internally. While voters rely on “heuristics” generated from

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within their existing understanding, it is realistic to argue that personality traits may play a

significant role in how individuals interpret or digest these “heuristics.”

Since the independence-unification issue has played a dominant role in Taiwan politics, and

voters in Taiwan have relied on their “instincts” to interpret this “heuristic cue”, this study aims

to uncover how personality traits shape individual attitude toward the independence-unification

issue. First of all, some of the general characteristics associated with extraversion include

optimism, risk taking, and love of excitement and change. Past studies have demonstrated that

extraverted individuals are more likely to engage in risky behaviors as a way to enhance positive

affective experience (Cooper et al. 2000). In other words, extraversion would motivate people to

take risks. Since both unification with China and Taiwan independence are considered risky

options for Taiwanese people compared to maintaining the status quo, this study expects that

people with higher levels of extraversion should be more likely to support either unification with

China or Taiwan independence than maintain the status quo. Second, the relationship between

agreeableness and individual attitude toward the independence-unification issue is not clear in

terms of its direction. If agreeableness is characterized by compliance to community values, it is

expected to correspond to negative attitudes toward China and skepticism on unification with

China given the fact that the majority of Taiwanese people have regarded China as hostile to

Taiwan.1 Therefore, people with higher levels of agreeableness should be more likely support

either the status quo or Taiwan independence. However, benevolence (another important facet of

agreeableness) toward China may lead people with higher levels of agreeableness to be in favor

of unification with China instead of maintaining the status quo or supporting Taiwan

independence. Third, people with higher levels of conscientiousness are expected to be attracted

1 According to a survey released by the Cross-Strait Policy Association in March 2017, nearly 80 percent of Taiwanese people view China as hostile to Taiwan and 77.2 percent think that China has been unfriendly to Taiwan since President Tsai Ing-wens inauguration in May 2016 (Hsu 2017).

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to social norms and traditions. Therefore, they are more likely to reject the challenges to social

norms by defending the status quo. In other words, conscientious people are more likely to prefer

the status quo over unification with China and Taiwan independence. Fourth, emotionally stable

individuals tend to exhibit stability (Mondak 2010: 63) and thus, they are afraid of dramatic

changes that might lead to an unstable and dangerous situation. It is obvious that compared to the

status quo, both unification with China and declaration of Taiwan independence inevitably will

make Taiwan face an uncertain and unstable future. Accordingly, it is expected that people with

higher levels of emotional stability are more likely to support the status quo than unification with

China and Taiwan independence. Lastly, openness to experience is expected to correspond to

open-minded attitudes toward novel stimuli. Therefore, people with higher levels of openness to

experience are more likely to support social changes, which usually require a willingness to

accept unconventional behaviors. Therefore, it is expected that compared to maintaining the

status quo, people who sore high on openness to experience are more likely to support either

unification with China or Taiwan independence. Table 1 summarizes the expected relationships

between personality traits and individual attitude toward the independence-unification issue.

[Table 1 about here]

Data, Measurement of Variables and Model Specification

To examine the relationships between the Big Five personality traits and individual attitude

toward the independence-unification issue, we conducted a telephone survey between October 13

and October 17, 2016. The Election Study Center at National Chengchi University is responsible

for the data collection. The sample consists of 1,069 Taiwanese citizens aged 20 and above.

Given missing values due to nonresponses, the effective number of observations for empirical

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analysis is reduced to 858 in this study. In addition, the data are weighted by raking method

along with population distribution of sex, age, education, and residence area to ensure a

nationally representative sample. Therefore, we apply the weights to produce estimates of the

relationship between personality and individual attitude toward the independence-unification

issue. Next, we explain how we operationalize the variables for empirical analysis.

One conventional question has been used to evaluate individual attitude toward the

independence-unification issue in Taiwan as follows:

Concerning the relationship between Taiwan and mainland China, which of the following

six positions do you agree with: (1) immediate unification, (2) immediate independence,

(3) maintain the status quo, and move toward unification in the future, (4) maintain the

status quo, and move toward independence in the future, (5) maintain the status quo,

decide either unification or independence in the future, (6) maintain the status quo

forever.

Figure 1 shows the long-term tracking of public opinion about the independence-unification

issue in Taiwan from 1994 to 2016. It is obvious that the majority of Taiwanese people prefer to

maintain the status quo and decide the future of Taiwan later. Besides, the percentage of people

who support Taiwan independence has increased from 11.1 percent in 1994 to 22.9 percent in

2016. By contrast, fewer and fewer Taiwanese people have supported unification with China. In

2016, only 10.2 percent of Taiwanese people prefer Taiwan’s unification with China. Past

studies have combined options (1) and (3) as support for unification with China, options (2) and

(4) as support for Taiwan independence, and options (5) and (6) as support for maintaining the

status quo. Therefore, we adopt the same strategy to classify individual attitude toward the

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independence-unification issue. Moreover, we use the respondents who support the status quo as

the reference group while performing data analysis.

[Figure 1 about here]

The key independent variables in this study are the Big Five personality traits. We include a

careful Chinese-translated version of the Ten-Item Personality Inventory (TIPI) developed by

Gosling, Rentfrow, and Swann (2003) in the survey. The TIPI measurement of personality has

been widely used to examine the impact of personality traits on individual political attitudes and

behavior (Gerber et al. 2010; Gerber et al. 2011; Gerber et al. 2012; Mondak and Halperin, 2008;

Mondak 2010; Wang 2016). Two items represent each personality trait, namely, extraversion,

agreeableness, conscientiousness, emotional stability, and openness to experience. Therefore, the

score for each personality trait is obtained by adding, after appropriate recoding, the two items

used to measure the particular personality dimension. In particular, a higher score means that an

individual has a more prominent personality trait. In this study, the range of each personality trait

is specified between 2 and 14. While some might prefer longer survey instruments to measure

the Big Five personality traits (such as the 44-item Big Five Inventory [BFI] and the 240-item

Revised NEO Personality Inventory [NEO-PI-R]), it is not feasible in the telephone survey that

does not allow too many questions asked. Fortunately, the TIPI is found to have high construct

validity and test-retest reliability, and be highly correlated with the longer versions of personality

measures (Gosling, Rentfrow, and Swann 2003). Therefore, the TIPI represents an adequate

measure to capture the five dimensions of personality traits.

To correctly estimate the effects of the Big Five personality traits on individual attitude

toward the independence-unification issue, we control for some variables that are relevant to

individual attitude toward the independence-unification issue, including partisanship, Taiwanese

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identify and demographic characteristics such as education, gender and age. First of all, although

there are many political parties in Taiwan, they can be classified into two political camps in

terms of the independence-unification issue: the pan-green and pan-blue coalitions. In general,

the pan-green coalition favors Taiwan independence over Chinese reunification, whereas the

pan-blue coalition tends to favor a Chinese nationalist identity and greater linkage with China.

Therefore, it is expected that people who support political parties belonging to the pan-green

coalition tend to support Taiwan independence, whereas those identifying with political parties

in the pan-blue coalition are inclined to support unification with China. Thus, we create two

dummy variables respectively for the pan-blue and pan-green coalitions and treat the

independents as the reference group.2 Second, previous research has indicated that people who

think of themselves as Taiwanese tend to support Taiwan independence, whereas those who see

themselves as Chinese are inclined to support unification with China (Chen 2000; Lin 2012).

Due to the fact that only 39 respondents have a Chinese identity in our survey, we simply

generate a dummy variable coded 1 for people with Taiwanese identify and 0 otherwise in order

to avoid biased estimate. Accordingly, people with Chinese identity and dual identity are treated

as the reference group. Lastly, with regard to demographic variables, we create one dummy

variable, “College and above degree,” to measure respondents’ educational level with 1 for those

who are in the relevant categories and 0 otherwise. That is, those with educational level of senior

high school and below degree are treated as the reference group. We also create one dummy

variable for gender and code it as 1 if respondents are female and 0 otherwise. Furthermore, we

divide respondents into five age groups, representing respectively the age ranges 20-29, 30-39,

2 In this study, we define people who support the Democratic Progressive Party (DPP) or New Power Party (NPP) as the identifiers of the pan-green coalition, whereas those identifying with the Kuomintang (KMT), People First Party (PFP), or New Party (NP) are classified as the supporters of the pan-blue coalition.

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40-49, 50-59, and 60 and over, and use the 20-29 age group as the reference group.3 Table 2

reports the descriptive statistics of all variable used for empirical analysis.

[Table 2 about here]

With regard to model specification, given that our dependent variable has more than two

possible discrete outcomes, we employ the multinomial logistic regression model to estimate the

relationships between personality traits and individual attitude toward the independence-

unification issue. Specifically, the multinomial logistic regression model takes the form of:

lnΩ𝑚𝑚|𝑏𝑏 (𝑥𝑥) = lnPr (𝑦𝑦 = 𝑚𝑚|𝑥𝑥)Pr (𝑦𝑦 = 𝑏𝑏|𝑥𝑥)

= 𝑥𝑥𝛽𝛽𝑚𝑚|𝑏𝑏

where 𝑏𝑏 is the base category, referring to people who are in favor of maintaining the status

quo; 𝑚𝑚 denotes people who support Taiwan independence or unification with China; 𝑥𝑥 is a

vector of independent variables. In this study, they include the Big Five personality traits,

partisanship, Taiwanese identify, education, gender and age; finally, 𝛽𝛽 is a vector of regression

estimates.

Empirical Results

Table 3 reports the estimates of the relationships between personality traits and individual

attitude toward the independence-unification issue using the multinomial logistic regression.4

The results show that contrary to our expectations, however, agreeableness, conscientiousness

and emotional stability are not associated with individual attitude toward the independence-

3 We also try to treat age as a continuous variable and reestimate the model. The results do not change and still show no significant relationship between age and individual attitude toward the independence-unification issue. 4 The multinomial logistic model relies on the assumption of independence of irrelevant alternatives (IIA) stating that the odds of preferring one choice over another do not depend on the presence or absence of other “irrelevant” alternatives. Therefore, we conduct the Hausman-McFadden test of the IIA assumption and the result shows that our model does not violate the IIA assumption.

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unification issue.5 On the other hand, in comparison of support for the status quo, a higher level

of extraversion is associated with an increased likelihood of support for unification with China,

whereas a higher level of openness to experience is associated with an increased likelihood of

support for Taiwan independence.6 Specifically, a one-unit increase in extraversion is associated

with a 0.108 increase in the relative log odds of support for unification with China versus support

for the status quo, whereas a one-unit increase in openness to experience is associated with a

0.107 increase in the relative log odds of support for Taiwan independence versus support for the

status quo. Since it is difficult to understand the real sense of the relative log odds, we further

interpret the regression results in terms of relative risk ratios. In particular, the relative risk ratio

for a one-unit increase in extraversion is 1.114 for support for unification with China versus

support for the status quo. That is, if an individual increases the level of extraversion by one unit,

the multinomial log odds for support for unification with China relative to support for the status

quo would be expected to increase by 11.4%. Moreover, the relative risk ratio for a one-unit

increase in openness to experience is 1.113 for support for Taiwan independence versus support

for the status quo. That is, if an individual increases the level of openness to experience by one

unit, the multinomial log odds for support for Taiwan independence relative to support for the

status quo would be expected to increase by 11.3%. In summary, this study finds that as the level

of extraversion increases, people are more likely to support unification with China. However, as

the level of openness to experience increases, people are more likely to support Taiwan

independence.

[Table 3 about here]

5 The results from Wald test also indicate that agreeableness, conscientiousness and emotional stability have no effect on individual attitude toward the independence-unification issue. 6 The results from Wald test also indicate that extraversion and openness to experience have significant effects on individual attitude toward the independence-unification issue.

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To clearly demonstrate the substantial impact of personality traits on individual attitude

toward the independence-unification issue, we further compute the average marginal effects in

terms of probability change in three different attitudes – support for unification with China,

support for the status quo and support for Taiwan independence. As shown in Table 4, on

average, a one-unit increase in extraversion could increase the probability of support for

unification with China by 1.1%, but decrease the probability for support for the status quo by

1.5%. Although a higher level of extraversion seems to increase the probability of support for

Taiwan independence, the effect of extraversion on support for Taiwan independence fails to

achieve statistical significance. On the other hand, a one-unit increase in openness to experience

could increase the probability of support for Taiwan independence by 1.6%, but decrease the

probability for support for the status quo by 1.8%. Furthermore, the positive effect of openness to

experience on support for unification with China is not statistically significant. Figures 2 and 3

show a clear pattern for the effects of extraversion and openness to experience on individual

attitude toward the independence-unification issue. In general, as the levels of extraversion and

openness to experience increase, people become less likely to support the status quo, but become

more likely to support unification with China or Taiwan independence. While the other three

personality traits – agreeableness, conscientiousness and emotional stability – are not associated

with individual attitude toward the independence-unification issue, the result from Wald test

shows that the coefficients for the Big Five personality traits are jointly statistically significant at

the 0.05 level. On the whole, personality plays a pivotal role in forming individual attitude

toward the independence-unification issue in Taiwan.

[Table 4 about here]

[Figures 2 and 3 about here]

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In addition, consistent with previous research (Chen 2000; Lin 2012; Wang 2012), this study

indicate that partisanship and Taiwanese identity are significant determinants of individual

attitude toward the independence-unification issue. As shown in Table 3, people who identify

with the pan-blue camp are more likely to support unification with China and are less likely to

support Taiwan independence compared to independents. By contrast, those identifying with the

pan-green camp are more likely to support Taiwan independence than independents. On the other

hand, people with Taiwan identify tend to be in favor of Taiwan independence and disfavor

unification with China. In particular, Table 4 demonstrates that if people identify with the pan-

blue camp, the probability of their support for unification with China will increase by 6.6%, but

the probability of their support for Taiwan independence will decrease by 7.7%. By contrast, if

people identify with the pan-green camp, the probability of their support for Taiwan

independence will increase by 13.6%. However, their probabilities of support for unification

with China and maintaining the status quo will decrease by 5.3% and 8.4%, respectively. In

terms of Taiwanese identify, if people self-identify as Taiwanese, the probability of their support

for Taiwan independence will increase by 19.1%. Nevertheless, Taiwanese identify will decrease

the probabilities of support for unification with China and maintaining the status quo by 9.7%

and 9.4%, respectively. In contrast with partisanship and Taiwanese identify, demographic

factors have less influence on individual attitude toward the independence-unification issue. This

study only finds that people with a college and above degree are less likely to support unification

with China compared to their counterparts, whereas women are less likely to support unification

with China than men.

To sum up, this study identifies the significant relationship between personality and

individual attitude toward the independence-unification issue in Taiwan. In other words,

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personality can provide some explanatory power for Taiwanese people’s positions on the

independence-unification issue. On the other hand, past studies have indicated gender-

differentiated effects of personality traits on individual political attitudes and behavior (Wang

2014, 2017) and thus this study further examines whether there are gender differences in the

effects of personality traits on individual attitude toward the independence-unification issue. In

accordance with previous research (Budaev 1999; Chapman et al. 2007; Schmitt et al. 2008), this

study finds that women report higher levels of agreeableness than men, whereas men display

higher levels of emotional stability than women. Nevertheless, there are no significant gender

differences in the levels of extraversion, conscientiousness and openness to experience (see

Table 5). Therefore, this study takes a deep look into whether agreeableness and emotional

stability have different effects on women’s and men’s attitudes toward the independence-

unification issue by adding the interaction terms to the model. The results show no gender-

differentiated effects of agreeableness and emotional stability on individual attitude toward the

independence-unification issue.7 In short, the effects of personality traits on individual attitude

toward the independence-unification issue are homogeneous for women and men.

Conclusion

While a growing number of studies have looked into the relationships between personality

and individual political attitudes, it is unclear whether and how personality traits could influence

individual attitude toward the independence-unification issue in Taiwan. This study represents

the first attempt to establish the theoretical framework and provide empirical evidence for the

relationships between the Big Five personality traits and individual attitude toward the

7 To save space, we do not report detailed results for the analysis of gender-differentiated effects of personality traits. The results are available upon request.

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independence-unification issue. The results from this study confirm that extraversion and

openness to experience are significantly associated with individual attitude toward the

independence-unification issue. In particular, people who score high on extraversion are more

likely to support unification with China, but are less likely to support maintaining the status quo.

On the other hand, those who score high on openness to experience tend to support Taiwan

independence, but are less in favor of maintaining the status quo. Past studies on individual

attitude toward the independence-unification issue have mainly focused on attitudinal factors

such as partisanship and Taiwanese identity and demographic characteristics. This study,

however, points out the importance of personality as a dispositional factor in shaping individual

attitude toward the independence-unification issue, implying that we should not ignore the role

of personality in individual political attitudes and behavior in Taiwan.

Given the nature of cross-sectional data used in this study, some might argue that the

relationships between personality traits and individual attitude toward the independence-

unification issue is correlational rather than causal. This study does not mean to emphasize the

causal relationships between personality traits and individual attitude toward the independence-

unification issue. However, past studies have documented that genetic factors play a more

important role in determining an individual’s personality traits compared to environmental

factors (Bouchard, 1994, 2004). In other words, personality traits are innate and inherited.

Therefore, an individual’s personality should be formed before she develops the attitude toward

the independence-unification issue. We acknowledge that this study fails to offer clear evidence

for the causal relationship between personality and individual attitude toward the independence-

unification issue. Nonetheless, previous research could help us validate that the direction of

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influence should go from personality traits to individual attitude toward the independence-

unification issue and not vice versa.

On the other hand, this study acknowledges that the independence-unification issue is a

specific political issue in Taiwan and thus it is difficult to generalize the findings of this study to

other countries. However, the results of this study can offer some implications for the

relationships between personality traits and attitudes toward foreign policy issues in other

countries. That is, personality traits play a role in shaping foreign policy attitudes. Foreign policy

issues vary considerably across countries, but the influence of personality on attitudes toward

different policy issues might follow a similar theoretical framework shown in this study.

Consequently, this study can help extend our understanding of the relationship between

personality and foreign policy attitudes in other countries.

Lastly, this study simply focuses on the direct relationships between personality traits and

individual attitude toward the independence-unification issue. However, previous research has

suggested the existence of mediation mechanism for the relationships between personality traits

and political behavior (Blais and Labbé St-Vincent 2011; Gallego and Oberski 2012; Schoen and

Steinbrecher 2013; Wang 2016; Wang et al. 2017). That is, attitudinal factors, such as civic duty,

political interest, political efficacy, political discussion and so on, could mediate the effects of

personality traits on voter turnout, vote choice and protest participation. Therefore, further

studies are needed to examine whether the relationships between personality traits and individual

attitude toward the independence-unification issue could be mediated by attitudinal factors.

Furthermore, there is also a pressing need to understand the effect of personality on political

participation in Taiwan due to an insufficiency in existing literature on the relationship between

personality and individual political behavior in Asia.

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References

Allport, Floyd H., and Gordon W. Allport. 1921. “Personality Traits: Their Classification and

Measurement.” The Journal of Abnormal Psychology and Social Psychology 16(1): 6-40.

Bakker, Bert N., and Claes H. de Vreese. 2016. “Personality and European Union Attitudes:

Relationships across European Union Attitude Dimensions.” European Union Politics 17(1):

25-45.

Blais, André, and Simon Labbé St-Vincent. 2011. “Personality Traits, Political Attitudes and the

Propensity to Vote.” European Journal of Political Research 50(3): 395-417.

Bouchard, Thomas J. Jr. 1994. “Genes, Environment and Personality.” Science 264(5166): 1700-

1701.

Bouchard, Thomas J. Jr. 2004. “Genetic Influence on Human Psychological Traits.” Current

Directions in Psychological Science 13(4): 148-151.

Budaev, Sergey V. 1999. “Sex Differences in the Big Five Personality Factors: Testing an

Evolutionary Hypothesis.” Personality and Individual Differences 26(5): 801-813.

Buss, Arnold H., and Stephen E. Finn. 1987. “Classification of Personality Traits.” Journal of

Personality and Social Psychology 52(2): 432-444.

Carmines, Edward G., and James A. Stimson. 1980. “The Two Faces of Issue Voting.” American

Political Science Review 74(1): 78-91.

Carney, Dana R., John T. Jost, Samuel D. Gosling, and Jeff Potter. 2008. “The Secret Lives of

Liberals and Conservatives: Personality Profiles, Interaction Styles, and the Things They

Leave Behind.” Political Psychology 29(6): 807-840.

Page 22: Personality Traits and Individual Attitude toward the …aacs.ccny.cuny.edu/2017conference/Paper and Presentations... · 2017. 12. 4. · 1. Personality Traits and Individual Attitude

22

Chang, G. Andy, and T. Y. Wang. 2005. “Taiwanese or Chinese? Independence or Unification?

An Analysis of Generational Differences in Taiwan.” Journal of Asian and African Studies

40(1-2): 29-49.

Chapman, Benjamin P., Paul R. Duberstein, Slivia Sӧrensen, and Jeffrey M. Lyness. 2007.

“Gender Differences in Five Factor Model Personality Traits in an Elderly Cohort: Extension

of Robust and Surprising Findings to an Older Generation.” Personality and Individual

Differences 43(6): 1594-1603.

Chen, Yih-Yan, and Lu-Huei Chen. 2003. “Ambiguity or Uncertainty: Preference on the Taiwan

Independence Issue among the Electorate in Taiwan.” Mainland China Studies 46(5): 1-20.

Chen, Lu-Huei. 2000. “Change and Continuity of Party Identification among the Electorate in

Taiwan.” Journal of Electoral Studies 7(2): 109-141.

Chen, Lu-Huei, and Ying-Lung Chou. 2004. “Change and Continuity of People’s Preference on

the Taiwan Independence Issue.” East Asia Quarterly 35(2): 143-186.

Cooper, M. Lynne, V. Bede Agocha, and Melanie S. Sheldon. 2000. “A Motivational

Perspective on Risky Behaviors: The Role of Personality and Affect Regulatory Processes.”

Journal of Personality 68(6): 1059-1088.

Dinesen, Peter Thisted, Robert Klemmensen, and Asbjørn Sonne Nørgaard. 2016. “Attitudes

Toward Immigration: The Role of Personal Predispositions.” Political Psychology 37(1): 55-

72.

Eysenck, H. J. 1944. “Types of Personality: A Factorial Study of Seven Hundred Neurotics.” The

British Journal of Psychiatry 90(381): 851-861.

Gallego, Aina, and Daniel Oberski. 2012. “Personality and Political Participation: The Mediation

Hypothesis.” Political Behavior 34 (3): 425-451.

Page 23: Personality Traits and Individual Attitude toward the …aacs.ccny.cuny.edu/2017conference/Paper and Presentations... · 2017. 12. 4. · 1. Personality Traits and Individual Attitude

23

Gerber, Alan S., Gregory A. Huber, David Doherty, and Conor M. Dowling. 2012. “Personality

and the Strength and Direction of Partisan Identification.” Political Behavior 34(4): 653-688.

Gerber, Alan S., Gregory A. Huber, David Doherty, Conor M. Dowling, Connor Raso, and

Shang E. Ha. 2011. “Personality Traits and Participation in Political Processes.” Journal of

Politics 73(3): 692-706.

Gerber, Alan S., Gregory A. Huber, David Doherty, Conor M. Dowling, and Shang E. Ha. 2010.

“Personality and Political Attitudes: Relationships across Issue Domains and Political

Contexts.” American Political Science Review 104(1): 111-133.

Gosling, Samuel D., Peter J. Rentfrow, and William B. Swann Jr. 2003. “A Very Brief Measure

of the Big-Five Personality Domains.” Journal of Research in Personality 37(6): 504-528.

Ha, Shang E. 2013. “Personality Traits and South Koreans’ Attitudes Toward North Korea.”

Journal of Pacific Rim Psychology 7(1): 12-23.

Ha, Shang E., Seokho Kim, and Se Hee Jo. 2013. “Personality Traits and Political Participation:

Evidence from South Korea.” Political Psychology 34(4): 511-532.

Ho, Karl, Harold D. Clarke, Li-Khan Chen, and Dennis Lu-Chung Weng. 2013. “Valence

Politics and Electoral Choice in a New Democracy: The Case of Taiwan.” Electoral

Studies 32(3): 476-481.

Hsieh, John Fuh-sheng. 2004. “National Identity and Taiwan’s Mainland China Policy.” Journal

of Contemporary China 13(40): 479-490.

Hsu, Stacy. 2017. “Most Taiwanese See China as Hostile to Taiwan: Poll.” Accessed from

Taipei Times: http://www.taipeitimes.com/News/taiwan/archives/2017/03/30/2003667744.

John, Oliver P., and Sanjay Srivastava. 1999. “The Big Five Trait Taxonomy: History,

Measurement, and Theoretical Perspectives.” In Handbook of Personality: Theory and

Page 24: Personality Traits and Individual Attitude toward the …aacs.ccny.cuny.edu/2017conference/Paper and Presentations... · 2017. 12. 4. · 1. Personality Traits and Individual Attitude

24

Research, Second Edition, eds. Lawrence A. Pervin and Oliver P. John. New York: The

Guilford Press. Pp. 102-138.

Kandler, Christian, 2012. “Nature and Nurture in Personality Development: The Case of

Neuroticism and Extraversion.” Current Directions in Psychological Science 21(5): 290-296.

Lacy, Dean, and Emerson M. S. Niou. 2012. “Information and Heterogeneity in Issue Voting:

Evidence from the 2008 Presidential Election in Taiwan.” Journal of East Asian Studies

12(1): 119-141.

Lau, Richard R., and David P. Redlawsk. 1997. “Voting Correctly.” American Political Science

Review 91(3): 585-598.

Lin, Chiung-chu. 2012. “Change and Continuity: An Analysis of Taiwanese/Chinese Identity and

Position on the Cross-Strait Relations.” Journal of Electoral Studies 19(1): 97-127.

Mondak, Jeffery J. 2010. Personality and the Foundations of Political Behavior. New York:

Cambridge University Press.

Mondak, Jeffery J., and Karen D. Halperin. 2008. “A Framework for the Study of Personality

and Political Behaviour.” British Journal of Political Science 38(2): 335-362.

Mondak, Jeffery J, Matthew V. Hibbing, Damarys Canache, Mitchell A. Seligson, and Mary R.

Anderson. 2010. “Personality and Civic Engagement: An Integrative Framework for the

Study of Trait Effects on Political Behavior.” American Political Science Review 104(1): 85-

110.

Nious, Emerson M. S. 2004. “Understanding Taiwan Independence and Its Policy Implications.”

Asian Survey 44(4): 555-567.

Page 25: Personality Traits and Individual Attitude toward the …aacs.ccny.cuny.edu/2017conference/Paper and Presentations... · 2017. 12. 4. · 1. Personality Traits and Individual Attitude

25

Roberts, Brent W., and Wendy F. DelVecchio. 2000. “The Rank-Order Consistency of

Personality Traits from Childhood to Old Age: A Quantitative Review of Longitudinal

Studies.” Psychological Bulletin 126(1): 3-25.

Schmitt, David P., Anu Realo, Martin Voracek, and Jüri Allik. 2008. “Why Can’t a Man Be

More Like a Woman? Sex Differences in Big Five Personality Traits across 55 Cultures.”

Journal of Personality and Social Psychology 94(1): 168-182.

Schoen, Harald. 2007. “Personality Traits and Foreign Policy Attitudes in German Public

Opinion.” Journal of Conflict Resolution 51(3): 408-430.

Schoen, Harald, and Markus Steinbrecher. 2013. “Beyond Total Effects: Exploring the Interplay

of Personality and Attitudes in Affecting Turnout in the 2009 German Federal Election.”

Political Psychology 34(4): 533-552.

Sheng, Shing-Yuan. 2002. “The Issue Taiwan Independence vs. Unification with the Mainland

and Voting Behavior in Taiwan: An Analysis in the 1990s.” Journal of Electoral Studies 9(1):

41-80.

Soliño, Mario, and Begoña A. Farizo. 2014. “Personal Traits Underlying Environmental

Preferences: A Discrete Choice Experiment.” PLoS ONE 9(2): e89603.

Verhulst, Brad, Peter K. Hatemi, and Nicholas G. Martin. 2010. “The Nature of the Relationship

between Personality Traits and Political Attitudes.” Personality and Individual Differences

49: 306-316.

Wang, Ching-Hsing. 2012. “A Study of Causal Order: Party Identification and Attitude toward

the Independence-Unification Issue in Taiwan.” Issues & Studies 48(4): 145-169.

Wang, Ching-Hsing. 2014. “Gender Differences in the Effects of Personality Traits on Voter

Turnout.” Electoral Studies 34: 167-176.

Page 26: Personality Traits and Individual Attitude toward the …aacs.ccny.cuny.edu/2017conference/Paper and Presentations... · 2017. 12. 4. · 1. Personality Traits and Individual Attitude

26

Wang, Ching-Hsing. 2016. “Personality Traits, Political Attitudes and Vote Choice: Evidence

from the United States.” Electoral Studies 44: 26-34.

Wang, Ching-Hsing. 2017. “Gender Differences in the Effects of Personality Traits on Party

Identification in the United States.” Journal of Women, Politics & Policy 38(3): 335-362.

Wang, Ching-Hsing, Dennis Lu-Chung Weng, and Hyun-Jin Cha. 2017. “Personality Traits and

Voter Turnout in South Korea: The Mediation Argument.” Japanese Journal of Political

Science 18(3): 426-445.

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Table 1. Hypotheses on the Relationships between Personality Traits and Individual Attitude toward the Independence-Unification Issue

Personality trait Unification Status quo Independence Extraversion + − + Agreeableness − or + + or − + or − Conscientiousness − + − Emotional stability − + − Openness to experience + − + Note: +: positive effect; −: negative effect.

Table 2. Descriptive Statistics of Variables Variable Mean S.D. Min. Max. Individual attitude toward the independence-unification issue 2.09 0.61 1 3 Extraversion 8.41 2.48 2 14 Agreeableness 10.11 2.21 2 14 Conscientiousness 9.48 2.46 2 14 Emotional stability 9.28 2.45 2 14 Openness to experience 9.09 2.54 2 14 Partisanship Independent 0.40 0.49 0 1 Pan-blue 0.29 0.46 0 1 Pan-green 0.31 0.46 0 1 Taiwanese identity 0.57 0.50 0 1 College and above degree 0.36 0.48 0 1 Female 0.50 0.50 0 1 Age Age 20-29 0.19 0.39 0 1 Age 30-39 0.24 0.43 0 1 Age 40-49 0.22 0.41 0 1 Age 50-59 0.19 0.39 0 1 Age 60 and over 0.16 0.36 0 1 N 858

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Table 3. Multinomial Logistic Regression for the Relationship between Personality and Individual Attitude toward the Independence-Unification Issue

Unification Independence

Coef.

R.R.R. Coef.

R.R.R.

(S.E.) (S.E.) Extraversion 0.108 ** 1.114 0.040

1.041

(0.045)

(0.041)

Agreeableness 0.076

1.079 -0.001

0.999

(0.050)

(0.046)

Conscientiousness 0.060

1.062 -0.045

0.956

(0.048)

(0.043)

Emotional stability -0.020

0.981 -0.053

0.949

(0.045)

(0.040)

Openness to experience 0.038

1.038 0.107 ** 1.113

(0.045)

(0.042)

Partisanship

Pan-blue 0.420 * 1.522 -0.528 * 0.590

(0.251)

(0.282)

Pan-green -0.400

0.670 0.717 *** 2.049

(0.334)

(0.209)

Taiwanese identity -0.660 *** 0.517 1.162 *** 3.195

(0.241)

(0.231)

College and above degree -0.827 *** 0.437 0.237

1.268

(0.270)

(0.209)

Female -0.386 * 0.680 -0.029

0.971

(0.222)

(0.191)

Age

Age 30-39 0.039

1.040 -0.081

0.922

(0.344)

(0.262)

Age 40-49 -0.541

0.582 0.196

1.217

(0.373)

(0.291)

Age 50-59 -0.593

0.553 -0.319

0.727

(0.388)

(0.327)

Age 60 and over -0.343

0.710 -0.082

0.921

(0.405)

(0.334)

Constant -3.007 *** 0.049 -2.415 *** 0.089 (0.799) (0.677) N 858 Likelihood ratio test 178.74 ***

-2×Log likelihood 1316.16 Pseudo R2 0.12 Note: 1. ***: p < 0.01; **: p < 0.05; *: p < 0.10. 2. R.R.R. is relative risk ratio.

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Table 4. Average Marginal Effects of Explanatory Variables on Individual Attitude toward the Independence-Unification Issue

Unification Status quo Independence Extraversion 1.1% ** -1.5% ** 0.4%

Agreeableness 0.8%

-0.7%

-0.2% Conscientiousness 0.8%

0.1%

-0.8%

Emotional stability -0.1%

0.9%

-0.8% Openness to experience 0.2%

-1.8% ** 1.6% **

Partisanship Pan-blue 6.6% ** 1.0%

-7.7% **

Pan-green -5.3% * -8.4% ** 13.6% *** Taiwanese identity -9.7% *** -9.4% ** 19.1% *** College and above degree -9.6% *** 4.3%

5.3% *

Female -4.2% * 3.8%

0.4% Age

Age 30-39 0.7%

0.6%

-1.3% Age 40-49 -6.4%

2.0%

4.3%

Age 50-59 -6.0%

9.5%

-3.5% Age 60 and over -3.9% 4.4% -0.5%

Note: 1. ***: p < 0.01; **: p < 0.05; *: p < 0.10. 2. The numbers in cells show the average marginal effects in terms of probability change.

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Table 5. Gender Diffferences in Personality Traits

Women Men

Mean Mean t-test

(S.E.) (S.E.) Extraversion 8.43 8.39 t-statistic = 0.17

0.13 0.16 p = 0.873 Agreeableness 10.38 9.85 t-statistic = 3.01

0.11 0.14 p = 0.003 Conscientiousness 9.56 9.40 t-statistic = 0.86

0.12 0.15 p = 0.391 Emotional stability 9.06 9.51 t-statistic = 2.28

0.12 0.15 p = 0.023 Openness to experience 9.15 9.03 t-statistic = 0.62 0.12 0.15 p = 0.539 N 477 381

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Figure 1. Changes in the Unification-Independence Stances of Taiwanese from 1994 to 2016

Source: Election Study Center, National Chengchi University, important political attitude trend distribution.

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Figure 2. The Effect of Extraversion on Individual Attitude toward the Independence-Unification Issue

0.2

.4.6

.8

Pro

babi

lity

of In

divi

dual

Atti

tude

tow

ard

the

Inde

pend

ence

/Uni

ficat

ion

Issu

e

2 4 6 8 10 12 14Extraversion

Unification Status quoIndependence

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Figure 3. The Effect of Openness to Experience on Individual Attitude toward the Independence-Unification Issue

0.2

.4.6

.8

Pro

babi

lity

of In

divi

dual

Atti

tude

tow

ard

the

Inde

pend

ence

/Uni

ficat

ion

Issu

e

2 4 6 8 10 12 14Openness to Experience

Unification Status quoIndependence