References
- Ad Age. 2020. “Global Advertising Forecast to Set a New Record in 2021: Five Key Takeaways from Ad Age Marketing Factpack 2021.” December 21, 2020, https://adage.com/article/datacenter/global-advertising-forecast-set-new-record-2021/2302256.
- Ahrens, Jan, and James R. Coyle. 2011. “A Content Analysis of Registration Processes on Websites: How Advertisers Gather Information to Customize Marketing Communications.” Journal of Interactive Advertising 11 (2):12–26. doi:https://doi.org/10.1080/15252019.2011.10722181
- Allard, Thomas, Lea Dunn, and Katherine White. 2020. “Negative Reviews, Positive Impact: Consumer Empathetic Responding to Unfair Word of Mouth.” Journal of Marketing 84 (4):86–108. doi:https://doi.org/10.1177/0022242920924389
- Andrews, Michelle, Xueming Luo, Zheng Fang, and Anindya Ghose. 2016. “Mobile Ad Effectiveness: Hyper-Contextual Targeting with Crowdedness.” Marketing Science 35 (2):218–33. doi:https://doi.org/10.1287/mksc.2015.0905
- Bart, Yakov, Andrew T. Stephen, and Miklos Sarvary. 2014. “Which Products Are Best Suited to Mobile Advertising? A Field Study of Mobile Display Advertising Effects on Consumer Attitudes and Intentions.” Journal of Marketing Research 51 (3):270–85. doi:https://doi.org/10.1509/jmr.13.0503
- Bernritter, Stefan, Shintaro Okazaki, and Douglas West. 2021. “Call for Papers: Mobile Technology and Advertising.” Journal of Advertising.
- Browne, Glenn, Mitzi Pitts, and James Wetherbe. 2007. “Cognitive Stopping Rules for Terminating Information Search in Online Tasks.” MIS Quarterly 31 (1):89–104.
- Chang, Chingching. 2017. “Methodological Issues in Advertising Research: Current Status, Shifts, and Trends.” Journal of Advertising 46 (1):2–20. doi:https://doi.org/10.1080/00913367.2016.1274924
- Davidkhanian, Suzy. 2021. “US E-Commerce Forecast 2021.” Insider Intelligence, July 2021, https://store.businessinsider.com/products/us-ecommerce-forecast-2021.
- de Haan, Evert, P. K. Kannan, Peter Verhoef, and Thorsten Wiesel. 2018. “Device Switching in Online Purchasing: Examining the Strategic Contingencies.” Journal of Marketing 82 (5):1–349. doi:https://doi.org/10.1509/jm.17.0113
- De Keyzer, Freya, Nathalie Dens, and Patrick De Pelsmacker. 2022. “How and When Personalized Advertising Leads to Brand Attitude, Click, and WOM Intention.” Journal of Advertising 51 (1):39–56. doi:https://doi.org/10.1080/00913367.2021.1888339
- eMarketer. 2018. “Mobile Ad Spending to Surpass TV in 2018.” April 19, 2018. https://www.emarketer.com/content/mobile-advertising-is-expected-to-surpass-tv-ad-Spending.
- Ford, John B. 2017. “What Do We Know about Mobile Media and Marketing?” Journal of Advertising Research 57 (3):237–8. doi:https://doi.org/10.2501/JAR-2017-032
- Ghose, Anindya, Avi Goldfarb, and Sang Pil Han. 2013. “How Is the Mobile Internet Different? Search Costs and Local Activities.” Information Systems Research 24 (3):613–31. doi:https://doi.org/10.1287/isre.1120.0453
- Grewal, Lauren, and Andrew T. Stephen. 2019. “In Mobile We Trust: The Effects of Mobile versus Nonmobile Reviews on Consumer Purchase Intentions.” Journal of Marketing Research 56 (5):791–808. doi:https://doi.org/10.1177/0022243719834514
- Huang, Qing, Bingjia Shao, Xiaoling Li, Tao He, Juanyi (Sunny) Liu, and Xinjian Li. 2021. “The Challenge of a Prominent Position: Decomposing Shopping Goals in Sponsored Search Advertising.” Journal of Advertising. doi:https://doi.org/10.1080/00913367.2021.1961646
- Kannan, P. K., and Hongshuang (Alice) Li. 2017. “Digital Marketing: A Framework, Review and Research Agenda.” International Journal of Research in Marketing 34 (1):22–45. doi:https://doi.org/10.1016/j.ijresmar.2016.11.006
- Kukar-Kinney, Monika, Angeline Close Scheinbaum, Olanrewaju Orimoloye, Jeffrey Carlson, and Heping He. 2022. “A Model of Online Shopping Cart Abandonment: Evidence from e-Tail Click-Stream Data.” Journal of the Academy of Marketing Science, in press. doi:https://doi.org/10.1007/s11747-022-00857-8
- Li, Chenxi, Xueming Luo, Cheng Zhang, and Xiaoyi Wang. 2017. “Sunny, Rainy, and Cloudy with a Chance of Mobile Promotion Effectiveness.” Marketing Science 36 (5):762–79. doi:https://doi.org/10.1287/mksc.2017.1044
- Liu, Zhen, Shao-hui Lei, Yulang Guo, and Zhi-an Zhou. 2020. “The Interaction Effect of Online Review Language Style and Product Type on Consumers’ Purchase Intentions.” Palgrave Communications 6 (1):11. doi:https://doi.org/10.1057/s41599-020-0387-6
- Liu-Thompkins, Yuping. 2019. “A Decade of Online Advertising Research: What We Learned and What We Need to Know.” Journal of Advertising 48 (1):1–13. doi:https://doi.org/10.1080/00913367.2018.1556138
- Lu, Chongyu, and Rex Yuxing Du. 2020. “Click-through Behavior across Devices in Paid Search Advertising.” Journal of Advertising Research 60 (4):394–406. doi:https://doi.org/10.2501/JAR-2020-004
- Luo, Xueming, Michelle Andrews, Zheng Fang, and Chee Phang. 2014. “Mobile Targeting.” Management Science 60 (7):1738–56. doi:https://doi.org/10.1287/mnsc.2013.1836
- Marz, Armin, Sebastian Schubach, and Jan H. Schumann. 2017. ““Why Would I Read a Mobile Review?” Device Compatibility Perceptions and Effects on Perceived Helpfulness.” Psychology & Marketing 34 (2):119–37. doi:https://doi.org/10.1002/mar.20979
- Maslowska, Ewa, Edward C. Malthouse, and Stefan F. Bernritter. 2017. “Too Good to Be True: The Role of Online Reviews’ Features in Probability to Buy.” International Journal of Advertising 36 (1):142–63. doi:https://doi.org/10.1080/02650487.2016.1195622
- Melumad, Shiri, J. Jeffrey Inman, and Michel Tuan Pham. 2019. “Selectively Emotional: How Smartphone Use Changes User-Generated Content.” Journal of Marketing Research 56 (2):259–75. doi:https://doi.org/10.1177/0022243718815429
- Okazaki, Shintaro, Akihiro Katsukura, and Mamoru Nishiyama. 2007. “How Mobile Advertising Works: The Role of Trust in Improving Attitudes and Recall.” Journal of Advertising Research 47 (2):165–78. doi:https://doi.org/10.2501/S0021849907070195
- Okazaki, Shintaro, Hairong Li, and Morikazu Hirose. 2009. “A Study of Mobile Advertising in Japan.” Journal of Advertising 38 (4):63–77. doi:https://doi.org/10.2753/JOA0091-3367380405
- Perrin, Nicole. 2020. “US Mobile Ad Spend in 2019 Was Lower than Previously Estimated.” eMarketer, March 31. https://www.emarketer.com/content/us-mobile-ad-spend-in-2019-was-lower-than-previously-estimated.
- Ransbotham, Sam, Nicholas H. Lurie, and Hongju Liu. 2019. “Creation and Consumption of Mobile Word of Mouth: How Are Mobile Reviews Different?” Marketing Science 38 (5):773–92. doi:https://doi.org/10.1287/mksc.2018.1115
- Taneja, Harsh. 2020. “The Myth of Targeting Small, but Loyal Niche Audiences: Double-Jeopardy Effects in Digital-Media Consumption.” Journal of Advertising Research 60 (3):239–25. doi:https://doi.org/10.2501/JAR-2019-037
- Williams, Robert. 2021. “Cross-Platform Measurement Is Ready: NBC Universal’s Kelly Abcarian.” December 22, 2021. https://www.beet.tv/2021/12/cross-platform-measurement-is-ready-nbcuniversals-kelly-abcarian.html.
- Xu, Kaiquan, Jason Chan, Anindya Ghose, and Sang Pil Han. 2017. “Battle of the Channels: The Impact of Tablets on Digital Commerce.” Management Science 63 (5):1469–92. doi:https://doi.org/10.1287/mnsc.2015.2406