Upcoming Webinar: Passive Mobile Behavioral Data + Survey Data

Posted by Chris Neal

Mon, Jul 13, 2015

mobile research, mobile data collection, The explosion of mobile web and mobile app usage presents enormous opportunities for consumer insights professionals to deepen their understanding of consumer behavior, particularly for “in the moment” findings and tracking consumers over time (when they aren’t actively participating in research. . .which is 99%+ of the time for most people). Insight nerds like us can’t ignore this burgeoning wealth of data—it is a potential goldmine. But, working with passive mobile behavioral data brings with it plenty of challenges, too. It looks, smells, and feels very different from self-reported survey data:

  • It’s big. (I’m not gonna drop the “Big Data” buzzword in this blog post, but—yep—the typical consumer does indeed use their smartphone quite a bit.)
  • It’s messy.
  • We don’t have the luxury of carefully curating it in the same way we do with survey sampling. 

As we all find ourselves increasingly tasked with synthesizing insights and a cohesive “story” using multiple data sources, we’re finding that mobile usage and other data sources don’t always play nicely in the sandbox with survey data. Each of them have their strengths and weaknesses that we need to understand in order to use them most effectively. 

So, in our latest in a series of sadomasochistic self-funded thought leadership experiments, we decided to take on a challenge similar in nature to what more and more companies will ask insights departments to do: use passive mobile behavioral data alongside survey-based data for a single purpose. In this case, the topic was an analysis of the U.S. mobile wallet market opportunity. To make things extra fun, we ensured that the passive mobile behavioral data was completely unlinked to the survey data (i.e., we could not link the two data sources at the respondent level for deeper understanding or to do attitudinal + behavioral based modeling). There are situations where you’ll be given data that is linked, but currently—more often than not—you’ll be working with separate silos and asked to make hay.

During this experiment, a number of things became very clear to us, including:

  • the actual value that mobile behavioral data can bring to business engagements
  • how it could easily produce misleading results if you don’t properly analyze the data
  • how survey data and passive mobile behavioral data can complement one another greatly

Interested? I’ll be diving deep into these findings (and more) along with Roddy Knowles of Research Now in a webinar this Thursday, July 16th at 1pm ET (11am PT). Please join us by registering here

Chris leads CMB’s Tech Practice. He enjoys spending time with his two kids and rock climbing.

Watch our recent webinar with Research Now to hear the results of our recent self-funded Consumer Pulse study that leveraged passive mobile behavioral data and survey data simultaneously to reveal insights into the current Mobile Wallet industry in the US.

Watch Now!

Topics: Advanced Analytics, Methodology, Data Collection, Mobile, Webinar, Passive Data, Integrated Data

New Study: How Wearables Will Drive the Mobile Wallet Revolution

Posted by Abe Vinjamuri

Tue, Jun 16, 2015

Mobile2015IconEvery year we hear bold new predictions about mobile wallet, and every year those predictions fall flat. So, with some trepidation, we ask: is this the year when mobile payments finally take off?A lot of pieces of the puzzle are finally in place:

  • NFC and tokenization have been accepted as the standard for payment tech (QR is fighting a losing battle although some heavyweights still back it)

  • Networks (Visa, MasterCard etc.) have managed to co-opt the mobile revolution and avoid the threat of disruption

  • Credit card providers see the opportunity to drive growth

  • EMV (chip and PIN) standards have forced retailers to upgrade payment terminals which now are NFC enabled

  • Mobile service providers have given up their bid to control the payments business

  • And most importantly, consumers are increasingly comfortable with the idea of using smartphones to pay for purchases-they are at a similar point in the adoption curve as they were with online payments a decade and half ago

So, yes, mobile payments will grow in the next 12-18 months. And smartphones will continue to drive that growth.  But the big news is that mobile wallets are poised to get a major boost from the proliferation of wearables. In our latest Consumer Pulse study, we surveyed nearly 2,000 smartphone owners about mobile wallets and wearables awareness and habits. Here are a few of the key takeaways:

You want to put that chip where?

Formerly confined to fitness trackers, and to some extent smartwatches, wearables are still emerging for the average consumer. Currently, about 60% of the market is at least somewhat familiar with wearables in the generic sense. And with the pace of technology, this is a low barrier.  A new product that fulfills a need (perceived or not) can gain attention in the flash of a Snapchat.

As the wearables category broadens to include trackers, shirts, bands and other devices that are an extension of the wearer, mobile payments are a natural offshoot. In fact, beyond table stakes (battery life, pedometers etc.) 40% of likely wearable buyers want built-in mobile wallet functionality. Our data shows that wearable and mobile wallet adoption is symbiotic in nature. A majority of those looking to buy wearables say having mobile wallet functionality would bring them closer to the purchase decision. And a similar majority say they would use mobile wallets a lot more if it were a part of their wearable functionality. Looks like a win-win.

Good news for smartphone makers

Although at present wearables are primarily associated with fitness trackers (smartwatches are perceived a bit differently though that line is blurring really fast); many see wearables as an extension of the smartphone category – and expect smartphone brands to lead the wearables march. While the top players are as expected: Apple and Samsung, the door is still wide open for a variety of players like Google, Microsoft, Fitbit, Sony, Nike, and LG.  And perhaps the best news is that, in general, buyers expect highly functional wearables to cost between $175- $275. Of course, there are always those who are willing to splurge north of $400.

What about payment companies?

In all this excitement around wearables and mobile payments we can’t forget the critical role of payment companies. As mentioned previously, networks and credit card companies have a critical role to play. At the moment, usage data indicates two things: one, usage of credit cards in a mobile first world mimic that in the physical world – card usage behavior (primary card, share of wallet) has not changed. Two, checking accounts, debit cards, PayPal have a large presence on mobile wallets. We continue to maintain that mobile payments present an opportunity to shake up some of the existing stalemates in the industry and at present it seems like no single player has a decisive advantage.

What does all this mean?

Depending on how narrow or widely mobile payments are defined, the trillion+ dollar industry is fluid at the moment, with everyone trying to get a large piece of the pie. From a purely consumer-centric perspective, the barriers are lifting, the options are expanding and before you know it a majority of consumers will have access to mobile wallets through smartphones or wearables. The key to winning them over will be to make the experience natural and seamless. The day someone can put together an experience where my jogging shirt tells me to run faster between miles 5 and 7 and then pays for my smoothie is the day wearables would truly achieve their potential. I’m betting that the day is not far away.

Abe is a payment-tech and ecommerce Project Lead, Strategist, and CrossFit enthusiast.

DOWNLOAD THE FREE REPORT

Topics: Technology, Financial Services Research, Mobile, Consumer Pulse, Retail

Follow the Humans: Insights from CASRO’s Digital Research Conference

Posted by Jared Huizenga

Mon, Mar 09, 2015

iStock 000008338677XSmallI once again had the pleasure of attending the CASRO Digital Research Conference this year. It’s the one of the best conferences available to data collection geeks like me, and this year’s presentations did not disappoint. Here are a few key takeaways from this year’s conference.

1. The South shuts down when it snows. After having a great weekend in Nashville after the conference, my flight was cancelled on Monday due to about an inch of snow and a little ice. Needless to say, I was happy to return to Boston and its nine feet of snow.

2. “Big data” is an antiquated term. Over the past few years, big data has been the big buzz in the industry. Much like we said goodbye to traditional “market research,” we can now say adios to “big data.” Good riddance. The term was vague at best. However, that doesn’t mean that the concept is going away. It’s simply being replaced by new, more meaningful terminology like “integrated data” and “multi-sourced data.” But one thing isn’t changing. . .

3. Researchers still don’t know what to do with all that data. What can I say about multi-sourced data that I haven’t already said many times over the past couple years? Clients still want it, and researchers still want to oblige. But this fact remains: adequate tools still do not exist to deliver meaningful integrated data in most cases. We have a long way to go before most researchers will be able to leverage all of this data to its full potential in a meaningful way for our clients.

4. There’s a lot more to mobile research than how a questionnaire looks on a screen. For the past three or four years, it seems like every year is going to be “the year of mobile” at these types of conferences. Because of this, I always attend the mobile-related sessions skeptically. When we talk about mobile, more often than not, the main concern is how the questionnaire will look on a mobile device. But mobile research is much more than that. One of the best things I heard at the conference this year was that researchers should “follow the humans.” This is true on so many levels. Of course, a person can respond to a questionnaire invitation on his/her mobile device, but so much of a person’s daily life, including behaviors and attitudes, is shaped by mobile. Welcome to the world of the ultra-informed consumer. I can confidently say that 2015 is most definitely the year of mobile! (I do, however, reserve the right to say the same thing again next year.)

5. Researchers need to think like humans. It’s easy to get caught up in percentages in our world, and researchers sometimes lose sight of the human aspect of our industry. We like to think that millionaire CEOs are constantly checking their emails on their desktop computers, waiting for their next “opportunity” to take a 45-minute online questionnaire for a twenty-five cent reward. I attended sessions at the conference about gamification, how to make questionnaires more user-friendly, and also how to make questionnaires more kid-friendly by adding voice-to-text and text-to-voice options. All of these things have the potential to ease the burden on research participants, and as an industry, this must happen. We have a long way to go, but. . .

6. Now is the time to play catch-up with the rest of the world. Last year, I ended my recap by saying that change is happening faster than ever. I still think that’s true about the world we live in. With all of the technological advances and new opportunities provided to us, it’s an exciting time to be alive. However, I’m not sure I can honestly say that change is happening faster than ever when it comes to the world of research. I’ve been a part of this industry for a very fulfilling seventeen years, and sometimes my pride in the industry clouds my thinking. Let’s face the facts. The truth is that, as an industry, we are lagging far behind as the world speeds by. Research techniques and tools are evolving at a very slow pace, and I don’t see this changing in the near future. (In our defense, this is true for many industries and not only market research.) I still believe that those of us who are working to leverage the changing world we live in will be much better equipped for success than those who sit idly and watch the world fly.

I’m still confident that my industry is primed and ready for significant and meaningful change—even if we sometimes take the path of a tortoise. As a weekend pitmaster, I know that low and slow is sometimes the best approach. The end result is what really counts.

Jared is CMB’s Field Services Director, and has been in market research industry for seventeen years. When he isn’t enjoying the exciting world of data collection, he can be found competing at barbecue contests as the pitmaster of the cooking team Insane Swine BBQ.

 

Topics: Big Data, Mobile, Research Design, Conference Insights

Are You There, News? It's Me, Snapchat.

Posted by Blair Bailey

Tue, Feb 24, 2015

snapchat, discoverSitting in my cozy Boston office, sipping coffee, I’m suddenly transported to Washington State’s Cascade Mountain Range, soaring above the mile-high Cowboy Mountain and scanning Tunnel Creek, a popular, snow-powdered trail and the site of the tragic 2012 Stevens Pass avalanche.This is the genius of the graphics that accompany “Snow Fall: The Avalanche in Tunnel Creek,” a story that debuted in 2012 on The New York Times’ online edition. Although the rushing show and biting winds are only graphics embedded within the article, they are so well done you feel like you are there. In recent years, The New York Times, a stalwart of traditional print news, has dominated digital storytelling, integrating stunning and sometimes interactive graphics within its pages.

As beautiful as these features are (and they are still stunning 3 years later), where does this interactive, visual storytelling fit within our 140-character, 6-second-film, top-8 lives? (Forgive the MySpace reference, but nothing conveys digital restrictions more than fitting your most prized friendships into a 2 x 4 grid.)

Snapchat, an app notorious for its not-so-lasting impressions, recently released Discover, allowing traditional media companies to feature public content, like trailers and current events, within the app. The media outlets range from Cosmopolitan to National Geographic and tease users with graphics and sound bites as well as the traditional flashy headlines. After hitting the purple dot in the upper right corner, users are presented with an array of publications to choose from. Once a publication is selected, users can swipe left and right to move through stories, swipe up to read more, or swipe down to exit the publication and return to the Discover menu.

By now, most publications have a mobile presence of some type. So, why is Snapchat’s most recent move something we should care about? Although it’s not an entirely novel idea, Snapchat’s new feature adds several unique twists to digital storytelling.

  • In keeping with Snapchat’s ephemerality, Discover’s content is only available for twenty-four hours. While the content can be viewed as many times as desired during that period, the news outlet invites users to come back tomorrow for new stories.
  • Unlike Facebook and Twitter, both of which typically lead the user away from the platform, all Discover content—articles, videos, photo sets, trailers, music videos, etc.—is contained within the app.
  • Snapchat also serves a very different demographic than most social media sites. Discover is targeted to Millennials, but, as of July 2014, over 50% of Snapchat users are between 13-17 years old and over 80% are under 24 years old. Many of the publications on Discover may be taking an initial risk straying so far from their key audiences .
  • Discover is also a fresh idea to existing Snapchat users. Unlike Twitter, where incoming brands have to adhere to the existing 140-character boundaries, Discover breaks the Snapchat mold without straying too far from its original purpose. The format is different enough to interest users and keep them coming back, but still familiar enough that users recognize the Snapchat interface.

While the selection of publications could be tweaked further, Discover shows that Snapchat knows its users. Short, (mostly) teenage attention spans still get their familiar bite-size content but in a format that’s new enough to hold their attention. Discover also holds the potential to keep Millennials coming back for more than momentary embarrassing videos and wacky photos. It adds value to an app that has seen a lot more selfies than the average person could probably handle.

With over 1.2 billion websites cluttering our networks, storytelling has become increasingly important to stand out among the dot nets and dot coms. And it’s not just apps and news sites. In data heavy fields like market research, it can be easy to let storytelling take a backseat. That’s why we’re investing more time and resources into creating dynamic storytelling through infographics, video, and mobile. This engaging, inspiring, and motivating content brings results to life and helps us strengthen the relationship between our clients and their audiences. . .and best of all, we do it without all those selfies.

Blair Bailey is an Associate Researcher at CMB and a recent M.S. graduate from Boston University. When she isn’t working with data or being held captive by the commuter rail, you can find her carefully flooding her social media feeds with pictures of dogs.

Topics: Mobile, Storytelling, Social Media

Be Aware When Conducting Research Among Mobile Respondents

Posted by Julie Kurd

Tue, Oct 28, 2014

mobile, cmb

Are you conducting research among mobile respondents yet? Autumn is conference season, and 1,000 of us just returned from IIR’s The Market Research Event (TMRE) conference where we learned, among other things, about research among mobile survey takers. Currently, only about 5% of the market research industry spend is for research conducted on a smartphone, 80% is online, and 15% is everything else (telephone and paper-based). Because mobile research is projected to be 20% of the industry spend in the coming years, we all need to understand the risks and opportunities of using mobile surveys.  

Below, you’ll find three recent conference presentations that discussed new and fresh approaches to mobile research as well as some things to watch out for if you decide to go the mobile route. 

1. At IIR TMRE, Anisha Hundiwal, the Director of U.S. Consumer and Business Insights for McDonald’s, and Jim Lane from Directions Research Inc. (DRI) did not disappoint. They co-presented the research they had done to understand the strengths of half a dozen national and regional coffee brands, including Newman’s Coffee (the coffee that McDonald’s serves), around 48 brand attributes. While they did share some compelling results, Anisha and Jim’s presentation primarily focused on the methodology they used. Here is my paraphrase of the approach they took:

  • They used a traditional 25 minute, full-length online study among traditional computer/laptop respondents who met the screening criteria (U.S. and Europe, age, gender, etc.), measuring a half dozen brands and approximately 48 brand attributes. They then analyzed results of the full-length study and conducted a key driver analysis.
  • Next, they administered the study using a mobile app for mobile survey takers among similar respondents who met the same screening criteria. They also dropped the survey length to 10 minutes, tested a narrower set of brands (3 instead of 6), and winnowed the attributes from ~48 to ~14. They made informed choices about which attributes to include based on their key driver analysis (key drivers to overall equity, and I believe I heard them say they added in some attributes that were highly polarizing).

Then, they compared mobile respondent results to the traditional online survey results. Anisha and Jim discussed key challenges we all face as we begin to adapt to smartphone respondent research. For example, they tinkered with rating scales and slide bars by setting the bar on the far left at 0 on a 0-100 rating scale for some respondents and then setting it at the mid-point for others to see if results would be different. While the overall brand results were about the same, the sections of the rating scales respondents used differed. Further, they reported that it was hard to compare detailed results for online and mobile because different parts of the rating scales were used in general. Finally, they reported that the winnowed attribute and brand lists made insights less rich than the online survey results.

2. At the MRA Corporate Researcher’s conference in September, Ryan Backer, Global Insights for Emerging Tech at General Mills, also very clearly articulated several early learnings in the emerging category of mobile surveys. He said that 80% of General Mills’ research team has conducted at least one smartphone respondent study. (Think about that and wonder out loud, “should I at least dip my toe into this smartphone research?”) He provides a laundry list of the challenges they faced and, like all true innovators, he was willing to share his challenges because it helps him continue to innovate.  You can read a full synopsis here.

3. Chadwick Martin Bailey was a finalist for the NGMR Disruptive Innovation Award at the IIR TMRE conference.  We partnered with Research Now for a presentation on modularizing surveys for mobile respondents at an earlier IIR conference and then turned the presentation into a webinar. CMB used a modularized technique in which a 20 minute survey was deconstructed into 3 partial surveys with key overlaps. After fielding the research among mobile survey takers, CMB used some designer analytics (warning, probably don’t do this without a resident PhD) to ‘stitch’ and ‘impute’ the results. In this conference presentation turned webinar, CMB talks about the pros and cons of this approach.

Conferences are a great way to connect with early adopters of new research methods. So, when you’re considering adopting new research methods such as mobile surveys, allocate time to see what those who have gone before you have learned!

Julie blogs for GreenBook, ResearchAccess, and CMB.  She’s an inspired participant, amplifier, socializer, and spotter in the twitter #mrx community so talk research with her @julie1research.

Topics: Data Collection, Mobile, Research Design, Data Integration, Conference Insights