Media Multiplexing Behavior: Implications for Targeting and Media Planning
Chen Lin, Sriram Venkataraman, Sandy D. Jap
Marketing Science
- 주제소비자 선택모형 · 의사결정분석
There is a growing trend among consumers to serially consume small, incomplete “chunks” of multiple media types—television, radio, Internet, and print—within a short time period. We refer to this behavior as media multiplexing and note that key challenges for integrated marketing communications media planners are (1) predicting which media or combination of media their target audience is likely to consume at any given time and (2) understanding potential substitutions and complementarities in their joint consumption. We propose a forecasting model that incorporates media-multiplexing behavior of both traditional and new media, their interdependencies, and consumer heterogeneity, and we calibrate the model using a rich database of individual-specific media activity diaries. The results suggest that accounting for media synergies within a single utility specification significantly improves model forecasts. We also introduce a utility function that directly models cross-channel media complementarities via interactive effects of the satiation parameters of own and joint consumption of various media types. Finally, our individual-level analyses generate unique insights on consumer-level media switching, multiplexing, and individual heterogeneity often ignored in aggregate data.
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- 저널Marketing Science · 32(2) · 310–324
- 토픽Consumer Market Behavior and Pricing · Marketing
- DOI10.1287/mksc.1120.0759
- 저자Chen Lin, Sriram Venkataraman, Sandy D. Jap