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Cultural Intolerance, in Practice: Social Variation in Food and Drink Avoidances in Italy, 2003–2016

Author

Listed:
  • Filippo Oncini

    (Maastricht University
    University of Manchester)

  • Malte B. Rödl

    (Swedish University of Agricultural Sciences)

  • Moris Triventi

    (University of Trento)

  • Alan Warde

    (Maastricht University)

Abstract

Sociological literature on cultural practices seeking to understand the social differentiation of taste pays limited attention to what people avoid consuming, despite its potential as a strategic indicator of taste. Avoidance has special relevance for the understanding of eating and drinking practices which are often characterized by exclusion of items for health, hedonic, reputational, or spiritual reasons. Making use of rich data on twenty-three items commonly consumed by Italian adults, this paper investigates how avoidances—i.e. what people claim never to eat or drink—are clustered, socially patterned and have evolved over time. Methodologically, we propose the novel use and integration of two machine learning techniques—Self-Organizing Maps (SOM) and Boosted Regression Trees (BRT)— to identify nine highly homogeneous avoidance clusters and examine the power of social variables in predicting the probability of individuals’ belonging to various clusters and to further characterize them. We conclude by discussing possible rationales behind avoidance.

Suggested Citation

  • Filippo Oncini & Malte B. Rödl & Moris Triventi & Alan Warde, 2023. "Cultural Intolerance, in Practice: Social Variation in Food and Drink Avoidances in Italy, 2003–2016," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 170(3), pages 1075-1096, December.
  • Handle: RePEc:spr:soinre:v:170:y:2023:i:3:d:10.1007_s11205-023-03232-4
    DOI: 10.1007/s11205-023-03232-4
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    References listed on IDEAS

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    6. Matthias Schonlau, 2005. "Boosted regression (boosting): An introductory tutorial and a Stata plugin," Stata Journal, StataCorp LLC, vol. 5(3), pages 330-354, September.
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