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Consequences of Data-Driven Campaigns for Democracies

Consequences of Data-Driven Campaigns for Democracies

Sophie Lecheler (ORCID: 0000-0001-7320-1012)
  • Grant DOI 10.55776/I4818
  • Funding program International - Multilateral Initiatives
  • Status ended
  • Start December 1, 2020
  • End February 29, 2024
  • Funding amount € 253,323
  • Project website

Disciplines

Media and Communication Sciences (50%); Political Science (50%)

Keywords

    Persuasion, Political Communication, Elections, Media Effects, Microtargeting, Political Science

Abstract Final report

Online political micro-targeting is on the rise, especially after the unexpected outcome of the US presidential elections in 2016, the Brexit vote in the UK, and several recent elections in Europe. However, it is unclear if micro-targeting is an actual threat to democracy. Studies have examined the use of such practices by political actors and studies have shown that peoples characteristics and ideas can be precisely predicted from the personal data they leave online on for instance social media. There is also some evidence that shows that general targeting practices for commercial practices, for instance on social media, lead to more clicks and purchases. Yet, whether or not these online targeting practices actually manipulate voters, ultimately affecting elections and democracies, is unknown. The proposed project will tackle this lack of knowledge by investigating (1) how organizations shape elections campaigns by targeting potential voters during elections, (2) the existing constitutional and legislative frameworks in the European countries and to what extent the regulatory frameworks ultimately may undermine democratic processes. In addition, we focus on audiences by investigating (3) how microtargeting is perceived by the general public and (4) to what extent these targeting practices actually affect voters. The proposed project will be the first to identify and compare the use of different online micro-targeting techniques in different countries (i.e., Netherlands, Germany, Austria, and United Kingdom), and secondly, the project will have a strong focus on the actual effects of these techniques on voters. In addition to extensive literature work and policy analysis, we use a combination of qualitative and quantitative research methods to answer the research questions posed. For instance, we conduct a multi-wave panel survey to study public perceptions of micro-targeting in the participating countries. The effect of micro-targeting techniques will be studied using different experimental research design in and beyond the laboratory.

Data-Driven Campaigns: Intended and Unintended Consequences for Democracy (DATADRIVEN) Online political micro-targeting is an important part of election campaigns since the unexpected outcome of the US presidential elections in 2016, the Brexit vote in the UK, and several recent elections across Europe. However, it is still unclear if micro-targeting is an actual threat to democracy. Studies have examined the use of such practices by political actors and studies have shown that peoples characteristics and ideas can be precisely predicted from the personal data they leave online on for instance social media. There is also some evidence that shows that general targeting practices for commercial practices, for instance on social media, lead to more clicks and purchases. Yet, whether or not these online targeting practices actually manipulate voters, ultimately affecting elections and democracies, was long unknown. This NORFACE Governance project tackled this lack of knowledge by investigating (1) how organizations shape elections campaigns by targeting potential voters during elections, (2) the existing constitutional and legislative frameworks in the European countries and to what extent the regulatory frameworks ultimately may undermine democratic processes. In addition, we focused on audiences by investigating (3) how microtargeting is perceived by the general public and (4) to what extent these targeting practices actually affect voters. The project is one of the first to identify and compare the use of different online micro-targeting techniques in different countries (i.e., Netherlands, Germany, Austria, and United Kingdom), and secondly, the project had a strong focus on the actual effects of these techniques on voters. In addition to extensive literature work and policy analysis, we used a combination of qualitative and quantitative research methods to answer the research questions posed. For example, we conducted several multi-wave panel survey to study public perceptions of micro-targeting in the participating countries, showing that microtargeting does indeed change voters voting preferences. We explored new forms citizens develop to avoid microtargeting, and we could show that there are ways to increase citizens' competence of dealing with this targeting.

Research institution(s)
  • Universität Wien - 100%
International project participants
  • Sanne Kruikemeier, Wageningen University - Netherlands
  • Rachel Gibson, Manchester University
  • Kate Dommett, University of Sheffield

Research Output

  • 72 Citations
  • 20 Publications
  • 2 Policies
  • 108 Disseminations
  • 1 Scientific Awards
Publications
  • 2023
    Title The regulatory ecosystem of data driven campaigning in the UK
    DOI 10.3389/fpos.2023.1146470
    Type Journal Article
    Author Barclay A
    Journal Frontiers in Political Science
  • 2023
    Title Just what is data-driven campaigning? A systematic review
    DOI 10.1080/1369118x.2023.2166794
    Type Journal Article
    Author Barclay A
    Journal Information, Communication & Society
  • 2023
    Title Do Online Ads Sway Voters? Understanding the Persuasiveness of Online Political Ads
    DOI 10.1080/10584609.2023.2276104
    Type Journal Article
    Author Chu X
    Journal Political Communication
  • 2024
    Title Understanding Digital Campaign Competence: Conceptualizing Data-Driven Political Advertising Literacy
    DOI 10.1080/15205436.2024.2312202
    Type Journal Article
    Author Lecheler S
    Journal Mass Communication and Society
  • 2024
    Title Data Driven-Campaign Infrastructures in Europe: Evidence from Austria and the UK
    DOI 10.1080/15377857.2024.2347833
    Type Journal Article
    Author Barclay A
    Journal Journal of Political Marketing
  • 2024
    Title On or off topic? Understanding the effects of issue-related political targeted ads.
    DOI 10.1080/1369118x.2023.2265978
    Type Journal Article
    Author Chu X
    Journal Information, communication and society
    Pages 1378-1404
  • 2024
    Title Citizens' Acceptance of Data-Driven Political Campaigning: A 25-Country Cross-National Vignette Study
    DOI 10.1177/08944393241249708
    Type Journal Article
    Author Vliegenthart R
    Journal Social Science Computer Review
  • 2023
    Title Beneficial or Harmful? How (Mis)Fit of Targeted Political Advertising on Social Media Shapes Voter Perceptions
    DOI 10.1080/00913367.2023.2175081
    Type Journal Article
    Author Hirsch M
    Journal Journal of Advertising
  • 2023
    Title Public understanding of Electoral Spending: Evaluating UK Transparency Mechanisms
    DOI 10.1080/00344893.2023.2207170
    Type Journal Article
    Author Dommett K
    Journal Representation
  • 2023
    Title Data-Driven Campaigning and Political Parties - Five Advanced Democracies Compared
    DOI 10.1093/oso/9780197570227.001.0001
    Type Book
    Author Dommett K
    Publisher Oxford University PressNew York
  • 2023
    Title The Influence of Political Fit, Issue Fit, and Targeted Political Advertising Disclosures on Persuasion Knowledge, Party Evaluation, and Chilling Effects
    DOI 10.1177/08944393231193731
    Type Journal Article
    Author Binder A
    Journal Social Science Computer Review
  • 2023
    Title Monitoring digital election campaigns: Assessing the transparency ecosystem in the United Kingdom
    DOI 10.1177/02633957231156084
    Type Journal Article
    Author Dommett K
    Journal Politics
  • 2023
    Title The smartphone as a tool for mobile communication research: Assessing mobile campaign perceptions and effects with experience sampling
    DOI 10.1177/14614448231158651
    Type Journal Article
    Author Kruikemeier S
    Journal New Media & Society
  • 2023
    Title Why misperceptions persist: The role of resistance to evidence in political news
    Type PhD Thesis
    Author Marlis Stubenvoll
  • 2024
    Title Is knowledge power? Testing whether knowledge affects chilling effects and privacy-protective behaviors using browser histories
    DOI 10.1016/j.chb.2023.107949
    Type Journal Article
    Author Binder A
    Journal Computers in Human Behavior
  • 2024
    Title Understanding the Modern Election Campaign: Analysing Campaign Eras through Financial Transparency Disclosures at the 2019 UK General Election
    DOI 10.1017/gov.2024.3
    Type Journal Article
    Author Dommett K
    Journal Government and Opposition
  • 2022
    Title Understanding the democratic role of perceived online political micro-targeting: longitudinal effects on trust in democracy and political interest
    DOI 10.1080/19331681.2021.2016542
    Type Journal Article
    Author Matthes J
    Journal Journal of Information Technology & Politics
    Pages 435-448
    Link Publication
  • 2022
    Title Data-driven campaigning and democratic disruption: Evidence from six advanced democracies
    DOI 10.1177/13540688221084039
    Type Journal Article
    Author Kefford G
    Journal Party Politics
    Pages 448-462
    Link Publication
  • 2022
    Title Living is Easy With Eyes Closed: Avoidance of Targeted Political Advertising in Response to Privacy Concerns, Perceived Personalization, and Overload
    DOI 10.1177/00936502221130840
    Type Journal Article
    Author Stubenvoll M
    Journal Communication Research
    Pages 203-227
    Link Publication
  • 2022
    Title The Business of Elections: Transparency and UK Election Spending
    DOI 10.1177/20419058221127465
    Type Journal Article
    Author Dommett K
    Journal Political Insight
    Pages 12-15
    Link Publication
Policies
  • 2022
    Title Interaction with UK Parliament
    Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
  • 2022
    Title Trainings with NGO Tactical Tech
    Type Influenced training of practitioners or researchers
Disseminations
  • 2022
    Title ''Democracy and Digital Technology", King Edwards School
    Type A talk or presentation
  • 2022
    Title Engagement with UK Parliament and similar institutions
    Type A formal working group, expert panel or dialogue
  • 2021
    Title Hoe komen we tot onze beslissing in het stemhokje?
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title Elections and Referendums: Updating Campaign Regulation for Digital Era
    Type A talk or presentation
  • 2023
    Title Digital Technology, Politics and Trust, TrustGov and OECD webinar: Digital transform ation and public trust
    Type A talk or presentation
  • 2021
    Title The positive democratic consequences of political microtargeting: Exploring the implications for platforms
    Type A talk or presentation
  • 2023
    Title Conceptualizing data-driven political advertising literacy.
    Type A talk or presentation
  • 2022 Link
    Title Committee of Experts - Council of Europe
    Type A formal working group, expert panel or dialogue
    Link Link
  • 2022
    Title Zelenski vs. Poetin: online wint Zelenski, maar of dat Poetin iets uitmaakt.
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title Twitter blocks Trump
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title How to Avoid Targeted Campaign Ads. Predicting Reactive and Preventive Avoidance Behaviors toward Targeted Political Advertising
    Type A talk or presentation
  • 2021
    Title IDDP Tech Policy Series: Regulating digital platforms
    Type A talk or presentation
  • 2022
    Title The (individual-level) effects of data-driven campaigning
    Type Participation in an open day or visit at my research institution
  • 2021
    Title Online verkiezing en
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title Over de aankoop van Twitter door Elon Musk
    Type A press release, press conference or response to a media enquiry/interview
  • 2023
    Title Een welwillen de politicus kan reclame kopen op sociale media, maar Rusland net zo goed. Wie houdt dat in de gaten?
    Type A press release, press conference or response to a media enquiry/interview
  • 2023
    Title The Regulatory Ecosystem of Data-driven campaigns: Evidence from Three European Countries
    Type A talk or presentation
  • 2022
    Title The Differential Effects of Data-Driven Campaigning: A Literature Review
    Type A talk or presentation
  • 2023
    Title Using Innovative Interventions to increase Digital Campaign Competence.
    Type A talk or presentation
  • 2021
    Title Online campagne voeren in de coronacris is: "Ik denk dat het voordelen heeft"
    Type A press release, press conference or response to a media enquiry/interview
  • 2023
    Title Work in Progress: Increasing Digital Campaign Competence.
    Type A talk or presentation
  • 2022
    Title 'Bestelde peiling als campagne wapen: Zo wordt de horserace benadrukt '
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title How Are Voters Persuaded? The Effects of Online Political Ads on Party Preferences
    Type A talk or presentation
  • 2023
    Title Data driven campaigns: Intended and unintended consequences for democracy
    Type A talk or presentation
  • 2023
    Title More Than Meets The Eye: Combining Eye Tracking and Think-Aloud Methods to Understand How Citizens Process Political Microtargeting
    Type A talk or presentation
  • 2021
    Title GroenLinks and the election - a reflection
    Type A talk or presentation
  • 2021
    Title Disclosures and targeting
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title The Online Battlefield : How Conflict Frames in Political Advertisements Affect Political Participati on in a Multiparty Context
    Type A talk or presentation
  • 2021
    Title Politieke Partijen willen liever niet dat u dit weet
    Type A press release, press conference or response to a media enquiry/interview
  • 2024
    Title Measuring Party Campaigning
    Type A talk or presentation
  • 2021
    Title Explaining Data- driven campaigning
    Type A talk or presentation
  • 2022 Link
    Title Report / White Paper IDEA
    Type A formal working group, expert panel or dialogue
    Link Link
  • 2022
    Title 'Democracy @ Risk' report launch
    Type A talk or presentation
  • 2022
    Title The Need for a Political Feed? Studying the Effects of (Targeted ) Civic Education Ads on Instagram
    Type A talk or presentation
  • 2023
    Title Presentation to 120 MPs, MSPs and councillors at SNP away day on data- driven campaigning
    Type A talk or presentation
  • 2021
    Title Opinie: 'Benut de kansen van deze onlinever kiezingen'
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title Exploring Digital Campaign Competence: The Role of Knowledge in Data-Driven Election Campaigns
    Type A talk or presentation
  • 2023
    Title 'Straight to the Facts; In Conversat ion with Will Moy', Festival of Debate, Sheffield
    Type A talk or presentation
  • 2021
    Title Dit is waarom Twitter en Facebook nu pas ingrijpen tegen Trump
    Type A press release, press conference or response to a media enquiry/interview
  • 2023
    Title Is knowledge power? Testing how knowledge affects chilling effects and privacy- protection behaviors using browser histories
    Type A talk or presentation
  • 2021
    Title Grappen op TikTok en praten op Clubhouse: ook zij hebben een rol deze campagne
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title 'Microtargeting and Democracy', Democracy @ Risk
    Type A talk or presentation
  • 2023
    Title Neemt polarisati e in Nederland toe door de komst van sociale
    Type A press release, press conference or response to a media enquiry/interview
  • 2023
    Title Engagement with Political Party
    Type A formal working group, expert panel or dialogue
  • 2022
    Title Regulating the business of election campaigns
    Type Participation in an activity, workshop or similar
  • 2023
    Title Presentation to 60 MPs and MSPs from the SNP on Campaign Effectiveness
    Type A talk or presentation
  • 2021
    Title Living is easy with eyes closed: Avoidance of targeted political advertising in response to privacy concerns, perceived personaliz ation and overload.
    Type A talk or presentation
  • 2022
    Title Moet fake news verboden worden?
    Type A talk or presentation
  • 2023
    Title Techbedri jven en reclamem akers zorgen ervoor dat je bijna
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title Voters' understanding and evaluation of data-driven political advertising
    Type A talk or presentation
  • 2022
    Title Krijgt Trump met Twitter- alternatief 'Truth Social' zijn megafoon terug?
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title Impact of Technology on Democracy and Security
    Type A talk or presentation
  • 2023
    Title Digital political Micro-Targeting : An Unclear but Present Danger to Democracy?
    Type A talk or presentation
  • 2022
    Title Voters' understanding and evaluation of data-driven political advertising
    Type A talk or presentation
  • 2024
    Title The effects of data-driven campaigning on polarization
    Type A talk or presentation
  • 2023
    Title Invited Talk
    Type A talk or presentation
  • 2023
    Title Wat willen haatzaaie rs bereiken? Digitaal inhakken op politici kan averechts uitpakken
    Type A press release, press conference or response to a media enquiry/interview
  • 2023
    Title The More You Know...? Effects of Targeting Disclosure, Educational Training, and Political Fit on Persuasion Knowledg e and Party Evaluation
    Type A talk or presentation
  • 2022
    Title The Bright Side of Data-Driven Campaigning? How Targeting can be Beneficial for Society
    Type A talk or presentation
  • 2023
    Title Computer says Yes?: Studying the What, Where, Why and How of Data-Driven Campaigns
    Type A talk or presentation
  • 2023
    Title Verkiezin gen en AI
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
  • 2022
    Title Wees niet zo- naïef Elon Musk (NRC Handelsblad)
    Type A press release, press conference or response to a media enquiry/interview
  • 2023
    Title Enthousia sme online campagne voeren brokkelt af, maar nog
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title Op Twitter moet de gebruiker desinform atiemelde n, maar wie factcheckt er?
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title The Regulatory Ecosystem of Data-driven Campaigns
    Type A talk or presentation
  • 2023
    Title Iemand een broodje gekkekoei enziekte of radioactie ve sushimi?
    Type A press release, press conference or response to a media enquiry/interview
  • 2023
    Title Presented to HMG senior officials conference on 'Digital Technology and Elections'
    Type A talk or presentation
  • 2023
    Title Inperking Facebook en Instagra m donkere wolk boven
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title Meet Twitter met twee maten in zaak- Wilders? 'Grens van wat wel en niet mag is vaag'
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title How are voters persuaded by political campaigns: Investigate effect of political targeting on voting behavior from a user- based perspective
    Type A talk or presentation
  • 2023
    Title The Regulatory Ecosystem of Data-driven Campaigns in Europe
    Type A talk or presentation
  • 2024
    Title Examining the (Un)Intended Consequences of Data-Driven Campaigns
    Type A talk or presentation
  • 2023
    Title Politieke online advertenti es in campagne tijd: wie houdt van André Hazes, is interessa nt voor BBB
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title Work in Progress: The Role of Knowledge In Data-Driven Election Campaigns
    Type A talk or presentation
  • 2023
    Title Presentation with Dr Sam Power to Department of Levelling Up
    Type A talk or presentation
  • 2023
    Title Talk at NGO
    Type A talk or presentation
  • 2023
    Title The (over- )promise of data- driven campaigning: Investigating dynamics between congruent targeted political advertising and political participation.
    Type A talk or presentation
  • 2023
    Title Spraakmakers
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
  • 2023
    Title Van datahong er naar digitariër
    Type A press release, press conference or response to a media enquiry/interview
  • 2020
    Title Media Interviews
    Type A press release, press conference or response to a media enquiry/interview
  • 2022
    Title A new era of political campaigning? Re-examining Electoral Commission Spending Data at the 2019 UK General Election
    Type A talk or presentation
  • 2023
    Title 'The Regulatory Challenge of Data-Driven Campaigning', As good as it gets? Promises and perils of representative democracy, University of Mainz, Germany
    Type Participation in an activity, workshop or similar
  • 2022
    Title Good targeting, bad targeting? How perceptions of scientific and subversive data-driven campaigning influence negative affect toward targeted political campaigns
    Type A talk or presentation
  • 2021
    Title Technology, Data and the Future of Work' seminar with Rachel Reeves, Shadow Chancellor of the Duchy of Lancaster
    Type A talk or presentation
  • 2023
    Title What Drives Data Driven Campaigning?
    Type Participation in an activity, workshop or similar
  • 2021
    Title Democratie in digitale tijden: Reality Check
    Type A talk or presentation
  • 2024
    Title Power to the people? How collective, proxy, or individual solutions to data protection affect privacy fatigue
    Type A talk or presentation
  • 2022
    Title Desinformatie, gezag en achterdocht - publuc debate
    Type A talk or presentation
  • 2023
    Title Ook op de socials kiezen politieke partijen voor een opvallend
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title Sociale media waren onmisbaar in campagne , maar lijken niet doorslagg evend
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title The Business of Election Campaigns
    Type A talk or presentation
  • 2024
    Title Four trends you'll see in online election campaigns this year
    Type Engagement focused website, blog or social media channel
  • 2024
    Title Cognitive Effects of Political Microtargeting: An Eye Tracking Study
    Type A talk or presentation
  • 2021
    Title Bellen met Bouman afl. 4
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title Alles voor de aandacht: politici smijten met geld om online geziente worden
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title Corona- Pandemic and a (Non-) Campaign
    Type A talk or presentation
  • 2023
    Title Operationalising Data Driven Camapigning
    Type Participation in an activity, workshop or similar
  • 2021
    Title Just what is data-driven campaigning? A systematic review
    Type A talk or presentation
  • 2021
    Title Volgers, likes en shares: welke partij is online de grootste en wat maakt dat uit?
    Type A press release, press conference or response to a media enquiry/interview
  • 2021
    Title Disinformation and fair elections
    Type A talk or presentation
  • 2021
    Title Proposal presentation: The Role of Voters in Data-Driven Election Campaigns
    Type A talk or presentation
  • 2023 Link
    Title Deepfake Audio Is a Political Nightmare
    Type A press release, press conference or response to a media enquiry/interview
    Link Link
  • 2021
    Title De online verkiezing scampagne wordt platter én dieper (en professioneler).
    Type A press release, press conference or response to a media enquiry/interview
  • 2024
    Title The More You Know...? Effects of Targeting Disclosure , Educational Training, and Political Fit on Persuasion Knowledge and Party Evaluation
    Type A talk or presentation
  • 2022
    Title Workshop
    Type A talk or presentation
  • 2022
    Title Working Group European Commission
    Type A formal working group, expert panel or dialogue
  • 2021
    Title Virtual Workshop - Towards a Dynamic Perspective On Algorithmic Targeted Communication
    Type A talk or presentation
  • 2024
    Title 'Don't Believe the Hype'
    Type A talk or presentation
Scientific Awards
  • 2022
    Title Academia Europaea
    Type Awarded honorary membership, or a fellowship, of a learned society
    Level of Recognition Continental/International

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