Houston area gets failing score on social distancing, according to report

We got an F

Houstonians apparently aren't so good at the whole social distancing thing, according to data from a new report. Photo by Getty Images

According to a study that evaluated social distancing execution in counties, the Houston area didn't do so well and earned failing scores all around.

A widely used social distancing scoreboard from Unacast, a provider of location data and analytics, shows only one county in the Houston area — Austin County — received a grade above an F for social distancing as of May 20. But Austin County doesn't have much to brag about, since its social-distancing score is a D-. The Houston area's eight other counties, including Harris, flunked.

Relying on a huge storehouse of cellphone data, the Unacast scoreboard measures social distancing activity on a daily basis in every state and county compared with activity before the coronavirus outbreak. The scorecard assigns a letter grade of A through F based on current social-distancing behavior.

Each grade takes into account three factors:

  • Percentage change in average distance traveled compared with the pre-coronavirus period
  • Percentage change in visits to nonessential places compared with the pre-coronavirus period
  • Decrease in person-to-person encounters compared with the national pre-coronavirus average

So, how did Harris County, for instance, fare in those three categories? On May 20, its grade in each category was an F. Why? Because it had less than a 25 percent reduction in average mobility (based on distance traveled), less than a 55 percent reduction in nonessential visits, and less than a 40 percent decrease in "encounters density" compared with the national average.

The scoreboard indicates Harris County's grades have bounced around. On April 4, for example, Harris County received an A in the nonessential-visit category for reducing those visits by at least 70 percent.

Dr. Peter Hotez, dean of the National School of Tropical Medicine at Baylor College of Medicine in Houston, said in an interview published May 20 that he's worried the easing of social distancing in Houston will lead to a spike in coronavirus cases.

"I think here in Houston we're underachieving in a lot of aspects in public health, and it's no fault of the … public health leaders," Hotez said.

In Texas, the Houston area isn't alone in its apparent failure, at least recently, to adhere to social-distancing guidelines.

On May 20, not a single county in the Austin, Dallas-Fort Worth, and San Antonio metro areas earned higher than a D on the Unacast report card.

All five counties in the Austin area got F's, as did all 13 counties in Dallas-Fort Worth, according to the scoreboard.

But as with Harris County, other metro areas' scores in individual categories have fluctuated over time. Here are a few examples:

  • On April 4, Travis and Dallas counties earned an A for at least a 70 percent reduction in nonessential visits.
  • On April 11, Tarrant County received a B for a 55 percent to 70 percent drop in average mobility.

In the San Antonio area, Bandera County earned the highest grade (D) of any county in the state's four major metros. Atascosa and Medina counties eked out grades of D-, while the remainder of the area's counties wound up in the F column.

In line with trends for its major-county counterparts, Bexar County's social distancing scores in individual categories have gone up and down. On April 11, for example, Bexar County earned a B for a 55 percent to 70 percent decline in average mobility.

The scores for the state's major metros appear to reflect the recent loosening of stay-at-home restrictions across Texas. But health experts still recommend sticking with social-distancing measures to slow the spread of the coronavirus. In fact, Unacast points out that the World Health Organization and the U.S. Centers for Disease Control and Prevention (CDC) cite social distancing as the "most effective way" to combat coronavirus infections.

Unacast says it launched the social-distancing scoreboard in March to enable organizations to measure and grasp the efficiency of local social-distancing efforts.

"Data can be one of society's most powerful weapons in this public health war," Thomas Walle, co-founder and CEO of Unacast, says in an April 16 release.

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This article originally ran on CultureMap.

A Houston company focused on event production is helping its clients navigate a socially distant, increasingly digital time. Photo courtesy of VISION Production Group

Houston entrepreneur turns focus to digital connections during COVID-19 outbreak

Q&A

It's no secret that the events and conferences of the world have been hit hard by the coronavirus as everyone focuses on staying home and socially distant. But for a Houston entrepreneur who's worked for over a decade in event production, she sees an opportunity to advance her clients' digital presences.

Tracey Shappro, CEO and founder of Houston-based VISION Production Group, has had to reinvent the way brands and companies could interact with their audiences and get their message out.

"We've got to leverage all of these ways to communicate that are not based on group experiences," she tells InnovationMap. "And I think this position is really going to help our clients make the right decisions and [allow them to] have options on how they want to communicate and engage their audiences."

Shappro sat down with InnovationMap to talk about how to use technology to make events virtual due to the coronavirus pandemic.

InnovationMap: You’ve previously said you became a business owner, almost by accident. How did you decide to start a business?

Tracey Shappro: I never intended to be a business owner. I started the company, simply out of really a work ethic and a sense of responsibility. I had been working at another production company on staff for 13 years as their senior producer. One day the owner announced that he was shutting the doors down literally that same day, and I, like everyone else that worked at that company, was suddenly unemployed.

But at the same time, I was in the middle of producing all of these important projects for clients. There was just no way I was going to let these people down, and I put my own money into starting a company really quickly. I just thought I was going to finish these projects and then look for a full-time job. But, you know, fast forward that was 10 years ago.

VISION is celebrating our 10 year anniversary with a very impressive client roster started with one employee and we've grown to 10 people who are very talented producers and editors and the animators, and we have creative visual artists on staff. And through that time, we've also expanded our service offering from our core in video production to all types of event production services, and we've expanded it to interactive and virtual reality and augmented reality, projection mapping.

IM: VISION has been creating immersive experiences for Greater Houston Partnership, major sports events from the Super Bowl to the Houston Rodeo. How has technology like virtual and augmented reality and 3D mapping influenced Houston’s biggest events?

TS: Well, we're in the business of what I call experience design. We look at all the stakeholders, the clients, sponsors, attendees as the stakeholders or the audience, and we understand storytelling and the producing of content. We use all of that to create perspective and to create an experience and in tandem with that, we seek out the right presentation technology to exceed that goal to use technology to persuade, and influence opinions, change perceptions.

For all the clients that you just mentioned, we use appropriate technology, but it's not technology just for technology's sake. It has to have to work and it has to work for the audience and the intended audience, whether it's a live event, or a side of a building where we're doing projection mapping. These days, we're doing more streamed events or a pre-produced packaged event.

We're doing a lot of permanent installation and interactive touch and, and even augmented reality, which is taking off for a lot of corporate clients who are wanting to really showcase their projects or their products and how they work.

IM: The cancelation of the Houston Rodeo has affected many vendors and business owners. How has this affected VISION and its employees?

TS: Well, it's really strange and surreal across industries, many businesses and organizations are right now facing you know canceling or postponing their events or their meetings or conferences. These are engagements that they really depend on. All of these companies still have a need to get their message out and they still have a need to engage their customer and they need to sell the products or services and they need to enlist support for that.

None of that goes away. Right now this is an opportunity really for VISION to do what we do best. We help companies engage their target audiences in innovative and effective ways. We're encouraging our clients now to really shift their thinking. Instead of canceling their event, we're showing them how to reinvent their events into an alternate format.

At times when you can't meet face to face, it puts a need on more of the other things like pre-produced package events, and marketing and virtual meetings and all types of streamed events. All these things become even better business tools, and we have been in this business for a long time. It's really working with our clients to protect developing business.

We're taking the same experience that they want it to originate through live event execution and crafting it and reshaping it into a visual and sensory experience that they can still engage their audiences with remotely or bringing a brand to life remotely.

IM: As the coronavirus outbreak continues and people take social distancing measures seriously, how do you see this affecting projects for this year? How will you adapt?

TS: We actually have a pretty robust plan, in anticipation of all of this we assigned teams. We have a communication strategy, and it's in full gear for two to four weeks. So we were prepared to do all of this from home and remotely.

The thing that changes is some of the tools we use. Obviously, live events are not going to be the main focus right now, but there are other tools like staging and production. And so again, we shift to our virtual service offerings. And no matter what we're doing, clients will need our strategy. They need our producer services, they need our production management, and they need our expertise. It's just the end deliverable.

IM: How can technology help during this crisis? Does this expand or contract business?

TS: Technology is evolving. We know, it's our job to keep abreast of it. And we strive to stay one step ahead of it. And augmented reality and virtual reality is a great example. Several years ago, we went down the path of virtual reality and helped clients really understand that type of immersive experience. And then augmented reality really took off.

We've been leaders in offering all types of augmented reality services. It's really very exciting. It's like surfing the world, if you will, with your own layer, augmented reality over it. The possibilities are just endless.

But now looking at the situation we're in with the coronavirus all of these technologies are even more important. We've got to leverage all of these ways to communicate that are not based on group experiences. And I think this position is really, going to help our clients make the right decisions and they can have options on how they want to communicate and engage their audiences. We're working right now with two clients in a very progressive manner.

IM: What are those two projects and how have they pivoted?

TS: We're working with The Kinder Institute for Urban Research. Every year we produce their 1,800 attendees annual luncheon, showcasing Steven Kleinberg's renowned Houston area survey, which is a coveted piece of information and data that helps steer the community forward. We've shifted into producing and packaging their thought of it now into a pre-produced virtual experience that will air at the same time as the original luncheon. It will be available online in perpetuity for probably a year until the next one.

We're still able to use technology to still engage their audience and this will actually extend their audience to new audiences that may not have participated before, and we're also in pre-production of a broadcast version of the Holocaust Museum Houston's Moral Courage Award. It will be just like turning on a television show — we're taking them from the original goals of the live event and producing it into a 60-minute show that they can now send out to their attendees, who can still participate and we can still honor all these great amazing people who are deserving of the moral courage award. We can help them grow their audiences through virtual technology.

So again, what is the need? What is the goal, what is the best technology to use to create impact and to share brand stories? We can use our storytelling and capabilities and our production value for a really great experience for viewers at home who are watching this to be engaged in.

IM: What's next for VISION?

TS: We're going to do everything we can to help our clients in these very strange times. We're going to be leaders in helping them push out their objectives. We're going to step up and do what we can to help people communicate with you times like these, you know, communication is key. We do this for a living and we really want to help make a difference. We care. We know our clients care, and right now we're going to focus on helping our clients connect.

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This conversation has been edited for clarity.

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Rice University MBA programs rank among top 5 in prestigious annual report

top of class

Rice University’s Jones Graduate School of Business MBA programs have been ranked among the top five in the country again in The Princeton Review’s 2025 Best Business Schools rankings.

The university's MBA program in finance earned a No. 3 ranking, climbing up two spots from its 2024 ranking. Finance MBA programs at the University of Virginia's Darden Graduate School of Business and New York University's Leonard N. Stern School of Business were the only ones to outrank Rice, claiming No. 2 and No. 1 spots, respectively.

Rice's online MBA program was ranked No. 5, compared to No. 4 last year. Indiana University's Bloomington Kelley School of Business' online program claimed the top spot.

“These rankings reflect the commitment of our faculty and staff, the drive and talent of our students and the strong support of our alumni and partners,” Peter Rodriguez, dean of Rice Business, said in a news release. “They are exceptional honors but also reminders — not just of our top-tier programs and world-class faculty and students but of our broader impact on the future of business education.”

Rice also ranked at No. 6 for “greatest resources for minority students."

The Princeton Review’s 2025 business school rankings are based on data from surveys of administrators at 244 business schools as well as surveys of 22,800 students enrolled in the schools’ MBA programs during the previous three academic years.

"The schools that made our lists for 2025 share four characteristics that inform our criteria for designating them as 'best': excellent academics, robust experiential learning components, outstanding career services, and positive feedback about them from enrolled students we surveyed," Rob Franek, The Princeton Review's editor-in-chief, said in a press release. "No b-school is best overall or best for all students, but to all students considering earning an MBA, we highly recommend these b-schools and salute them for their impressive programs."

Rice's finance program has ranked in the top 10 for eight consecutive years, and its online MBA has ranked in the top five for four years.

Rice and the University of Houston also claimed top marks on the Princeton Review's entrepreneurship rankings. Rice ranks as No. 1 on the Top 50 Entrepreneurship: Grad list, and the University of Houston ranked No. 1 on Top 50 Entrepreneurship: Ugrad. Read more here.

Houston named ‘star’ metro for artificial intelligence in new report

eyes on AI

A new report declares Houston one of the country’s 28 “star” hubs for artificial intelligence.

The Houston metro area appears at No. 16 in the Brookings Institution’s ranking of metros that are AI “stars.” The metro areas earned star status based on data from three AI buckets: talent, innovation and adoption. Only two places, the San Francisco Bay Area and Silicon Valley, made Brookings’ “superstar” list.

According to Brookings, the Houston area had 11,369 job postings in 2024 that sought candidates with AI skills, 210 AI startups (based on Crunchbase data from 2014 to 2024), and 113 venture capital deals for AI startups (based on PitchBook data from 2023 to 2024).

A number of developments are boosting Houston’s AI profile, such as:

Brookings also named Texas’s three other major metros as AI stars:

  • No. 11 Austin
  • No. 13 Dallas-Fort Worth
  • No. 40 San Antonio

Brookings said star metros like Houston “are bridging the gap” between the two superstar regions and the rest of the country. In 2025, the 28 star metros made up 46 percent of the country’s metro-area employment but 54 percent of AI job postings. Across the 28 metros, the number of AI job postings soared 139 percent between 2018 and 2025, according to Brookings.

Around the country, dozens of metros fell into three other categories on Brookings’ AI list: “emerging centers” (14 metros), “focused movers” (29 metros) and “nascent adopters” (79 metros).

Forecasting retail sales just got smarter, thanks to Google searches

houston voices

Imagine being able to predict the future of retail sales — not with months-old economic reports, but with real-time digital breadcrumbs left behind by consumers. Thanks to new research from K. Ramesh (Rice Business) and Gary Lind (University of Pittsburgh), that future is already here.

Key findings

  • Search trends predict future retail revenue — up to three quarters ahead.
  • Markets don’t fully price in search-based insights, especially before earnings announcements.
  • Trading strategies using search data outperform traditional asset-pricing models by 2–3%.
  • Analysts often underuse this data, resulting in predictable forecast errors.
  • At the macro level, search trends closely track — and often lead — official retail sales and GDP.

Their study shows that Google search trends are powerful predictors of consumer demand, capable of forecasting U.S. retail sales up to three quarters in advance. The implications span industries and audiences — from Wall Street traders to Main Street retailers, and from data-driven CFOs to curious business students.

A smarter, faster crystal ball for retail demand

Retail sales drive nearly 70% of U.S. gross domestic product (GDP), making them one of the most important indicators of economic health. Yet traditional forecasting relies heavily on backward-looking data and broad economic indicators. Ramesh and Lind’s work offers a leap forward: search data from Google Trends — publicly available and easy to use — can offer a faster, more precise signal of where sales are headed.

“If you want to understand consumer demand,” says Ramesh, the Herbert S. Autrey Professor of Accounting at Rice Business, “look at what people are searching for — not just what companies report after the fact. These digital footprints can tell us where revenue is going, often before the market catches up.”

This low-cost approach stands in stark contrast to expensive alternatives, such as satellite images of parking lots, in-store foot traffic from mobile data, or retail scanner feeds — tools often reserved for hedge funds and large institutional investors. Google Trends offers a scalable, accessible option for anyone seeking insight into consumer behavior.

Why this matters for investors and analysts

The researchers analyzed search patterns for nearly 200 publicly traded U.S. retail companies between 2004 and 2019. They found that firms with rising search volumes tend to report higher revenues — often well before analysts or investors react.

In fact, investment strategies built around these trends earned 2–3% higher returns than traditional models would predict. And most of these gains were concentrated around earnings announcements — a sign that markets were slow to recognize what search data had already revealed.

The advantage is even more striking for companies that fly under Wall Street’s radar. For firms with limited analyst coverage, the predictive power of search data on stock performance was more than 80% stronger.

A new tool for analysts — if they’ll use it

Despite the clear signal in the data, the study finds that analysts routinely fail to incorporate search-based insights into their forecasts. That gap translates into missed revenue predictions and market inefficiencies — which sophisticated investors can exploit.

“The search data are out there,” says Lind, a Rice Business Ph.D. ’19 graduate now on faculty at Pitt Business. “They’re public, powerful, and free. Analysts who ignore them are missing an opportunity.”

The impact of this research extends well beyond equity markets. By aggregating Google search data across the retail sector, the authors found strong alignment with U.S. Census retail sales figures and GDP trends. In other words, these digital signals reflect not just firm-level interest, but macroeconomic momentum.

A data wake-up call

This makes search trends a potentially valuable early-warning system for policymakers, central banks, and anyone responsible for interpreting the economic landscape. During volatile or uncertain periods, such tools could offer precious foresight into shifting consumer behavior.

In a digital era where consumers research before they shop — whether online or in-store — it’s no surprise that their Google queries leave valuable clues. What’s surprising is how often businesses, investors, and even economists still overlook them, Ramesh says. “Search data is a goldmine. And it's just sitting there, waiting to be used.”

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This article originally appeared on Rice Business Wisdom.

Lind and Ramesh, “Using Internet Search Data to Predict Aggregate Retail Sales and Enhance Firm-Level Revenue Expectations,” Contemporary Accounting Research (April 2025): 1-32. https://doi.org/10.1111/1911-3846.13043.

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