Sustaining Digital Marketing Strategies to Enhance Customer Engagement and Brand Promotion: Position as a Moderator
Abstract
:1. Introduction
2. Theoretical Framework and Hypothesis Development
2.1. Social Exchange Theory
2.2. Social Role Theory
3. Methodology
3.1. Research Method and Data Collection Process
3.2. Survey Instrument
4. Data Analysis and Findings
4.1. Measurement Model Assessment
4.1.1. Convergent Validity
4.1.2. Discriminant Validity
4.2. Assessing R2, Q2 and f2
4.3. Hypotheses Test
5. Discussion and Conclusions
5.1. Theoretical Implications
5.2. Practical Implications
5.3. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Loading | α | CR | AVE | VIF | |
---|---|---|---|---|---|
BP2 | 1.795 | 0.807 | 0.861 | 0.509 | 1.795 |
BP3 | 2.017 | 2.017 | |||
BP4 | 1.716 | 1.716 | |||
BP5 | 1.435 | 1.435 | |||
BP6 | 1.453 | 1.453 | |||
BP7 | 1.684 | 1.684 | |||
CE1 | 1.552 | 0.856 | 0.889 | 0.502 | 1.552 |
CE2 | 1.870 | 1.870 | |||
CE3 | 1.361 | 1.361 | |||
CE4 | 1.833 | 1.833 | |||
CE5 | 2.868 | 2.868 | |||
CE6 | 1.821 | 1.821 | |||
CE7 | 2.142 | 2.142 | |||
CE8 | 1.755 | 1.755 | |||
DM1 | 1.602 | 0.780 | 0.750 | 0.533 | 1.602 |
DM3 | 1.391 | 1.391 | |||
DM4 | 1.396 | 1.396 | |||
DM5 | 1.828 | 1.828 | |||
DM6 | 1.510 | 1.510 | |||
Model Fit | SRMR = 0.080, Chi-Square = 906.143, NFI = 0.709 |
BP | CE | DM | Position | |
---|---|---|---|---|
BP | 0.713 | |||
CE | 0.684 | 0.709 | ||
DM | 0.575 | 0.661 | 0.730 | |
Position | 0.066 | 0.180 | 0.016 | 1.000 |
BP | CE | DM | Position | Position × DM | |
---|---|---|---|---|---|
BP | |||||
CE | 0.819 | ||||
DM | 0.722 | 0.799 | |||
Position | 0.102 | 0.215 | 0.032 | ||
Position × DM | 0.177 | 0.113 | 0.027 | 0.068 |
R-Square | Q2 Predict | f-Square | |
---|---|---|---|
BP | 0.495 | 0.339 | |
CE | 0.476 | 0.462 | |
CE → BP | 0.325 | ||
DM → BP | 0.053 | ||
DM → CE | 0.827 | ||
Position × DM → CE | 0.021 |
Path | β | Mean | Standard Deviation | T Statistics | Confidence Interval Bias Corrected | p Values | Decision | ||
---|---|---|---|---|---|---|---|---|---|
Bias | 2.5% | 97.5% | |||||||
H1: DM → BP | 0.219 | 0.220 | 0.052 | 4.192 | 0.001 | 0.118 | 0.322 | 0.000 | Supported |
H2: DM → CE | 0.658 | 0.661 | 0.033 | 19.757 | 0.003 | 0.585 | 0.716 | 0.000 | Supported |
H3: CE → BP | 0.540 | 0.540 | 0.057 | 9.534 | 0.000 | 0.421 | 0.644 | 0.000 | Supported |
Mediation | |||||||||
H4: DM → CE → BP | 0.355 | 0.357 | 0.041 | 8.594 | 0.001 | 0.274 | 0.437 | 0.000 | Supported |
Moderation | |||||||||
H5: Position × DM → CE → BP | 0.055 | 0.055 | 0.024 | 2.335 | 0.000 | 0.013 | 0.105 | 0.020 | Supported |
Direct Effect | |||||||||
DM → BP | 0.219 | 0.220 | 0.052 | 4.192 | 0.001 | 0.115 | 0.322 | 0.000 | |
Indirect Effect | |||||||||
DM → CE → BP | 0.355 | 0.357 | 0.041 | 8.594 | 0.002 | 0.275 | 0.444 | 0.000 | |
Total Effect | |||||||||
DM → BP | 0.574 | 0.577 | 0.037 | 15.522 | 0.003 | 0.494 | 0.637 | 0.000 |
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Kamyabi, M.; Özgit, H.; Ahmed, J.N. Sustaining Digital Marketing Strategies to Enhance Customer Engagement and Brand Promotion: Position as a Moderator. Sustainability 2025, 17, 3270. https://doi.org/10.3390/su17073270
Kamyabi M, Özgit H, Ahmed JN. Sustaining Digital Marketing Strategies to Enhance Customer Engagement and Brand Promotion: Position as a Moderator. Sustainability. 2025; 17(7):3270. https://doi.org/10.3390/su17073270
Chicago/Turabian StyleKamyabi, Marjan, Hale Özgit, and Japheth Nuhu Ahmed. 2025. "Sustaining Digital Marketing Strategies to Enhance Customer Engagement and Brand Promotion: Position as a Moderator" Sustainability 17, no. 7: 3270. https://doi.org/10.3390/su17073270
APA StyleKamyabi, M., Özgit, H., & Ahmed, J. N. (2025). Sustaining Digital Marketing Strategies to Enhance Customer Engagement and Brand Promotion: Position as a Moderator. Sustainability, 17(7), 3270. https://doi.org/10.3390/su17073270