How to think outside the box — according to research

create change

What happens to creativity when those who use a particular thinking style tried a different approach? Getty Images

Creativity is an essential ingredient in problem-solving, and the importance of "thinking outside the box" has been stressed in nearly every context imaginable, business or otherwise. But that mantra assumes — wrongly — that we all start off thinking inside the same sort of cognitive box.

Instead, each person has a distinctive cognitive style: some of us, for example, are more intuitive, and others approach the world more rationally. What happens to creativity when those who use a particular thinking style tried a different approach?

Rice Business Professor Erik Dane decided to investigate. Along with colleagues Markus Baer of Washington University in St. Louis, Michael Pratt of Boston College, and Greg Oldham of Tulane University Dane studied typical thinking styles, rational versus and intuitive, and how resisting the most familiar one can affect creativity.

Rational thinkers, the professors noted, learn information deliberately and engage in thoughtful analysis. They depend on a linear, or sequential, way of processing information. Intuitive thinking, meanwhile, is an unconscious way of processing information. It's essentially the opposite of rational thinking: quick and holistic, rather than deliberate and comprehensive.

When a rational thinker faces a problem, her mind goes through multiple stages, tapping relevant mental data bases and coming up with alternative solutions. Her mind evaluates and refines these scenarios to choose the best possible solution to the problem.

An intuitive thinker, on the other hand, goes with his gut. Many researchers believe this type of thinking sparks creativity because it integrates so many different pieces of experience.

To explore what happens when one type of thinker follows a different approach, Dane and his fellow researchers colleagues gave test subjects a scenario. How could they get more students to come into a gift shop? Participants first had to come up with ideas using either an intuitive or a rational problem-solving approach. Then they filled out a short questionnaire. Afterward, the professors evaluated the ideas as creative or not creative, based on originality and usefulness.

When a participant wasn't used to rational thinking and had to problem-solve using a more rational approach, he or she came up with more creative ideas, the researchers found. This, the researchers said, suggests it's worth encouraging intuitive thinkers to change up their problem-solving style to come up with new ideas.

Curiously, it's relatively easy to influence a person's cognitive approach to a problem, the researchers found. At the same time, the research didn't suggest that either approach — rational or intuitive thinking — was inherently better than the other. In fact, they wrote, future research on the topic ought to analyze what happens when subjects are encourage to take a hybrid rational-intuitive approach.

In the meantime, whether you're trying to lure customers to your new coffee shop, or figuring out the best ending to your crime novel, try attacking the problem with the thinking style that's least familiar to you. To truly think outside the box, the first thing to do is peer over the side to see what style of thinking most often boxes you in.

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This article originally appeared on Rice Business Wisdom.

Erik Dane is an associate professor of management at the Jones Graduate School of Business at Rice University.

Researchers found that there's still very little conceptual explanation for how individual creative attempts become organizational innovation. Getty Images

Researchers find there's not much data on how creativity becomes change in the workplace

Houston Voices

Innovation and creativity are crucial tools that all businesses need in order to prosper. Research into how these tools work covers a broad area and crosses various disciplines. In the past, much of this research has been divided: One side looked at innovation, which focuses on how ideas are implemented, while the other examined creativity, which focuses on coming up with new ideas. Rice Business Professor Jing Zhou and colleagues addressed this divide by reviewing research going back a little more than a decade, looking for key measures that could be used as guidelines for future research.

Zhou and her colleagues began their work by reviewing the practical and theoretical perspectives of innovation and creativity in the workplace. They then created a framework for future research after identifying prominent theories.

Before getting started, however, they needed clear definitions for both innovation and creativity. Creativity, Zhou proposed, centers on idea generation. It's the first step toward innovation. Innovation, she concluded, stresses the implementation of ideas. This happens at different levels: individual, team, organization, or across multiple levels.

At the team level of innovation, research has progressed significantly, the authors found. They suggest that researchers now focus on other aspects of team-level research, such as team environment, leadership and facilitators of workgroups.

At the organizational level, Zhou and her colleagues found that numerous studies looked at the factors that influence innovation. But, they concluded, there's still very little conceptual explanation for how individual creative attempts become organizational innovation.

The team's review reveals the enormous strides that researchers have made in the field of creativity and innovation in recent years, and clarifies how their studies have been used by different organizations.

Despite advances in the field, however, there are still shortcomings. Many studies, for example, are hampered by problematic research approaches. Some lack theoretical groundwork and few take an inclusive approach to multi-level studies.

Zhou and her colleagues argue that addressing these limitations would be a tremendous leap forward in understanding creativity and innovation in the workplace. Without innovation, companies can't prosper and progress. The same holds true for academic research into these lifelines of business success: It will need to expand and dig deeper or cease to be relevant in practice.

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This article originally appeared on Rice Business Wisdom.

Jing Zhou is the Houston Endowment Professor of Management and Director for Asian Management Research and Education at Jones Graduate School of Business at Rice University.

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Houston ranks among world’s top 30 emerging startup ecosystems

Startup Status

Long known as the Energy Capital of the World, Houston also ranks among the world’s top 30 emerging startup ecosystems, according to a new report.

The report from Startup Genome, a research and advisory organization, doesn’t assign a specific numeric ranking to Houston’s startup ecosystem. Rather, it puts Houston in the ranking range of 21 to 30 for emerging ecosystems. Startup Genome weighed factors such as early-stage funding, performance and talent to identify the top emerging ecosystems.

Houston also gained notice for being one of the world’s 20 emerging ecosystems with at least four unicorn startups in the past 10 years. Houston and nine other ecosystems each had four unicorns.

According to StartupBlink, a startup research platform, Houston’s startup ecosystem grew 24 percent in 2025, with over 1,300 startups and total startup funding exceeding $808 million. StartupBlink places Houston at No. 46 among the world’s top 100 startup ecosystems.

In a recent post on LinkedIn, David Horsup, executive in residence at the Rice Alliance Clean Energy Accelerator, wrote that Houston “has all the ingredients to be wildly successful if it stays true to its differentiated pillars that drive the economy — energy, medical, and aerospace.”

Mumbai topped Startup Genome’s list of emerging ecosystems, followed by Istanbul, Madrid, Salt Lake City-Provo and Barcelona. After Salt Lake City-Provo, the top U.S. ecosystems were Phoenix, Detroit, Minneapolis and Las Vegas.

Silicon Valley led Startup Genome’s ranking of the world’s top established ecosystems, followed by New York City, London, Tel Aviv and Boston. Austin landed at No. 18 in this category and Dallas at No. 27.

“For much of the past decade, this report has chronicled the welcome dispersion of opportunity beyond the traditional hubs,” Startup Genome writes. “That trend has not died — but it has been complicated. Capital and scale are consolidating once more, particularly in the United States, and the gap between leading and emerging ecosystems is widening.”

KBR names C-suite duo to lead $5.3B government services spinoff

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In advance of the spinoff of its Mission Technology Solutions unit, Houston-based KBR has made two C-suite hires for the new business.

Michael LaRouche is coming aboard as president and CEO of the spinoff, currently called SpinCo, on Sept. 26. Nicholas Veasey is joining as executive vice president and chief financial officer on July 1.

“Michael and Nick bring a highly complementary combination of operational leadership, financial expertise, and mission-driven experience, and together they will accelerate our impact for stakeholders,” Stuart Bradie, chairman, president and CEO of publicly traded KBR, said in a news release.

LaRouche currently is CEO of Serco North America, a Herndon, Virginia-based government services contractor. Veasey most recently was CFO of MAG Aerospace, a Fairfax, Virginia-based defense contractor.

SpinCo, a government services contractor, will launch with more than $5.3 billion in annual revenue and 20,000 employees. KBR’s total headcount is around 36,000. Branding for SpinCo, including a formal name, will be revealed in July.

“SpinCo is positioned as a top-tier provider of differentiated technology solutions, anchored by deep mission expertise, global scale, and a relentless commitment to delivering for our customers,” LaRouche says.

After the spinoff, the slimmed-down KBR will focus on its Sustainable Technology Solutions business, a provider of energy and industrial technology that generated $2.5 billion in revenue in 2025. Bradie will remain chairman, president and CEO of the business.

Both SpinCo and the new KBR will be public companies. The spinoff is scheduled to be completed in January.

Experts: Houston's VC ecosystem has set the foundation — now we need scale

guest column

Fervo Energy went public earlier this summer. The Houston geothermal company priced its IPO at $27 per share, raised $1.89 billion, and opened the next morning at a market capitalization north of $10 billion. By most measures, it is the largest venture-backed cleantech IPO in history and an unambiguous win for Houston. It’s also a useful moment to look at where Houston's venture ecosystem stands and where it can go. The highlight: Houston's venture ecosystem has real foundations and, with increased company formation activity, can grow into the scale our city's ambitions deserve.

A Houston energy story in the national recovery

The recent uptick in Houston venture activity follows national trends. U.S. venture deal count contracted roughly 22 percent from its 2021 peak through 2024 before rebounding to about 16,700 rounds in 2025. Houston's 23 percent increase in VC funding from 2023 to 2024 is part of a national recovery of comparable magnitude over the same time window.

The energy sector is where Houston exhibits unique trends—and where the story turns clearly positive. (Houston's strong health and space sectors deserve their own separate consideration.) By deal count, energy-related rounds have accounted for 15 to 20 percent of Houston activity, roughly consistent over the past few years.

By capital, energy's share surged from about 14 percent in 2023 to over 60 percent in 2025, driven by a small number of large Houston-headquartered rounds, primarily in geothermal and related technologies. Fervo is the obvious anchor, but Sage Geosystems, Quaise Energy, Zeta Energy, Vaulted Deep, Applied Carbon and Mariana Minerals have all closed meaningful rounds. Houston is concentrated and accelerating as an energy capital market, an invaluable position to build upon.

From foundation to scale

The institutional pieces are in place. Greentown Labs, Activate, the Ion and others have built sector-specialized infrastructure most cities would struggle to assemble. Fervo itself is an alum of both Activate and Greentown Labs. Mercury Fund closed its $160 million Fund V, its largest ever. Houston Angel Network, GOOSE Capital, Fathom Fund, and broader pre-seed and seed capital coverage are here. The Houston $10 million-plus Series A list now includes 40 rounds since 2021, which break roughly into two eras. While 2021 to 2022 was biotech-heavy, with companies like Sporos Bioventures, RadioMedix, Cellenkos and Coya Therapeutics, 2024 to 2025 has tilted clearly toward energy, climate, and critical minerals, with Vaulted Deep, Applied Carbon, Mariana Minerals, Sage Geosystems and Ignis H2 Energy among them.

What’s less developed is the volume of seed-stage companies flowing into that capital. Imagine a dozen more Fervos coming out of that infrastructure over the next decade, each generating jobs, recycled founder capital, and the next wave of operators and angel investors. That is the kind of opportunity Houston has within reach if we build the company-formation pipeline to feed it. To be relevant on the national stage as a venture market, and to drive an economy the size of Houston's into the 2030s, the city needs to be doing closer to 20 Series A rounds per month rather than per year. That throughput implies roughly 1,000 seed rounds per year, feeding the funnel at a 20 percent to 30 percent graduation rate. Reaching such throughput depends on how many new founders Houston produces and how quickly our innovation ecosystem can help them achieve lift-off.

Houston in context

The comparative picture brings the scaling challenge into focus. Between 2021 and 2024, Houston-area startups closed between 126 and 153 disclosed venture rounds per year, against a national count between 9,854 and 14,125. That places Houston at a little over 1 percent of the U.S. deal count. For comparison, Austin ran about three times Houston's deal count each year.

At the Series A level, Houston closed between 12 and 24 rounds in any given year. The median Houston Series A across the period was about $10.7 million, compared with $15.4 million in San Francisco. Houston founders are raising fewer and smaller Series A rounds than founders in peer metros, which points directly to where Houston has the most room to grow.

The unicorn picture tells the same story. From 2021 through 2025, the U.S. produced 590 venture-backed unicorns. Four were Houston-based: Solugen and Axiom Space in 2021, Cart.com in 2023, and Fervo Energy in 2024. Adding HighRadius from 2020 brings Houston's all-time total to five. Austin added 19 over the same five-year window. The path from here is to make Houston's entries on lists like these less the exception and more the rule.

Where this leads

Houston has a real opportunity to become the deepest, most credible energy and climate capital market in the country, with the company formation, talent and operator density to support it. The data shows the foundation is already in place. Fervo, Solugen and the growing roster of energy-adjacent Series A graduates are proof. Fervo's IPO is the first of what should be many. Houston has not had a venture-backed cleantech liquidity event of this scale before, and the city now has one to reference, recruit against and build on. With increased company formation at the seed and pre-seed stages, a Fervo-scale outcome need not be a generational event in Houston, but instead, it can become part of a chain reaction powering the city's economy.

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Stephanie T. Schmidt, PhD, is the founder of a stealth startup, a Venture Fellow at Energy Transition Ventures, and an Executive MBA candidate at Rice University's Jones Graduate School of Business. Lawson Gow is the Chief Operating Officer of Greentown Labs. The full Houston VC landscape report is available at Energy Transition Ventures and CleanTech.Org.

Sources: Crunchbase, PitchBook-NVCA, Carta
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