Marketing Intelligence: Boom or Bust of Service Marketing?
DOI:
https://doi.org/10.9781/ijimai.2022.10.001Keywords:
Digital Marketing, Intelligence, Servitization, Marketing IntelligenceAbstract
Marketing intelligence fosters two major developments within digital service marketing. On the one hand, a boom of services seems to have evolved, accelerated by the opportunities of marketing intelligence. It has contributed to the optimization of customer experiences, e.g., supported by mobile, personalized, and customized marketing services. On the other hand, (digital) self-services are likely to pervert the term “service”. Lifecycle marketing, including annoying marketing communication in real-time, automated price adjustment and programmatic advertising based on artificial intelligence, affects the vision of fully standardized marketing automation. Additionally, there are incentives to pollute the digital information in order to manufacture opinions. Fake news is one popular example. This leads to the (open) question if marketing intelligence means service boom or bust of marketing. This contribution aims to elaborate the boom-and-bust aspects of marketing intelligence and suggests a trade-off. The method applied in this paper will be a descriptive and conceptual literature review, through which the paradigmatic thoughts will be juxtaposed from the perspective of service.
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References
P. Kotler, H. Kartajaya, and I. Setiawan, Marketing 5.0: Technology for Humanity, Wiley, Hoboken, 2021.
G. L. Shostack, “Breaking free from product marketing,” in Journal of Marketing, April 1977, pp. 73-80.
S. Vandermerwe and J. Rada, “Servitization of business: Adding value by adding services,” in European Management Journal, Vol. 6, Issue 4, Winter, pp. 314-324, 1988.
J. Lies. Die Digitalisierung der Kommunikation im Mittelstand - Auswirkungen von Marketing 4.0, SpringerGabler, Wiesbaden, 2017.
S. Kundu and S.K. Datta, “Impact of trust on the relationship of e-service quality and customer satisfaction,” in EuroMed Journal of Business, Vol. 10, No. 1, pp. 21-46, 2015, doi: 10.1108/EMJB-10-2013-0053.
P.K. Kannan and A. Li, “Digital marketing: A framework, review and research agenda,” in International Journal of Research in Marketing, Vol. 34, No. 1, pp. 22–45, 2017.
C. Wood, “Marketing automation: Lessons learnt so far …,” in: Journal of Direct, Data and Digital Marketing Practice, Vol. 16, No. 4, pp. 251-254, 2015, doi: 10.1057/dddmp.2015.31.
S. L. Vargo and R. Lusch, “From Goods to Service(s): Divergences and Convergences of Logics,” in Industrial Marketing Management, Vol. 37, No. 3, pp. 254-259, 2008, doi: 10.1016/j.indmarman.2007.07.004.
C. Grönroos, “What can a service logic offer marketing theory?,” in The Service-Dominant Logic of Marketing: Dialog, Debate, and Directions, R.F. Lusch and S. L. Vargo (Ed.s.) Routledge, London/New York, 2020, pp. 353- 364.
S. Vandermerwe and J. Rada, “Servitization of business: Adding value by adding services,” in European Management Journal, Vol. 6, Issue 4, Winter, pp. 314-324, 1988.
V. Kumar, V. Chattaraman, C. Neghina, B. Skiera, L. Aksoy, A. Buoye, and J. Henseler, “Data-driven services marketing in a connected world,” in Journal of Service Management, Vol. 24, No. 3, pp. 330-352, 2013, doi: 10.1108/09564231311327021.
H.-c. Chen, R. H. L. Chiang, and V. C. Storey, “Business intelligence and analytics: from big data to big impact,” in Mis Quarterly, Vol. 36, No. 4, December 2012, pp. 1165–1188, 2012, doi: 10.2307/41703503
D. Shah and B.P.S. Murthi, “Marketing in a data-driven digital world: Implications for the role and scope of marketing,” in Journal of Business Research, Vol. 125, March 2021, pp. 772-779, 2121, doi: 10.1016/j.jbusres.2020.06.062.
G. Gera, B. Gera, and A. Mishra, “Role of agile marketing in the present era,” in International Journal of Technical Research and Science, Vol. IV, Issue V, May 2019, pp. 40-44, doi: 10.30780/IJTRS.V04.I05.006.
B. Vassileva, “Marketing 4.0: How Technologies Transform Marketing Organization,” in Óbuda University e-Bulletin, Vol. 7, No. 1, pp. 47-56, 2017.
D. Nash, D. Armstrong, and M. Robertson, “Customer Experience 2.0: How Data, Technology, and Advanced Analytics are Taking an Integrated, Seamless Customer Experience to the Next Frontier,” in Journal of Integrated Marketing Communications, Vol. 1 No. 1, pp. 32-39, 2013.
J. Galán, C. García-García, F. Felip, & M. Contero, “Does a presentation Media Influence the Evaluation of Consumer Products? A Comparative Study to Evaluate Virtual Reality, Virtual Reality with Passive Haptics and a Real Setting,” International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 6, No. 6, pp. 196-207, 2021, doi: 10.9781/ijimai.2021.01.001.
K. N. Lemon and P. C. Verhoef, “Understanding Customer Experience Throughout the Customer Journey,” in Journal of Marketing, AMA/MSI Special Issue, Vol. 80 (November 2016), pp. 69–96, 2016, doi: 10.1509/jm.15.0420.
E. Sivadasa, R. Grewal, and J. Kellaris, “The Internet as a Micro Marketing Tool: Targeting Consumers through Preferences Revealed in Music Newsgroup Usage,” in Journal of Business Research, Vol. 41, No. 3, March 1998, pp. 179-186, 1998, doi: 10.1016/S0148-2963(97)00060-X.
S. Boon-itt, “Managing self-service technology service quality to enhance e-satisfaction,” in International Journal of Quality and Service Sciences, Vol. 7, No. 4, pp. 373-391, 2015, doi: 10.1108/IJQSS-01-2015-0013.
C. Rygielski, J.-C. Wang, and D. C. Yen, “Data mining techniques for customer relationship management,” in Technology in Society, Vol. 24, No. 4, November 2002, pp. 483-502, 2002, doi: 10.1016/S0160-791X(02)00038-6.
F. Guo and Q. Huilin, “Data Mining Techniques for Customer Relationship Management,” in Journal of Physics: Conference Series, 910(1):012021, 2017, doi: 10.1088/1742-6596/910/1/012021.
E. Gummesson, “Customer centricity: reality or a wild goose chase?,” in European Business Review, Vol. 20, No. 4, 2008, pp. 315-330, doi 10.1108/09555340810886594.
W. Kamakura, C. F. Mela, A. Ansari, A. Bodapati, P. Fader, R. Iyengar, P. Naik, S. Neslin, B. Sun, P. C. Verhoef, M. Wedel, and R. Wilcox, “Choice Models and Customer Relationship Management,” in Marketing Letters, December 2005, Vol. 16, Issue 3–4, pp. 279-291, 2005, doi: 10.1007/s11002-005-5892-2.
J. Lies, “Digital marketing: Incompatibilities between performance marketing and marketing creativity,” in Journal of Digital & Social Media Marketing, Vol. 8, No. 4, pp. 376-386, 2021.
B. Hultén, “Sensory marketing: the multi‐sensory brand‐experience concept,” in European Business Review, Vol. 23, Issue: 3, pp. 256-273, 2011, doi: 10.1108/09555341111130245.
S. Gensler, F. Völckner, Y. Liu-Thompkins, and C. Wiertz, “Managing Brands in the Social Media Environment,“ in Journal of Interactive Marketing, Vol. 27, Issue 4, pp. 242-256, 2013, doi: 10.1016/j.intmar.2013.09.004.
B. Larivière, H. Joosten, E.C. Malthouse, M. v. Birgelen, P. Aksoy, W.H. Kunz, and M.-H. Huang, “Value fusion: The blending of consumer and firm value in the distinct context of mobile technologies and social media,” in Journal of Service Management, Vol. 24, Issue: 3, pp. 268-293, 2013, doi: 10.1108/09564231311326996.
J. Rowley, “Understanding digital content marketing,” in Journal of Marketing Management, Vol. 24, No. 5-6, pp. 517-540, 2008, doi: 10.1362/026725708X325977.
L. de Chernatony and S. Cottam, “Interactions between organisational cultures and corporate brands,” in Journal of Product & Brand Management, 17/1, pp. 13–24, 2008, doi: 10.1108/10610420810856477.
A. García-Crespo, R. Colomo-Palacios, J.M. Gómez-Berbís, and F. Paniagua Martín, “Customer Relationship Management in Social and Semantic Web Environments,” in International Journal of Customer Relationship Marketing and Management, Vol. 1, No. 2, pp. 1-10, 2010, doi: 10.4018/jcrmm.2010040101.
U. Arsenijevic and M. Jovic, “Artificial Intelligence Marketing: Chatbots,” in International Conference on Artificial Intelligence: Applications and Innovations (IC-AIAI), Belgrade, Serbia, pp. 19-22, 2019, doi: 10.1109/ICAIAI48757.2019.00010.
S. Tuzovic and S. Paluch, “Conversational Commerce – A new area for Service Business Development,” in: Service Business Development: Strategien – Innovationen – Geschäftsmodelle; M. Bruhn and K. Hadwich, K. (Ed.s.), Forum Dienstleistungsmanagement, Band 1, SpringerGabler, 2018, Wiesbaden, pp. 81-100, doi: 10.1007/978-3-658-22426-4.
V. Wanick, A. Ranchhod, and C. Gurau, “Digital Interactions and Brand Experience Design: a future perspective, in Design Management Academy Conference 2017: Research Perspectives on Creative Intersections, Hong Kong, China, 07-09 Jun 2017., pp. 1263-1281, 2017, doi: 10.21606/dma.2017.129.
N. Piyush, T. Choudhury, and P. Kumar, “Conversational Commerce a New Era of E-Business,” in Proceedings of the SMART - 2016, IEEE Conference ID: 39669 5th International Conference on System Modeling & Advancement in Research Trends, 25th-27th November, 2016, College of Computing Sciences & Information Technology, Teerthanker Mahaveer University, Moradabad, India, pp. 322-327, doi: 10.1109/SYSMART.2016.7894543.
S. Fan, R. Y.K. Lau, and J. L. Zhao, “Demystifying Big Data Analytics for Business Intelligence Through the Lens of Marketing Mix,” in Big Data Research, 2 (2015), pp. 28–32, 2015, doi: 10.1016/j.bdr.2015.02.006.
Y.B.B. Öztaş, “The Increasing Importance of Mobile Marketing in the Light of the Improvement of Mobile Phones, Confronted Problems Encountered in Practice, Solution Offers and Expectations,” in World Conference on Technology, Innovation and Entrepreneurship, Procedia - Social and Behavioral Sciences, 195, pp. 1066-1073, 2015, doi: 10.1016/j.sbspro.2015.06.150.
S. Banerjee and R.R. Dholakia, “Mobile Advertising: Does Location Based Advertising Work?,” in International Journal of mobile Marketing, December 2008, Vol. 3, No. 2, pp. 68–74, 2008.
M. Cavallone, F. Magno, and A. Zucchi, “Improving service quality in healthcare organisations through geomarketing statistical tools”, in The TQM Journal, Vol. 29 No. 5, pp. 690-704, 2017, doi: 10.1108/TQM-12-2016-0104
G. Cliquet, “Spatial Marketing”, in Geomarketing – Methods and Strategies in Spatial Marketing, G. Cliquet (ed.), Geographical Information Systems Series, Iste, 2006, London.
E. Ahmed, I. Yaqoob, I. A. T. Hashem, J. Shuja, M. Imran, N. Guizani, and S. T. Bakhsh, “Recent Advances and Challenges in Mobile Big Data,” in IEEE Communications Magazine, Vol. 56, No. 2, pp. 102-108, Feb. 2018, doi: 10.1109/MCOM.2018.1700294.
K. N. Lemon, „Die Kunst zum richtigen Zeitpunkt attraktive Kundenerlebnisse zu gestalten: Marketingfähigkeiten für die digitale Welt,“ in GfK Marketing Intelligence Review, Vol. 8, No. 2 (November), pp. 44-49, 2016.
A. L. Metcalf, J. W. Angle, C. N. Phelan, B. A. Muth, and J. C. Finley, “More “Bank” for the Buck: Microtargeting and Normative Appeals to Increase Social Marketing Efficiency,” in Social Marketing Quarterly 2019, Vol. 25, No. 1, pp. 26-39, doi: 10.1177/1524500418818063.
S. Quinton, “The community brand paradigm: A response to brand management’s dilemma in the digital era,” in Journal of Marketing Management, May 2013, Vol. 29, No. 7-9, pp. 912-932, 2013, DOI: 10.1080/0267257X.2012.729072.
L. Bennington, J. Cummane, and P. Conn, “Customer satisfaction and call centers: an Australian study,” in International Journal of Service Industry Management, Vol. 11, No. 2, pp. 162-173, 2000, doi: 10.1108/09564230010323723.
M. J. Bitner, “Service and technology: opportunities and paradoxes,” in Managing Service Quality: An International Journal, Vol. 11, No. 6, pp. 375-379, 2001.
A. Durrande‐Moreau, “Waiting for service: ten years of empirical research,” in International Journal of Service Industry Management, Vol. 10, No. 2, pp. 171-194, 1999. doi: 10.1108/09564239910264334.
S. Vandermerwe and J. Rada, “Servitization of business: Adding value by adding services,” in European Management Journal, Vol. 6, Issue 4, Winter, pp. 314-324, 1988.
M. Howard and C. Worboys, “Self‐service – a contradiction in terms or customer‐led choice?,” in Journal of Consumer Behaviour, Vol. 2, Issue 4, pp. 382-392, 2006, doi: 10.1002/cb.115.
S. Urionabarrenetxea, J.D. Garcia-Merino, L. San-Jose, and J. L. Retolaza, “Living with zombie companies: Do we know where the threat lies?,” in European Management Journal, Volume 36, Issue 3, pp. 408-420, 2018, DOI: 10.1016/j.emj.2017.05.005.
T. Tajti, “Unprotected Consumers in the Digital Age: The ConsumerCreditors in Bankrupt, Abandoned, Defunct and of Zombie Companies,” in Tilburg Law Review, Vol. 24, No. 1, pp. 3-26, 2019, doi: 10.5334/tilr.139.
R. Feinberg and R. Kadam, “E‐CRM Web service attributes as determinants of customer satisfaction with retail Web sites,” in International Journal of Service Industry Management, Vol. 13, No. 5, pp. 432-451, 2002, doi: 10.1108/09564230210447922.
P.S.H. Leeflang, P. C. Verhoef, P. Dahlström, and T. Freundt, “Challenges and solutions for marketing in a digital era,” in European Management Journal, Vol. 32, Issue 1, pp. 1–12, 2014, doi: 10.1016/j.emj.2013.12.001.
M.J. Reinders, P.A. Dabholkar, and R.T. Frambach, “Consequences of Forcing Consumers to Use Technology-Based Self-Service,” in Journal of Service Research, Vol. 11, No. 2, November, pp. 107-123, 2008, doi: 10.1177/1094670508324297.
C. Wood, “Marketing automation: Lessons learnt so far …,” in: Journal of Direct, Data and Digital Marketing Practice, Vol. 16, No. 4, pp. 251-254, 2015, doi: 10.1057/dddmp.2015.31.
M. Blut, C. Wang, and K. Schoefer, “Factors Influencing the Acceptance of Self-Service Technologies: A Meta-Analysis,” in Journal of Service Research, Vol. 19, No. 4, pp. 396-416, 2016, doi: 10.1177/1094670516662352.
S. Boon-itt, “Managing self-service technology service quality to enhance e-satisfaction,” in International Journal of Quality and Service Sciences, Vol. 7, No. 4, pp. 373-391, 2015, doi: 10.1108/IJQSS-01-2015-0013.
M.M. Helms and D.T. Mayo, “Assessing poor quality service: perceptions of customer service representative,” in Managing Service Quality: An International Journal, Vol. 18, No. 6, pp. 610-622, 2008, doi: 10.1108/09604520810920095.
S. Fournier and J. Avery, “The uninvited brand,” in Business Horizons, Vol. 54, Issue 3, pp. 193-207, 2011, doi: 10.1016/j.bushor.2011.01.001.
F. Rejón-Guardia and F.J. Martínez-López, “Online Advertising Intrusiveness and Consumers’ Avoidance Behaviors,” in Handbook of Strategic e-Business Management, F.J. Martínez-López (Ed.), Springer, Berlin/Heidelberg, pp. 565-586, doi: 10.1007/978-3-642-39747-9_23.
A. Goldfarb and C. Tucker, “Online Display Advertising: Targeting and Obtrusiveness,” in Marketing Science, Vol. 30, Issue 3, May-June 2011, pp. 389-564, 2010, doi: 10.1287/mksc.1100.0583.
R.S. Moore, M.L. Moore, K. Shanahan, A. Horky, and B. Mack, “Creepy Marketing: Three dimensions of perceived excessive online privacy violation,” in Marketing Management Journal, Spring 2015, Vol. 25, Issue 1, pp. 42-53, 2015.
K.T. Smith, “Digital marketing strategies that Millennials find appealing, motivating, or just annoying,” in Journal of Strategic Marketing, Vol. 19, No.:6, pp. 489-499, 2011, doi: 10.1080/0965254X.2011.581383.
B.W. Wojdynski, “Native advertising: Engagement, deception, and implications for theory,” in The New Advertising: Branding, Content and Consumer Relationships in a Data-Driven Social Media Era, R.E. Brown, V.K. Jones, and M. Wang (Ed.s.), Santa Barbara, CA: Praeger/ABC Clio, pp. 203-236, 2016.
J. Lies, “Marketing Intelligence and Big Data: Digital Marketing Techniques on their Way to Becoming Social Engineering Techniques in Marketing” in International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 5, No. 5, pp. 134-144, 2019, doi: 10.9781/ijimai.2019.05.002.
K.V. Rønn and S. Obelitz Søe, “Is social media intelligence private? Privacy in public and the nature of social media intelligence,” in Intelligence and Security, Vol. 34, No. 3, pp. 362-378, 2019, doi: 10.1080/02684527.2019.1553701.
A. Boukis, “Exploring the implications of blockchain technology for brand–consumer relationships: a future research agenda,” in Journal of Product and Brand Management, Vol. 29 No. 3, pp. 307-320, 2019, doi: 10.1108/JPBM-03-2018-1780.
L. Wu, F. Morstatter, K.M. Carley, and H. Liu, “Misinformation in Social Media: Definition, Manipulation, and Detection,” in ACM SIGKDD Explorations Newsletter, vol. 21, no. 2, November 2019, pp. 80-90, 2019, doi: 10.1145/3373464.3373475.
S. Zannettou, M. Sirivianos, J. Blackburn, and N. Kourtellis, “The Web of False Information: Rumors, Fake News, Hoaxes, Clickbait, and Various Other Shenanigans,” in ACM Journal of Data and Information Quality, Vol. 11, No. 3, Article 10, pp. 10.1-10.37, 2019, doi: 10.1145/3309699.
Z.F. Chen and Y. Cheng, “Consumer response to fake news about brands on social media: the effects of self-efficacy, media trust, and persuasion knowledge on brand trust,” in Journal of Product and Brand Management, Vol. 29, No. 2, pp. 188-198, 2019, doi: 10.1108/JPBM-12-2018-2145.
M. Fernandez and A. Bellogin, “Recommender Systems and Misinformation: The Problem or the Solution?,” in OHARS Workshop. 14th ACM Conference on Recommender Systems, pp. 22-26, Sep 2020, [Online].
A. Fayazi, K. Lee, J. Caverlee, and A. Squicciarini, “Uncovering Crowdsourced Manipulation of Online Reviews,” in Development in Information, August 2015, pp. 233–242, 2015, doi: 10.1145/2766462.2767742.
M. Luca and G. Zervas, “Fake it till you make it: reputation, competition, and Yelp review fraud,” in Management Science, Vol. 62, No.12, pp. 3412- 3427, 2016, doi: 10.1287/mnsc.2015.2304.
M. Zhuang, G. Cui, and L. Peng, “Manufactured opinions: The effect of manipulating online product reviews,” in Journal of Business Research, Vol. 87, pp. 24-35, 2018, doi: 10.1016/j.jbusres.2018.02.016.
J. Bobadilla, R-Lara-Cabrera, Á. González-Prieto, and F. Ortega, “DeepFair: Deep Learning for Improving Fairness in Recommender Systems,” International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 6, Nº6, pp. 86-94, 2020, doi 10.9781/ijimai.2020.11.001.
J. Song, S. Lee, and J. Kim, “CrowdTarget: Target-based Detection of Crowdturfing in Online Social Networks,” in Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security (CCS ‘15). Association for Computing Machinery, New York, NY, USA, pp. 793–804, doi: 10.1145/2810103.2813661.
K. Lee, P. Tamilarasan, and J. Caverlee, “Crowdturfers, Campaigns, and Social Media:Tracking and Revealing Crowdsourced Manipulation of Social Media,” in Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media, Vol. 7, No. 1, pp. 331-340, 2013, available: https://ojs.aaai.org/index.php/ICWSM/article/view/14384
P. Berthon, E. Treen, and L. Pitt, “How Truthiness, Fake News and PostFact Endanger Brands and What to Do About It,” in NIM Marketing Intelligence Review, Vol. 10, No. 1, pp. 19-23, 2018, doi: 10.2478/gfkmir-2018-0003.
A. Rao, “Deceptive Claims using Fake News Marketing: The Impact on Consumers”, 2018, doi: 10.2139/ssrn.3248770.
M. Anshari, M.N. Almunawar, S.A. Lim, and A. Al-Mudimigh, “Customer relationship management and big data enabled: Personalization and customization of services,” in Applied Computing and Informatics, Vol. 15, Issue 2, July 2019, pp. 94-101, 2018, doi: 10.1016/j.aci.2018.05.004.
B. Biegel, “The current view and outlook for the future of marketing automation,” in Journal of Direct, Data and Digital Marketing Practice, 10, pp. 201-213, 2009, doi: 10.1057/dddmp.2008.37.
I. Heimbach, D.S. Kostyra, and O. Hinz, “Marketing Automation,” in Business and Information Systems Engineering, Vol. 57, No. 2, pp. 129–133, 2015, doi: 10.1007/s12599-015-0370-8.
G.W. Head, “What does automation mean to the Marketing man?,” in European Journal of Marketing, Vol. 24, No. 4, pp. 35-37, 1960.
K.T. Smith, “Digital marketing strategies that Millennials find appealing, motivating, or just annoying,” in Journal of Strategic Marketing, Vol. 19, No.:6, pp. 489-499, 2011, doi: 10.1080/0965254X.2011.581383.
A. Bagshaw, “Opinion Piece What is marketing automation?,” in Journal of Direct, Data and Digital Marketing Practice, 17, pp. 84–85, 2015, doi: 10.1057/dddmp.2015.46.
R. Kalka and A. Krämer, „Dynamic Pricing: Verspielt Amazon das Vertrauen seiner Kunden?,“ in Absatzwirtschaft, 16.02.2016, [Online] Available: http://www.absatzwirtschaft.de/dynamic-pricing-verspieltamazon-das-vertrauen-seiner-kunden-75271/
J. Järvinen and H. Karjaluoto, “The use of Web analytics for digital marketing performance measurement,“ in Industrial Marketing Management, Vol. 50, pp. 117-127, 2015, doi: 10.1016/j.indmarman.2015.04.009.
D.M. Hanssens and K. H. Pauwels, “Demonstrating the value of Marketing” in Journal of Marketing, Vol. 80, No. 6, pp. 173-190, 2016, doi: 10.1509/jm.15.0417.
S. Chiu and T. Domingo, “Data Mining and Market Intelligence for Optimal Marketing Returns”, Butterworth-Heineman/Elsevier, Oxford/Burlington, 2008.
J. Järvinen , “The Use of Digital Analytics for Measuring and Optimizing Digital Marketing Performance,” Jyväskylä University School of Business and Economics, University Library of Jyväskylä, 2016, [Online]. Available: https://jyx.jyu.fi/bitstream/handle/123456789/51512/978-951-39-6777-2_vaitos21102016.pdf?sequence=1
M. Jeffery, “Data-Driven Marketing: The 15 Metrics Everyone in Marketing Should Know,” Wiley and Sons, Hoboken, 2010.
E. Lammenett, „Praxiswissen Online-Marketing, Affiliate-und E-Mail-Marketing, Suchmaschinen-Marketing, Online-Werbung, Social Media, Online-PR“, SpringerGabler, Wiesbaden, 2015.
R. Dewell, “The dawn of Lean marketing,” in Journal of Digital Asset Management, Vol. 3, No. 1, pp. 23-28, 2007, doi: 10.1057/palgrave.dam.3650054.
A. Amado, P. Cortez, P. Rita, and S. Moro, “Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis,” in European Research on Management and Business Economics, Vol. 24, Issue 1, January–April 2018, pp. 1-7, 2018, doi: 10.1016/j.iedeen.2017.06.002.
N. Blackburn, V. Hooper, R. Abratt, and J. Brown, “Stakeholder engagement in corporate reporting: towards building a strong reputation,” in Marketing Intelligence and Planning, Vol. 36, No. 4, pp. 484-497, 2018, doi: 10.1108/MIP-10-2017-0236.
D.L. Hoffman and M. Fodor, „Can you measure the ROI of your social media marketing?,” in MITSloan Management Review, Fall 2010, Vol 52, No. 1, pp. 41-49, 2012.
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