Digital Marketing

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Is Deep Learning a Game Changer for Marketing Analytics?

The technology that underpins deep learning is becoming increasingly capable of analyzing big databases for patterns and insights. Before long, companies will be able to integrate a wide array of databases to discern what consumers want, and then leverage that information for market advantage. Deep learning might also be used to design products to meet consumers’ personal needs. Different types of organizations will try to harness the powers of deep learning in their own ways.

An Executive Guide to the Fall 2019 Issue

This guide to the Fall 2019 issue of MIT Sloan Management Review summarize the issue’s key articles. The articles discuss finding better ways to collaborate; how to give customers what they’re looking for; the organized ecosystem of Dark Web cybercrime; and how algorithms can reduce bias.

10 Principles of Modern Marketing

  • Research Highlight
  • Read Time: 19 min 

Mastering technology is not the only criteria for success in the modern marketing era — the right people and processes must also be put in place to properly develop, manage, and nurture the benefits of emerging tools. To be successful in the digital era, marketers should adopt the best new modern practices as well as rethink and refine classic approaches.

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Trapped in the Data-Sharing Dilemma

There are clear benefits for companies allowing website users to login with social media platforms such as Facebook, Twitter, Amazon, and Google. But the ease of user access that social logins make possible comes at a price: The platforms learn a great deal more about users’ buying and searching behavior via these agreements — information that could wind up helping the company’s competitors (including the platform itself) down the line.

Deriving Value From Conversations About Your Brand

Companies often treat social media as the conversation that represents what consumers are saying about any given brand. But research shows that online and off-line conversations are different beasts. Even though they both drive sales, they need to be measured and managed separately.

Twitter Is Not the Echo Chamber We Think It Is

The popular perception of Twitter as a social media “echo chamber,” where people only receive and retweet opinions that match their own, does not reflect the data about users’ actual engagement. The average Twitter user propagates more mainstream content and follows a diverse group of users — and this has implications for social media marketing.

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Measure Your KPI Alignment

A new MIT SMR study measured the role of KPIs in aligning an organization toward its objectives. Three categories emerged: Measurement Leaders, Measurement Capable, and Measurement Challenged. Take this self-assessment to uncover challenges and opportunities based on your score — and find out what group you are in.

Your Customers May Be the Weakest Link in Your Data Privacy Defenses

  • Read Time: 5 min 

Many ethical, lawfully managed businesses have consumer data they aren’t legally authorized to possess, obtained from a surprising source: their customers, who inadvertently share the personal data of family, friends, and colleagues. And in the wake of the Cambridge Analytica scandal and the enactment of the EU’s General Data Protection Regulation, peer-dependent privacy is emerging as a critical consideration for businesses.

The Right Way to Market to Millennials

Hiring a celebrity to promote a brand is a standard marketing tactic. However, companies trying to reach social-media-savvy millennials are turning to an alternative option: connecting with “micro-influencers” whose Instagram or YouTube followers see them as more authentic advocates for specific products.

Pass the Word: Peer Influence Has Big Impact on Online Market Dynamics

  • Read Time: 4 min 

A study of cryptocurrency markets provides some new insight into why people make the choices they do online. Crypto-currency traders used bots that executed over 100,000 small trades in 217 cryptocurrencies over the course of six months. Analysis reveals that traders are very susceptible to peer influences. The design of the online exchanges also appears to contribute to activity if functionality, graphical user interfaces, or application programming interfaces promote collective excitement.

From Winning Games to Winning Customers: How Data Is Changing the Business Side of Sports

  • Read Time: 5 min 

Sports analytics first proved its case on the field and in the front office, but as the practice spreads into business operations, the industry is addressing adoption challenges found in many sectors. At the MIT Sloan Sports Analytics Conference, speakers from teams and leagues discussed how they are using analytics to boost revenue, and how they’re managing transitions in culture and strategy.

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The Power of Product Recommendation Networks

Much as relationships in social networks have been analyzed to understand and influence how ideas flow among people, researchers wondered whether it might be possible to use the structure of product recommendation networks online to understand or influence how demand flows among products. The short answer is yes, and the implications for marketers are important.

Who Gets Caught in Online Echo Chambers?

Echo chambers — that is, exposure to information that closely mimics our own experiences and points of view — are burgeoning. In the online world, personalization algorithms lead to even more personalization over time. New research that looked at the way people navigate through videos of TED Talks highlights which types of people are most at risk for falling into extreme echo chambers. The research also suggests ways organizations can help content viewers navigate the noise.

Moving Sales With Trajectory-Based Mobile Advertising

Anindya Ghose, Heinz Riehl Chair Professor of Business at New York University’s Stern School of Business, is one of the pioneering explorers of the intersection of mobile and marketing. In his new book, Tap, he collects his findings and weaves them together into a set of nine forces that marketers can wield to drive sales via mobile technologies.

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