The DOI matches its Crossref record; 109 of the 109 references it cites were found in a registry or an index.
The effect of social media communication on consumer perceptions of brands
Abstract
Researchers and brand managers have limited understanding of the effects social media communication has on how consumers perceive brands. We investigated 504 Facebook users in order to observe the impact of firm-created and user-generated (UG) social media communication on brand equity (BE), brand attitude (BA) and purchase intention (PI) by using a standardized online survey throughout Poland. To test the conceptual model, we analyzed 60 brands across three different industries: non-alcoholic beverages, clothing and mobile network operators. When analyzing the data, we applied the structural equation modeling technique to both investigate the interplay of firm-created and user-generated social media communication and examine industry-specific differences. The results of the empirical studies showed that user-generated social media communication had a positive influence on both brand equity and brand attitude, whereas firm-created social media communication affected only brand attitude. Both brand equity and brand attitude were shown to have a positive influence on purchase intention. In addition, we assessed measurement invariance using a multi-group structural modeling equation. The findings revealed that the proposed measurement model was invariant across the researched industries. However, structural path differences were detected across the models.
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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
(1975) · PhilPapers (PhilPapers Foundation) · Cited by 36,737
Herne, H., Cooley, W. W., & Lohnes, P. R. (1973) · Journal of the Royal Statistical Society. Series A (General) · doi:10.2307/2344428 · Cited by 35,697
On the Evaluation of Structural Equation Models
Bagozzi, R. P., & Yi, Y. (1988) · Journal of the Academy of Marketing Science · doi:10.1007/bf02723327 · Cited by 26,163
(1980) · Medical Entomology and Zoology · Cited by 25,810
The commitment-trust theory of relationship marketing
Morgan, R. M., & Hunt, S. D. (1994) · Journal of Marketing · doi:10.1177/002224299405800302 · Cited by 22,355
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
Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance
Cheung, G. W., & Rensvold, R. B. (2002) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1207/s15328007sem0902_5 · Cited by 16,280
Conceptualizing, Measuring, and Managing Customer-Based Brand Equity
Keller, K. L. (1993) · Journal of Marketing · doi:10.1177/002224299305700101 · Cited by 14,686
Multivariate Data Analysis, 6th ed
Tatham, R. L., Anderson, R. E., Babin, B. J., Black, W. C., & Hair, J. F. (2006) · Cited by 9,807
Effects of Price, Brand, and Store Information on Buyers’ Product Evaluations
Dodds, W. B., Monroe, K. B., & Grewal, D. (1991) · Journal of Marketing Research · doi:10.1177/002224379102800305 · Cited by 5,853
Chaiken, S. (1980) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.39.5.752 · Cited by 5,516
Strategic Brand Management: Building, Measuring, and Managing Brand Equity
Keller, K. L. (1997) · Cited by 4,774
Structural Equation Modeling With AMOS: Basic Concepts, Applications, and Programming, Third Edition
Byrne, B. M. (2016) · doi:10.4324/9781315757421 · Cited by 4,653
Lead Users: A Source of Novel Product Concepts
von Hippel, E. (1986) · Management Science · doi:10.1287/mnsc.32.7.791 · Cited by 4,650
Toffler, A. (1980) · Medical Entomology and Zoology · Cited by 4,352
Social media: The new hybrid element of the promotion mix
Mangold, W. G., & Faulds, D. J. (2009) · Business Horizons · doi:10.1016/j.bushor.2009.03.002 · Cited by 4,111 · cited 2×
“Moreover, consumers are increasingly using social media sites to search for information and turning away from traditional media, such as television, radio, and magazines (Mangold and Faulds 2009).”
Byrne, B. M. (2013) · doi:10.4324/9780203805534 · Cited by 4,016
An Examination of Selected Marketing Mix Elements and Brand Equity
Yoo, B., Donthu, N., & Lee, S. (2000) · Journal of the Academy of Marketing Science · doi:10.1177/0092070300282002 · Cited by 3,363
Consumer Evaluations of Brand Extensions
Aaker, D. A., & Keller, K. L. (1990) · Journal of Marketing · doi:10.1177/002224299005400102 · Cited by 3,252
Consumer engagement in a virtual brand community: An exploratory analysis
Brodie, R. J., Ilic, A., Juric, B., & Hollebeek, L. (2013) · Journal of Business Research · doi:10.1016/j.jbusres.2011.07.029 · Cited by 3,221
Developing and validating a multidimensional consumer-based brand equity scale
Yoo, B., & Donthu, N. (2001) · Journal of Business Research · doi:10.1016/s0148-2963(99)00098-3 · Cited by 2,975
Kim, A. J., & Ko, E. (2012) · Journal of Business Research · doi:10.1016/j.jbusres.2011.10.014 · Cited by 2,449
How Brand Community Practices Create Value
Schau, H. J., Muñiz, A. M., & Arnould, E. J. (2009) · Journal of Marketing · doi:10.1509/jmkg.73.5.30 · Cited by 2,444
The Social Influence of Brand Community: Evidence from European Car Clubs
Algesheimer, R., Dholakia, U. M., & Herrmann, A. (2005) · Journal of Marketing · doi:10.1509/jmkg.69.3.19.66363 · Cited by 2,387
The Persuasiveness of Source Credibility: A Critical Review of Five Decades' Evidence
Pornpitakpan, C. (2004) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.2004.tb02547.x · Cited by 2,205 · cited 1×
“Because consumers typically judge the information provided by other individuals to be trustworthy and credible (Pornpitakpan 2004), user-generated social media communications have a greater effect on consumers’ overall perception of brands than firm-created social media communication.”
de Vries, L., Gensler, S., & Leeflang, P. S. H. (2012) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2012.01.003 · Cited by 2,060
On the nature and direction of relationships between constructs and measures.
Edwards, J. R., & Bagozzi, R. P. (2000) · Psychological Methods · doi:10.1037//1082-989x.5.2.155 · Cited by 1,745
Do online reviews matter? — An empirical investigation of panel data
Duan, W., Gu, B., & Whinston, A. B. (2008) · Decision Support Systems · doi:10.1016/j.dss.2008.04.001 · Cited by 1,675
Word of mouth communication within online communities: conceptualizing the online social network
Brown, J., Broderick, A. J., & Lee, N. (2007) · Journal of Interactive Marketing · doi:10.1002/dir.20082 · Cited by 1,661
Model modifications in covariance structure analysis: The problem of capitalization on chance.
MacCallum, R. C., Roznowski, M., & Necowitz, L. B. (1992) · Psychological Bulletin · doi:10.1037//0033-2909.111.3.490 · Cited by 1,632
Exploring the value of online product reviews in forecasting sales: The case of motion pictures
Dellarocas, C., Zhang, X. (., & Awad, N. F. (2007) · Journal of Interactive Marketing · doi:10.1002/dir.20087 · Cited by 1,518
The Measurement and Determinants of Brand Equity: A Financial Approach
Simon, C. J., & Sullivan, M. W. (1993) · Marketing Science · doi:10.1287/mksc.12.1.28 · Cited by 1,501
Networked Narratives: UnderstandingWord-of-Mouth Marketing in Online Communities
(2014) · Cited by 1,486
Are Product Attribute Beliefs the Only Mediator of Advertising Effects on Brand Attitude?
Mitchell, A. A., & Olson, J. C. (1981) · Journal of Marketing Research · doi:10.2307/3150973 · Cited by 1,472
Introducing COBRAs: Exploring motivations for brand-related social media use
Muntinga, D. G., Moorman, M., & Smit, E. G. (2011) · International Journal of Advertising · doi:10.2501/ija-30-1-013-046 · Cited by 1,468
Brand Equity, Brand Preference, and Purchase Intent
Cobb-Walgren, C. J., Ruble, C. A., & Donthu, N. (1995) · Journal of Advertising · doi:10.1080/00913367.1995.10673481 · Cited by 1,344
Networked Narratives: Understanding Word-of-Mouth Marketing in Online Communities
Kozinets, R. V., De Valck, K., Wojnicki, A. C., & Wilner, S. J. S. (2010) · Journal of Marketing · doi:10.1509/jm.74.2.71 · Cited by 1,278
Why are you telling me this? An examination into negative consumer reviews on the Web
Sen, S., & Lerman, D. (2007) · Journal of Interactive Marketing · doi:10.1002/dir.20090 · Cited by 1,245
Affect, cognition, and awareness: Affective priming with optimal and suboptimal stimulus exposures.
Murphy, S. T., & Zajonc, R. B. (1993) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.64.5.723 · Cited by 1,157
Building strong brands in a modern marketing communications environment
Keller, K. L. (2009) · Journal of Marketing Communications · doi:10.1080/13527260902757530 · Cited by 1,141
Wang, X., Yu, C., & Wei, Y. (2012) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2011.11.004 · Cited by 1,060
How Does Brand-related User-generated Content Differ across YouTube, Facebook, and Twitter?
Smith, A. N., Fischer, E., & Yongjian, C. (2012) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2012.01.002 · Cited by 1,044
Do Online Reviews Matter? - an Empirical Investigation of Panel DataPreprint
Duan, W., Gu, B., & Whinston, A. B. (2005) · SSRN Electronic Journal · Cited by 1,025
The measurement and dimensionality of brand associations
Low, G. S., & Lamb, C. W. (2000) · Journal of Product & Brand Management · doi:10.1108/10610420010356966 · Cited by 1,006
International Marketing Research
Czinkota, M. R., & Hand, M. J. (1984) · Journal of Marketing Research · doi:10.1177/002224378402100114 · Cited by 980
Impact of Product-Harm Crises on Brand Equity: The Moderating Role of Consumer Expectations
Dawar, N., & Pillutla, M. M. (2000) · Journal of Marketing Research · doi:10.1509/jmkr.37.2.215.18729 · Cited by 977
Cross-Validation Of Covariance Structures
Cudeck, R., & Browne, M. W. (1983) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr1802_2 · Cited by 853
Cova, B., & Pace, S. (2006) · European Journal of Marketing · doi:10.1108/03090560610681023 · Cited by 852
Firm-Created Word-of-Mouth Communication: Evidence from a Field Test
Godes, D., & Mayzlin, D. (2009) · Marketing Science · doi:10.1287/mksc.1080.0444 · Cited by 837 · cited 1×
“Thus, we form two research objectives that are relevant for companies, brand managers, and scholars (Godes and Mayzlin 2009; Kozinets et al. 2010; Dellarocas, Zhang, and Awad 2007): (1) To investigate the effects of firm-created and user-generated social media communication on brand equity, brand…”
Are social media replacing traditional media in terms of brand equity creation?
Bruhn, M., Schoenmueller, V., & Schäfer, D. B. (2012) · Management Research Review · doi:10.1108/01409171211255948 · Cited by 794
Groundswell: winning in a world transformed by social technologies
(2008) · Choice Reviews Online · doi:10.5860/choice.46-1586 · Cited by 787
Exploring Consumer Motivations for Creating User-Generated Content
Daugherty, T., Eastin, M. S., & Bright, L. (2008) · Journal of Interactive Advertising · doi:10.1080/15252019.2008.10722139 · Cited by 787
Reza Jalilvand, M., & Samiei, N. (2012) · Marketing Intelligence & Planning · doi:10.1108/02634501211231946 · Cited by 752
The Effect of Brand Attitude and Brand Image on Brand Equity
Faircloth, J. B., Capella, L. M., & Alford, B. L. (2001) · Journal of Marketing Theory and Practice · doi:10.1080/10696679.2001.11501897 · Cited by 665
Information Processing from Advertisements: Toward an Integrative Framework
MacInnis, D. J., & Jaworski, B. J. (1989) · Journal of Marketing · doi:10.1177/002224298905300401 · Cited by 653
The Promise of Research on Open Source Software
von Krogh, G., & von Hippel, E. (2006) · Management Science · doi:10.1287/mnsc.1060.0560 · Cited by 588
Brand Loyalty: The Link between Attitude and Behavior
Baldinger, A. L., & Rubinson, J. (1996) · Journal of Advertising Research · doi:10.1080/00218499.1996.12466634 · Cited by 580
The impact of brand credibility on consumer price sensitivity
Erdem, T., Swait, J., & Louviere, J. (2002) · International Journal of Research in Marketing · doi:10.1016/s0167-8116(01)00048-9 · Cited by 561
The Impact of Marketing-Induced Versus Word-of-Mouth Customer Acquisition on Customer Equity Growth
Villanueva, J., Yoo, S., & Hanssens, D. M. (2008) · Journal of Marketing Research · doi:10.1509/jmkr.45.1.48 · Cited by 559
Mägi, A. W. (2003) · Journal of Retailing · doi:10.1016/s0022-4359(03)00008-3 · Cited by 555
Complaining to the Masses: The Role of Protest Framing in Customer-Created Complaint Web Sites
Ward, J. C., & Ostrom, A. L. (2006) · Journal of Consumer Research · doi:10.1086/506303 · Cited by 524
Lane, V., & Jacobson, R. (1995) · Journal of Marketing · doi:10.1177/002224299505900106 · Cited by 516
Consumer-Based Brand Equity Conceptualisation and Measurement: A Literature Review
Christodoulides, G., & de Chernatony, L. (2010) · International Journal of Market Research · doi:10.2501/s1470785310201053 · Cited by 507
Gangadharbatla, H. (2008) · Journal of Interactive Advertising · doi:10.1080/15252019.2008.10722138 · Cited by 495
Brand equity dilution through negative online word-of-mouth communication
Bambauer-Sachse, S., & Mangold, S. (2011) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2010.09.003 · Cited by 469
An empirical comparison of consumer-based measures of brand equity
Agarwal, M. K., & Rao, V. R. (1996) · Marketing Letters · doi:10.1007/bf00435740 · Cited by 454
Social versus psychological brand community: The role of psychological sense of brand community
Carlson, B. D., Suter, T. A., & Brown, T. J. (2008) · Journal of Business Research · doi:10.1016/j.jbusres.2007.06.022 · Cited by 404
(2012) · Journal of Marketing Research · doi:10.1509/jmr.49.4.i · Cited by 392
Word of Mouth on the Web: The Impact of Web 2.0 on Consumer Purchase Decisions
Riegner, C. (2007) · Journal of Advertising Research · doi:10.2501/s0021849907070456 · Cited by 381
Keller, K. L., & Lehmann, D. (2003) · Cited by 381
Consumers’ Reliance on Product Information and Recommendations Found in UGC
Cheong, H. J., & Morrison, M. A. (2008) · Journal of Interactive Advertising · doi:10.1080/15252019.2008.10722141 · Cited by 363
Journal of Marketing Development and Competitiveness
(2019) · Journal of Marketing Development and Competitiveness · doi:10.33423/jmdc · Cited by 361
Vigilante Marketing and Consumer-Created Communications
Muñiz, Jr., & Schau, H. J. (2007) · Journal of Advertising · doi:10.2753/joa0091-3367360303 · Cited by 356
Category-Based Applications and Extensions in Advertising: Motivating More Extensive Ad Processing
Goodstein, R. C. (1993) · Journal of Consumer Research · doi:10.1086/209335 · Cited by 352
Christodoulides, G., Jevons, C., & Bonhomme, J. (2012) · Journal of Advertising Research · doi:10.2501/jar-52-1-053-064 · Cited by 315
The impact of marketing communication and price promotion on brand equity
Villarejo-Ramos, A. F., & Sánchez-Franco, M. J. (2005) · Journal of Brand Management · doi:10.1057/palgrave.bm.2540238 · Cited by 312
Shukla, P. (2011) · Journal of World Business · doi:10.1016/j.jwb.2010.11.002 · Cited by 309
Ad Lib: When Customers Create the Ad
Berthon, P., Pitt, L., & Campbell, C. (2008) · California Management Review · doi:10.2307/41166454 · Cited by 303
Family as a source of consumer‐based brand equity
Bravo Gil, R., Fraj Andrés, E., & Martínez Salinas, E. (2007) · Journal of Product & Brand Management · doi:10.1108/10610420710751564 · Cited by 296
New Communications Approaches in Marketing: Issues and Research Directions
Winer, R. S. (2009) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2009.02.004 · Cited by 295
Social Media in an Alternative Marketing Communication Model
Castronovo, C., & Huang, L. (2012) · Journal of Marketing Development and Competitiveness · Cited by 292
A handbook of cognitive psychology
Eysenck, M. W. (1984) · Cited by 281
The Role of Attributions in Customer Satisfaction: A Reexamination
Tsiros, M., Mittal, V., & Ross, W. T. (2004) · Journal of Consumer Research · doi:10.1086/422124 · Cited by 280
Journal of Interactive Marketing
(2006) · Journal of Interactive Marketing · doi:10.1002/(issn)1520-6653 · Cited by 272
Exploring the Brand Value-Shareholder Value Nexus for Consumer Goods Companies
Kerin, R. A., & Sethuraman, R. (1998) · Journal of the Academy of Marketing Science · doi:10.1177/0092070398264001 · Cited by 264
Groundswell. Winning in a World Transformed by Social Technologies
Li, C. (2010) · Strategic Direction · doi:10.1108/sd.2010.05626hae.002 · Cited by 260
Schwartz, D. G. (2000) · Internet Research · doi:10.1108/intr.2000.17210daa.001 · Cited by 256
Chauhan, K., & Pillai, A. (2013) · Journal of Product & Brand Management · doi:10.1108/10610421311298687 · Cited by 233
Journal of the: Academy of Marketing Science
Berkman, H. W., Fenyo, J. K., & McCarthy, J. (1980) · Journal of the Academy of Marketing Science · doi:10.1177/009207038000800101 · Cited by 231
Note from Special Issue Editors
Krishnamurthy, S., & Dou, W. (2008) · Journal of Interactive Advertising · doi:10.1080/15252019.2008.10722137 · Cited by 192
Hautz, J., Füller, J., Hutter, K., & Thürridl, C. (2014) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2013.06.003 · Cited by 189
Network Models for Estimating Brand-Specific Effects in Multi-Attribute Marketing Models
Srinivasan, V. (1979) · Management Science · doi:10.1287/mnsc.25.1.11 · Cited by 184
Impact of online reviews of customer care experience on brand or company selection
Karakaya, F., & Barnes, N. G. (2010) · Journal of Consumer Marketing · doi:10.1108/07363761011063349 · Cited by 178
The A2SC2Model: The Influence of Attitudes and Attitude Strength on Consideration and Choice
Priester, J. R., Nayakankuppam, D., Fleming, M. A., & Godek, J. (2004) · Journal of Consumer Research · doi:10.1086/380290 · Cited by 177
Cross‐national differences in e‐WOM influence
Christodoulides, G., Michaelidou, N., & Argyriou, E. (2012) · European Journal of Marketing · doi:10.1108/03090561211260040 · Cited by 172
How to inspire value-laden collaborative consumer-generated content
Muñiz, A. M., & Schau, H. J. (2011) · Business Horizons · doi:10.1016/j.bushor.2011.01.002 · Cited by 164
Consumer Search and Public Policy
Beales, H., Mazis, M. B., Salop, S. C., & Staelin, R. (1981) · Journal of Consumer Research · doi:10.1086/208836 · Cited by 162
Folse, J. A. G., Netemeyer, R. G., & Burton, S. (2012) · Journal of Advertising · doi:10.2753/joa0091-3367410102 · Cited by 76
Brand equity's antecedent/consequence relationships in cross‐cultural settings
Broyles, S. A., Leingpibul, T., Ross, R. H., & Foster, B. M. (2010) · Journal of Product & Brand Management · doi:10.1108/10610421011046148 · Cited by 58
Byrne, B. M., Baron, P., & Balev, J. (1998) · Educational and Psychological Measurement · doi:10.1177/0013164498058002007 · Cited by 54
Let them talk! Managing primary and extended online brand communities for success
Noble, C. H., Noble, S. M., & Adjei, M. T. (2012) · Business Horizons · doi:10.1016/j.bushor.2012.05.001 · Cited by 50
A typology of internet users based on comparative affective states: evidence from eight countries
Christodoulides, G., Michaelidou, N., & Siamagka, N. (2013) · European Journal of Marketing · doi:10.1108/03090561311285493 · Cited by 45
Schivinski, B., & Dąbrowski, D. (2013) · RePEc: Research Papers in Economics · Cited by 44
Self-citationA Further Assessment of Measurement Influences on the Intention-Behavior Relationship
Miniard, P. W., Obermiller, C., & Page, T. J. (1983) · Journal of Marketing Research · doi:10.2307/3151687 · Cited by 26
Cross‐channel integration of advertising: does personal involvement matter?
Wang, X. (2009) · Management Research News · doi:10.1108/01409170910980362 · Cited by 18
Social Media DNA: How Brand Characteristics Shape COBRAs
Muntinga, D. G., Smit, E. G., & Moorman, M. (2012) · Gabler Verlag eBooks · doi:10.1007/978-3-8349-4291-3_10 · Cited by 17
Rezvani, M., Hoseini, S. H. K., & Samadzadeh, M. M. (2012) · Cited by 13
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Dijkmans, C., Kerkhof, P., & Beukeboom, C. J. (2015) · Tourism Management · doi:10.1016/j.tourman.2014.09.005 · Cited by 515
A comparison of social media marketing between B2B, B2C and mixed business models
Iankova, S., Davies, I., Archer-Brown, C., Marder, B., & Yau, A. (2019) · Industrial Marketing Management · doi:10.1016/j.indmarman.2018.01.001 · Cited by 338
Wang, X.-W., Cao, Y.-M., & Park, C. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.07.018 · Cited by 236
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Hanaysha, J. R. (2018) · World Journal of Entrepreneurship, Management and Sustainable Development · doi:10.1108/wjemsd-06-2017-0035 · Cited by 108
Johnson, B. K., Potocki, B., & Veldhuis, J. (2019) · Journal of Computer-Mediated Communication · doi:10.1093/jcmc/zmz003 · Cited by 72
Metadata
- Authors
- Schivinski, B., & Dabrowski, D.
- Venue
- Journal of Marketing Communications
- Publisher
- Informa UK Limited
- Published
- 2014-01-20
- Volume
- 22
- Issue
- 2
- Pages
- 189-214
- ISSN
- 1352-7266 (ISSN-L)
- 1466-4445
- OpenAlex
- W2133085133
- Cited by
- 940
- References
- 109
- FWCI
- 97.28
- Type
- journal article
- Language
- en
- Open access
- closed
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