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The purpose of this study is to provide a nuanced understanding of the marketing placebo effect (MPE) of products with reduced sugar labeling and how it forms certain perceptual underpins (perceived healthiness (PH) and perceived tastiness (PT)), with the potential effect of product category and social class in consideration.

The proposed model is tested using a sample of 822 participants by employing partial least squares structural equation modeling (PLS-SEM). Hypothetical relationships among MPE, PH, PT, purchase intention (PI) and social class are examined for both hedonic and utilitarian products.

The results highlight the positive role of MPE in leveraging consumer PI through the parallel mediation of PH and PT. The positive effect of MPE on PH and PT was more pronounced for the utilitarian product. In addition, social class negatively moderated the relationship between PH and PI only in the case of the utilitarian product.

This paper contributed to the MPE literature in the food industry by challenging the conventional intuition of “Unhealthy = Tasty” and highlighting the potential of perceived food healthiness to positively influence perceived food tastiness under the effect of MPE. An upper social class would attenuate the positive effect of perceived food healthiness on PI.

The purpose of this study is to enhance the understanding of the marketing placebo effect (MPE) by proposing and empirically testing a model of antecedents and consequences of MPE for reduced-sugar labeled products in the food industry.

An online survey was conducted on a sample of 409 consumers to collect data on their health consciousness, sugar-induced anxiety, self-congruity, fresh start mindset and MPE of reduced front-of-pack sugar labeling in food products. Structural equation modeling (SEM) was used to analyze the data and test the hypotheses.

The results highlight the sugar-induced anxiety as the most pronounced determinant for the proposed placebo effect. Health consciousness was observed to indirectly influence the MPE via mediators (sugar-induced anxiety and self-congruity). Furthermore, the supporting role of the fresh start mindset moderates the relationships between health consciousness, sugar-induced anxiety, self-congruity and the MPE.

This study is one of the few to investigate the moderating effects of having a fresh start mindset on the MPE of reduced-sugar labeled products. Moreover, the study contributes to the growing body of research on the indirect effects of health consciousness on consumer behavior, highlighting the important role of emotional (anxiety) and self-congruity factors in shaping the MPE toward reduced-sugar labeled products.

By understanding the complex interplay between the variables of the antecedents and consequences of MPE for reduced-sugar labeled products, which engenders consumer attitude and belief about sugar intake, marketers and policymakers can develop more effective campaign strategies to promote such products and, consequently, a healthy diet and lifestyle.

This study is one of the few to investigate the moderating effects of the fresh start mindset on the MPE of reduced-sugar labeled products. Moreover, the study contributes to the growing body of research on the indirect effects of health consciousness on consumer behavior, highlighting the critical role emotional (i.e. anxiety) and cognitive (i.e. self-congruity) factors play in shaping the outcome of the MPE of reduced-sugar labeling in products.

Although user stickiness has been studied for several years in the field of live e-commerce, little attention has been paid to the effects of streamer attributes on user stickiness in this field. Rooted in the stimulus-organism-response (S-O-R) theory, this study investigated how streamer attributes influence user stickiness.

The authors obtained 496 valid samples from Chinese live e-commerce users and explored the formation of user stickiness using partial least squares-structural equation modeling (PLS-SEM). Artificial neural network (ANN) was used to capture linear and non-linear relationships and analyze the normalized importance ranking of significant variables, supplementing the PLS-SEM results.

The authors found that attractiveness and similarity positively impacted parasocial interaction (PSI). Expertise and trustworthiness positively impacted perceived information quality. Moreover, streamer-brand preference mediated the relationship between PSI and user stickiness, as well as the relationship between perceived information quality and user stickiness. Compared to PLS-SEM, the predictive ability of ANN was more robust. Further, the results of PLS-SEM and ANN both showed that attractiveness was the strongest predictor of user stickiness.

This study explained how streamer attributes affect user stickiness and provided a reference value for future research on user behavior in live e-commerce. The exploration of the linear and non-linear relationships between variables based on ANN supplements existing research. Moreover, the results of this study have implications for practitioners on how to improve user stickiness and contribute to the development of the livestreaming industry.