| Literature DB >> 31534293 |
Jacques Gerstlé1, Alessandro Nai2.
Abstract
Very little is known in broad comparative terms about the nature and content of election campaigns. In this article, we present the first systematic and comparative assessment of the electoral campaigns of candidates having competed in elections across the world along three dimensions: negative campaigning, emotional campaigning and populist rhetoric. We do so by introducing a new dataset, based on expert judgements, that allows us to retrace the content of campaigns of 97 candidates having competed in 43 elections worldwide between 2016 and 2018. To put the importance of these three dimensions of electoral campaigns into perspective, we comparatively assess the extent to which these three dimensions are more or less likely to capture the attention of news media and to determine the electoral fate of those who rely on them. Our analyses reveal that negativity and emotionality significantly and substantially drive media coverage and electoral results: more positive and enthusiasm-based campaigns increase media attention, but so do campaigns based on personal attacks and fear appeals, especially during presidential elections and when the number of competing candidates is lower. Looking at electoral success, negativity backlashes overall, and yet personal attacks can be used successfully to increase the chances of an electoral victory. Furthermore, both appeals to enthusiasm (but not when a lot of candidates compete) and fear (especially in presidential elections) work as intended to capture the attention of the public and transform it into better electoral fortunes. We also discuss the results of a case study of the 2017 French presidential election, where we compare the campaigns of four leading candidates (Emmanuel Macron, Marine Le Pen, François Fillon and Jean-Luc Mélenchon); results of the case study offer interesting insights to understand the general trends, and beyond.Entities:
Keywords: Comparative political communication; France; electoral campaigns; emotions; negative campaigning; populism
Year: 2019 PMID: 31534293 PMCID: PMC6690035 DOI: 10.1177/0267323119861875
Source DB: PubMed Journal: Eur J Commun ISSN: 0267-3231
Elections.
| Country | Election | Date |
|---|---|---|
| Argentina | Legislative election | 22-Oct-2017 |
| Australia | Federal election | 2-Jul-2016 |
| Austria | Presidential election | 4-Dec-2016 |
| Austria | Legislative election | 15-Oct-2017 |
| Bulgaria | Presidential election | 6-Nov-2016 |
| Bulgaria | Legislative election | 26-Mar-2017 |
| Chile | Presidential election | 19-Nov-2017 |
| Colombia | Presidential election | 27-May-2018 |
| Croatia | Election of the Assembly | 11-Sep-2016 |
| Cyprus | Presidential election | 28-Jan-2018 |
| Czech Republic | Legislative election | 20-Oct-2017 |
| Czech Republic | Presidential election | 12-Jan-2018 |
| Finland | Presidential election | 28-Jan-2018 |
| France | Presidential election | 23-Apr-2017 |
| France | Election of the National Assembly | 11-Jun-2017 |
| Germany | Federal elections | 24-Sep-2017 |
| Hungary | Parliamentary elections | 8-Apr-2018 |
| Iceland | Presidential election | 25-Jun-2016 |
| Iceland | Election for the Althing | 29-Oct-2016 |
| Iceland | Election for the Althing | 28-Oct-2017 |
| Italy | General election | 4-Mar-2018 |
| Japan | House of Councillors election | 10-Jul-2016 |
| Japan | Election of the House of Representatives | 22-Oct-2017 |
| Lithuania | Parliamentary election | 9-Oct-2016 |
| Malaysia | Malaysian House of Representatives | 9-May-2018 |
| Malta | General elections | 3-Jun-2017 |
| Mexico | Presidential election | 1-Jul-2018 |
| New Zealand | General election | 23-Sep-2017 |
| Northern Ireland | Assembly election | 2-Mar-2017 |
| Norway | Parliamentary election | 11-Sep-2017 |
| Pakistan | General elections | 25-Jul-2018 |
| Romania | Legislative election | 11-Dec-2016 |
| Russia | Election of the State Duma | 18-Sep-2016 |
| Russia | Presidential election | 18-Mar-2018 |
| Slovenia | Presidential election | 22-Oct-2017 |
| Slovenia | Parliamentary elections | 3-Jun-2018 |
| South Korea | Presidential election | 9-May-2017 |
| Spain | General election | 26-Jun-2016 |
| Sweden | General election | 9-Sep-2018 |
| The Netherlands | General elections | 15-Mar-2017 |
| Turkey | Presidential election | 24-Jun-2018 |
| UK | Election of the British House of Commons | 8-Jun-2017 |
| USA | Presidential election | 8-Nov-2016 |
Candidates.
| Candidate | Party | Country | Election | Experts ( | |
|---|---|---|---|---|---|
| Cristina Fernández de Kirchner | Frente para la Victoria | Argentina | L | 22-Oct-2017 | 14 (11) |
| Richard Di Natale | The Greens | Australia | L | 2-Jul-2016 | 26 (4) |
| Bill Shorten | Australian Labour Party | Australia | L | 2-Jul-2016 | 26 (6) |
| Malcolm Turnbull | Liberal Party of Australia/Nationals | Australia | L | 2-Jul-2016 | 26 (9) |
| Norbert Hofer | Freedom Party of Austria | Austria | P | 4-Dec-2016 | 37 (17) |
| Christian Kern | Social Democratic Party of Austria | Austria | L | 15-Oct-2017 | 27 (7) |
| Sebastian Kurz | Austrian People’s Party | Austria | L | 15-Oct-17 | 27 (8) |
| Heinz-Christian Strache | Freedom Party of Austria | Austria | L | 15-Oct-2017 | 27 (7) |
| Alexander Van der Bellen | Independent candidate/The Greens | Austria | P | 4-Dec-2016 | 37 (16) |
| Boyko Borisov | Citizens for European Development of Bulgaria | Bulgaria | L | 26-Mar-2017 | 15 (4) |
| Korneliya Ninova | Bulgarian Socialist Party | Bulgaria | L | 26-Mar-2017 | 15 (4) |
| Rumen Radev | Independent candidate/Bulgarian Socialist Party | Bulgaria | P | 6-Nov-2016 | 23 (11) |
| Tsetska Tsacheva | Citizens for European Development of Bulgaria | Bulgaria | P | 6-Nov-2016 | 23 (10) |
| Alejandro Guillier | Independent candidate/The Force of the Majority | Chile | P | 19-Nov-2017 | 11 (7) |
| Iván Duque Márquez | Grand Alliance for Colombia | Colombia | P | 27-May-2018 | 16 (6) |
| Gustavo Petro | List of Decency | Colombia | P | 27-May-2018 | 16 (8) |
| Zoran Milanović | Social Democratic Party of Croatia | Croatia | L | 11-Sep-2016 | 18 (4) |
| Božo Petrov | Bridge of Independent Lists | Croatia | L | 11-Sep-2016 | 18 (3) |
| Andrej Plenković | Croatian Democratic Union | Croatia | L | 11-Sep-2016 | 18 (6) |
| Nicos Anastasiades | Democratic Rally | Cyprus | P | 28-Jan-2018 | 9 (7) |
| Andrej Babiš | ANO | Czech Republic | L | 20-Oct-2017 | 23 (6) |
| Jiří Drahoš | Independent candidate | Czech Republic | P | 12-Jan-2018 | 18 (8) |
| Tomio Okamura | Freedom and Direct Democracy | Czech Republic | L | 20-Oct-2017 | 23 (9) |
| Lubomír Zaorálek | Czech Social Democratic Party | Czech Republic | L | 20-Oct-2017 | 23 (4) |
| Miloš Zeman | Party of Civic Rights | Czech Republic | P | 12-Jan-2018 | 18 (10) |
| Pekka Haavisto | Green League | Finland | P | 28-Jan-2018 | 18 (10) |
| Sauli Niinistö | Independent candidate | Finland | P | 28-Jan-2018 | 18 (7) |
| François Baroin | Les Républicains | France | L | 11-Jun-2017 | 12 (4) |
| Bernard Cazeneuve | Parti Socialiste | France | L | 11-Jun-2017 | 12 (4) |
| François Fillon | Les Républicains | France | P | 23-Apr-2017 | 34 (6) |
| Marine Le Pen | Front National | France | P | 23-Apr-2017 | 34 (6) |
| Emmanuel Macron | En Marche | France | P | 23-Apr-2017 | 34 (7) |
| Jean-Luc Mélenchon | La France Insoumise | France | P | 23-Apr-2017 | 34 (7) |
| Alexander Gauland | Alternative for Germany | Germany | L | 24-Sep-2017 | 44 (13) |
| Angela Merkel | CDU/CSU | Germany | L | 24-Sep-2017 | 44 (11) |
| Martin Schulz | SPD | Germany | L | 24-Sep-2017 | 44 (13) |
| Viktor Orbán | Fidesz | Hungary | L | 8-Apr-2018 | 12 (4) |
| Gábor Vona | Jobbik | Hungary | L | 8-Apr-2018 | 12 (5) |
| Bjarni Benediktsson | Independence Party | Iceland | L | 28-Oct-2017 | 7 (3) |
| Oddný Guðbjörg Harðardóttir | Social Democratic Alliance | Iceland | L | 29-Oct-2016 | 14 (4) |
| Katrín Jakobsdóttir | Left-Green Movement | Iceland | L | 29-Oct-2016 | 14 (4) |
| Katrín Jakobsdóttir | Left-Green Movement | Iceland | L | 28-Oct-2017 | 7 (4) |
| Birgitta Jónsdóttir | Pirate Party | Iceland | L | 29-Oct-2016 | 14 (3) |
| Davíð Oddsson | Independence Party | Iceland | P | 25-Jun-2016 | 14 (3) |
| Silvio Berlusconi | Forza Italia | Italy | L | 4-Mar-2018 | 34 (9) |
| Luigi Di Maio | Movimento 5 Stelle | Italy | L | 4-Mar-2018 | 34 (5) |
| Matteo Renzi | Partito Democratico | Italy | L | 4-Mar-2018 | 34 (7) |
| Matteo Salvini | Lega | Italy | L | 4-Mar-2018 | 34 (8) |
| Shinzō Abe | Liberal Democratic Party | Japan | L | 10-Jul-2016 | 21 (6) |
| Shinzō Abe | Liberal Democratic Party of Japan | Japan | L | 22-Oct-2017 | 20 (8) |
| Yukio Edano | Democratic Party of Japan | Japan | L | 10-Jul-2016 | 21 (4) |
| Yuriko Koike | Kibō no Tō | Japan | L | 22-Oct-2017 | 20 (7) |
| Kazuo Shii | Japanese Communist Party | Japan | L | 10-Jul-2016 | 21 (3) |
| Natsuo Yamaguchi | Komeito | Japan | L | 10-Jul-2016 | 21 (5) |
| Algirdas Butkevičius | Social Democratic Party of Lithuania | Lithuania | L | 9-Oct-2016 | 28 (5) |
| Ramūnas Karbauskis | Lithuanian Peasant and Greens Union | Lithuania | L | 9-Oct-2016 | 28 (3) |
| Gabrielius Landsbergis | Homeland Union – Lithuanian Christian Democrats | Lithuania | L | 9-Oct-2016 | 28 (8) |
| Mahathir Mohamad | Pakatan Harapan | Malaysia | L | 9-May-2018 | 9 (3) |
| Najib Razak | Barisan Nasional | Malaysia | L | 9-May-2018 | 9 (6) |
| Simon Busuttil | Nationalist Party | Malta | L | 3-Jun-2017 | 11 (5) |
| Joseph Muscat | Labour Party | Malta | L | 3-Jun-2017 | 11 (4) |
| Ricardo Anaya | National Action Party | Mexico | P | 1-Jul-2018 | 27 (12) |
| Andrés Manuel López Obrador | National Regeneration Movement | Mexico | P | 1-Jul-2018 | 27 (11) |
| Bill English | National | New Zealand | L | 23-Sep-2017 | 16 (4) |
| Winston Peters | New Zealand First | New Zealand | L | 23-Sep-2017 | 16 (4) |
| Arlene Foster | Democratic Unionist Party | Northern Ireland | L | 2-Mar-2017 | 21 (10) |
| Michelle O’Neill | Sinn Féin | Northern Ireland | L | 2-Mar-2017 | 21 (7) |
| Siv Jensen | Progress Party | Norway | L | 11-Sep-2017 | 26 (4) |
| Erna Solberg | Conservative Party | Norway | L | 11-Sep-2017 | 26 (9) |
| Jonas Gahr Støre | Labour Party | Norway | L | 11-Sep-2017 | 26 (3) |
| Imran Khan | Pakistan Tehreek-e-Insaf | Pakistan | L | 25-Jul-2018 | 17 (5) |
| Shehbaz Sharif | Pakistan Muslim League | Pakistan | L | 25-Jul-2018 | 17 (9) |
| Liviu Dragnea | Social Democratic Party | Romania | L | 11-Dec-2016 | 23 (13) |
| Alina Gorghiu | National Liberal Party | Romania | L | 11-Dec-2016 | 23 (5) |
| Dmitry Medvedev | United Russia | Russia | L | 18-Sep-2016 | 28 (9) |
| Vladimir Putin | Independent candidate | Russia | P | 18-Mar-2018 | 20 (8) |
| Vladimir Zhirinovsky | Liberal Democratic Party | Russia | L | 18-Sep-2016 | 28 (9) |
| Vladimir Zhirinovsky | Liberal Democratic Party | Russia | P | 18-Mar-2018 | 20 (9) |
| Janez Janša | Slovenian Democratic Party | Slovenia | L | 3-Jun-2018 | 5 (5) |
| Borut Pahor | Independent candidate | Slovenia | P | 22-Oct-2017 | 6 (4) |
| Hong Jun-pyo | Liberty Korea Party | South Korea | P | 9-May-2017 | 8 (4) |
| Pablo Iglesias | Unidos Podemos | Spain | L | 26-Jun-2016 | 19 (4) |
| Albert Rivera | Ciudadanos | Spain | L | 26-Jun-2016 | 19 (3) |
| Pedro Sánchez | Partido Socialista Obrero Español | Spain | L | 26-Jun-2016 | 19 (4) |
| Jimmie Åkesson | Sweden Democrats | Sweden | L | 9-Sep-2018 | 9 (5) |
| Mark Rutte | People’s Party for Freedom and Democracy | The Netherlands | L | 15-Mar-2017 | 40 (8) |
| Sybrand van Haersma Buma | Christian Democratic Appeal | The Netherlands | L | 15-Mar-2017 | 40 (4) |
| Geert Wilders | Party for Freedom | The Netherlands | L | 15-Mar-2017 | 40 (13) |
| Meral Akşener | İyi Party | Turkey | P | 24-Jun-2018 | 26 (9) |
| Recep Tayyip Erdoğan | Justice and Development Party | Turkey | P | 24-Jun-2018 | 26 (7) |
| Muharrem İnce | Republican People’s Party | Turkey | P | 24-Jun-2018 | 26 (8) |
| Jeremy Corbyn | Labour Party | UK | L | 8-Jun-2017 | 48 (14) |
| Tim Farron | Liberal Democrats | UK | L | 8-Jun-2017 | 48 (4) |
| Theresa May | Conservative Party | UK | L | 8-Jun-2017 | 48 (10) |
| Paul Nuttall | UK Independence Party | UK | L | 8-Jun-2017 | 48 (4) |
| Hillary Clinton | Democratic Party | USA | P | 8-Nov-2016 | 75 (28) |
| Donald Trump | Republican Party | USA | P | 8-Nov-2016 | 75 (34) |
L refers to legislative elections, and P to presidential elections.
(*)For the battery of questions measuring the use of populist language (appeals to the people, use of informal language, anti-elitism), only a subset of experts was consulted, signalled as the number within parentheses.
Figure 9.Underlying dimensions of electoral communication (PCA loading scores).
N = 97. Components extracted through PCA; test of sphericity p < .001.
Figure 1.Loathing and populism in electoral campaigns by international candidates (n = 69).
N = 97. Values on the x-axis (Loathing) reflect candidates’ scores on the first underlying dimension extracted by PCA (component 1); values on the y-axis (Populism) reflect candidates’ scores on the second underlying dimension extracted by PCA (component 2).
Figure 2.Dimensions of communication and media attention.
N = 97. Dependent variable is media attention and varies between 0 (‘very low’) and 100 (‘very high’).
Media attention by elements of communication, hierarchical linear regressions.
| M1 | M2 | M3 | M4 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coef. |
| Significance | Coef. |
| Significance | Coef. |
| Significance | Coef. |
| Significance | |
| Negativity | −41.26 | (19.79) |
| −41.64 | (40.06) | −169.94 | (63.02) |
| 110.21 | (56.80) |
| |
| Personal attacks | 34.88 | (13.97) |
| 36.76 | (22.68) | 83.61 | (45.96) |
| 8.73 | (40.39) | ||
| Enthusiasm | 49.31 | (13.38) |
| 66.22 | (25.22) |
| 105.02 | (39.25) |
| 59.49 | (41.27) | |
| Fear | 48.38 | (15.08) |
| 48.58 | (23.65) |
| 161.64 | (45.13) |
| −60.61 | (43.10) | |
| Appeals to people | −11.33 | (8.82) | −14.42 | (12.76) | −25.07 | (28.25) | 12.69 | (25.53) | ||||
| Informal language | −9.53 | (9.51) | 0.15 | (14.44) | −50.08 | (28.87) |
| 24.40 | (29.10) | |||
| Anti-elitism | 8.15 | (7.95) | 6.71 | (13.59) | 32.17 | (24.65) | −31.39 | (24.03) | ||||
| Left–right | −0.79 | (0.96) | −1.35 | (1.06) | −0.82 | (0.95) | −0.67 | (0.95) | ||||
| Female | 1.58 | (3.44) | 1.68 | (3.72) | −0.14 | (3.46) | 1.83 | (3.40) | ||||
| Year born | 0.00 | (0.01) | −0.00 | (0.02) | 0.01 | (0.01) | 0.01 | (0.02) | ||||
| Incumbent | 6.88 | (3.57) |
| 8.45 | (3.81) |
| 4.48 | (3.46) | 5.41 | (3.63) | ||
| Electoral system: PR | 8.84 | (2.81) |
| 33.68 | (27.22) | 9.66 | (3.16) |
| 11.15 | (2.82) |
| |
| Effective | 1.70 | (0.88) |
| 1.73 | (0.96) |
| 5.48 | (7.24) | 1.48 | (0.88) |
| |
| Presidential election | 2.70 | (3.25) | 3.98 | (3.48) | 3.63 | (3.55) | 22.96 | (27.01) | ||||
| PR × Negativity | 8.43 | (46.79) | ||||||||||
| PR × Personal Attacks | −9.81 | (28.74) | ||||||||||
| PR × Enthusiasm | −32.31 | (30.49) | ||||||||||
| PR × Fear | −7.28 | (31.57) | ||||||||||
| PR × Appeal to People | 2.98 | (18.41) | ||||||||||
| PR × Informal Language | −18.23 | (20.58) | ||||||||||
| PR × Anti-Elitism | 6.56 | (16.77) | ||||||||||
| ENC × Negativity | 28.27 | (13.10) |
| |||||||||
| ENC × Personal Attacks | −8.85 | (10.29) | ||||||||||
| ENC × Enthusiasm | −11.05 | (8.01) | ||||||||||
| ENC × Fear | −24.05 | (8.85) |
| |||||||||
| ENC × Appeal to People | 3.08 | (6.53) | ||||||||||
| ENC × Informal Language | 7.98 | (5.46) | ||||||||||
| ENC × Anti-Elitism | −4.91 | (4.82) | ||||||||||
| Presidential Election × Negativity | −120.91 | (43.14) |
| |||||||||
| Presidential Election × Personal Attacks | 24.24 | (31.20) | ||||||||||
| Presidential Election × Enthusiasm | −10.03 | (33.40) | ||||||||||
| Presidential Election × Fear | 88.73 | (34.51) |
| |||||||||
| Presidential Election × Appeal to People | −14.90 | (18.27) | ||||||||||
| Presidential Election × Informal Language | −26.72 | (21.93) | ||||||||||
| Presidential Election × Anti-Elitism | 27.82 | (18.96) | ||||||||||
| Intercept | 22.09 | (32.96) | 16.42 | (38.72) | −11.40 | (47.13) | −28.39 | (48.07) | ||||
| 97 | 97 | 97 | 97 | |||||||||
| 43 | 43 | 43 | 43 | |||||||||
|
| 0.419 | 0.453 | 0.507 | 0.517 | ||||||||
| Model χ2 | 59.09 | 62.05 | 82.90 | 80.33 | ||||||||
All models are random-effect hierarchical linear regressions (HLM) where candidates are nested within elections. Dependent variable is media attention and varies between 0 (‘very low’) and 100 (‘very high’). PR: proportional representation.
p<0.001; ** p<0.01; * p<0.05; † p<0.10.
Figure 3.Media attention by Negativity × Election Type; marginal effects with 95% CIs.
N = 97. Dependent variable is media attention and varies between 0 (‘very low’) and 100 (‘very high’).
Figure 4.Media attention by Fear × Election Type; marginal effects with 95% CIs.
N = 97. Dependent variable is media attention and varies between 0 (‘very low’) and 100 (‘very high’).
Figure 5.Dimensions of communication and electoral results.
N = 97. Dependent variable is absolute electoral success, expressed in the percentage of ballots received during the election (between 0% and 100%).
Electoral success by elements of communication, hierarchical linear regressions.
| M1 | M2 | M3 | M4 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coef. |
| Significance | Coef. |
| Significance | Coef. |
| Significance | Coef. |
| Significance | |
| Negativity | −42.55 | (16.39) |
| −58.66 | (33.60) |
| −68.06 | (53.12) | 15.02 | (49.32) | ||
| Personal attacks | 23.67 | (11.58) |
| 20.71 | (19.02) | 55.94 | (38.78) | 12.69 | (35.08) | |||
| Enthusiasm | 39.49 | (11.08) |
| 45.07 | (21.15) |
| 105.85 | (33.25) |
| −6.67 | (35.83) | |
| Fear | 49.77 | (12.50) |
| 60.18 | (19.84) |
| 81.07 | (38.27) |
| −27.04 | (37.43) | |
| Appeals to people | 6.32 | (7.31) | 1.97 | (10.70) | 0.39 | (24.48) | 8.68 | (22.17) | ||||
| Informal language | −13.73 | (7.88) |
| −10.59 | (12.11) | −32.37 | (24.26) | −8.51 | (25.27) | |||
| Anti-elitism | 3.12 | (6.59) | 5.65 | (11.40) | 7.72 | (20.84) | 2.06 | (20.87) | ||||
| Left–right | −1.03 | (0.80) | −1.05 | (0.89) | −1.00 | (0.84) | −0.96 | (0.83) | ||||
| Female | −0.69 | (2.85) | −0.20 | (3.12) | −1.63 | (2.94) | −1.25 | (2.95) | ||||
| Year born | −0.00 | (0.01) | −0.01 | (0.01) | −0.00 | (0.01) | 0.01 | (0.01) | ||||
| Incumbent | 8.64 | (2.96) |
| 9.13 | (3.20) |
| 8.15 | (3.05) |
| 7.92 | (3.15) |
|
| Electoral system: PR | 2.52 | (2.33) | 3.31 | (22.83) | 1.65 | (2.48) | 2.95 | (2.45) | ||||
| Effective | −2.65 | (0.73) |
| −2.60 | (0.80) |
| 4.88 | (6.09) | −2.44 | (0.77) |
| |
| Presidential election | 4.56 | (2.69) |
| 4.46 | (2.91) | 4.40 | (2.81) | −25.70 | (23.46) | |||
| PR × Negativity | 30.63 | (39.24) | ||||||||||
| PR × Personal Attacks | 4.38 | (24.11) | ||||||||||
| PR × Enthusiasm | −13.68 | (25.57) | ||||||||||
| PR × Fear | −24.24 | (26.48) | ||||||||||
| PR × Appeal to People | 9.69 | (15.44) | ||||||||||
| PR × Informal Language | −4.30 | (17.26) | ||||||||||
| PR × Anti-Elitism | −5.08 | (14.07) | ||||||||||
| ENC × Negativity | 7.35 | (11.12) | ||||||||||
| ENC × Personal Attacks | −6.68 | (8.62) | ||||||||||
| ENC × Enthusiasm | −13.91 | (6.87) |
| |||||||||
| ENC × Fear | −8.18 | (7.49) | ||||||||||
| ENC × Appeal to People | 0.99 | (5.64) | ||||||||||
| ENC × Informal Language | 3.88 | (4.64) | ||||||||||
| ENC × Anti-Elitism | −0.75 | (4.08) | ||||||||||
| Presidential Election × Negativity | −44.37 | (37.46) | ||||||||||
| Presidential Election × Personal Attacks | 11.36 | (27.10) | ||||||||||
| Presidential Election × Enthusiasm | 39.78 | (29.01) | ||||||||||
| Presidential Election × Fear | 62.40 | (29.96) |
| |||||||||
| Presidential Election × Appeal to People | −0.86 | (15.87) | ||||||||||
| Presidential Election × Informal Language | −3.56 | (19.04) | ||||||||||
| Presidential Election × Anti-Elitism | −1.22 | (16.47) | ||||||||||
| Intercept | 8.24 | (27.31) | 16.12 | (32.47) | −27.02 | (39.81) | 16.45 | (41.75) | ||||
| 97 | 97 | 97 | 97 | |||||||||
| 43 | 43 | 43 | 43 | |||||||||
|
| 0.567 | 0.582 | 0.620 | 0.605 | ||||||||
| Model χ2 | 107.4 | 104.5 | 122.2 | 114.8 | ||||||||
All models are random-effect hierarchical linear regressions (HLM) where candidates are nested within elections. Dependent variable is absolute electoral success, expressed in the percentage of ballots received during the election (between 0% and 100%). PR: proportional representation.
p<0.001; ** p<0.01; * p<0.05; † p<0.10.
Figure 6.Electoral success by Fear × Election Type; marginal effects with 95% CIs.
N = 97. Dependent variable is absolute electoral success, expressed in the percentage of ballots received during the election (between 0% and 100%).
Figure 7.Elements of communication in the 2017 French presidential elections.
The y-axis represents the intensity of use of each communication element, as assessed by experts.
Figure 8.Issue of attacks in the 2017 French presidential elections.
The y-axis represents to what extent experts judged that candidates attacked their rivals on those issues.
Media attention by elements of communication, hierarchical linear regressions.
| M1 | M2 | M3 | M4 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coef. |
| Significance | Coef. |
| Significance | Coef. |
| Significance | Coef. |
| Significance | |
| Loathing | 0.78 | (0.92) | −0.37 | (1.59) | −1.12 | (2.15) | 1.91 | (2.52) | ||||
| Populism | −0.54 | (1.11) | 0.29 | (1.85) | −2.35 | (3.19) | 2.18 | (3.37) | ||||
| Left-right | −0.14 | (1.05) | −0.24 | (1.07) | −0.21 | (1.06) | −0.33 | (1.08) | ||||
| Female | −0.86 | (3.81) | 0.19 | (3.98) | −0.99 | (3.97) | −0.95 | (3.87) | ||||
| Year born | −0.01 | (0.02) | −0.01 | (0.02) | −0.01 | (0.02) | −0.01 | (0.02) | ||||
| Incumbent | 13.63 | (3.51) |
| 13.63 | (3.59) |
| 14.01 | (3.56) |
| 14.66 | (3.70) |
|
| Electoral system: PR | 5.49 | (3.07) |
| 5.52 | (3.11) |
| 4.98 | (3.12) | 5.56 | (3.15) |
| |
| Effective | 1.21 | (0.98) | 1.11 | (1.00) | 1.19 | (0.99) | 1.15 | (0.99) | ||||
| Presidential election | 3.57 | (3.63) | 4.07 | (3.71) | 3.89 | (3.69) | 3.93 | (3.67) | ||||
| PR × Loathing | 1.50 | (1.62) | ||||||||||
| PR × Populism | −1.14 | (2.36) | ||||||||||
| ENC × Loathing | 0.43 | (0.44) | ||||||||||
| ENC × Populism | 0.41 | (0.68) | ||||||||||
| Presidential Election × Loathing | −0.70 | (1.68) | ||||||||||
| Presidential Election × Populism | −2.12 | (2.52) | ||||||||||
| Intercept | 76.42 | (32.00) |
| 75.06 | (32.29) |
| 76.02 | (32.32) |
| 73.28 | (32.71) |
|
| 97 | 97 | 97 | 97 | |||||||||
| 43 | 43 | 43 | 43 | |||||||||
|
| 0.197 | 0.207 | 0.209 | 0.206 | ||||||||
| Model χ2 | 21.35 | 22.18 | 22.43 | 22 | ||||||||
All models are random-effect hierarchical linear regressions (HLM) where candidates are nested within elections. Dependent variable is media attention and varies between 0 (‘very low’) and 100 (‘very high’). PR: proportional representation.
p<0.001; ** p<0.01; * p<0.05; † p<0.10.
Electoral success by elements of communication, hierarchical linear regressions.
| M1 | M2 | M3 | M4 | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Coef. |
| Significance | Coef. |
| Significance | Coef. |
| Significance | Coef. |
| Significance | |
| Loathing | 0.06 | (0.77) | −1.16 | (1.32) | −3.36 | (1.76) |
| 2.55 | (2.09) | |||
| Populism | 0.64 | (0.92) | 1.17 | (1.54) | 1.03 | (2.60) | 0.54 | (2.79) | ||||
| Left-right | −0.40 | (0.87) | −0.44 | (0.89) | −0.50 | (0.86) | −0.43 | (0.89) | ||||
| Female | −2.17 | (3.17) | −1.28 | (3.29) | −1.25 | (3.23) | −1.72 | (3.21) | ||||
| Year born | −0.01 | (0.01) | −0.01 | (0.01) | −0.01 | (0.01) | −0.01 | (0.01) | ||||
| Incumbent | 14.13 | (2.92) |
| 14.12 | (2.98) |
| 14.29 | (2.90) |
| 14.74 | (3.06) |
|
| Electoral system: PR | −0.32 | (2.55) | −0.27 | (2.58) | −1.11 | (2.54) | −0.87 | (2.61) | ||||
| Effective | −3.00 | (0.82) |
| −3.13 | (0.83) |
| −3.11 | (0.81) |
| −2.97 | (0.82) |
|
| Presidential election | 5.01 | (3.02) |
| 5.40 | (3.08) |
| 4.87 | (3.01) | 5.05 | (3.04) |
| |
| PR × Loathing | 1.71 | (1.49) | ||||||||||
| PR × Populism | −0.74 | (1.96) | ||||||||||
| ENC × Loathing | 0.77 | (0.36) |
| |||||||||
| ENC × Populism | −0.09 | (0.56) | ||||||||||
| Presidential Election × Loathing | −1.79 | (1.39) | ||||||||||
| Presidential Election × Populism | 0.18 | (2.09) | ||||||||||
| Intercept | 56.81 | (26.62) |
| 55.62 | (26.81) |
| 59.98 | (26.36) |
| 59.92 | (27.09) |
|
| 97 | 97 | 97 | 97 | |||||||||
| 43 | 43 | 43 | 43 | |||||||||
|
| 0.397 | 0.407 | 0.429 | 0.409 | ||||||||
| Model χ2 | 57.29 | 58.31 | 63.84 | 58.72 | ||||||||
All models are random-effect hierarchical linear regressions (HLM) where candidates are nested within elections. Dependent variable is absolute electoral success, expressed in the percentage of ballots received during the election (between 0% and 100%). PR: proportional representation.
p<0.001; ** p<0.01; * p<0.05; † p<0.10.