Main Article Content
Abstract
Purpose: This review examines how social media marketing, online engagement, digital trust and perceived value are represented in research on distinct purchase-related outcomes.
Research Method: The Scopus-based systematic review covered English-language articles published during 2021–2025. The recorded screening and retrieval process yielded 107 included studies. Descriptive and thematic synthesis was complemented by VOSviewer keyword mapping.
Results and Discussion: The selected literature increasingly addresses social commerce and interactive platforms. Engagement, trust and value recur alongside purchase intentions and other outcomes, but measures, theoretical models and research designs differ. Keyword maps reveal a core around social media and consumer purchasing concepts, with emerging short-video and AI-related topics.
Implications: The review used one database and one reviewer; 286 sought reports were not retrieved. Co-occurrence and cross-study associations do not demonstrate a shared causal sequence. Better outcome specification and methodological triangulation are needed.
Originality: The synthesis differentiates engagement, trust, perceived value and purchase outcomes while identifying testable contextual and inferential boundaries.
Keywords
Article Details

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
- Alnaser, F., Alghizzawi, M., Abualfalayeh, G., Omeish, F., Alharthi, S., & Saed, A. K. R. (2024). The Impact of Social Media Marketing Activities on Purchase Intention. International Review of Management and Marketing, 14(6), 288–300. https://doi.org/10.32479/irmm.16839
- Alrwashdeh, M. (2025). How Do Social Media Marketing Activities Enhance Online Purchase Intention among Jordanian Consumers? The Role of Brand Trust and Brand Engagement. Innovative Marketing, 21(2), 291–302. https://doi.org/10.21511/im.21(2).2025.23
- Altarifi, S., Zraqou, J., Omar, F., & Momani, R. (2025). New Strategic Deployment of Augmented and Virtual Reality for Enhancing Purchase Intentions and Brand Attitudes. Data and Metadata, 4, Article 552. https://doi.org/10.56294/dm2025552
- Apasrawirote, D., & Yawised, K. (2022). Factors Influencing the Behavioral and Purchase Intention on Live-streaming Shopping. Asian Journal of Business Research, 12(1), 39–56. https://doi.org/10.14707/ajbr.220119
- Bothma, M., & Van Staden, B. (2025). The Influence of Perceived Deceptive Advertising on Consumer Behaviour in the Online Fashion Environment : A Stimulus-Organism-Response Perspective. South African Journal of Economic and Management Sciences, 28(1), Article a6398. https://doi.org/10.4102/sajems.v28i1.6398
- Cao, B., Jin, Y., Li, Z., & Bu, Q. (2025). Relationship between Perceived Value and Purchase Intention in Manufacturing Enterprises’ Mobile Interaction Platforms. International Journal of Interactive Mobile Technologies, 19(21), 107–121. https://doi.org/10.3991/ijim.v19i21.58849
- Dandawate, S., Khanna, P., Gawande, A., Kumar, A., & Shukla, S. (2025). Augmented Reality in Fashion Retail: Enhancing Consumer Decision-Making and Engagement. Mercados y Negocios, 26(56), 29–50. https://doi.org/10.32870/myn.vi56.7867
- Daoud, M. K., Alqudah, D., Al-qeed, M., & Al-Gasawaneh, J. A. (2023). Exploring the Effectiveness of Augmented Reality in Enhancing Brand Engagement: A Study of Digital Marketing Strategies. Quality - Access to Success, 24(196), 75–79. https://doi.org/10.47750/QAS/24.196.10
- Emini, A., Budic, H., & Klopotan, I. (2025). AI-Driven Personalisation and Customer Engagement in Social Commerce: Evidence from Kosovo. Business Systems Research, 16(2), 145–167. https://doi.org/10.2478/bsrj-2025-0022
- Giang, N. T. P., Tan, T. D., Duy, N. B. P., Nhu, T. V. Q., Ngan, T. T., Lien, N. T., & Phuong, N. N. T. (2025). The Power of Short Video Content on TikTok Shop Consumers in Viet Nam. Theoretical and Practical Research in the Economic Fields, 16(2), 407–424. https://doi.org/10.14505/tpref.v16.2(34).11
- Govender, K. K., & Yavisha, R. (2023). The Impact of Social Commerce on the Purchase Intentions of Millennials Using Facebook. Innovative Marketing, 19(2), 223–235. https://doi.org/10.21511/im.19(2).2023.18
- Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA2020: An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis. Campbell Systematic Reviews, 18(2), e1230. https://doi.org/10.1002/cl2.1230
- Haudi, Santamoko, R., Rachman, A., Surono, Y., Mappedeceng, R., Musnaini, & Wijoyo, H. (2022). The Effects of Social Media Marketing, Store Environment, Sales Promotion and Perceived Value on Consumer Purchase Decisions in Small Market. International Journal of Data and Network Science, 6(1), 67–72. https://doi.org/10.5267/j.ijdns.2021.10.003
- Hindieh, A., Samarah, T., & Momani, R. (2025). Consumer Purchase Intention Driven by Social Media Engagement and Content Quality: The Moderating Role of Age and Income. Quality - Access to Success, 26(209), 126–137. https://doi.org/10.47750/QAS/26.209.13
- Kurniawan, S. S., Eitiveni, I., Purwandari, B., & Purwaningsih, E. H. (2025). Impact of Perceived Value on Purchase and e-WOM Intentions: A Study of Shopee’s Star Sellers. Interdisciplinary Journal of Information, Knowledge, and Management, 20, 1–34. https://doi.org/10.28945/5485
- Laradi, S., Alrawad, M., Lutfi, A., & Agag, G. (2024). Understanding factors affecting social commerce purchase behavior: A longitudinal perspective. Journal of Retailing and Consumer Services, 78(103751), 1–58. https://doi.org/10.1016/j.jretconser.2024.103751
- Maia, C. R., Lunardi, G. L., Dolci, D. B., & Anana, E. da S. (2022). The Effects of Brand and Online Reviews on Consumer Trust and Purchase Intentions in Developing Countries: The Case of the Online Travel Agencies in Brazil. Brazilian Business Review, 19(3), 288–308. https://doi.org/10.15728/bbr.2022.19.3.4
- Mirbabaei, S. M., Ahmadinejad, B., Hajmalek, M., Shojaeifard, M., Laalkazemian, E., & Karampour, A. (2023). Investigating the Impact of Social Media Marketing Activities on Customer Satisfaction with the Mediating Role of Brand Equity and Perceived Value. Asian Journal of Business and Accounting, 16(2), 257–279. https://doi.org/10.22452/ajba.vol16no2.9
- Mohammad, A. A. S., Mohammad, S. I. S., Oraini, B. Al, Hindieh, A., Vasudevan, A., & Alshurideh, M. T. (2025). Decoding Consumer Behaviour: Leveraging Big Data and Machine Learning for Personalized Digital Marketing. Data and Metadata, 4, 1–17. https://doi.org/10.56294/dm2025700
- Mohammed, A. (2024). Factors Influencing Young Consumers’ Purchasing Behavior toward Saudi Coffee Product: An Application of the Extended Theory of Planned Behavior Model. Innovative Marketing, 20(3), 42–55. https://doi.org/10.21511/im.20(3).2024.04
- Narongkananukul, K., Puriwat, W., & Hoonsopon, D. (2025). The Influence of Social Media Influencer Attributes on Brand Equity and Purchase Intention. HighTech and Innovation Journal, 6(4), 1433–1448. https://doi.org/10.28991/HIJ-2025-06-04-018
- Osorio-Andrade, C., Rospigliosi, P. A., & Zarco, A. J. (2025). e-WOM and Content Marketing Strategies: Maximizing Brand Engagement Among Social Media Users in Spain. European Research on Management and Business Economics, 31(3), 1–12. https://doi.org/10.1016/j.iedeen.2025.100293
- Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., ... Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
- Qiao, L., & Sun, P. J. (2024). The Dynamics of Social Media Marketing : Unraveling the Impact on Customer Purchase Intentions through Engagement and Trust. Journal of Distribution Science, 22(3), 21–31. https://doi.org/10.15722/jds.22.03.202403.21
- Radons, D. L., Lobler, M. L., & Visentini, M. S. (2024). Validation of Decision-Making Experimental Tasks in a Social Commerce Environment. Brazilian Business Review, 21(5), 1–19. https://doi.org/10.15728/bbr.2022.1337.en
- Ruytenbeek, N., & Decock, S. (2024). Expressing and Responding to Customer (Dis)satisfaction Online: New Insights From Discourse and Linguistic Approaches. International Journal of Business Communication, 61(1), 1–13. https://doi.org/10.1177/23294884231199740
- Salhab, H. A., Al-Amarneh, A., Aljabaly, S. M., Zoubi, M. M. Al, & Othman, M. D. (2023). The Impact of Social Media Marketing on Purchase Intention: The Mediating Role of Brand Trust and Image. International Journal of Data and Network Science, 7(2), 591–600. https://doi.org/10.5267/j.ijdns.2023.3.012
- Shuqair, S., Filieri, R., Viglia, G., Mattila, A. S., & Pinto, D. C. (2024). Leveraging Online Selling through Social Media Influencers. Journal of Business Research, 171, 1–10. https://doi.org/10.1016/j.jbusres.2023.114391
- Siow, X. J., & Phang, I. G. (2025). Are Trust and Its Dimensions Important in Influencing Gen Z’s Impulse Buying in Live-Streaming Commerce? A Trust Transfer Theory Perspective. Virtual Economics, 8(4), 69–81. https://doi.org/10.34021/ve.2025.08.04(4)
- Suhud, U., Allan, M., Hoo, W. C., & Juliana, J. (2025). Purchase Intention of Muslim Consumers on TikTok Live Stream: Assessing the Role of Trust, Reliability, and TikTok Marketing Activities. International Journal of Data and Network Science, 9(4), 981–992. https://doi.org/10.5267/j.ijdns.2024.10.006
- Swasti, Y., Indra, R., Sigit, N. K., Ilham, M., Mani, L., & Aras, M. (2024). The Impact of Social Media Marketing Towards Purchase Decision : Interactive Flat Panel Display Technology Distribution from Indonesia ’ s B2B Market. Journal of Distribution Science, 22(9), 129–139. https://doi.org/10.15722/jds.22.09.202409.129
- Tripathi, S., Tiwari, A., Upreti, K., & Radhakrishnan, G. V. (2025). A Machine Learning Approach to Consumer Behavior Analysis in Social Media-Influenced E-Book Markets. Journal of Applied Science and Technology Trends, 06(02), 242–250. https://doi.org/10.38094/jastt62318
- Uyen, V. T. T., Ly, N. M., Oanh, N. T. T., & Khoa, B. T. (2025). Decoding Fear of Missing Out in Social Commerce: A Novel Integration of TAM and TRA for Online Purchasing Behavior. Journal of Logistics, Informatics and Service Science, 12(3), 50–62. https://doi.org/10.33168/JLISS.2025.0304
- van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84, 523–538. https://doi.org/10.1007/s11192-009-0146-3
- Walean, R. H., Gerungan, C. A., & Mandagi, D. W. (2025). The Triple Play : Social Media Marketing , Brand Trust , and Smartphone Purchase Decisions in Emerging Market. International Review of Management and Marketing, 15(6), 287–301. https://doi.org/10.32479/irmm.19203
- Yu, M., Li, J., & Moon, B. (2025). How to Promote the Usage of Short Video Apps for Shopping? The Perspective of Social Affordances. Asian Journal of Business Research, 15(4), 71–90. https://doi.org/10.14707/ajbr.250210
- Yuan, Z., Rehman, A. U., & Sulaiman, M. A. Bin. (2025). The Impact of Social Media Marketing on Consumer Electronics Purchase Decisions. Journal of Logistics, Informatics and Service Science, 12(10), 33–50. https://doi.org/10.33168/JLISS.2025.1003
- Yunus, M., Saputra, J., & Muhammad, Z. (2022). Digital Marketing, Online Trust and Online Purchase Intention of e-Commerce Customers: Mediating the Role of Customer Relationship Management. International Journal of Data and Network Science, 6(3), 935–944. https://doi.org/10.5267/j.ijdns.2022.2.003
References
Alnaser, F., Alghizzawi, M., Abualfalayeh, G., Omeish, F., Alharthi, S., & Saed, A. K. R. (2024). The Impact of Social Media Marketing Activities on Purchase Intention. International Review of Management and Marketing, 14(6), 288–300. https://doi.org/10.32479/irmm.16839
Alrwashdeh, M. (2025). How Do Social Media Marketing Activities Enhance Online Purchase Intention among Jordanian Consumers? The Role of Brand Trust and Brand Engagement. Innovative Marketing, 21(2), 291–302. https://doi.org/10.21511/im.21(2).2025.23
Altarifi, S., Zraqou, J., Omar, F., & Momani, R. (2025). New Strategic Deployment of Augmented and Virtual Reality for Enhancing Purchase Intentions and Brand Attitudes. Data and Metadata, 4, Article 552. https://doi.org/10.56294/dm2025552
Apasrawirote, D., & Yawised, K. (2022). Factors Influencing the Behavioral and Purchase Intention on Live-streaming Shopping. Asian Journal of Business Research, 12(1), 39–56. https://doi.org/10.14707/ajbr.220119
Bothma, M., & Van Staden, B. (2025). The Influence of Perceived Deceptive Advertising on Consumer Behaviour in the Online Fashion Environment : A Stimulus-Organism-Response Perspective. South African Journal of Economic and Management Sciences, 28(1), Article a6398. https://doi.org/10.4102/sajems.v28i1.6398
Cao, B., Jin, Y., Li, Z., & Bu, Q. (2025). Relationship between Perceived Value and Purchase Intention in Manufacturing Enterprises’ Mobile Interaction Platforms. International Journal of Interactive Mobile Technologies, 19(21), 107–121. https://doi.org/10.3991/ijim.v19i21.58849
Dandawate, S., Khanna, P., Gawande, A., Kumar, A., & Shukla, S. (2025). Augmented Reality in Fashion Retail: Enhancing Consumer Decision-Making and Engagement. Mercados y Negocios, 26(56), 29–50. https://doi.org/10.32870/myn.vi56.7867
Daoud, M. K., Alqudah, D., Al-qeed, M., & Al-Gasawaneh, J. A. (2023). Exploring the Effectiveness of Augmented Reality in Enhancing Brand Engagement: A Study of Digital Marketing Strategies. Quality - Access to Success, 24(196), 75–79. https://doi.org/10.47750/QAS/24.196.10
Emini, A., Budic, H., & Klopotan, I. (2025). AI-Driven Personalisation and Customer Engagement in Social Commerce: Evidence from Kosovo. Business Systems Research, 16(2), 145–167. https://doi.org/10.2478/bsrj-2025-0022
Giang, N. T. P., Tan, T. D., Duy, N. B. P., Nhu, T. V. Q., Ngan, T. T., Lien, N. T., & Phuong, N. N. T. (2025). The Power of Short Video Content on TikTok Shop Consumers in Viet Nam. Theoretical and Practical Research in the Economic Fields, 16(2), 407–424. https://doi.org/10.14505/tpref.v16.2(34).11
Govender, K. K., & Yavisha, R. (2023). The Impact of Social Commerce on the Purchase Intentions of Millennials Using Facebook. Innovative Marketing, 19(2), 223–235. https://doi.org/10.21511/im.19(2).2023.18
Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA2020: An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis. Campbell Systematic Reviews, 18(2), e1230. https://doi.org/10.1002/cl2.1230
Haudi, Santamoko, R., Rachman, A., Surono, Y., Mappedeceng, R., Musnaini, & Wijoyo, H. (2022). The Effects of Social Media Marketing, Store Environment, Sales Promotion and Perceived Value on Consumer Purchase Decisions in Small Market. International Journal of Data and Network Science, 6(1), 67–72. https://doi.org/10.5267/j.ijdns.2021.10.003
Hindieh, A., Samarah, T., & Momani, R. (2025). Consumer Purchase Intention Driven by Social Media Engagement and Content Quality: The Moderating Role of Age and Income. Quality - Access to Success, 26(209), 126–137. https://doi.org/10.47750/QAS/26.209.13
Kurniawan, S. S., Eitiveni, I., Purwandari, B., & Purwaningsih, E. H. (2025). Impact of Perceived Value on Purchase and e-WOM Intentions: A Study of Shopee’s Star Sellers. Interdisciplinary Journal of Information, Knowledge, and Management, 20, 1–34. https://doi.org/10.28945/5485
Laradi, S., Alrawad, M., Lutfi, A., & Agag, G. (2024). Understanding factors affecting social commerce purchase behavior: A longitudinal perspective. Journal of Retailing and Consumer Services, 78(103751), 1–58. https://doi.org/10.1016/j.jretconser.2024.103751
Maia, C. R., Lunardi, G. L., Dolci, D. B., & Anana, E. da S. (2022). The Effects of Brand and Online Reviews on Consumer Trust and Purchase Intentions in Developing Countries: The Case of the Online Travel Agencies in Brazil. Brazilian Business Review, 19(3), 288–308. https://doi.org/10.15728/bbr.2022.19.3.4
Mirbabaei, S. M., Ahmadinejad, B., Hajmalek, M., Shojaeifard, M., Laalkazemian, E., & Karampour, A. (2023). Investigating the Impact of Social Media Marketing Activities on Customer Satisfaction with the Mediating Role of Brand Equity and Perceived Value. Asian Journal of Business and Accounting, 16(2), 257–279. https://doi.org/10.22452/ajba.vol16no2.9
Mohammad, A. A. S., Mohammad, S. I. S., Oraini, B. Al, Hindieh, A., Vasudevan, A., & Alshurideh, M. T. (2025). Decoding Consumer Behaviour: Leveraging Big Data and Machine Learning for Personalized Digital Marketing. Data and Metadata, 4, 1–17. https://doi.org/10.56294/dm2025700
Mohammed, A. (2024). Factors Influencing Young Consumers’ Purchasing Behavior toward Saudi Coffee Product: An Application of the Extended Theory of Planned Behavior Model. Innovative Marketing, 20(3), 42–55. https://doi.org/10.21511/im.20(3).2024.04
Narongkananukul, K., Puriwat, W., & Hoonsopon, D. (2025). The Influence of Social Media Influencer Attributes on Brand Equity and Purchase Intention. HighTech and Innovation Journal, 6(4), 1433–1448. https://doi.org/10.28991/HIJ-2025-06-04-018
Osorio-Andrade, C., Rospigliosi, P. A., & Zarco, A. J. (2025). e-WOM and Content Marketing Strategies: Maximizing Brand Engagement Among Social Media Users in Spain. European Research on Management and Business Economics, 31(3), 1–12. https://doi.org/10.1016/j.iedeen.2025.100293
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., ... Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n71
Qiao, L., & Sun, P. J. (2024). The Dynamics of Social Media Marketing : Unraveling the Impact on Customer Purchase Intentions through Engagement and Trust. Journal of Distribution Science, 22(3), 21–31. https://doi.org/10.15722/jds.22.03.202403.21
Radons, D. L., Lobler, M. L., & Visentini, M. S. (2024). Validation of Decision-Making Experimental Tasks in a Social Commerce Environment. Brazilian Business Review, 21(5), 1–19. https://doi.org/10.15728/bbr.2022.1337.en
Ruytenbeek, N., & Decock, S. (2024). Expressing and Responding to Customer (Dis)satisfaction Online: New Insights From Discourse and Linguistic Approaches. International Journal of Business Communication, 61(1), 1–13. https://doi.org/10.1177/23294884231199740
Salhab, H. A., Al-Amarneh, A., Aljabaly, S. M., Zoubi, M. M. Al, & Othman, M. D. (2023). The Impact of Social Media Marketing on Purchase Intention: The Mediating Role of Brand Trust and Image. International Journal of Data and Network Science, 7(2), 591–600. https://doi.org/10.5267/j.ijdns.2023.3.012
Shuqair, S., Filieri, R., Viglia, G., Mattila, A. S., & Pinto, D. C. (2024). Leveraging Online Selling through Social Media Influencers. Journal of Business Research, 171, 1–10. https://doi.org/10.1016/j.jbusres.2023.114391
Siow, X. J., & Phang, I. G. (2025). Are Trust and Its Dimensions Important in Influencing Gen Z’s Impulse Buying in Live-Streaming Commerce? A Trust Transfer Theory Perspective. Virtual Economics, 8(4), 69–81. https://doi.org/10.34021/ve.2025.08.04(4)
Suhud, U., Allan, M., Hoo, W. C., & Juliana, J. (2025). Purchase Intention of Muslim Consumers on TikTok Live Stream: Assessing the Role of Trust, Reliability, and TikTok Marketing Activities. International Journal of Data and Network Science, 9(4), 981–992. https://doi.org/10.5267/j.ijdns.2024.10.006
Swasti, Y., Indra, R., Sigit, N. K., Ilham, M., Mani, L., & Aras, M. (2024). The Impact of Social Media Marketing Towards Purchase Decision : Interactive Flat Panel Display Technology Distribution from Indonesia ’ s B2B Market. Journal of Distribution Science, 22(9), 129–139. https://doi.org/10.15722/jds.22.09.202409.129
Tripathi, S., Tiwari, A., Upreti, K., & Radhakrishnan, G. V. (2025). A Machine Learning Approach to Consumer Behavior Analysis in Social Media-Influenced E-Book Markets. Journal of Applied Science and Technology Trends, 06(02), 242–250. https://doi.org/10.38094/jastt62318
Uyen, V. T. T., Ly, N. M., Oanh, N. T. T., & Khoa, B. T. (2025). Decoding Fear of Missing Out in Social Commerce: A Novel Integration of TAM and TRA for Online Purchasing Behavior. Journal of Logistics, Informatics and Service Science, 12(3), 50–62. https://doi.org/10.33168/JLISS.2025.0304
van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84, 523–538. https://doi.org/10.1007/s11192-009-0146-3
Walean, R. H., Gerungan, C. A., & Mandagi, D. W. (2025). The Triple Play : Social Media Marketing , Brand Trust , and Smartphone Purchase Decisions in Emerging Market. International Review of Management and Marketing, 15(6), 287–301. https://doi.org/10.32479/irmm.19203
Yu, M., Li, J., & Moon, B. (2025). How to Promote the Usage of Short Video Apps for Shopping? The Perspective of Social Affordances. Asian Journal of Business Research, 15(4), 71–90. https://doi.org/10.14707/ajbr.250210
Yuan, Z., Rehman, A. U., & Sulaiman, M. A. Bin. (2025). The Impact of Social Media Marketing on Consumer Electronics Purchase Decisions. Journal of Logistics, Informatics and Service Science, 12(10), 33–50. https://doi.org/10.33168/JLISS.2025.1003
Yunus, M., Saputra, J., & Muhammad, Z. (2022). Digital Marketing, Online Trust and Online Purchase Intention of e-Commerce Customers: Mediating the Role of Customer Relationship Management. International Journal of Data and Network Science, 6(3), 935–944. https://doi.org/10.5267/j.ijdns.2022.2.003