Marcus Tannenberg’s research while affiliated with University of Gothenburg and other places

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Publications (9)


Figure 1. Estimated effect of sponsor perception (government) on trust across level of democracy.
Figure 4. Estimated effect of sponsor perception (government) on values across level of democracy.
Figure 5. Estimated effect of ethnic threat across level of democracy.
List of dependent variables by category and potential sensitivity.
The autocratic bias: self-censorship of regime support
  • Article
  • Full-text available

November 2021

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72 Reads

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56 Citations

Marcus Tannenberg

Because of a perceived (and real) risk of repressive action, some survey questions are sensitive in more autocratic countries while less so in more democratic countries. Yet, survey data on potentially sensitive topics are frequently used in comparative research despite concerns about comparability. To examine the comparability of politically sensitive questions, I employ a multilevel analysis with more than 228,000 respondents in 37 African countries to test for systematic bias when the survey respondents believe (fear) that the government, rather than an independent research institute, has commissioned the survey. The findings indicate that fear of the government induces a substantial and significant bias on questions regarding trust, approval and corruption perceptions in more autocratic countries, but not in more democratic countries. In contrast, innocuous, apolitical questions are not systematically influenced by regime type.

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Figure 1. Distribution of estimated prevalence by hypothesized sensitivity bias from list experiments included in Blair et al.'s (2020) meta analysis. Recommendations are based on a preference for a conservative estimate (see Table 1).
Figure 2. DiM estimates of the item of interest using conventional, placebo, and mixed control groups. The dotted line at τ = 1/ 6 marks the true prevalence of the item being estimated.
Control lists yielding (mostly) conservative estimates when testing for sensitivity bias.
Dealing with measurement error in list experiments: Choosing the right control list design

April 2021

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59 Reads

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4 Citations

Research & Politics

List experiments are widely used in the social sciences to elicit truthful responses to sensitive questions. Yet, the research design commonly suffers from the problem of measurement error in the form of non-strategic respondent error, where some inattentive participants might provide random responses. This type of error can result in severely biased estimates. A recently proposed solution is the use of a necessarily false placebo item to equalize the length of the treatment and control lists in order to alleviate concerns about respondent error. In this paper we show theoretically that placebo items do not in general eliminate bias caused by non-strategic respondent error. We introduce a new option, the mixed control list, and show how researchers can choose between different control list designs to minimize the problems caused by inattentive respondents. We provide researchers with practical guidance to think carefully about the bias that inattentive respondents might cause in a given application of the list experiment. We also report results from a large novel list experiment fielded to over 4900 respondents, specifically designed to illustrate our theoretical argument and recommendations.


Claiming the right to rule: regime legitimation strategies from 1900 to 2019

February 2021

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407 Reads

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75 Citations

European Political Science Review

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Marcus Tannenberg

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Michael Bernhard

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Governments routinely justify why the regime over which they preside is entitled to rule. These claims to legitimacy are both an expression of and shape of how a rule is being exercised. In this paper, we introduce new expert-coded measures of regime legitimation strategies (RLS) for 183 countries in the world from 1900 to 2019. Country experts rated the extent to which governments justify their rule based on performance, the person of the leader, rational-legal procedures, and ideology. They were also asked to qualify the ideology of the regime. The main purposes of this paper are to present the conceptual basis for the measure, describe the data, and provide convergent, content, and construct validity tests for new measures. Our measure of regime legitimation performs well in all these three validation tests, most notably, the construct validity exercise which explores commonly held beliefs about leadership under populist rule.


Figure 1. Design.
Figure 2. Point estimates with confidence intervals by item and technique.
Figure 3. Self-censorship by subgroup for each list item.
Self-censorship of regime support in authoritarian states: Evidence from list experiments in China

July 2019

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278 Reads

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91 Citations

Research & Politics

The study of popular support for authoritarian regimes has long relied on the assumption that respondents provide truthful answers to surveys. However, when measuring regime support in closed political systems there is a distinct risk that individuals are less than forthright due to fear that their opinions may be made known to the public or the authorities. In order to test this assumption, we conducted a novel web-based survey in China in which we included four list experiments of commonly used items in the comparative literature on regime support. We find systematic bias for all four measures; substantially more individuals state that they support the regime with direct questioning than when presented with our indirect list experiments. The level of self-censorship, which ranges from 24.5 to 26.5 percentage points, is considerably higher than previously thought. Self-censorship is further most prevalent among the wealthy, urban, female and younger respondents.


Regime Legitimation Strategies (RLS), 1900 to 2018

April 2019

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262 Reads

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7 Citations

In this paper we introduce new expert-coded measures of regime legitimation strategies for 179 countries inthe world from 1900 up until 2018 that are comparable across time and space. Country experts have ratedthe extent to which the government promotes or referencesits performance, the person of the leader, rational-legality, and ideologyin order to justify the regime in place. With regards to ideology, the experts are furtherasked to categorize the ideology of the regime asnationalist, communist/socialist, conservative/restorative,religious, and/or separatist. The main purpose of this paper is to describe and validate the data againstexpectations on claims from case studies as well as with existing regime type classifications. We show thatexperts do understand and can be employed to code legitimation claims. Not only do we document historicalshifts in legitimation claims, but the measures also pick up recent trends, such as, an increased emphasisof the leader in countries such as Russia, Turkey, Cambodia over the last decades, and more recently alsoin India and the Philippines; as well as recent increases in legitimation claims based on both conservativeand nationalist ideologies the European countries Serbia, Hungary and Poland, which also have experiencedautocratization in recent years.


Regime Legitimation Strategies (RLS) 1900 to 2018

January 2019

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146 Reads

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24 Citations

SSRN Electronic Journal

In this paper we introduce new expert-coded measures of regime legitimation strategies for 179 countries in the world from 1900 up until 2018 that are comparable across time and space. Country experts have rated the extent to which the government promotes or references its performance, the person of the leader, rational-legality, and ideology in order to justify the regime in place. With regards to ideology, the experts are further asked to categorize the ideology of the regime as nationalist, communist/socialist, conservative/restorative, religious, and/or separatist. The main purpose of this paper is to describe and validate the data against expectations on claims from case studies as well as with existing regime type classifications. We show that experts do understand and can be employed to code legitimation claims. Not only do we document historical shifts in legitimation claims, but the measures also pick up recent trends, such as, an increased emphasis of the leader in countries such as Russia, Turkey, Cambodia over the last decades, and more recently also in India and the Philippines; as well as recent increases in legitimation claims based on both conservative and nationalist ideologies the European countries Serbia, Hungary and Poland, which also have experienced autocratization in recent years.


Figure 1. Coding schema for the RoW typologies (for descriptions of variables see Coppedge et al., 2017a). 
Figure 2. The development of regime ambiguity in the world from 1900 to today. 
Table 2 . Comparison of six dichotomous measures to the RoW democracy threshold.
Figure 6. Percentage of RoW democracies by Polity score. Note: The dotted vertical lines mark Polity's suggested thresholds of autocracy (≤ −6) and democracy (≥ 6), with anocracy in between (Marshall et al., 2014). Cases of foreign interruption, interregnum or anarchy, and transitions (polity codes: −66, −77, and −88) are excluded from this comparison. 
Regimes of the World (RoW): Opening New Avenues for the Comparative Study of Political Regimes

March 2018

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4,887 Reads

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346 Citations

Politics and Governance

Classifying political regimes has never been more difficult. Most contemporary regimes hold de-jure multiparty elections with universal suffrage. In some countries, elections ensure that political rulers are—at least somewhat—accountable to the electorate whereas in others they are a mere window dressing exercise for authoritarian politics. Hence, regime types need to be distinguished based on the de-facto implementation of democratic institutions and processes. Using V-Dem data, we propose with Regimes of the World (RoW) such an operationalization of four important regime types—closed and electoral autocracies; electoral and liberal democracies—with vast coverage (almost all countries from 1900 to 2016). We also contribute a solution to a fundamental weakness of extant typologies: The unknown extent of misclassification due to uncertainty from measurement error. V-Dem’s measures of uncertainty (Bayesian highest posterior densities) allow us to be the first to provide a regime typology that distinguishes cases classified with a high degree of certainty from those with “upper” and “lower” bounds in each category. Finally, a comparison of disagreements with extant datasets (7%–12% of the country-years), demonstrates that the RoW classification is more conservative, classifying regimes with electoral manipulation and infringements of the political freedoms more frequently as electoral autocracies, suggesting that it better captures the opaqueness of contemporary autocracies.


Self-Censorship in Authoritarian States: Response Bias in Measures of Popular Support in China

January 2018

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237 Reads

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8 Citations

SSRN Electronic Journal

The study of popular support for authoritarian regimes, and the comparative study of political attitudes, has long relied on the assumption that survey respondents provide truthful answers on surveys. However, when measuring regime support in closed political systems there is a distinct risk that individuals are less than forthright due to fear that their opinions may be made known to the public or the authorities. In order to test this assumption, we conducted a novel web-based survey in China in which we included four list experiments of commonly used items in the comparative literature on regime support. We find systematic bias for all four measures as a result of selfcensorship; substantially more individuals state that they support the regime with direct questioning than do when presented with our anonymous, indirect list experiments. The level of self-censorship, which ranges from 16 to 22 percentage points, is considerably higher than previously thought. Selfcensorship is further most prevalent among the wealthy, urban, female and younger respondents. These findings indicate that prior studies that have found high levels of support for the Chinese regime using these particular measures likely overestimate the true level of support. Further, crossnational studies which compare popular support across regime type may be systematically biased if responses are not subject to the same level of falsification across regime types.


Citations (9)


... The suppression of critical voices serves the purposes of maintaining legitimacy, signaling political power, instilling fear among the public, and preventing collective actions (Deibert, 2015;King, Pan, & Roberts, 2013). The exercise of legal and political power thus becomes the root cause of self-censorship in such contexts (Tannenberg, 2022). In China, Chang and Manion (2021) found that citizens are especially cautious about discussing politics on Weibo during sensitive times. ...

Reference:

Understanding Avoidance of Political Discussions in an Autocratizing Society
The autocratic bias: self-censorship of regime support

... Additionally, we addressed concerns about inattentive respondents in online surveys (Kees et al., 2017), which can be particularly problematic for list experiments. Inattentive respondents in list experiments can choose the middle number of the list (3 out of 5 list items), which differs between treatment and control groups, generating measurement errors (Ahlquist, 2018;Agerberg and Tannenberg, 2021). To mitigate this issue, we conducted pre-experiment attention checks to exclude inattentive respondents. ...

Dealing with measurement error in list experiments: Choosing the right control list design

Research & Politics

... The reason according to the authors is that governments in democratic political systems were 'less responsive to their citizens' value preferences for freedom, democratic rights, and liberties than governments in autocratic political systems to their citizens' value preference for security' (Saam et al., 2022: 13). Consequently, the authors predict that pandemics like the COVID-19 can potentially strengthen autocratic regimes and weaken democratic political systems as democracies struggle to meet their people's conditions for freedom, while the autocracies respond to their people's security demands and use this as a source of legitimation (Saam et al., 2022;see also, Gerschewski 2023;Tannenberg et al., 2021). ...

Claiming the right to rule: regime legitimation strategies from 1900 to 2019

European Political Science Review

... Survey researchers working in authoritarian settings need to face the problem of preference falsification in survey responses. As people fear that critical answers may lead to punishment or be reported to the authorities, they are more likely to offer politically correct and pro-government responses (Cantoni, Chen, Yang, Yuchtman, & Zhang, 2017;Robinson & Tannenberg, 2019;Stockmann, Esarey, & Zhang, 2018). ...

Self-censorship of regime support in authoritarian states: Evidence from list experiments in China

Research & Politics

... As expected, the 2019 report "Regime Legitimation Strategies" demonstrates that authoritarian regimes differ among themselves in terms of legitimation claims. Closed autocracies rely more on ideological and personalistic claims, while electoral regimes tend to legitimate their rule on performance and rational-legal claims (Tannenberg et al. 2019). ...

Regime Legitimation Strategies (RLS) 1900 to 2018

SSRN Electronic Journal

... By examining the correlation between hierarchical trust and satisfaction with democracy, he unveiled that the surrogate measure of latent trust depicted a substantially diminished political trust. Additionally, Robinson and Tannenberg (2018) identified significant self-censorship in surveys conducted in China through list experiments. ...

Self-Censorship in Authoritarian States: Response Bias in Measures of Popular Support in China

SSRN Electronic Journal

... Hence, we include the GDP per Capita to control for domestic economic development (World Bank, 2019a). Furthermore, by including a democracy index, we operationalize the political development and openness to transparency tools like ILSAs (Lührmann et al., 2018). With the Gross Enrolment Rate of primary and secondary schools combined, we model the status and effectiveness of the domestic education system at large (Unesco Institute for Statistics, 2019). ...

Regimes of the World (RoW): Opening New Avenues for the Comparative Study of Political Regimes

Politics and Governance

... See V-Dem version 9 for more details. We use another institution variable, Regimes of the World from V-Dem (Luhrmann et al., 2017) to explore the impact of elections on the turning point, and as a measure of robustness. This index is available for the time period 1900-2010. ...

Regimes in the World (RIW): A Robust Regime Type Measure Based on V-Dem
  • Citing Article
  • January 2017

SSRN Electronic Journal