Preference Characteristics on Consumers’ Online Consumption of Fresh Agricultural Products under the Outbreak of COVID-19: An Analysis of Online Review Data Based on LDA Model

Xie, Chaorun; Tian, Xiaolong; Feng, Xiaochun; Zhang, Xiaoni; Ruana, Junhu

doi:10.1016/j.procs.2022.09.512

Cited by 13 publications

(9 citation statements)

References 3 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…Additionally, the authors investigated the moderate impact of COVID-19 safety precautions on restaurant quality and satisfaction. Another study by Xie et al (2022) aimed at developing online shopping channels for fresh agricultural products and employed the LDA model to identify the factors that influence consumers' preferences when purchasing these products online [26]. Hong and Wang (2021) proposed a novel framework that synthesized customer opinions from product reviews [27].…”

Section: Literature Reviewmentioning

confidence: 99%

Can Online Consumer Reviews Identify Key Evidence Regarding Common Consumer Choices for High-Tech Pet Products?

Nguyen,

Yoo

2023

JTAER

View full text Add to dashboard Cite

Online consumer reviews (OCRs) significantly influence consumer purchase decisions for new products. Therefore, today’s companies actively seek practical approaches for analyzing these OCRs. This study proposes a comprehensive method for OCR analysis using topic modeling and association rule analysis to overcome the current limitations in topic interpretation and topic overlap in text mining. Meanwhile, to examine the development of the high-tech industry and customer interest in the pet care field, this study synthesizes and analyzes reviews from consumers who are using healthcare products in the pet industry. To this end, we first collected 20,820 customer reviews from Amazon.com (accessed on 2 August 2023) for high-tech pet products and categorized them into three distinct product categories. Topic modeling was then conducted on each category, revealing five key topics per category. Subsequently, association rules analysis was performed on the customer reviews associated with the most representative topic. As a result, we were able to demonstrate that ‘satisfaction’ emerged as the most crucial topic across all three categories of high-tech pet products. Satisfaction is a topic expressing consumers’ attitudes after experiencing the product, and they used words to describe their feelings in the product reviews. A diverse range of associated terms was also identified that represented the essence of each product’s corresponding representative explanations. By leveraging these approaches, we are confident that pet product companies and market players will gain valuable insights into consumer preferences and behavior.

show abstract

Section: Literature Reviewmentioning

confidence: 99%

Can Online Consumer Reviews Identify Key Evidence Regarding Common Consumer Choices for High-Tech Pet Products?

Nguyen,

Yoo

2023

JTAER

View full text Add to dashboard Cite

show abstract

“…En consecuencia, se implementan diferentes canales de comercialización, como lo manifiesta Xie et al, 2022) "Muchas plataformas de comercio electrónico están tratando de desarrollar medios de distribución de productos frescos"(p.15). El comercio electrónico se ha convertido en una herramienta clave para el desarrollo económico y social, especialmente en tiempos de crisis sanitaria como la provocada por la pandemia del COVID-19, que aceleró los procesos logísticos de reparto y última milla mediados por e-commerce.…”

Section: Introductionunclassified

Diseño de una Propuesta para la Implementación de Canales de Distribución y Última Milla en la Plaza de Mercado de Facatativá Mediante el Desarrollo de un E-Commerce

Avila Castillo,

Obando Guzmán,

Trujillo Moreno

et al. 2024

Ciencia Latina

View full text Add to dashboard Cite

La plaza de mercado de Facatativá es uno de los principales centros de distribución de alimentos en el departamento de Cundinamarca, desde siempre ha marcado tradición y conservación de la cultura dentro del municipio; sin embargo, debido a la transformación digital que ha experimentado el mundo durante los últimos años y la necesidad de adaptarse a esos cambios, es importante que se preserve la plaza de mercado como un sistema organizacional eficiente, productivo, competitivo y sostenible. Por lo anterior, el objetivo del presente estudio, es diseñar una estrategia para la implementación de procesos de distribución y última milla en la plaza de Facatativá mediante un e-commerce con el propósito de diversificar los canales de comercialización y distribución de los productos alimenticios, a través de una metodología desarrollada en tres fases, siendo la primera un diagnóstico de evaluación dinámica de la cadena de suministro que analiza las fuerzas del comportamiento de los actores clave en la plaza de mercado de Facatativá y su respuesta ante las mismas; en la segunda fase se realizó un análisis de la percepción y apropiación de tecnologías mediante la elaboración de un cuestionario enfocado en la adopción del e-commerce y por último se diseñaron estrategias de distribución de última milla.

show abstract

“…Especially during the COVID-19 epidemic, online purchase of fresh agricultural products has brought more convenience to consumers. Contactless distribution has reduced the time cost and infection risk, encouraging a shift in fresh agricultural product consumption to online channels (Xie et al, 2022;Jiang et al, 2023). Although the traditional offline retail channel is still the main sales method of fresh agricultural products in China, a trend of consumers' online channel participation and an increase of online user penetration rate are emerging due to the epidemic (Pu et al, 2022).…”

Section: Introductionmentioning

confidence: 99%

The influence of online information on consumers’ channel migration behavior of fresh agricultural products

Cui,

Dong,

Fan

et al. 2024

Front. Sustain. Food Syst.

View full text Add to dashboard Cite

IntroductionCompliance with the latest patterns in online consumption of fresh agricultural products should prioritize the shifts in consumer behavior. This study aimed to clarify the influencing factors of consumers’ channel migration behavior of fresh agricultural products. While the migration of consumers’ consumption of fresh agricultural products to online channels is an undeniable fact, and this trend continues, literature on this topic remains limited.MethodsBased on SOR theory, and from the dual perspectives of information transmission and information reception, this study exploratively introduced the network affinity of consumers, and constructed the concept model of the influencing factors of consumers’ channel migration behavior of fresh agricultural products including information acquisition and risk perception. 416 valid questionnaires were used to conduct structural equation model analysis.ResultsThe results confirm that product information and platform information significantly affect consumers’ channel migration behavior of fresh agricultural products. Product information including feature information and price information has a positive influence on consumers’ channel migration behavior of fresh agricultural products. The same is true for such behavior and the platform information including service information and logistics information. Risk perception plays a partial mediating role in the influence of product information variables and platform information variables on consumers’ online purchasing and migration behavior of fresh agricultural products. Network affinity negatively moderates the causal relationship between product information and risk perception as well as that between platform information and risk perception. The effect is more pronounced for consumers with high network affinity than those with low network affinity.DiscussionThe study presented in this paper offers a replicable theoretical framework for future discussions on consumer channel migration behavior, and enriches the literature on consumer online consumption behavior. It is highly meaningful for further improving the online consumption stickiness, tapping the potential of online consumption and improving the circulation efficiency of fresh agricultural products in the post-pandemic era.

show abstract

Preference Characteristics on Consumers’ Online Consumption of Fresh Agricultural Products under the Outbreak of COVID-19: An Analysis of Online Review Data Based on LDA Model

Cited by 13 publications

References 3 publications

Can Online Consumer Reviews Identify Key Evidence Regarding Common Consumer Choices for High-Tech Pet Products?

Can Online Consumer Reviews Identify Key Evidence Regarding Common Consumer Choices for High-Tech Pet Products?

Diseño de una Propuesta para la Implementación de Canales de Distribución y Última Milla en la Plaza de Mercado de Facatativá Mediante el Desarrollo de un E-Commerce

The influence of online information on consumers’ channel migration behavior of fresh agricultural products

Contact Info

Product

Resources

About