Uncovering consumption profile heterogeneity and the role of income and education in determining profile membership in the Netherlands

Consumer behaviour significantly contributes to environmental degradation, highlighting the need to understand consumption patterns to inform sustainable policies. Despite growing interest, there is still a lack of nuanced understanding of consumption. First, most studies examined how factors like socioeconomic status (SES) influence isolated consumption behaviours, overlooking the cumulative, cross-domain influence of consumption. Second, while SES is a well-acknowledged and studied predictor of consumption, less is known whether the effects of SES components (income, education) differ and whether they interact. To overcome these gaps, we used microdata from Statistics Netherlands and grouped households based on their fashion, food, transportation, water, and energy expenditures via Latent Profile Analysis. Five subgroups are identified: Low consumers, high consumers, nomadic compensators, local-based foodies, and average consumers. Most importantly, we found that income and education predict the probabilities of the identified profiles differentially. Our findings highlight the importance to be SES-sensitive and to coordinate among consumption domains as robust principles for policy development.

Authors

Institutions

Publication Details

Journal
Discover Sustainability
Published
2026-04-28
DOI
https://doi.org/10.1007/s43621-026-03186-w
Primary Topic
Agriculture Sustainability and Environmental Impact
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Uncovering consumption profile heterogeneity and the role of income and education in determining profile membership in the Netherlands

Félice van Nunspeet, Vincent Buskens, Paulina Pankowska, Joyce Ying-Ching Pang
Discover Sustainability
Agriculture Sustainability and Environmental Impact
article

Uncovering consumption profile heterogeneity and the role of income and education in determining profile membership in the Netherlands

Félice van Nunspeet, Vincent Buskens, Paulina Pankowska, Joyce Ying-Ching Pang
article en

Abstract

Consumer behaviour significantly contributes to environmental degradation, highlighting the need to understand consumption patterns to inform sustainable policies. Despite growing interest, there is still a lack of nuanced understanding of consumption. First, most studies examined how factors like socioeconomic status (SES) influence isolated consumption behaviours, overlooking the cumulative, cross-domain influence of consumption. Second, while SES is a well-acknowledged and studied predictor of consumption, less is known whether the effects of SES components (income, education) differ and whether they interact. To overcome these gaps, we used microdata from Statistics Netherlands and grouped households based on their fashion, food, transportation, water, and energy expenditures via Latent Profile Analysis. Five subgroups are identified: Low consumers, high consumers, nomadic compensators, local-based foodies, and average consumers. Most importantly, we found that income and education predict the probabilities of the identified profiles differentially. Our findings highlight the importance to be SES-sensitive and to coordinate among consumption domains as robust principles for policy development.

Discover Sustainability
Utrecht University (NL)
Openalex Percentile: Top 8%
Agriculture Sustainability and Environmental Impact
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Uncovering consumption profile heterogeneity and the role of income and education in determining profile membership in the Netherlands — Félice van Nunspeet, Vincent Buskens, et al. · Discover Sustainability (2026) | TGRS Research Map | TGRS