Data · dataset · 2026
In Pursuit of Informed Voters: Three Experimental Studies on Enhanced Voting Advice Applications
Listed in IISH Dataverse and ODISSEI Portal — shown once because both records carry DOI 10.34894/r2ywel
Voters frequently struggle to understand political attitude statements in Voting Advice Applications (VAAs) and often invest limited effort in resolving these difficulties.
Description
Conversational Agent VAAs (CAVAAs) aim to reduce the cognitive effort involved in searching for relevant information by integrating chatbots that can provide contextual support. This paper presents findings from three studies comparing CAVAAs to standard VAAs without additional information (Studies 1 and 2) and to VAAs with static clickable explanations (Study 3, VAA+).
Study 1 (N = 93) was a laboratory experiment conducted during the 2023 Dutch Parliamentary elections with university students. Participants were assigned to either a standard VAA, or a CAVAA condition. The chatbot in the CAVAA was used in approximately 45% of cases, with users showing a preference for opinion-based and status quo information.
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Compared to the standard VAA, CAVAAs reduced non-directional responses and increased evaluations of the tool being usable, Moreover, as well as users’users perceived knowledge was higher, whereas no differences were found for factual knowledge and turn-out intention. Study 2 (N = 144) largely replicated these results in a field setting with a more diverse sample and showed that the effects held hold across different levels of political sophistication.
Study 3 (N = 159), conducted during the 2024 European elections, compared a CAVAA to a VAA+ with static clickable explanations. While VAA+ users requested information more frequently than CAVAA users, both tools received similar evaluations, and this finding was again consistent across user groups based on their level of political sophistication. In the manuscript we discuss the implications of these findings for theory and practice.
Links
Where it is published
- Dataverse dataset page dataverse.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FR2YWEL ↗
landing page · from datasets iisg amsterdam
- Dataverse dataset page portal.odissei.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FR2YWEL ↗
landing page · from portal odissei nl
- DOI doi.org/10.34894/r2ywel ↗
DOI / persistent id · from datasets iisg amsterdam
Catalogue records · 2
- Dataverse API dataverse.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FR2YW… ↗
metadata API · from datasets iisg amsterdam
- Dataverse API portal.odissei.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FR2YW… ↗
metadata API · from portal odissei nl
Topics
- Stated by source
- Arts and Humanities · Arts and Humanities · Computer and Information Science · Computer and Information Science · Social Sciences · Social Sciences
- From keywords
- Humanities · Humanities · Social Science · Social Science
- Inferred from text
- Applied computing 70%
Provenance · 2 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| IISH Dataverse | doi:10.34894/R2YWEL | 13 d ago | JSON v1 |
| ODISSEI Portal | doi:10.34894/R2YWEL | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4601 | enrichment · datasets iisg amsterdam | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].dataverse_subject:arts-and-humanities | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:arts-and-humanities | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].dataverse_subject:computer-and-information-science | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · portal odissei nl | connector:portal_odissei_nl@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| created_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| description | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /description |
| publication_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| title | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /name |
| updated_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| version_label | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 |