Submitted:
25 November 2024
Posted:
25 November 2024
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Abstract
Keywords:
1. Introduction
2. Literature Review
2.1. Evolution of Social Media Marketing (Influencer Marketing)
2.2. Social Media Marketing (SMM) and Its Strategies
2.3. Social Listening
2.4. Social Media and Consumer Behavior
2.5. Social Media and Purchase Intention
3. Methodology
3.1. Qualitative Approach
3.1.1. Keyword Search Strategy
3.1.2. Inclusion Criteria
3.1.3. Exclusion Criteria
3.2. Quantitative Approach
3.4. Data Collection
3.4.1. Instruments
4. Results
4.1. Study 1. In-Depth Systematic Literature Review Study
4.2. Study 2: Quantitative Section
4.2.1. Factor Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Informed Consent Statement
Conflicts of Interest
References
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| Variables | Authors | Number of Items |
Likert Scales (1= Strongly Disagree to 5= Strongly agree) |
|---|---|---|---|
| Social Media Marketing (SMM) | Seo & Park (2018)[51] | 3 | 5 |
| Social Media Marketing (SMM) | Tayyaba Noreen, Sang-Lin Han (2015),[52] | 3 | 5 |
| Purchase Intention | Aji et al, (2020)[53] | 3 | 5 |
| Title of the research | Finding | Authors and journal with publication date |
|---|---|---|
| Users of the world, unite! The challenges and opportunities of social media. | SNS have developed into an important marketing method that allows indivudual customer to interact with firms and provide personalized information | Kaplan, A. M., & Haenlein, M. (2010)[2]. |
| Social media: The new hybrid element of the promotion mix | Influencer marketing and their interaction with the users play significan role in enhancing brand visibility and consumer engagement. | Mangold, W. G., & Faulds, D. J. (2009). Business Horizons [5] |
| A study of the impact of social media on consumers | Customer purchase intention and behavior significantly influence by user recommendation and User-generated content. | Hajli, N. (2014). International Journal of Market Research[8] |
| The impact of influencer marketing on consumer behavior:A meta analytic Review | Social media platform like Instagram, YouTube play important role in influencing user preference. | Smith, J. K. (2020). Journal of Consumer Behaviour [23] |
| Social Media Influencers: A Marketing Tool or a Passing Fad? | Social media Influencers are significantly enabling user engagement and preferences | Mangold, W. G., & Smith, S. (2020), Journal of Consumer Behaviour[63] |
| How Social Media Influences Consumer Behavior | Social media creates social proof and trust are also created by social media which influence consumer consumer buying behavior. | Smith, A. N., Fischer, E., & Yongjian, C. (2018), Journal of Consumer Psychology[64] |
| Popularity of brand posts on brand fan pages: An Investigation of the Effects of Social Media Marketing | Brand post on social media platform and their engagement determine their effectiveness of marketing. | Vries, L., Gensler, S., & Leeflang, P. S. (2012). Journal of Interactive Marketing [56] |
| Socialnomics: How social media transforms the way we live and do business | Despite significan advantages of Social media marketing it also offers significant disadvantages as ad fatigue and privacy concerns. | Qualman, E. (2019). Wiley[65] |
| Influence of internet interpersonal trust on social networking sites: A comparison of Facebook and MySpace | Social media marketing also depends on Trust in social media platforms influences consumer engagement. | Lee, E.-J., & Youn, S. (2009). Journal of Interactive Advertising [4] |
| Social Media: Influencing Customer Satisfaction in B2B Sales | Customer satisfaction and brand loyalty enhances by social media engagement in B2B sales. | Agnihotri, R., Dingus, R., Hu, M. Y., & Krush, M. T. (2016), Industrial Marketing Management[66] |
| Consumer engagement in a virtual brand community: An exploratory analysis. | When it comes ot brand community and engagement with the brand, Social media platforms are crucial. | Brodie, R. J., Ilic, A., Juric, B., & Hollebeek, L. (2013), Journal of Business Research [67] |
| Can You Measure the ROI of Your Social Media Marketing? | Return of Investment in SNS is complex to measure but its usefulness is justifiable . | Hoffman, D. L., & Fodor, M. (2010), MIT Sloan Management Review [3] |
| Marketing Communications: A Brand Narrative Approach | Social media marketing is much more effective when consistent brand messaging and engagment with the SNS platform. | Dahlen, M., Lange, F., & Smith, T. (2010), John Wiley & Sons [68] |
| Social Media Research: A Guide to Ethics | SMM is an important tool and it improve purchase intention,however privcy play critical role as well. | Waters, R. D., Tindall, N. T., & Morton, T. S. (2020), International Journal of Social Research Methodology [69] |
| Popularity of Brand Posts on Social Media | The attractiveness of brand posts depends on subject, timing, quality and engagement methods. | Vries, L., Gensler, S., & Leeflang, P. S. (2012), Journal of Interactive Marketing [56] |
| Groundswell: Winning in a World Transformed by Social Technologies | Consumer relationship with the firms are transforming with the help of Social technologies and business strategies. | Li, J., & Bernoff, J. (2011), Harvard Business Press [70] |
| Consumer Engagement in a Virtual Brand Community | Engaging consumers in virtual brand communities is another way of engage customers to boost loyalty, advocacy and purchase intention. | Fournier, S., Avery, J., & Lewis, M. (2013), Journal of Consumer Psychology[71] |
| Customer Behavior as an Outcome of Social Media Marketing:The Role of Social Media Marketing Activity and CustomerExperience | Social media interactions enhance brand equity and loyalty through a Stimulus-Organism-Response model. | Wibowo, A.; Chen, S. C.; Wiangin, U.; Ma, Y.; Ruangkanjanases(2020), Sustainability [72] |
| The Impact of Social Media Marketing on Consumer Engagement in Sustainable Consumption: A Systematic Literature Review. | Influencer marketing, balanced content design, and strong brand relationships as key strategies, with young, status-driven individuals showing the highest engagement. | Bryla, Pawel & Chatterjee, Shuvam & Ciabiada-Bryła, Beata.(2022), International Journal of Environmental Research and Public Health [73] |
| Role of Social Media Marketing Activities in Influencing Customer Intentions: A Perspective of a New Emerging Era | This study examines how social media marketing activities (SMMAs) influence user intentions on Facebook and Instagram, with social identification and satisfaction acting as mediators. Findings indicate that SMMAs significantly shape consumer intentions, offering valuable insights for marketers targeting Pakistani users. | Jamil Khalid , Dunnan Liu , Gul Rana Faizan , Shehzad Muhammad Usman , Gillani Syed Hussain Mustafa , Awan Fazal Hussain(2022), Frontiers in Psychology [74] |
| Customer engagement and social media: Revisiting the past to inform the future | This study reviews customer engagement (CE) research on social media, highlighting key influences, theoretical frameworks, and research gaps. | Lim, W. M.; Rasul, T.(2022), Journal of Business Research [75] |
| Emerging trends in social media marketing: a retrospective review using data mining and bibliometric analysis | This research emphasizes the need for further research on firm perspectives, particularly among small retailers, and the exploration of disruptive technologies like AI and blockchain in the field. | Bashar, Abu & Wasiq, Mohammad & Nyagadza, Brighton & Maziriri, Eugine. (2024), Future Business Journal [76] |
| Variable | Description | Frequency | Percentage |
|---|---|---|---|
| Gender | Male | 119 | 56.7% |
| Female | 91 | 43.3% | |
| Age | ≤20 | 42 | 20% |
| 21-30 | 40 | 19% | |
| 31-40 | 43 | 20.5% | |
| 41-50 or more | 40 | 19% | |
| ≥51 | 45 | 21.4% | |
| Occupation | Employee | 73 | 34.7% |
| Students | 113 | 53.8% | |
| Others | 24 | 11.4% | |
| Nationality | Korean | 210 | 100% |
| Scale adopted | Items | Disagree (1~2) |
Uncer- tain(3) |
Agree (4~5) |
|||
|---|---|---|---|---|---|---|---|
| n | % | n | % | n | % | ||
| Social Media Marketing (SMM) | I think SNS marketing has increased due to the growing influence of social networks? | 71 | 33.8 | 10 | 4.8 | 129 | 60.5 |
| I feel Advertisement on social media platforms can influence my buying decision | 67 | 31.9 | 10 | 4.8 | 133 | 63.4 | |
| The ads that appear on my profile are relevant to my personal interests and I enjoy seeing them. | 86 | 41.0 | 10 | 4.8 | 114 | 54.3 | |
| I feel choosing products and a service to buy through advertisement on social media platform is wise idea. | 73 | 34.7 | 11 | 5.23 | 126 | 60.0 | |
| Advertisement on social media platforms increases my interest in buying products and service. | 70 | 33.3 | 3.3 | 2.1 | 133 | 63.3 | |
| I feel seeing an advertisement on social media platforms is waste of time. | 115 | 54.8 | 48 | 22.9 | 47 | 22.4 | |
| Purchase Intention | Advertisement on social media platforms increases my interest in buying products and services. | 76 | 36.1 | 4 | 1.9 | 128 | 61.9 |
| Interacting with the products advertise on social media increase my interest in buying that products and services | 68 | 32.3 | 14 | 6.6 | 128 | 61.0 | |
| Interacting with social media help me make decisions better before purchasing their product. | 54 | 25.7 | 9 | 4.28 | 147 | 70.0 | |
| I will purchase products as marketed on the social media | 51 | 24.2 | 10 | 4.76 | 149 | 70.9I | |
| Code | Items | 1 | 2 | Cr- α |
|---|---|---|---|---|
| SMM_1 | I think SNS marketing has increased due to the growing influence of social networks? | .632 | .119 |
0.758 |
| SMM _2 | I feel Advertisement on social media platforms can influence my buying decision | .764 | .285 | |
| SMM _3 | The ads that appear on my profile are relevant to my personal interests and I enjoy seeing them. | .760 | .117 | |
| SMM _4 | I feel choosing products and a service to buy through advertisement on social media platform is wise idea. | .796 | .032 | |
| SMM _5 | Advertisement on social media platforms increases my interest in buying products and service. | .841 | .029 | |
| SMM _6 | I feel seeing an advertisement on social media platforms is waste of time. | .810 | .030 | |
| PI_1 | Advertisement on social media platforms increases my interest in buying products and services. | .235 | .783 |
0.787 |
| PI_2 | Interacting with the products advertise on social media increase my interest in buying that products and services | .094 | .780 | |
| PI_3 | Interacting with social media help me make decisions better before purchasing their product. | .071 | .801 | |
| PI_4 | I will purchase products as marketed on the social media | .186 | .823 |
| Variable | Items | Statistics |
AVE |
Composite Reliability (CR) | |
|---|---|---|---|---|---|
| Mean | Std. Dev |
||||
| Social Media Marketing (SMM) |
I think SNS marketing has increased due to the growing influence of social networks? |
3.951 |
0.643 |
0.551 |
0.717 |
| I feel Advertisement on social media platforms can influence my buying decision | |||||
| The ads that appear on my profile are relevant to my personal interests and I enjoy seeing them. | |||||
| I feel choosing products and a service to buy through advertisement on social media platform is wise idea. | |||||
| Advertisement on social media platforms increases my interest in buying products and service. | |||||
| I feel seeing an advertisement on social media platforms is waste of time. | |||||
| Purchase Intention | Advertisement on social media platforms increases my interest in buying products and services. |
3.651 |
0.715 |
0.691 |
0.732 |
| Interacting with the products advertise on social media increase my interest in buying that products and services | |||||
| Interacting with social media help me make decisions better before purchasing their product. | |||||
| I will purchase products as marketed on the social media | |||||
| NS_avg | PI_avg | ||
|---|---|---|---|
| SMM_avg | Pearson Correlation | 1 | .637** |
| Sig. (2-tailed) | .000 | ||
| N | 210 | 210 | |
| PI_avg | Pearson Correlation | .637** | 1 |
| Sig. (2-tailed) | .000 | ||
| N | 210 | 210 | |
| ** Correlation is significant at the 0.01 level (2-tailed) | |||
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