Research Article

Nudging Sustainable Consumption in Online Grocery Markets: A Difference-in-Differences Analysis of Carbon Footprint Labeling Policies

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MARKETING AND ECONOMICS, 2026, 1 (1), 15-21, ISSN

Abstract

This study investigates the effectiveness of carbon footprint labeling as a behavioral nudge to promote sustainable consumption in the context of online grocery markets. Leveraging a quasi-experimental design, we employ a Difference-in-Differences (DiD) approach to analyze purchasing data from a large online grocery retailer following the staggered implementation of carbon labels on product pages. Our analysis, spanning over 1.2 million transactions from 85,000 unique customers, reveals a significant increase in the market share of lower carbon-intensive products in regions where the labels were introduced, compared to control regions. Specifically, we observe a 4.7% relative increase in the share of products with 'low' or 'very low' carbon footprints among treated customers. This effect is more pronounced in product categories where sustainable alternatives are readily available and among consumers with a history of environmentally conscious purchases. The findings underscore the potential of clear, accessible environmental information to influence consumer choice in digital retail environments, offering valuable insights for retailers aiming to enhance their sustainability profiles and for policymakers considering regulatory interventions to foster greener consumption.

Keywords nudging sustainable consumption difference-in-differences Carbon Footprint Labeling Online Grocery
Authors 3

The team behind this paper

3 authors, 3 institutions.

This paper Higher School of Economics — Russia Higher School of Econom… 1 author University of Ghana — Ghana University of Ghana 1 author Kyoto University — Japan Kyoto University 1 author Prof. Elena Rostova — corresponding author ER Prof. Elena Rostova ✉ Dr. Kwame Osei KO Dr. Kwame Osei Prof. Hiroshi Tanaka HT Prof. Hiroshi Tanaka

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Bibliographic Information

Prof. Elena Rostova, Dr. Kwame Osei, Prof. Hiroshi Tanaka, (2026). Nudging Sustainable Consumption in Online Grocery Markets: A Difference-in-Differences Analysis of Carbon Footprint Labeling Policies, JOURNAL OF MARKETING AND ECONOMICS, 1(1): 15-21
Bibtex Citation
@article{prof._elena_rostova2026mark.econ,
author = {Prof. Elena Rostova and Dr. Kwame Osei and Prof. Hiroshi Tanaka},
title = {Nudging Sustainable Consumption in Online Grocery Markets: A Difference-in-Differences Analysis of Carbon Footprint Labeling Policies},
journal = {JOURNAL OF MARKETING AND ECONOMICS},
year = {2026},
volume = {1},
number = {1},
pages = {15-21},
doi = {},
url = {https://scimatic.org/index.php/show_manuscript/8735}
}
APA Citation
Rostova, P.E., Osei, D.K., Tanaka, P.H., (2026). Nudging Sustainable Consumption in Online Grocery Markets: A Difference-in-Differences Analysis of Carbon Footprint Labeling Policies. JOURNAL OF MARKETING AND ECONOMICS, 1(1), 15-21. https://doi.org/

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