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Dr EVGENIYA LUKINOVA's Outputs (3)

Consumer Decision-Making, Analytics & AI (2025)
Book
Smith, A., Lukinova, E., Harvey, J., Smith, G., Mansilla, R., Goulding, J., & Nica-Avram, G. (2025). Consumer Decision-Making, Analytics & AI. Routledge

Many decisions in our lives are decisions we make as consumers and buyers. Analytics driven marketing underpinned by machine learning and AI has had a seismic impact on the execution of these decisions and on behavioural outcomes. This book dissects... Read More about Consumer Decision-Making, Analytics & AI.

Machine learning on national shopping data reliably estimates childhood obesity prevalence and socio-economic deprivation (2025)
Journal Article
Long, G., Nica-Avram, G., Harvey, J., Lukinova, E., Mansilla, R., Welham, S., Engelmann, G., Dolan, E., Makokoro, K., Thomas, M., Powell, E., & Goulding, J. (2025). Machine learning on national shopping data reliably estimates childhood obesity prevalence and socio-economic deprivation. Food Policy, 131, Article 102826. https://doi.org/10.1016/j.foodpol.2025.102826

Deprivation pushes people to choose cheap, calorie-dense foods instead of nutritious but expensive alternatives. Diseases, such as obesity, cardiovascular disease, and diabetes, resulting from these poor dietary choices place a significant burden on... Read More about Machine learning on national shopping data reliably estimates childhood obesity prevalence and socio-economic deprivation.