The DOI matches its Crossref record; 118 of the 118 references it cites were found in a registry or an index.
Understanding the effect of social media marketing activities: The mediation of social identification, perceived value, and satisfaction
Abstract
With the prevalence of Internet, social media has become an important means for online marketing events. Individuals and companies both create fan pages on online platforms and develop business opportunities using social media. While many past studies have investigated social media, few have mentioned the effects of social media marketing activities. This study proposed the effects of social media marketing activities on continuance intention, participation intention and purchase intention via the mediation of social identification, perceived value, and satisfaction. To empirically test the effects of social media marketing activities, this study conducted an online survey on 502 social media users for data analysis. The analytical results indicated that social media marketing activities indirectly affect satisfaction through social identification and perceived value. At the same time, social identification and perceived value directly affect satisfaction that then influences continuance intention, participation intention and purchase intention. Finally, the academic and management implications based on the empirical results of this study are provided as references for the improvement of social media marketing.
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“Empirical studies focused on the relationships between perceived value and customer satisfaction discovered that the perceived value positively impacts customer satisfaction in most cases [45,89,90].”
From Investigating the Impact of Critical Factors on Continuance Intention towards Cross-Border Shopping Websites (2019) · cites this paper as [89]
In the citing paper
“Perceived value has been found to affect consumer decision (Chen and Lin, 2019; Chung and Koo, 2015; Kim et al., 2007).”
From Understanding user switch of information seeking: From search engines to generative AI (2026) · cites this paper as Chen and Lin, 2019
Citations
Cites
Evaluating Structural Equation Models with Unobservable Variables and Measurement Error
Fornell, C., & Larcker, D. F. (1981) · Journal of Marketing Research · doi:10.2307/3151312 · Cited by 109,314
Evaluating structural equation models with unobservable variables and measurement error
Fornell, C., & Larcker, D. F. (1981) · Journal of Marketing Research · doi:10.1177/002224378101800104 · Cited by 109,190
Structural equation modeling in practice: A review and recommended two-step approach
Anderson, J. C., & Gerbing, D. W. (1988) · Psychological Bulletin · doi:10.1037/0033-2909.103.3.411 · Cited by 41,941
A new criterion for assessing discriminant validity in variance-based structural equation modeling
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-014-0403-8 · Cited by 38,459
(1975) · PhilPapers (PhilPapers Foundation) · Cited by 36,737
A primer on partial least squares structural equation modeling (PLS-SEM)
Leguina, A. (2015) · International Journal of Research & Method in Education · doi:10.1080/1743727x.2015.1005806 · Cited by 18,921
Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence
Zeithaml, V. A. (1988) · Journal of Marketing · doi:10.1177/002224298805200302 · Cited by 18,292
Users of the world, unite! The challenges and opportunities of Social Media
Kaplan, A. M., & Haenlein, M. (2010) · Business Horizons · doi:10.1016/j.bushor.2009.09.003 · Cited by 17,875 · cited 5×
“As the Internet has developed different forms of media and applications over time, it has changed the traditional human interactions of the past and also created new bridges for communication.”
BackgroundInfluentialSelf-Reports in Organizational Research: Problems and Prospects
Podsakoff, P. M., & Organ, D. W. (1986) · Journal of Management · doi:10.1177/014920638601200408 · Cited by 17,102
A Cognitive Model of the Antecedents and Consequences of Satisfaction Decisions
Oliver, R. L. (1980) · Journal of Marketing Research · doi:10.1177/002224378001700405 · Cited by 14,494
Flagged first, then by citations
Research works printed but not linked: 1
- Chen, 2014, An empirical study of users' loyalty on virtual communities: the prospective of fundamental interpersonal relations orientation, J. E-Bus., 16, 309
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Wei-fen, W., Wang, X., & Zhang, Y. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4827567
Borgo, M. P., & Carranza, E. G. (2024) · doi:10.19083/tesis/673178
Lee, Y. H., & Lee, J. J. (2024) · Media Asia · doi:10.1080/01296612.2024.2352949 · Cited by 1
Online Shopping Habit Dalam Minat Beli Ulang melalui Marketplace
Mulyani, S., & Meria, L. (2024) · Co-Value Jurnal Ekonomi Koperasi dan kewirausahaan · doi:10.59188/covalue.v14i10.4272
Shang, D., & Chi, Y. (2023) · International Conference on Big Data Economy and Information Management (BDEIM) · doi:10.1145/3659211.3659247
What determines green purchase behavior?
(2024) · Frontiers research topics · doi:10.3389/978-2-8325-4991-9 · Cited by 1
Djati, B. S., & Abdurrahman, A. (2024) · Journal of Economics Business Accounting and Management (JEBAM) · doi:10.61476/zrsxwh70
Liu, J., & Hamid, M. B. B. (2024) · Advances in Economics Management and Political Sciences · doi:10.54254/2754-1169/93/20241064
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Windhyastiti, I., Khouroh, U., Aristanto, E., Hidayatullah, S., & Ratnaningsih, C. S. (2024) · Journal of Economics Finance and Management Studies · doi:10.47191/jefms/v7-i7-21
Digital Marketing and Electronic Word of Mouth: A Literature Review
Sultoni, M. H. (2023) · Manajemen Bisnis · doi:10.22219/mb.v13i01.29511 · Cited by 2
The Influence of Social Media Marketing of A Beauty Service SME on the Customer Purchase Decision
Riska, R., Koeswandi, T. A. L., & Yusuf, I. (2024) · A Social Science And Entrepreneurship Journal. · doi:10.17509/asset.v4i1.72933
Abidin, Z., Fattah, M., Wardani, M. P., & Isniawati, H. (2024) · agromix · doi:10.35891/agx.v15i2.4491
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Andini, P. F., & Yuliati, L. N. (2024) · Jurnal Ilmu Keluarga dan Konsumen · doi:10.24156/jikk.2024.17.2.146
Safrudin, R., & Anggarani, A. (2024) · Lokawati Jurnal Penelitian Manajemen dan Inovasi Riset · doi:10.61132/lokawati.v2i5.1190
Eldin, A. Y. S. (2024) · International Journal of ADVANCED AND APPLIED SCIENCES · doi:10.21833/ijaas.2024.09.009
Maheshwari, R. (2024) · International Journal of Advanced Research in Commerce Management & Social Science · doi:10.62823/ijarcmss/7.3(ii).6887
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Gök, B. (2024) · Özgür Yayınları eBooks · doi:10.58830/ozgur.pub603.c2541 · Cited by 1
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Su, Y. (2024) · Frontiers in Business Economics and Management · doi:10.54097/1937tv79
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Zhong, L., & Liao, Y. Y. (2025) · PaperAsia · doi:10.59953/paperasia.v41i3b.541 · Cited by 1
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Li, J., & Zhang, X. (2025) · Research Square · doi:10.21203/rs.3.rs-7125889/v1 · Cited by 3
Makorere, R. (2025) · African Journal of Empirical Research · doi:10.51867/ajernet.6.3.75
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Toobunterng, R., & Yuenyong, N. (2026) · Corporate Law & Governance Review · doi:10.22495/clgrv8i3sip2
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Christofi, K., Eteokleous, P. P., Ellina, P., & Kythreotis, A. (2026) · Zooming Innovation in Consumer Technologies Conference (ZINC) · doi:10.1109/zinc69910.2026.11655760
Isya, R., Nurkhasanah, L. N., & Andrean, R. (2024) · Integra Business Review · doi:10.63208/21014-500
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Metadata
- Authors
- Chen, S.-C., & Lin, C.-P.
- Affiliations
- National Kaohsiung University of Science and Technology (TW)
- National Yang Ming Chiao Tung University (TW)
- Corresponding author
- Lin, Chieh-Peng
- Venue
- Technological Forecasting and Social Change
- Publisher
- Elsevier BV
- Published
- 2019-03
- Volume
- 140
- Pages
- 22-32
- ISSN
- 0040-1625 (ISSN-L)
- OpenAlex
- W2905830491
- Cited by
- 606
- References
- 118
- Citations by year
- 2026: 47 · 2025: 86 · 2024: 130 · 2023: 139 · 2022: 93 · 2021: 61 · 2020: 33 · 2019: 15
- FWCI
- 62.00
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Technological Forecasting and Social Change (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- Ministry of Science and Technology, Taiwan (106-2410-H-992-349)
- Topics
- Social Sciences › Business, Management and Accounting › Marketing › Digital Marketing and Social Media
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior and Marketing Influence
- Keywords
- social media marketing, social identification, perceived value, customer satisfaction, continuance intention, participation intention, purchase intention, mediating effect, digital marketing
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