Data & Analytics
Ways Experian is using big data and analytics to improve our world
Today we are living in a world of data. It is everywhere, affecting many aspects of not only how our businesses are run, but our individual lives. It is growing in value and becoming more significant with each year. When used correctly, it has the potential to make positive changes. The challenge is that while data is everywhere, we don’t always trust it. While many businesses today say that data is driving new opportunities around increasing revenue and better serving their clients, the level of accuracy within their data is lacking. According to new Experian Data Quality research, less than half of organizations globally trust their data to make important business decisions. That level of doubt is causing 52% of organizations to rely on educated guesses or gut feelings to make decisions based on their data. That lack of clarity is causing businesses to not only operate with less efficiency, but 73% of c-level executives indicate that inaccurate data is undermining their ability to provide an excellent customer experience. While many are making strides to try to improve the quality of data and the trust level, they are often hindered by departmental silos and a lack of consistency across data sources. Much of that comes down to basic communication and an ability to talk about data. Departments lack understanding of how information is used across an organization or what the true impact is of poor data. In my discussions across the industry, it is clear that data lacks a consistent, meaningful language. We tend to focus on the level of pure accuracy levels, rather than the effect to the business or the customer. Data strategies need to more closely relate to defined business goals, outcomes and use cases, rather than just a data policy that sits within a vacuum. In the year ahead, we expect that many businesses will make strides within their data management programs and improve the quality of data. However, for those programs to be successful, they need to tie to broader business objectives. In those instances, developing more trusted data will certainly pay off. To learn more, check out the new global data management benchmark report.
Most people who tune into the Super Bowl fall into one of three buckets – Those who watch for the love of the game Those who want to check out the halftime show entertainment And those of us, typically advertising and pop-culture geeks like myself, who tune in just for the commercials. But let’s not kid ourselves, you don’t have to be in advertising to love the commercials. After all, whether these ads make us laugh, cry or tweet, they often have a way of weaving themselves into the Monday morning water cooler talk and even our cultural fabric. As a marketer myself who is responsible for maximizing an advertising budget, I watch these $5 million dollar, 30-second spots and have a tendency to ask myself: How effective are Super Bowl campaign ads? Given that the automotive industry is a staple within the Super Bowl advertising universe, we recently leveraged our Social Media Analysis to dig a bit deeper into a handful of auto brands (Audi, Buick, Hyundai, Jeep and Toyota), all of whom had a social media component to their Super Bowl 50 campaigns. We wanted to answer the question, “Did these TV ads actually drive social media following and engagement?” Our latest findings showed all five of these brands gained more “high influencer” and active followers on their social media channels within the month after the “Big Game.” On average, the percentage of influential followers (consumers with more than 1,000 followers) increased 14.8 percent during the month after the Super Bowl, while the average number of posts for each follower increased by 35.4 percent. Successful brand marketers create campaigns that work harmoniously together across different channels to reach their intended audience. These automotive brands were able to deliver messages across television that extended into social media channels ultimately driving the benefit of the “word-of-mouth” effect. Our data and analytics capabilities help marketers identify and connectd with audiences who will spread their messages to fans and potential customers. The result: these Super Bowl advertisers saw higher engagement and increased brand awareness. The automotive Super Bowl commerical enthusiast is … Developing a cross-channel campaign is only half the battle. Marketers still need to understand who is engaging with their brand after they’ve clicked the ‘Follow’ button. Our anlaysis revealed consumers who interacted with these automotive campaigns were 1.3 times more likely to be male, and nearly 60 percent fell between the ages of 26 and 50. Moreover, 13.3 percent had children between the ages of 16 and 18. Not surprisingly, these consumers were more likely to follow particular brand categories than the general population. 60 times more likely to follow Auto Brands 04 times more likely to follow Auto Service Providers 56 times more likely to follow Consumer Electronics Stores This tech-saavy, car enthusiast audience was also more likely to follow these types of social media handles than the average user. 10 times more likely to follow Sports Organizations 64 times more likely to follow Sports Media Companies 52 times more likely to follow Magazine Brands Other findings that popped in our recent analysis included: Consumers who engaged with these automotive brands on social media the month after the Super Bowl were 1.56 times more likely to reside in Michigan. More than 37 percent of these consumers had an average income between $50,000 and $99,999. The social media handles for the television shows these consumers were more likely to follow, included Top Gear, 60 Minutes and Baseball Tonight. Perhaps these programs would be great places for the auto brands to continue the conversation with current fans and potential customers. Marketers plan for the future Just as each consumer is unique, so is the trail of social media data they leave behind. Social media provides many consumers the venue to freely express their opinions and preferences. We help marketers tap into this data, and gain a remarkable view into who their customers are, the things they care about and how they behave. It’s that level of insight that enables marketers to optimize their content, plan better targeted campaigns in the future, and reach customers in a meaningful way. Much like any marketing effort, the current blue print to a successful Super Bowl campaign has been set. Create and deliver highly personalized messaging that resonates with consumers across a number of channels and encourages them to take an action, whether it’s purchase a product or share on social media. And finally, measure the results. It’s a lot easier to make that multi-million dollar advertising investment when you know the ROI is there. The brand marketers who follow the “game plan” can position themselves for their own Super Bowl win. To view the full press release, visit https://www.experianplc.com/media/news/2017/super-bowl-social-media/.
I’m an Experian Health Training Manager. I get to meet with healthcare organizations and teach them how to use our Financial Assistance Screening tool, which helps them easily and cost-effectively determine which patients qualify for financial assistance. I didn’t expect to interact directly with patients as part of my job, but I did – and the experience moved me. Recently, a client started using our automated tool, so I went to Colorado to train their financial counselors on how the product worked and help them understand the data so they could begin to use the tool with their patients. But then I was asked if I wanted to see the tool in action. Nothing could have prepared me for the experience of interacting directly with a patient who benefited from this tool – a woman who seemed visibly shaken when the financial counselor and I first met her in one of our client’s medical centers. After the financial counselor explained why we were there, she began to work her way down a list of questions prompted by Experian’s tool, asking about the patient’s annual income, household size and disabilities. After two minutes of questioning, the counselor hit “save” on the responses, and immediately the results came up on the screen. “Good news – you qualify for a 100 percent discount through our Medical Financial Assistance program,” the counselor said. “Your medications, stay and follow-up visits will all be covered.” The patient had trouble processing this information at first. “Are you telling me that now I can focus on getting better, and I don’t have to think about my medical bills?” This realization brought her to tears of relief. Her time in the waiting room had been plagued with thoughts of how she couldn’t afford her hospital stay, despite how much she needed medical attention. With our help, those thoughts were put to rest. With Experian’s tool, patients like this woman no longer need documents to prove their annual income. And healthcare providers don’t need to manually calculate whether and how they can provide financial support. After our meeting with this patient, the financial counselor told me she was so moved she was shaking. “It is inspiring to so tangibly be able to help our patients,” she said. I agree. I’m glad that through data, I’m helping healthcare organizations give patients financial peace of mind when they need it most. Read more #ExperianStories from our colleagues around the world.
Consumers are constantly on the go, and expect and deserve highly personalized communications. But how do marketers adapt to this new reality?
I’m a Marketing Specialist with Experian’s shared Marketing and Innovation department, which means my team and I work with different business units within Experian to strategize and build email marketing campaigns for our clients and prospects. My role in marketing is largely driven by analytics. I help my clients strategize and develop emails that get deployed to consumers who might be looking for better access to credit or information to make decisions for their business. I help my clients create a communication strategy rooted in data, then review the performance of their campaigns to analyze how they can improve their communications in the future. I can definitely tell when my work is making a difference. Often businesses make marketing decisions based on gut feelings—like randomly choosing to add a green button to an email campaign rather than a red button simply because they like that color better. Without the numbers behind that decision-making process, they’re simply relying on feelings. But when I come in using data from the campaign, I can prove that the green button drove 50 percent more click-throughs than the red one, for example. Recently I developed a training guide for marketers to help them learn more about email marketing analytics and how they can use data to transform how they communicate with their own clients and consumers. Whenever a marketer deploys emails, they want to know and understand how the campaign performed. I have often found, however, that marketers shy away from even basic metrics like click-through rates because they think the numbers are too difficult to understand, or they don’t know how to properly gather that information. The guide I built gives our clients some of the tools they need to pull the metrics and break down the numbers. Once a marketer understands the story the data is telling them, they can begin to improve on subject lines, calls to action and other email campaign components to better reach their audiences and drive revenue. In other words, they can improve their businesses and address their customers’ needs better by relying on data instead of gut feelings. Read more #ExperianStories from our colleagues around the world.
This rapid growth in data collection is creating strong demand for data scientists, and there is a shortage of data scientists with extensive experience in the field.
Emad Georgy, global CTO of Experian Marketing Services, explains how marketers can enhance customer journey to attain success in their business.
Experian has expanded its growing North America DataLabs in San Diego to further innovation and enable leading data scientists to help clients and businesses solve strategic marketing and risk management problems through advanced data analysis processes, research and development.
Click here to listen to the interview in SoundCloud. This Bloomberg Business Radio interview with Eric Haller, executive vice president of Experian DataLabs, covers Experian’s innovative approach to using big data and social media to help small businesses with credit verification.