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1. Measuring the impact of self-censorship on political party support in Afrobarometer data using machine learning

Author:
Paul Friesen
Publication Date:
08-2022
Content Type:
Working Paper
Institution:
Afrobarometer
Abstract:
Measures of political party support are viewed suspiciously in hybrid and authoritarian regimes where the two core indicators of political support – elections and public opinion polling – cannot be readily trusted. More accurately, the degree of measurement error is unknown, though scholars presume support for incumbent leaders and parties is exaggerated. This paper scrutinizes the degree to which political opinions on Afrobarometer surveys can be trusted by re-estimating voting preferences for 34 African countries. First, a range of demographic and interview metadata are regressed upon vote choice to see if they systematically influence vote-preference responses. Next, key markers of potential self-censorship are identified and used to create pools of “clean” and “polluted” data. Clean data are used to train a machine learning model to predict voting intentions, and then all data with self-censorship markers are recalculated. The results show that ruling party support is broadly similar in most countries but exaggerated by more than 10 percentage points in Sudan and Uganda and by between 5 and 10 points in Burundi, Tanzania, Togo, and Zimbabwe. Declines in ruling party support due to self-censorship are concurrent with increases in both non-responses and opposition party support.
Topic:
Politics, Censorship, Party System, and Partisanship
Political Geography:
Africa

2. Broad support for multiparty elections, little faith in electoral institutions: Uganda in comparative perspective

Author:
Matthias Krönke
Publication Date:
02-2022
Content Type:
Policy Brief
Institution:
Afrobarometer
Abstract:
In the run-up to Uganda’s 2021 election, in which President Yoweri Museveni defeated Kyagulanyi Ssentamu, aka Bobi Wine, to claim a sixth term, violence reached unprecedented levels. More than 50 people were killed as security forces broke up opposition party gatherings, and several opposition members were arbitrarily detained (Arinaitwe, 2021). Although Election Day, 14 January, was relatively peaceful, more than 17.5 million Ugandans experienced a multiday Internet blackout, making social media platforms and news websites inaccessible at a time when they were in high demand (BBC, 2021; Moffat & Bennett, 2021). Election observers from the East African Community (EAC) noted malfunctioning biometric voter-verification machines and delays in the delivery of voting materials, among other issues, but joined domestic observers from the Citizens’ Coalition for Electoral Democracy in Uganda in labeling the election largely free and fair. The Electoral Commission (EC) ultimately declared Museveni the winner with 58% of the vote – a comfortable lead over Bobi Wine (35%) and his fellow challengers (Moffat & Bennett, 2021; Yiga, 2021). Wine initially filed a court challenge in which he complained of soldiers stuffing ballot boxes, casting ballots for people, and chasing voters away from polling stations, but he later withdrew the case (Muhumuza, 2021). Court challenges after elections are commonplace in Uganda; since the country’s adoption of the fourth constitution in 1995, the outcome of every presidential race except the 2011 poll has been contested in court. Yet the courts have never overturned the results, even when they have acknowledged irregularities (Atuhaire, 2021). Beyond Museveni’s victory, what are the implications of the 2021 election for a country that returned to multiparty competition just 15 years ago? Should Ugandans be enthusiastic about a strong opposition showing as a sign of a healthy democracy at work, or will the prospect of enduring National Resistance Movement rule lead to disillusionment with democracy and the institutions that are meant to safeguard it – the EC and the courts? This policy paper aims to place the events of the 2021 election in perspective by examining public opinion data from Uganda over the past two decades. Despite a decade-long slide in Ugandans’ satisfaction with democracy, this analysis supports previous findings that more and more citizens have become “committed democrats” and view multiparty elections as tools for holding non-performing leaders accountable (Isbell & Kibirige, 2017; Kakumba, 2020; Kibirige, 2018). However, this investigation also points to decreasing trust in institutions that are meant to enforce the most basic of democratic processes – free and fair elections. Importantly, this negative trend cuts across the partisan divide. The analysis also shows that EC performance – both in executing its technical tasks and in refereeing fairly between competing parties – plays a crucial role in citizens’ evaluations of election quality. While public debate about reforming the EC is not new (Kibirige, 2016), the events of the 2021 election may provide impetus for intensifying efforts to increase transparency and improve communication on the part of the commission in order to enhance citizens’ satisfaction with the electoral process.
Topic:
Elections, Party System, Multi Party System, and Electoral Systems
Political Geography:
Uganda and Africa