Research on the Effects of AIGC Advertisement on Prosumer Behavior

After OpenAI announced the GPT-3.5 model in November 2022, it opened up a new breakthrough in AI technology for content generation. Existing studies are mostly conducted in terms of traditional AI applications in various industries, and few studies have specifically explored the impact of AIGC on the emotional aspects of prosumer behavior. This study explores the difference in consumer behavioural intention between AIGC and human-designed advertisements. A total of 3 experiments were conducted to obtain data from 550 subjects. The results of the study show that ①consumer behavioural intention is higher when consumers see product advertisements generated by AI. ② Emotional attitudes mediate the effect of AI-generated advertisements on intention to produce and consume. ③ Prosumer' capability to regulate emotions mediates the effect of AI-generated advertisements on consumer-producing behavioural intentions. The main innovation of this study lies in the research perspective, comparing AIGC materials with artificially designed materials, which expands the existing research on production and consumption decision-making, and the use of Midjourney to design the experimental materials, which is an extension of the application of academic research tools. Practically the results of the study can provide companies with suggestions for marketing and emotional communication.

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Publication Details

Journal
Economics and Management Innovation
Published
2024-12-25
DOI
https://doi.org/10.71222/f5q5pe25
Citations
4
Primary Topic
E-commerce and Technology Innovations
Type
article
Field-Weighted Citation Impact
2.70
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article

Research on the Effects of AIGC Advertisement on Prosumer Behavior

Lei Shen, Huimin Huang
4 citations
Economics and Management Innovation
E-commerce and Technology Innovations
2.70
article

Research on the Effects of AIGC Advertisement on Prosumer Behavior

Lei Shen, Huimin Huang
article en
4 citations

Abstract

After OpenAI announced the GPT-3.5 model in November 2022, it opened up a new breakthrough in AI technology for content generation. Existing studies are mostly conducted in terms of traditional AI applications in various industries, and few studies have specifically explored the impact of AIGC on the emotional aspects of prosumer behavior. This study explores the difference in consumer behavioural intention between AIGC and human-designed advertisements. A total of 3 experiments were conducted to obtain data from 550 subjects. The results of the study show that ①consumer behavioural intention is higher when consumers see product advertisements generated by AI. ② Emotional attitudes mediate the effect of AI-generated advertisements on intention to produce and consume. ③ Prosumer' capability to regulate emotions mediates the effect of AI-generated advertisements on consumer-producing behavioural intentions. The main innovation of this study lies in the research perspective, comparing AIGC materials with artificially designed materials, which expands the existing research on production and consumption decision-making, and the use of Midjourney to design the experimental materials, which is an extension of the application of academic research tools. Practically the results of the study can provide companies with suggestions for marketing and emotional communication.

Economics and Management InnovationVol. 1(1)
Donghua University (CN)
Openalex Percentile: Top 8%
E-commerce and Technology Innovations
2.70
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Research on the Effects of AIGC Advertisement on Prosumer Behavior — Lei Shen, Huimin Huang · Economics and Management Innovation (2024) | TGRS Research Map | TGRS