25,024 research outputs found

    The power of like 2: how social marketing works

    Get PDF
    The Power of Like 2: How Social Marketing Works is the second research report in a series examining the ways in which brands can quantify the paid and earned effects of their social marketing programs on Facebook and optimize their efforts. The analysis leverages data and insights from the comScore Social Essentialsâ„¢ and comScore AdEffxâ„¢ products. By understanding the core elements of maximizing reach on Facebook – Fan Reach, Engagement, and Amplification – brands can benchmark their performance against other brands and devise strategies to improve on these dimensions and deliver measurable social marketing ROI. The report includes original analysis demonstrating ways in which exposure to earned and paid media on Facebook drives behavioral lifts in purchase behavior. &nbsp

    Inefficiencies in Digital Advertising Markets

    Get PDF
    Digital advertising markets are growing and attracting increased scrutiny. This article explores four market inefficiencies that remain poorly understood: ad effect measurement, frictions between and within advertising channel members, ad blocking, and ad fraud. Although these topics are not unique to digital advertising, each manifests in unique ways in markets for digital ads. The authors identify relevant findings in the academic literature, recent developments in practice, and promising topics for future research

    Designing and Deploying Online Field Experiments

    Full text link
    Online experiments are widely used to compare specific design alternatives, but they can also be used to produce generalizable knowledge and inform strategic decision making. Doing so often requires sophisticated experimental designs, iterative refinement, and careful logging and analysis. Few tools exist that support these needs. We thus introduce a language for online field experiments called PlanOut. PlanOut separates experimental design from application code, allowing the experimenter to concisely describe experimental designs, whether common "A/B tests" and factorial designs, or more complex designs involving conditional logic or multiple experimental units. These latter designs are often useful for understanding causal mechanisms involved in user behaviors. We demonstrate how experiments from the literature can be implemented in PlanOut, and describe two large field experiments conducted on Facebook with PlanOut. For common scenarios in which experiments are run iteratively and in parallel, we introduce a namespaced management system that encourages sound experimental practice.Comment: Proceedings of the 23rd international conference on World wide web, 283-29

    Vortex of the Web. Potentials of the online environment

    Get PDF
    This volume compiles international contributions that explore the potential risks and chances coming along with the wide-scale migration of society into digital space. Suggesting a shift of paradigm from Spiral of Silence to Nexus of Noise, the opening chapter provides an overview on systematic approaches and mechanisms of manipulation – ranging from populist political players to Cambridge Analytica. After a discussion of the the juxtaposition effects of social media use on social environments, the efficient instrumentalization of Twitter by Turkish politicans in the course of the US-decision to recognize Jerusalem as Israel’s capital is being analyzed. Following a case study of Instagram, Black Lives Matter and racism is a research about the impact of online pornography on the academic performance of university students. Another chapter is pointing out the potential of online tools for the successful relaunch of shadow brands. The closing section of the book deals with the role of social media on the opinion formation about the Euromaidan movement during the Ukrainian revolution and offers a comparative study touching on Russian and Western depictions of political documentaries in the 2000s
    • …
    corecore