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Decomposition of socioeconomic inequalities in fruit and vegetable consumption in Pakistan

A 20-Year analysis using copula-based decomposition

Bibliographic Data

ID8134749
AuthorsMuhammad Amjad (0000-0001-5867-2051, Sun Yat-sen University), Amjad Muhammad, Guoping Dong (0000-0002-8498-1226, Guangzhou Automobile Group (China)), Guo-Ping Dong (Guangzhou Huashang College), Muhammad Abrar Ahmad (Quaid-i-Azam University, Islamabad), Munir Ahmad (0000-0002-4376-8410, Quaid-i-Azam University), Yun-Ting Zhang (0000-0001-7949-6974, Sun Yat-sen University), Wan-Ting He (Sun Yat-sen University), Kun Zhao (0000-0002-4947-2418, Sun Yat-sen University), Ming-Kun Sun (Sun Yat-sen University), Wen-Wen Bao (0000-0001-9228-8731, Sun Yat-sen University), Li-Zi Lin (Sun Yat-sen University), Zhao-Huan Gui (Sun Yat-sen University), Ru-Qing Liu (Sun Yat-sen University), Li-Wen Hu (Sun Yat-sen University), Guang-Hui Dong (Sun Yat-sen University), Guang‐Hui Dong (0000-0002-2578-3369, Guangzhou Automobile Group (China))
Year2026
Volume71
Issue1
Pages1-14
Publication date2026-02-10
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueBiodemography and Social Biology (JOURNAL)
Journal identifiersISSN: 1948-5565 • E-ISSN: 1948-5573
PublisherInforma UK Limited (PUBLISHER • GB)
DOI10.1080/19485565.2026.2627004
PMID41666289
OpenAlexW7128483241
LanguageEN
References cited38

This study examines changes in fruit and vegetable consumption (FVC) across socioeconomic groups in Pakistan over two decades, using data from the Household Integrated Income and Consumption Surveys (HIICS) conducted in 1998-99 and 2018-19. Using a copula-based decomposition approach, the study disaggregates FVC inequality into structure and composition effects. The findings show an average per capita increase of 120.88 grams in FVC, with gains of 23.41, 20.86, and 153.31 grams at the 10th, 50th, and 90th percentiles, respectively. This favorable change was mainly driven by compositional effects, particularly shifts in household income, size, and education. While higher income and larger households are positively associated with FVC, the education of the household head shows a negative association, warranting further investigation. To improve dietary quality and reduce the risk of chronic disease, the findings underscore that policy efforts should focus on income enhancement, targeted nutrition education - especially for larger households - and correcting misperceptions about the health benefits of fruits and vegetables. The findings suggest that policymakers should raise household income, promote nutrition education, and introduce fair food subsidies

Consumption (sociology · Decomposition · Household income · Inequality · Per capita · Per capita income · Socioeconomic status · Economics of Agriculture and Food Markets · Food Security and Health in Diverse Populations · Obesity, Physical Activity, Diet

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Highly citedNo

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