Voya Financial Colloquium: Marketing in the Digitalized Marketplace

I collaborated this year’s Voya Financial Colloquium on Oct 19-20, with the theme being “Marketing in the Digitalized Marketplace.” The colloquium gathered marketing researchers from across the country to discuss research in the growing areas of user generated content, social networks, new media, and digital analytics.

Shijie Lu (University of North Carolina, Chapel Hill) spoke on Dynamic Effect of Digital Badging on User-generated Content Platforms. This research empirically examines the dynamic effect of digital badging on individual user’s content consumption, interaction, and generation behavior on a UGC platform. An interesting fining is that in the long run, digital badges awarded by the platform can encourage content generation but suppress content consumption.

Xueming Luo (Temple University) spoke on Targeting and Retargeting Experimentation and Machine Learning: Mobile Big Data Analytics. This study combines large-scale randomized field experiments and machine learning approach to investigate the optimal strategy to distribute targeting and retargeting advertisements. An interesting finding is that targeting and retargeting strategies should be personalized based on the receivers attributes such as gender, age, and locations to maximize firm profits.

Yakov Bart (Northeastern University) spoke on Online Advertising Effectiveness across Media Channels and Countries. This study investigates online media advertising effectiveness using three controlled field experiments in the U.S., China and the Netherlands. For the real-world stimuli in the automobile industry, the results show that advertising effectiveness of online videos is consistently stronger than social media, banner and search, and that the relative strength of social media increases the further the consumer is from purchasing.

Ying Xie (University of Texas, Dallas) spoke on A Structural Model of Network Dynamics: Tie Formation, Product Adoption, and Content Generation. This research models the co-evolution of individuals’ friendship tie formations and their concurrent online activities within a social network. The results show that the total number of friends and the number of common friends this potential friend are important drivers of friendship formation. While having more friends does not make a person more active, having more active friends does increase a user’s activity levels in terms of both product adoptions and content generation through peer effects.

Marketing Application of Artificial Intelligence: Interview with Stamford Advocate

I recently interviewed with Stamford Advocate about Kayak’s “virtual assistant,” a voice-activated booking assistant powered by artificial intelligence technology. Here is the link: http://www.stamfordadvocate.com/business/article/Kayak-sees-potential-with-voice-12264401.php#photo-14315315.

And the article is below.

Kayak sees potential with voice technology-assisted bookings

Published 3:32 pm, Monday, October 9, 2017

STAMFORD — Virtual assistants can do far more than find the nearest gas station or get the score of a big game. Now they can help users schedule their next vacation.

Reflecting the prevalence and sophistication of artificial-intelligence services, Stamford-based travel firm Kayak has quickly expanded its use of the technology in the past two years. Among its latest innovations, it has launched hotel booking with Amazon devices featuring the voice-activated Alexa assistant.

“This work is based on the explosion of everyone having one of these devices in the house, starting around the end of 2015,” said Kayak Chief Scientist Matthias Keller. “And, in the past, we’ve had great success with being early on new technologies. Our people were really excited about this, and it was a great match to develop with Alexa.”

The Kayak service on Alexa — known as a “skill” — launched in May 2016. In its first iteration, it allowed users to search hotels, flights and rental cars; provided updates on flight arrivals and departures; and gave travel recommendations for given budgets.

Making technological improvements and gaining the support of booking partners allowed Kayak to add hotel booking this summer.

At the same time, Kayak has added its services to a growing number of Alexa-powered devices. Last month, it announced that it would support the Echo Show, which has a touch screen.

“We have the most advanced travel skill on Alexa,” Keller said. “We think people really like doing the things we offer on there.”

To use Kayak with Echo Show, users would sync or create a Kayak account, activate the Kayak skill in Alexa and link the account. Once the account is linked, a user could say “Alexa, ask Kayak to book me a hotel room in Boston from Oct. 15 to 17.”

The Echo Show version of Kayak provides up to 10 bookable hotel options, which users could see with finger scrolling. They could also ask Alexa to “select No.2,” for more details such as pricing. To book, a user would say, “Alexa, book this hotel” and use his or her Kayak account to confirm the reservation.

Some marketing experts see virtual assistants as particularly well-suited to customers with disabilities who might have difficulty typing or seeing the text on a screen. At the same time, the technology might not be as ideal — at least not with the current technology — for users who have complex booking requirements that cannot be easily dictated.

“The accessibility is an advantage for these kinds of virtual assistants,” said Jane Gu, an associate professor of marketing in the University of Connecticut’s business school. “Marketers need to think about which target groups will benefit from this feature. Identifying the right segment of customers who have the most need for these services is a good direction in which to go.”

Kayak officials are working on adding flight bookings through Alexa, but creating such an option is more challenging than offering hotel reservations because of the extra regulations and security layers tied to buying plane tickets. For example, users cannot enter with a voice service a credit card’s CVV number, which would be a necessary step to book a flight.

“There are more regulatory obstacles in the way that we’ll hopefully figure out soon,” Keller said. “We are hoping to move everything in the direction to get to a point where you can make any sort of purchase in a secure way on these devices. We don’t have any timeline for the flight bookings, but I’m hoping it’s not another year.”

Kayak officials said they are seeing an increasing number of customers trying out the Kayak skill, although they declined to give numbers.

Investment bank RBC Capital Markets predicted earlier this year that some 60 million Alexa devices would be sold in 2020, bringing the total number of installations to about 128 million.

Since the beginning of 2016, Kayak has also launched search, tracking and planning functions with other assistant services such as Slack, Facebook Messenger, Microsoft Teams and Google Assistant.

 

 

“Pink Tax:” Interview with WFSB Channel 3 TV

I was interviewed by WFSB Channel 3 TV about “Pink Tax” in November 2015. The link is here: http://www.wfsb.com/story/30554672/pink-tax-forces-women-to-pay-more-for-products. Below is the article.

Pink Tax forces women to pay more for products

Posted: Nov 18, 2015 10:00 PM ESTUpdated: Nov 18, 2015 11:16 PM EST

Pink Tax forces women to pay more for products (WFSB)Pink Tax forces women to pay more for products (WFSB)
HARTFORD, CT (WFSB) –Women are shelling out thousands of dollars more on products that are marketed to women, over the same things that are geared toward men.

Women may want to start looking in the men’s section if they want to save some extra money.

Experts estimate women pay $1,400 more each year on products that are marketed toward them, and over $100,000 in a lifetime.

It is called the ‘Pink Tax.’

For example, Dove brand deodorants that both have the “48 hour” formula, with the same ingredients, have very different prices for the men and women’s product.

The women’s deodorant costs $1.80 more, and the men’s version even has slightly more.

A spokesperson for Dove said “retailers set the prices at which they sell our products. We do provide suggested retail prices.”

The products inquired about were in different product lines with different technologies, which have varying suggested retail prices.

“It’s not fair, obviously,” said Molly Stuck of Bloomfield.

Another example is shaving creams sold at Target. The ingredients are the same, the size of the cans are the same, but there is a $0.33 difference in cost.

It might seem like small differences, but it adds up.

Experts said the cost to market products toward women is higher, and that increased cost is reflected on the price tag.

“Companies have to spend a larger percentage of money to marketing to women because there is so much more competition when it comes to competing for their attention,” said Kyle Reyes, of The Silent Partner Marketing.

That is because men and women are very different shoppers, where men are more likely to be loyal to a particular brand, and stick with whatever works for them.

“Manufacturers will have to offer larger varieties for women’s products, because women’s tastes change,” said Jane Gu, a professor of marketing at the University of Connecticut.

Women are more likely to try new products, and since women spend more time looking at products in stores, in magazines, and online, there are more opportunities for marketers to pitch their products.

“Keeping products at eye level or on end caps at stores, there’s an increased cost to that,” Reyes said. “A lot of these companies will increase the cost of those products.”

There are only three places in the country that outlaw gender pricing—California, New York City, and Florida’s Miami-Dade County.

“I’m a single mom, so I do the shopping in my house…so maybe that’s true in a lot of other houses, the women do the shopping, they buy for themselves, and they get a lot more money by marketing more to women,” Stuck said.

Pink Tax isn’t just on toiletries. Old Navy sells some of their women’s plus-size clothing at higher price than the smaller sizes.

However, the men’s clothing in the larger sizes is the same across the board.

Women probably don’t realize they are paying a premium, since the products are separated in stores, making it tough to compare.

The Pink Tax doesn’t end there. The cost of cleaning a men’s shirt at the dry cleaner is different from a woman’s shirt.

Also, it appears the extra-strength Excedrin cost is the same formula as the Excedrin for menstrual cramps, but the only difference is the price.

 

VOYA Colloquium on Mobile Marketing

Uconn Marketing Department hosted a very interesting colloquium on April 10. Below is an article that I wrote about it for the department newsletter.

 

Marketing Scholars Address “Research Mobile Marketing” at 2015 VOYA Global Colloquium

By Jane Gu

 

The Marketing Department hosted the 2015 VOYA Global ColloquiumResearch Mobile Marketing on April 10. The colloquium provides the great opportunity for researchers to gather and discuss research in the growing areas of social media, mobile marketing, and digital analytics.

David Bell (Wharton School of Business, University of Pennsylvania) spoke on Inventory Showrooms and Customer Migration in Omni-channel Retail: The Effect of Product Information. This study proposes that given the opportunity, customers self-select into channels based on their need for visceral product information, i.e., the need to touch, feel, and sample physical products before purchasing. As such, customers with a higher need for information prefer physical access to products and that the introduction of an offline inventory display channel where none previously existed results in a more efficient match between customers and channels. Bell discussed empirical findings from data on display showroom introductions by WarbyParker.com, a leading US eyewear retailer: (1) the introduction of an offline channel increases demand overall and through the online channel as well, and (2) customers who migrate offline are those with the highest cost-to-serve both online and through other mechanisms such as product sampling.

 

Andrew Stephen (University of Pittsburge) presented a paper entitled The Effects Of Content Characteristics On Consumer Engagement With Branded Social Media Content On Facebook. Using a dataset of 4,284 branded Facebook posts made over an 18-month period by nine brands across four industries, this research investigates how marketers’ social media content design influences “engagement” outcomes (e.g., how many “likes” or “shares” posts receive, or how many website traffic referrals are made). Many content characteristics are found to be important drivers of engagement, with those related to persuasion demonstrating the most importance. Interestingly, consumers appear to dislike and react against overt persuasion attempts in the form of advertising-style messages in the social media context. Stephen also discussed the increasingly common practice of brands paying to boost post reach on Facebook. Although this practice results in posts being seen by a wider (but possibly less relevant) audience, its impact in inducing engagement is found to be trivial.

 

Sam Ransbotham (Boston University) presented a paper entitled The Tradeoff of Reach and Response in Mobile Advertising. Using social media campaign data from a non-profit organization, Ransbotham discussed how the outcome of advertisement campaigns depends on whether the advertisements were shown on PC platforms or mobile platforms. The result shows that although ads are more likely to receive shallow response on mobile platforms (i.e., clicks), deeper engagement is less likely (i.e.., registration to the advertised service).

 

Adam Brasel (Boston College) presented a paper entitled Marketing Interfaces: How Touchscreens Alter Consumer Search, Choice, and Evaluation. This study explores the role of direct-touch interfaces in product evaluation and choice. Results from a first study show that a direct-touch interface increases the number of alternatives searched, biases evaluations towards tangible attributes, and shifts satisfaction expectations to internal sources. A second series of studies explores how fit or misfit between the texture of products and the smooth glass of the touchscreen alters consumer attention to visual and verbal information and changes online product evaluation in both positive and negative ways. Brasel discussed how these findings suggest that interfaces can strongly affect how online content is explored, perceived, remembered, and acted on, and further work in interface psychology could be as fruitful as research exploring the content itself.

 

 

FW: UConn Marketing Professor, Colleague Find that Merchants Can Use In-Store “Showrooming’’ to Boost Online Sales

I gave a presentation on “Consumer Pseudo-showrooming Behaviors and Firm Omni-Channel Product Placement Strategies” to UConn School of Business faculty. Claire Hall wrote a piece about it. Here is the link:

http://www.business.uconn.edu/2015/02/20/uconn-marketing-professor-colleague-find-that-merchants-can-use-in-store-showrooming-to-boost-online-sales

 

Below is the article.

“Most consumers today split their shopping experiences between traditional brick-and-mortar stores and internet purchases. But if you believe that traditional, in-store browsing is facing extinction, think again.

In fact, it is often a trip to the mall or shopping center that gives consumers the confidence they need to buy similar, or more upscale, items online, according to research conducted by UConn Assistant Professor Jane Gu and her colleague, Giri Tayi, from the State University of New York at Albany.

Gu presented her research to UConn School of Business faculty and graduate students in a seminar titled, “Consumer Pseudo-Showrooming and Omni-Channel Product Placement Strategy,” on Jan. 23. Her conclusion is that both consumers and merchants can benefit from the synergy when stores allow shoppers to examine merchandise in person and also feature an internet service that offers great prices and more variety of merchandise.

“Our study examines the important role of consumer ‘pseudo-showrooming,’ or the consumer behavior of inspecting one product at a seller’s physical store before buying a related, but different, product at the same seller’s online store,” Gu said. A profitable product-placement strategy allows the seller to carry a larger product assortment at the online store than the physical one.

Consumers can be picky, and the only way to full resolve whether a product meets an individual’s expectation is to inspect it in person, she said. So a customer who tries on a blue sweater at the physical store can then decide if the color, style and cut are satisfactory and, if so, purchase it.

But what if that customer prefers the sweater in red, and it is only sold online? Or if a family wishes to buy a set of patio furniture from the home-improvement store and it is only sold online? Or that expensive baby stroller isn’t available in the showroom, but another model by the same company is?

Shoppers can gain some confidence about their online purchases by inspecting a different, but related product in-store, such as another item offered by the same brand, Gu said. By doing so, the consumer learns about the styling and manufacturing features of the brand, which gives him or her a better idea about the preferred product’s appeal before ordering it online.

In fact, a recent IBM study found that nearly half of all online purchases resulted from shoppers visiting a physical store, Gu said.

“Our analysis shows that compared to selling both products through the dual channel, the merchant obtains a greater profit by selling only one product through the dual channel and the other through the online channel exclusively, with the effect of inducing consumer ‘pseudo showrooming,’– if the fit probability of products and consumers’ cost for returning a misfit product are both in the intermediate range,” Gu said.

The visit-in-store/order-online concept allows merchants to carry a large assortment of different, but related, products at the online store, while displaying only a subset of the products at the physical store, she said. Macy’s, J. Crew, Wal-Mart and Banana Republic are only a few examples of companies that have adopted this strategy, she said. This product placement strategy, by inducing consumer “pseudo-showrooming,” benefits the seller by better coordinating its online and the offline operation, in addition to saving merchants the expense of carrying a great deal of product in store.

This synergistic effect between the online- and offline- channel may also explain why some companies that were exclusively online—such as Piperlime, Warby Parker and Amazon– have now added shops, Gu said.

Lastly, when a firm offers two products of different qualities, it garners the most benefit from consumer ‘pseudo-showrooming’ by selling the higher quality product through the online channel exclusively, she said. For example, the apparel chain J. Crew sells its high-end pieces, such as suiting jackets and wedding dresses, solely at its online store; and the more expensive furniture pieces that Home Depot carries are usually available only online.

Not all items have the same degree of consumer satisfaction, Gu noted. Clothing and furniture, for instance, tend to require more in-store inspection. Consumers might be more willing to buy a well-regarded computer or camera without first examining the device. ‘Pseudo-showrooming’ partially resolves consumer online purchasing uncertainty but doesn’t guarantee satisfaction.

Interestingly, the online experience seems to have a higher “misfit tolerance level” than in-store shopping, Gu said. Because returning merchandise involves time, effort and even psychological burden, Gu’s research found that consumers will tolerate a certain amount of “misfit”—minor dissatisfaction–with an online-purchased product because they don’t want to expend the time and energy required to return it. That ultimately benefits the merchant because more merchandise is sold.

On the other hand, the merchant, in the effort to induce online purchases from fit-uncertain consumers, tends to charge lower prices for their online-exclusive products, which eventually benefits consumers who keep the product, particularly those who find the product satisfactory.

Therefore, both customer and merchant benefit from the multiple channel shopping option, she said.”

 

Interviewed by UConn Toady about Online Retailing (Original 12/09/2014)

I wrote a piece about online retailing for UConn Communication. Here is the link:

http://today.uconn.edu/blog/2014/12/tis-the-season-for-shopping-online/

The full article is below.

‘Tis the Season for Shopping Online

With online sales accounting for an estimated $294 billion, or 9 percent of retail sales, in 2014, this holiday shopping season sees many traditional storefront retailers – in hopes of staying competitive with their online counterparts – rushing to build e-commerce operations.

Given the increasingly crucial role online retail plays in the American shopping experience, UConn Today invited Jane Gu, an assistant professor of marketing in the School of Business, to share her insights on the impact the Internet is having on the retail industry. Gu’s research focuses on e-commerce and online retailing – investigating how consumers gather information and make purchase decisions in digital environments, and how marketers devise effective digital strategies to cope with such consumer behaviors. Her work has been published in leading marketing journals, including Journal of Marketing Research, Management Science, and Marketing Science.

Q. The growth of e-commerce retailing has made it easier for customers to ferret out the best deals online. Is this what’s driving the boom in online retailing?
A. Better prices are just one driver, and nowadays online deals are not necessarily better than those in physical stores. The boom in online retailing resides in the unique benefits online stores provide to consumers. First, online stores provide shopping opportunities for consumers who live in remote areas with limited access to malls or traditional physical stores, which expands the demand for online retailing tremendously. For example, a recent study shows that the most valuable online shoppers live in the state of Wyoming. Secondly, online stores provide consumers the flexibility to shop whenever they are free, such as at midnight or during holiday periods. Shopping online provides other benefits, such as allowing consumers to learn more about products through reading third-party reviews, and having bulky products delivered directly to their home. For online retailers, price has become just one component of their marketing strategy.

Q. Online sales appear to be the main winner in this year’s holiday shopping blitz, with Channel Advisor – a research firm that tracks transaction data for retailers – reporting that online purchases increased 15.6 percent compared to last year. As more U.S. shoppers move online, is that good news for the retail industry?
A. The transition of shopper traffic from the traditional physical stores to online stores has been happening for a while; and in the past couple of years, this transition has sped up. As more consumers go online to shop, fewer bother to visit physical stores, which constitutes a challenge for retailers. The loss of store traffic could be damaging for retailers that solely operate physical stores; for retailers that operate both online and offline stores, this transition of shopper traffic means the loss of face-to-face contact opportunities, which is essential for building customer loyalty. Many retailers are aware of this issue and have started testing innovative ways to attract shopper traffic into physical stores. For example, Lion Brand Yarn opened a studio in New York City to showcase new high-end offerings, provide classes and build community with their customer base. Many multi-channel retailers that operate both online and traditional storefronts are moving to the so-called “omni-channel strategy.” That is, they deliberately coordinate product assortment, pricing, and promotions across their online and physical stores so as to maximize the total profit rather than operating two channels separately.

Q. If the online retail business is apparently so much more profitable than storefront retailers, why don’t online giants like Amazon, eBay, or Overstock have higher profit margins?
A. Giant retailers such as Amazon, eBay, and Overstock usually focus on market coverage or sales volume at the expense of margin. Their counterpart in the offline world would be Wal-Mart, which also operates on thin margins. Online retailers incur costs to maintain distribution centers and handle high rate of returns. That said, online retailers do not necessarily operate on narrow margins. While Amazon’s net profit margin is about 0.5 percent and eBay’s net profit margin is about 14 percent, the Chinese online retailing giant Alibaba, which recently launched the world’s largest – $25 billion – IPO (Initial Public Offering, whereby a company raises capital by issuing shares of stock in a public market), has a net profit margin over 40 percent. Alibaba’s success has triggered much debate over Amazon’s business model.

Q. How much do free shipping costs eat into the margins of online-shopping websites like Amazon, compared to the fixed expenses that brick-and-mortar retailers incur on such things as rent, employees, and electrical costs?
A. Free shipping actually is not such a big margin-eater compared to the cost of delivering the same product to physical stores and other costs associated with operating store networks. Moreover, given the large shipping volume, online retailers can often negotiate good deals with mail carriers. Free shipping also motivates consumers to buy – that’s why free shipping is the most common type of online promotion. A bigger margin-eater for online retailers is the cost of handling goods that are returned; in some cases these costs exceed the product value. Since online shoppers can only find out whether they like the product after they have received it, in contrast to shoppers at physical stores who have the chance to inspect items prior to purchase, the return rate is much higher for online retailers. For consumers, however, free return is a big motivation to buy, and that’s why nowadays we see more and more online retailers offering free returns, even if it cuts into their profitability.

Q. Congress seemed ready to pass a bipartisan measure earlier this year to end tax-free online shopping, but opposition has delayed passage during the current lame duck session. Will Congress ever enact an online sales tax policy?
A. I actually believe this will happen; it’s just a matter of time. Online retailing has become a main source of growth in the retail industry, compared to 10 years ago, and needs to be regulated accordingly. In the meantime, I am concerned that the online sales tax policy will hurt small businesses that take advantage of the Internet to thrive.

Q. Three states do not collect any state or local sales taxes: Delaware, New Hampshire and Oregon. Is there evidence that shows Connecticut shoppers travel to tax-free New Hampshire outlet malls to find bargains and avoid the state’s sales taxes?
A. I do not have data, but know anecdotally people who do that. Indeed there are some online shoppers who have their orders shipped to their friends living in the tax-free states.

Meeting Dr. Jane Gu (from our department newsletter) (Original 10/03/2014)

withElephant

The elephant I was holding is Herald, who is visiting UConn’s Marketing Department from Shanghai. Below is a short note accompanying the photo about me for the recent department newsletter.

Meet Dr. Jane Gu

Dr. Jane Gu is the Digital Marketing (MKTG 3665) professor at the University of Connecticut. She received her Ph.D. in Marketing from New York University. Before teaching at UConn, Dr. Gu worked in consulting in the pharmaceutical industry.

“Be brave,” says Dr. Gu. She feels that due to the digitization of the economic environment, marketing job opportunities will be growing rapidly within the next decade. New jobs are forming in the marketing field such as Digital Marketing Analysts and Social Media Strategists.

Fun Fact: Dr. Gu is good at math and is very passionate about marketing. She believes that people view marketing as a soft science when it really is a rigorous science and marketing professionals do math work similar to those of economists and statisticians.

An Article I Wrote for the Marketing Department Newsletter (Original 09/20/2014)

FrankGardi

 

The handsome boy in the picture is Frank Guardi, a former student of my digital marketing class, who joined IBM as a social media specialist after graduation. Below is an interview of Frank I wrote for our marketing department’s fall 2014 newsletter.

Frank Guardi: 14’ Graduate Taking Digital Marketing Job
Frank Guardi is a 14’ graduate with a communication major and a business fundamental minor. Right before his graduation, Frank accepted a position in IBM’s Marketing and Communication Department as a social business and social media specialist. His job responsibilities will include monitoring social conversations, managing user communities and social media platforms (e.g., corporate blog, Facebook, and Twitter), and designing as well as implementing social media campaigns.
Frank said he had always wanted to work in the area of digital marketing and social media. In spring 2014, he took the Digital Marketing class taught by Professor Jane Gu and found the class very helpful in preparing for his planned career. Frank said that he has learned many useful analytical tools from the class, including social monitoring, search engine optimization (SEO), and engagement pyramid. The class also brings him up to date with digital marketing activities of major companies, such as Google and Amazon. Lastly, he found the group project very helpful, for which he worked with five other students to develop an integrated digital marketing plan to market Cape Cop chips to the west coast. Beyond the Digital Marketing class, Frank also took the Marketing Management class.
Outside the classroom, Frank had interned with an MLE baseball team to manage its social media campaigns and also with IBM’s external relations department. Frank suggested that students start internship early in their junior year or before entering the senior year in the area or the company they are interested in, and start planning job hunting once going into the senior year. “The market is becoming more and more competitive,” Frank said, “you have to get ready early.” He sent out his first job application in November 2013.
Frank is a student athlete. He played baseball in high school and has been with UConn’s football team during his college years. Spending forty hours in training and maintaining a good GPA at the same time is not easy, Frank admitted. Nonetheless, this experience has sharpened his capabilities in time management, teamwork, social skills, and commitment, which qualities employers highly desire. If you are not playing any sports, Frank suggested, getting involved in clubs or even fraternity could be very helpful in developing these qualities.
Frank is relocating to Austin for his new job in late May. “It is a fun city with a lot going on,” Frank smiled, “I expect to stay active.”