Abstract
Growing concern about the democratic impact of automatically curated news platforms urges us to reconsider how such platforms should be designed. We propose a theoretical framework for personalised diversity nudges that can stimulate diverse news consumption on the individual level. To examine potential benefits and limitations of existing diversity nudges, we conduct an interdisciplinary literature review that synthesises theoretical work on news selection mechanisms with hands-on tools and implementations from the fields of computer science and recommender systems. Based thereupon, we propose five diversity nudges that researchers and practitioners can build on. We provide a theoretical motivation of why, when and for whom such nudges could be effective, critically reflect on their potential backfire effects and the need for algorithmic transparency, and sketch out a research agenda for diversity-aware news recommender design. Thereby, we develop concrete, theoretically grounded avenues towards facilitating diverse news consumption on algorithmically curated platforms.
| Original language | English |
|---|---|
| Pages (from-to) | 3681-3706 |
| Number of pages | 26 |
| Journal | New Media and Society |
| Volume | 26 |
| Issue number | 7 |
| Early online date | 29 Jun 2022 |
| DOIs | |
| Publication status | Published - Jul 2024 |
Bibliographical note
Funding Information:The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by the Dutch Research Council (NWO); NWO grant number 406.DI.19.073, Project lead: Prof. Wouter van Atteveldt.
Publisher Copyright:
© The Author(s) 2022.
Funding
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by the Dutch Research Council (NWO); NWO grant number 406.DI.19.073, Project lead: Prof. Wouter van Atteveldt.
| Funders | Funder number |
|---|---|
| Nederlandse Organisatie voor Wetenschappelijk Onderzoek | 406 |
| Nederlandse Organisatie voor Wetenschappelijk Onderzoek |
Keywords
- Algorithmic news platforms
- cross-cutting exposure
- news diversity
- news selection
- nudging
- personalisation
- recommender systems
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