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Published in: Quality & Quantity 2/2020

11-07-2019

The moral–emotional foundations of political discourse: a comparative analysis of the speech records of the U.S. and the Japanese legislatures

Authors: Hiroki Takikawa, Takuto Sakamoto

Published in: Quality & Quantity | Issue 2/2020

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Abstract

There is a growing body of research that focuses on the supposedly close association between an individual’s moral–emotional behavior and his/her political ideology. A prominent example is Haidt’s “moral psychology,” which claims that political liberals and conservatives draw on mutually different sets of moral foundations. However, this and other arguments, which have mostly been advanced in the social context of the United States, lack a comparative perspective. In this study, we examine these arguments in broader spatio-temporal settings by way of a comparative analysis of public deliberations in the U.S. and Japanese legislatures. More specifically, with the help of well-established moral- and emotional-word dictionaries, and employing advanced computational techniques for systematic data collection, we analyze a large volume of speech data that records floor debates over decades in the U.S. Congress and the Japanese Diet to derive longitudinal moral–emotional dynamics. We then use multilevel modeling to regress the derived moral–emotional patterns of legislative deliberations in each country on various covariates to locate possible drivers of these patterns. The results of these analyses reveal more qualified relationships between a moral–emotional framework and political ideology than preceding arguments have suggested, casting serious doubt on the widespread tendency in the literature to quickly rely on an ideological explanation. The findings suggest the need for a more comprehensive approach to handling moral–emotional phenomena in political science.

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Appendix
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Footnotes
1
The party changed its name to the Social Democratic Party of Japan (SDPJ) in 1992.
 
4
The speech records attributed to persons other than congresspersons were discarded.
 
6
Units of speech are mostly defined by a change of speakers.
 
7
We also used another model to check robustness. Specifically, we ran a multilevel model in which each speech is at level 1 and each speaker is at level 2. This model is different from the non-nested model in that the year variable is put as a level 1 covariate. The results did not differ much from the results of the non-nested model.
 
11
All the differences referenced are statistically significant at the 0.001 level unless otherwise indicated.
 
12
The full results of the regression analysis are shown in the Supplementary Information (S.I.).
 
Literature
go back to reference Aavik, T., Allik, J.: The structure of Estonian personal values: a lexical approach. Eur. J. Personal. 16(3), 221–235 (2002)CrossRef Aavik, T., Allik, J.: The structure of Estonian personal values: a lexical approach. Eur. J. Personal. 16(3), 221–235 (2002)CrossRef
go back to reference Barker, D.C., Tinnick, J.D.: Competing visions of parental roles and ideological constraint. Am. Political Sci. Rev. 100, 249–263 (2006)CrossRef Barker, D.C., Tinnick, J.D.: Competing visions of parental roles and ideological constraint. Am. Political Sci. Rev. 100, 249–263 (2006)CrossRef
go back to reference Bates, D., Maechler, M., Bolker, B., Walker, S.: Fitting linear mixed-effects models using lme4. J. Stat. Softw. 67, 1–48 (2015)CrossRef Bates, D., Maechler, M., Bolker, B., Walker, S.: Fitting linear mixed-effects models using lme4. J. Stat. Softw. 67, 1–48 (2015)CrossRef
go back to reference Bentley, A.F.: The Process of Government: A Study of Social Pressures. University of Chicago Press, Chicago (1908) Bentley, A.F.: The Process of Government: A Study of Social Pressures. University of Chicago Press, Chicago (1908)
go back to reference Boutyline, A., Vaisey, S.: Belief network analysis: a relational approach to understanding the structure of attitudes. Am. J. Sociol. 122, 1371–1447 (2017)CrossRef Boutyline, A., Vaisey, S.: Belief network analysis: a relational approach to understanding the structure of attitudes. Am. J. Sociol. 122, 1371–1447 (2017)CrossRef
go back to reference Brader, T.: Striking a responsive chord: how political ads motivate and persuade voters by appealing to emotions. Am. J. Polit. Sci. 49, 388–405 (2005)CrossRef Brader, T.: Striking a responsive chord: how political ads motivate and persuade voters by appealing to emotions. Am. J. Polit. Sci. 49, 388–405 (2005)CrossRef
go back to reference Brooks, A.C.: Gross National Happiness: Why Happiness Matters for America—And How We Can Get More of It. Basic Books, New York (2008) Brooks, A.C.: Gross National Happiness: Why Happiness Matters for America—And How We Can Get More of It. Basic Books, New York (2008)
go back to reference Caprara, G., Schwartz, S., Capanna, C., Vecchione, M., Barbaranelli, C.: Personality and politics: values, traits, and political choice. Political Psychol. 27, 1–28 (2006)CrossRef Caprara, G., Schwartz, S., Capanna, C., Vecchione, M., Barbaranelli, C.: Personality and politics: values, traits, and political choice. Political Psychol. 27, 1–28 (2006)CrossRef
go back to reference Christen, M., Narvaez, D., Tanner, C., Ott, T.: Using thesauruses as a heuristics for mapping values. Cogn. Syst. Res. 40, 59–74 (2016)CrossRef Christen, M., Narvaez, D., Tanner, C., Ott, T.: Using thesauruses as a heuristics for mapping values. Cogn. Syst. Res. 40, 59–74 (2016)CrossRef
go back to reference Damasio, A.R.: A second chance for emotion. In: Lane, R., Nadel, L. (eds.) Cognitive Neuroscience of Emotion, pp. 12–23. Oxford University Press, New York (2000) Damasio, A.R.: A second chance for emotion. In: Lane, R., Nadel, L. (eds.) Cognitive Neuroscience of Emotion, pp. 12–23. Oxford University Press, New York (2000)
go back to reference Dehghani, M., Johnson, K., Hoover, J., Sagi, E., Garten, J., Parmar, N.J., Vaisey, S., Iliev, R., Graham, J.: Purity homophily in social networks. J. Exp. Psychol. Gen. 145, 366–375 (2016)CrossRef Dehghani, M., Johnson, K., Hoover, J., Sagi, E., Garten, J., Parmar, N.J., Vaisey, S., Iliev, R., Graham, J.: Purity homophily in social networks. J. Exp. Psychol. Gen. 145, 366–375 (2016)CrossRef
go back to reference Downs, A.: An Economic Theory of Democracy. Harper, New York (1957) Downs, A.: An Economic Theory of Democracy. Harper, New York (1957)
go back to reference Fiorina, M.P., Abrams, S.J., Pope, J.: Culture War? The Myth of a Polarized America (Great Questions in Politics), 3rd edn. Longman, Boston (2011) Fiorina, M.P., Abrams, S.J., Pope, J.: Culture War? The Myth of a Polarized America (Great Questions in Politics), 3rd edn. Longman, Boston (2011)
go back to reference Gaunder, A.L.: Japanese Politics and Government. Routledge, New York (2017)CrossRef Gaunder, A.L.: Japanese Politics and Government. Routledge, New York (2017)CrossRef
go back to reference Gelman, A.: Red State, Blue State, Rich State, Poor State: Why Americans Vote the Way They Do. Princeton University Press, Princeton (2008) Gelman, A.: Red State, Blue State, Rich State, Poor State: Why Americans Vote the Way They Do. Princeton University Press, Princeton (2008)
go back to reference Gelman, A., Hill, J.: Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambridge University Press, Cambridge (2006)CrossRef Gelman, A., Hill, J.: Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambridge University Press, Cambridge (2006)CrossRef
go back to reference Gilens, M., Page, B.I.: Testing theories of American politics: elites, interest groups, and average citizens. Perspect. Politics 12, 564–581 (2014)CrossRef Gilens, M., Page, B.I.: Testing theories of American politics: elites, interest groups, and average citizens. Perspect. Politics 12, 564–581 (2014)CrossRef
go back to reference Graham, J., Haidt, J., Nosek, B.A.: Liberals and conservatives rely on different sets of moral foundations. J. Personal. Soc. Psychol. 96, 1029–1046 (2009)CrossRef Graham, J., Haidt, J., Nosek, B.A.: Liberals and conservatives rely on different sets of moral foundations. J. Personal. Soc. Psychol. 96, 1029–1046 (2009)CrossRef
go back to reference Habermas, J.: The Theory of Communicative Action. Beacon, Boston (1984) Habermas, J.: The Theory of Communicative Action. Beacon, Boston (1984)
go back to reference Haidt, J.: The emotional dog and its rational tail: a social intuitionist approach to moral judgment. Psychol. Rev. 108, 814 (2001)CrossRef Haidt, J.: The emotional dog and its rational tail: a social intuitionist approach to moral judgment. Psychol. Rev. 108, 814 (2001)CrossRef
go back to reference Haidt, J.: The Righteous Mind. Pantheon Books, New York (2012a) Haidt, J.: The Righteous Mind. Pantheon Books, New York (2012a)
go back to reference Haidt, J., Graham, J.: When morality opposes justice: conservatives have moral intuitions that liberals may not recognize. Soc. Justice Res. 20, 98–116 (2007)CrossRef Haidt, J., Graham, J.: When morality opposes justice: conservatives have moral intuitions that liberals may not recognize. Soc. Justice Res. 20, 98–116 (2007)CrossRef
go back to reference Haselmayer, M., Jenny, M.: Sentiment analysis of political communication: combining a dictionary approach with crowdcoding. Qual. Quant. 51, 2623–2646 (2017)CrossRef Haselmayer, M., Jenny, M.: Sentiment analysis of political communication: combining a dictionary approach with crowdcoding. Qual. Quant. 51, 2623–2646 (2017)CrossRef
go back to reference Higashiyama, M., Inui K., Matsumoto, Y.: Learning sentiment of nouns from selectional preferences of verbs and adjectives. In: Proceedings of the 14th Annual Meeting of the Association for Natural Language Processing, pp. 584–587 (2008) Higashiyama, M., Inui K., Matsumoto, Y.: Learning sentiment of nouns from selectional preferences of verbs and adjectives. In: Proceedings of the 14th Annual Meeting of the Association for Natural Language Processing, pp. 584–587 (2008)
go back to reference Hitlin, S., Vaisey, S.: The new sociology of morality. Annu. Rev. Sociol. 39, 51–68 (2013)CrossRef Hitlin, S., Vaisey, S.: The new sociology of morality. Annu. Rev. Sociol. 39, 51–68 (2013)CrossRef
go back to reference Hoover, J., Dehghani, M., Johnson, K., Iliev, R., Graham, J.: Into the wild: big data analytics in moral psychology. Structure 7, 269–279 (2016) Hoover, J., Dehghani, M., Johnson, K., Iliev, R., Graham, J.: Into the wild: big data analytics in moral psychology. Structure 7, 269–279 (2016)
go back to reference Jacob, J., Ethan, K., Suresh, N., Laurence, W.-S.: Political polarization and the dynamics of political language: evidence from 130 years of partisan speech. Brook. Pap. Econ. Act. 45, 1–81 (2012) Jacob, J., Ethan, K., Suresh, N., Laurence, W.-S.: Political polarization and the dynamics of political language: evidence from 130 years of partisan speech. Brook. Pap. Econ. Act. 45, 1–81 (2012)
go back to reference Kahneman, D., Tversky, A.: The psychology of preferences. Sci. Am. 246, 160–173 (1982)CrossRef Kahneman, D., Tversky, A.: The psychology of preferences. Sci. Am. 246, 160–173 (1982)CrossRef
go back to reference Kern, M.: 30-Second Politics. Insight Books, New York (1989) Kern, M.: 30-Second Politics. Insight Books, New York (1989)
go back to reference Kohno, M.: Japan’s Postwar Party Politics. Princeton University Press, Princeton (1997) Kohno, M.: Japan’s Postwar Party Politics. Princeton University Press, Princeton (1997)
go back to reference Lakoff, G.: Moral Politics: How Liberals and Conservatives Think. University of Chicago Press, Chicago (2002)CrossRef Lakoff, G.: Moral Politics: How Liberals and Conservatives Think. University of Chicago Press, Chicago (2002)CrossRef
go back to reference Lees, J.D., Shaw, M.T.: Committees in Legislatures: A Comparative Analysis. Duke University Press, Durham (1979) Lees, J.D., Shaw, M.T.: Committees in Legislatures: A Comparative Analysis. Duke University Press, Durham (1979)
go back to reference Lipset, S.M., Rokkan, S.: Party Systems and Voter Alignments: Cross-National Perspectives. Free Press, New York (1967) Lipset, S.M., Rokkan, S.: Party Systems and Voter Alignments: Cross-National Perspectives. Free Press, New York (1967)
go back to reference Marcus, G.E.: Emotions in politics. Annu. Rev. Polit. Sci. 3, 221–250 (2000)CrossRef Marcus, G.E.: Emotions in politics. Annu. Rev. Polit. Sci. 3, 221–250 (2000)CrossRef
go back to reference McCarty, N.M., Poole, K.T., Rosenthal, H.: Polarized America: The Dance of Ideology and Unequal Riches. (Walras-Pareto Lectures). MIT Press, Cambridge (2016) McCarty, N.M., Poole, K.T., Rosenthal, H.: Polarized America: The Dance of Ideology and Unequal Riches. (Walras-Pareto Lectures). MIT Press, Cambridge (2016)
go back to reference Mochizuki, M.: Managing and influencing the Japanese legislative process: the role of parties and the national diet. Ph.D. Thesis. Harvard University (1982) Mochizuki, M.: Managing and influencing the Japanese legislative process: the role of parties and the national diet. Ph.D. Thesis. Harvard University (1982)
go back to reference Muramatsu, M., Ito, M., Tsujinaka, Y.: Pressure Groups in Postwar Japan (Sengo Nihon no Atsuryoku Dantai). Toyo Keizai Inc., Tokyo (1986). (in Japanese) Muramatsu, M., Ito, M., Tsujinaka, Y.: Pressure Groups in Postwar Japan (Sengo Nihon no Atsuryoku Dantai). Toyo Keizai Inc., Tokyo (1986). (in Japanese)
go back to reference Napier, J.L., Jost, J.T.: Why are conservatives happier than liberals? Psychol. Sci. 19, 565–572 (2008)CrossRef Napier, J.L., Jost, J.T.: Why are conservatives happier than liberals? Psychol. Sci. 19, 565–572 (2008)CrossRef
go back to reference Neiman, J.L., Gonzalez, F.J., Wilkinson, K., Smith, K.B., Hibbing, J.R.: Speaking different languages or reading from the same script? Word usage of democratic and republican politicians. Political Commun. 33, 212–240 (2016)CrossRef Neiman, J.L., Gonzalez, F.J., Wilkinson, K., Smith, K.B., Hibbing, J.R.: Speaking different languages or reading from the same script? Word usage of democratic and republican politicians. Political Commun. 33, 212–240 (2016)CrossRef
go back to reference Onraet, E., Van Hiel, A., Dhont, K.: The relationship between right-wing ideological attitudes and psychological well-being. Personal Soc. Psychol. Bull. 39, 509–522 (2013)CrossRef Onraet, E., Van Hiel, A., Dhont, K.: The relationship between right-wing ideological attitudes and psychological well-being. Personal Soc. Psychol. Bull. 39, 509–522 (2013)CrossRef
go back to reference Pennebaker, J.W., Francis, M.E., Booth, R.J.: Linguistic Inquiry and Word Count. Erlbaum, Mahwah (2003) Pennebaker, J.W., Francis, M.E., Booth, R.J.: Linguistic Inquiry and Word Count. Erlbaum, Mahwah (2003)
go back to reference Perloff, R.M., Kinsey, D.: Political advertising as seen by consultants and journalists. J. Advert. Res. 32, 53–60 (1992) Perloff, R.M., Kinsey, D.: Political advertising as seen by consultants and journalists. J. Advert. Res. 32, 53–60 (1992)
go back to reference Polsby, N.: Legislature. In: Greenstein, F., Polsby, N. (eds.) Handbook of Political Science, vol. 5. Addison Wesley Publishing Company, Boston (1975) Polsby, N.: Legislature. In: Greenstein, F., Polsby, N. (eds.) Handbook of Political Science, vol. 5. Addison Wesley Publishing Company, Boston (1975)
go back to reference Portman, A.: From Might to Mandate: Values in Rulers’ Public Speeches in Finland 1809–2000. Publications of the Department of Social Research (2014) Portman, A.: From Might to Mandate: Values in Rulers’ Public Speeches in Finland 1809–2000. Publications of the Department of Social Research (2014)
go back to reference Sagi, E., Dehghani, M.: Measuring moral rhetoric in text. Soc. Sci. Comput. Rev. 32, 132–144 (2014)CrossRef Sagi, E., Dehghani, M.: Measuring moral rhetoric in text. Soc. Sci. Comput. Rev. 32, 132–144 (2014)CrossRef
go back to reference Sakamoto, T., Takikawa, H.: Cross-national measurement of polarization in political discourse: analyzing floor debate in the U.S. and the Japanese legislatures. In: Proceedings of 2017 IEEE International Conference on Big Data, abs/1711.02977, pp. 3022–3028 (2017) Sakamoto, T., Takikawa, H.: Cross-national measurement of polarization in political discourse: analyzing floor debate in the U.S. and the Japanese legislatures. In: Proceedings of 2017 IEEE International Conference on Big Data, abs/1711.02977, pp. 3022–3028 (2017)
go back to reference Sartori, G.: Parties and Party Systems: A Framework for Analysis. Cambridge University Press, Cambridge (1976) Sartori, G.: Parties and Party Systems: A Framework for Analysis. Cambridge University Press, Cambridge (1976)
go back to reference Schlenker, B.R., Chambers, J.R., Le, B.M.: Conservatives are happier than liberals, but why? Political ideology, personality, and life satisfaction. J. Res. Personal. 46, 127–146 (2012)CrossRef Schlenker, B.R., Chambers, J.R., Le, B.M.: Conservatives are happier than liberals, but why? Political ideology, personality, and life satisfaction. J. Res. Personal. 46, 127–146 (2012)CrossRef
go back to reference Schwartz, S.: Universals in the content and structure of values: theoretical advances and empirical tests in 20 countries. Adv. Exp. Soc. Psychol. 25, 1–65 (1992) Schwartz, S.: Universals in the content and structure of values: theoretical advances and empirical tests in 20 countries. Adv. Exp. Soc. Psychol. 25, 1–65 (1992)
go back to reference Schwartz, N.: Emotion, cognition, and decision-making. Cognit. Emot. 14, 433–440 (2000)CrossRef Schwartz, N.: Emotion, cognition, and decision-making. Cognit. Emot. 14, 433–440 (2000)CrossRef
go back to reference Schwartz, S.: Are there universal aspects in the structure and contents of human values? J. Soc. Issues 50, 19–45 (1994)CrossRef Schwartz, S.: Are there universal aspects in the structure and contents of human values? J. Soc. Issues 50, 19–45 (1994)CrossRef
go back to reference Shinoda, T.: Contemporary Japanese Politics: Institutional Changes and Power Shifts. Columbia University Press, New York (2013) Shinoda, T.: Contemporary Japanese Politics: Institutional Changes and Power Shifts. Columbia University Press, New York (2013)
go back to reference Sylwester, K., Purver, M.: Twitter language use reflects psychological differences between democrats and republicans. PLoS ONE 10, e0137422 (2015)CrossRef Sylwester, K., Purver, M.: Twitter language use reflects psychological differences between democrats and republicans. PLoS ONE 10, e0137422 (2015)CrossRef
go back to reference Truman, D.B.: The Governmental Process, 2d edn. Alfred A. Knopf, New York (1971) Truman, D.B.: The Governmental Process, 2d edn. Alfred A. Knopf, New York (1971)
go back to reference Vaisey, S., Miles, A.: Tools from moral psychology for measuring personal moral culture. Theor. Soc. 43, 311–332 (2014)CrossRef Vaisey, S., Miles, A.: Tools from moral psychology for measuring personal moral culture. Theor. Soc. 43, 311–332 (2014)CrossRef
go back to reference Wilson, T., Wiebe, J., Hoffman, P.: Recognizing contextual polarity in phrase-level sentiment analysis. In: Proceedings of the Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP), Vancouver, Canada, 6–8 October, pp. 347–354. Association for Computational Linguistics (2005) Wilson, T., Wiebe, J., Hoffman, P.: Recognizing contextual polarity in phrase-level sentiment analysis. In: Proceedings of the Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP), Vancouver, Canada, 6–8 October, pp. 347–354. Association for Computational Linguistics (2005)
go back to reference Wojcik, S.P., Hovasapian, A., Graham, J., Motyl, M., Ditto, P.H.: Conservatives report, but liberals display, greater happiness. Science 347, 1243–1246 (2015)CrossRef Wojcik, S.P., Hovasapian, A., Graham, J., Motyl, M., Ditto, P.H.: Conservatives report, but liberals display, greater happiness. Science 347, 1243–1246 (2015)CrossRef
go back to reference Young, L., Soroka, S.: Affective news: the automated coding of sentiment in political texts. Political Commun. 29, 205–231 (2012)CrossRef Young, L., Soroka, S.: Affective news: the automated coding of sentiment in political texts. Political Commun. 29, 205–231 (2012)CrossRef
Metadata
Title
The moral–emotional foundations of political discourse: a comparative analysis of the speech records of the U.S. and the Japanese legislatures
Authors
Hiroki Takikawa
Takuto Sakamoto
Publication date
11-07-2019
Publisher
Springer Netherlands
Published in
Quality & Quantity / Issue 2/2020
Print ISSN: 0033-5177
Electronic ISSN: 1573-7845
DOI
https://doi.org/10.1007/s11135-019-00912-7

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