Abstract
Anthocyanins are a class of polyphenols that have received widespread recent attention due to their potential health benefits. However, estimating the dietary intake of anthocyanins at a population level is a challenging task, due to the difficulty of scaling dietary surveys. Further, there is limited evidence as to who regularly consumes anthocyanins, whether temporally, spatially, or culturally according to levels of socioeconomic deprivation. Leveraging a massive retail loyalty card dataset in the UK, we pair two years of real-world purchasing data for 619,524 regular shoppers and 207 million shopping baskets with anthocyanin estimates drawn from polyphenol databases. We subsequently analyse relative deprivation levels of the neighbourhoods in which shoppers reside, illustrating how anthocyanin intake varies according to affluence. Results indicate that deprivation is linked dramatically with both lower total intake of anthocyanins and lower breadth of dietary sources for them, potentially aggravating the incidence of diet-related diseases in the poorest sections of society.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023 |
| Editors | Jingrui He, Themis Palpanas, Xiaohua Hu, Alfredo Cuzzocrea, Dejing Dou, Dominik Slezak, Wei Wang, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh Agrawal |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 4530-4538 |
| Number of pages | 9 |
| ISBN (Electronic) | 9798350324457 |
| DOIs | |
| Publication status | Published - 2023 |
| Externally published | Yes |
| Event | 2023 IEEE International Conference on Big Data, BigData 2023 - Sorrento, Italy Duration: 15 Dec 2023 → 18 Dec 2023 |
Publication series
| Name | Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023 |
|---|
Conference
| Conference | 2023 IEEE International Conference on Big Data, BigData 2023 |
|---|---|
| Country/Territory | Italy |
| City | Sorrento |
| Period | 15/12/23 → 18/12/23 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 2 Zero Hunger
Free Keywords
- Anthocyanidins
- Anthocyanins
- Digital Footprints
- Food insecurity
- Polyphenols
- Shopping Data
- Socioeconomic deprivation
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Networks and Communications
- Computer Science Applications
- Information Systems
- Information Systems and Management
- Safety, Risk, Reliability and Quality
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