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Special Section: Big Data in Advertising — Editorial

Opportunities for and Pitfalls of Using Big Data in Advertising Research

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Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (26)

Huw O’Connor, Scott Koslow & Mark Kilgour. (2023) Absorbing External Information: How Team-Level Cohesion and Friction Influence the Formulation of Creative Advertising. Journal of Advertising 52:3, pages 330-348.
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Joseph T. Yun & Joanna Strycharz. (2023) Building the Future of Digital Advertising One Block at a Time: How Blockchain Technology Can Change Advertising Practice and Research. Journal of Current Issues & Research in Advertising 44:1, pages 24-37.
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Sophie C. Boerman & Edith G. Smit. (2023) Advertising and privacy: an overview of past research and a research agenda. International Journal of Advertising 42:1, pages 60-68.
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Vaibhav Shwetangbhai Diwanji, Jaejin Lee & Juliann Cortese. (2022) Deconstructing the role of artificial intelligence in programmatic advertising: at the intersection of automation and transparency. Journal of Strategic Marketing 0:0, pages 1-18.
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Marla Royne Stafford & Charles R. Taylor. (2022) Analyzing the Impact of the Leading Articles in the Journal of Advertising from Its First 50 Years: An Integrative Framework. Journal of Advertising 51:5, pages 624-642.
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Patrick De Pelsmacker. (2021) What is wrong with advertising research and how can we fix it?. International Journal of Advertising 40:5, pages 835-848.
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Charles R. Taylor & Les Carlson. (2021) The future of advertising research: new directions and research needs. Journal of Marketing Theory and Practice 29:1, pages 51-62.
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Harsha Gangadharbatla. (2021) Covid-19 and Advertising: The Case for a Paradigm Shift. Journal of Current Issues & Research in Advertising 42:1, pages 1-18.
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Jisu Huh & Edward C. Malthouse. (2020) Advancing Computational Advertising: Conceptualization of the Field and Future Directions. Journal of Advertising 49:4, pages 367-376.
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Joseph T. Yun, Claire M. Segijn, Stewart Pearson, Edward C. Malthouse, Joseph A. Konstan & Venkatesh Shankar. (2020) Challenges and Future Directions of Computational Advertising Measurement Systems. Journal of Advertising 49:4, pages 446-458.
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Theo Araujo, Jonathan R. Copulsky, Jameson L. Hayes, Su Jung Kim & Jaideep Srivastava. (2020) From Purchasing Exposure to Fostering Engagement: Brand–Consumer Experiences in the Emerging Computational Advertising Landscape. Journal of Advertising 49:4, pages 428-445.
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Joseph T. Yun, Brittany R. L. Duff, Patrick T. Vargas, Hari Sundaram & Itai Himelboim. (2020) Computationally Analyzing Social Media Text for Topics: A Primer for Advertising Researchers. Journal of Interactive Advertising 20:1, pages 47-59.
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Keith A. Quesenberry & Michael K. Coolsen. (2019) What Makes Facebook Brand Posts Engaging? A Content Analysis of Facebook Brand Post Text That Increases Shares, Likes, and Comments to Influence Organic Viral Reach. Journal of Current Issues & Research in Advertising 40:3, pages 229-244.
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Shasha Deng, Chee-Wee Tan, Weijun Wang & Yu Pan. (2019) Smart Generation System of Personalized Advertising Copy and Its Application to Advertising Practice and Research. Journal of Advertising 48:4, pages 356-365.
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Yang Feng, Huan Chen & Li He. (2019) Consumer Responses to Femvertising: A Data-Mining Case of Dove’s “Campaign for Real Beauty” on YouTube. Journal of Advertising 48:3, pages 292-301.
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Hilde A.M. Voorveld. (2019) Brand Communication in Social Media: A Research Agenda. Journal of Advertising 48:1, pages 14-26.
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Karolien Poels & Siegfried Dewitte. (2019) The Role of Emotions in Advertising: A Call to Action. Journal of Advertising 48:1, pages 81-90.
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Yuping Liu-Thompkins. (2019) A Decade of Online Advertising Research: What We Learned and What We Need to Know. Journal of Advertising 48:1, pages 1-13.
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Ginger Rosenkrans & Keli Myers. (2018) Optimizing Location-Based Mobile Advertising Using Predictive Analytics. Journal of Interactive Advertising 18:1, pages 43-54.
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Xia Liu & Alvin C. Burns. (2018) Designing a Marketing Analytics Course for the Digital Age. Marketing Education Review 28:1, pages 28-40.
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Nisreen Ameen, Sameer Hosany & Justin Paul. (2022) The personalisation-privacy paradox: Consumer interaction with smart technologies and shopping mall loyalty. Computers in Human Behavior 126, pages 106976.
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Anthony Samuel, Gareth R.T. White, Robert Thomas & Paul Jones. (2021) Programmatic advertising: An exegesis of consumer concerns. Computers in Human Behavior 116, pages 106657.
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Agnieszka Smalec. (2021) Big Data as a tool helpful in communication management. Procedia Computer Science 192, pages 5156-5165.
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Nathaniel D. Line, Tarik Dogru, Dahlia El-Manstrly, Alex Buoye, Ed Malthouse & Jay Kandampully. (2020) Control, use and ownership of big data: A reciprocal view of customer big data value in the hospitality and tourism industry. Tourism Management 80, pages 104106.
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Shintaro Okazaki, Kirk Plangger, Douglas West & Héctor D. Menéndez. (2020) Exploring digital corporate social responsibility communications on Twitter. Journal of Business Research 117, pages 675-682.
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Tahiru Azaaviele Liedong, Tazeeb Rajwani & Thomas C. Lawton. (2020) Information and nonmarket strategy: Conceptualizing the interrelationship between big data and corporate political activity. Technological Forecasting and Social Change 157, pages 120039.
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Xia Liu. (2020) Analyzing the impact of user-generated content on B2B Firms' stock performance: Big data analysis with machine learning methods. Industrial Marketing Management 86, pages 30-39.
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Jenna Jacobson, Anatoliy Gruzd & Ángel Hernández-García. (2020) Social media marketing: Who is watching the watchers?. Journal of Retailing and Consumer Services 53, pages 101774.
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Keith A. Quesenberry & Michael K. Coolsen. (2019) Drama Goes Viral: Effects of Story Development on Shares and Views of Online Advertising Videos. Journal of Interactive Marketing 48, pages 1-16.
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Edward C. Malthouse, Alexander Buoye, Nathaniel Line, Dahlia El-Manstrly, Tarik Dogru & Jay Kandampully. (2019) Beyond reciprocal: the role of platforms in diffusing data value across multiple stakeholders. Journal of Service Management 30:4, pages 507-518.
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Xia Liu. (2019) A big data approach to examining social bots on Twitter. Journal of Services Marketing 33:4, pages 369-379.
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HarshmitKaur Saluja, Vinod Kumar Yadav & K.M. Mohapatra. (2019) Use of Big-Data Analytics with the Interactive Advertisement for Product/Service Representation towards its Customers. INTERNATIONAL JOURNAL OF ADVANCED PRODUCTION AND INDUSTRIAL ENGINEERING 4:2.
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Shaohua Lian, Tingting Cha & Yunjie Xu. (2019) Enhancing geotargeting with temporal targeting, behavioral targeting and promotion for comprehensive contextual targeting. Decision Support Systems 117, pages 28-37.
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Niladri Syam & Arun Sharma. (2018) Waiting for a sales renaissance in the fourth industrial revolution: Machine learning and artificial intelligence in sales research and practice. Industrial Marketing Management 69, pages 135-146.
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Mark Camilleri. (2019) The Use of Data-Driven Technologies for Customer-Centric Marketing. SSRN Electronic Journal.
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