Dissecting the Synergistic Effects of Social Media Interaction, Consumer Innovativeness, and Cognitive Behavioral Constructs on Health-Protective Outcomes: A Multi-Dimensional Exploration of Digital Marketing Strategies in the Healthcare Sector in SDGs
Keywords:
structural equation modeling, consumer innovativeness, artificial intelligence, digital marketing, e-health technologyAbstract
This research review presents a comprehensive examination of the intricate relationships between social media engagement, consumer innovativeness, and psychological constructs within the private healthcare sector in SDGs, with particular emphasis on the behavioral shifts during the pandemic. Utilizing Partial Least Squares Structural Equation Modeling (PLS-SEM) to analyze data from 400 respondents, the research investigates the complex interplay between key psychological drivers self-efficacy, perceived benefits, and behavioral beliefs and their collective influence on health-protective behaviors. The findings underscore the pivotal role of social media engagement in shaping health-related actions, revealing that consumer innovativeness partially mediates these relationships. Notably, behavioral beliefs emerged as the most significant predictor of health-protective behaviors, followed by self-efficacy and perceived benefits, highlighting the nuanced impact of cognitive factors on digital health engagement. The mediating role of consumer innovativeness underscores the necessity for healthcare marketers to foster innovative consumer mindsets to drive the adoption of health-promoting behaviors through social media channels. This study offers crucial theoretical insights into the evolving role of digital marketing in healthcare and provides practical recommendations for healthcare providers seeking to enhance patient engagement and health outcomes through strategic social media use. By identifying the mechanisms through which psychological elements interact with digital platforms, this research contributes to the broader discourse on optimizing digital communication for health promotion in the post-pandemic era.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 DR. JACK NG KOK WAH (Author)

This work is licensed under a Creative Commons Attribution 4.0 International License.
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.
