By analyzing the Q&A portions of earnings and conference calls, Rice University researcher found that outlooks and verbiage varied between people with cultural differences. rawpixel.com/Pexels

It's Alibaba's latest earnings call, and CEO Daniel Zhang is fielding questions during a Q&A. An analyst from the U.S. thinks Zhang sounds cautious, and leaves his forecast as is. But another analyst, who grew up in Shanghai as Zhang did, notes a certain cheerful nuance in his tone. After the call, she revises her earnings forecast for Alibaba upward. The market jumps.

It's an anecdote reported from earnings calls time and again: when an analyst and manager both come from the same, collectivist culture, the analyst somehow seems able to discern unspoken meaning in the manager's tone. This ability to detect underlying optimism or pessimism prompts these analysts to adjust their forecasts ⁠— and the market responds.

In a recent study, Rice Business professor Patricia Naranjo proved that this unspoken communication is real. When both analyst and manager in an earnings call come from collectivist cultures ⁠— that is, cultures that prize the group over the individual ⁠— the effect on the market is measurable,

Working with colleagues Francois Brochet of Boston University and Gregory S. Miller and Gwen Yu from the University of Michigan, Naranjo found that after an earnings conference call, markets responded more dramatically to revisions from analysts who had the same, collectivist ethnicity as the C-suite executives who spoke. The results suggest these "intra-cultural analysts" play a key role in getting stock prices to reflect managers' true outlook.

To measure this phenomenon, Naranjo and her team first amassed a sample of English-language earnings conference call transcripts from 2002 to 2012. The calls occurred within the three days around an earnings announcement. The final sample consisted of 57,740 conference calls held by 5,021 unique firms from across the globe.

The 24,901 executives from 42 countries who took part in the calls were mostly CEOs and CFOs, but there were also COOs, CMOs and IROs, among others. Of the managers, six percent were female and ten percent had a post graduate education. The average age of the executives was 52.77.

The researchers began with the premise that ethnicity helps shape an outlook that is either more or less individualistic. The researchers then assigned managers and sell-side analysts to likely ethnic groups, based on first and last names and an ethnicity-name matching technique. Assigned groups included Anglo-Saxon, Chinese, European, Hispanic, Indian, Japanese, Korean, Russian/Slavic, and Vietnamese.

Next, the researchers measured each ethnicity's individualism outlook, using an index based on analysis of 88,000 IBM employees in 72 countries. Unsurprisingly, Anglo-Saxons rated the highest on the individualism scale, followed by Europeans. Koreans and Chinese were the least individualistic, and were categorized as more group-oriented.

Now it was time to test the hypothesis. Did managers from more individualistic cultures have a more optimistic tone during conference calls? The prediction was based on psychology research showing that independent cultures – typically Western ⁠— place more emphasis on influencing individuals through shows of self-confidence and optimism. Because Q&As tend to be more spontaneous than scripted calls, Naranjo and her colleagues zeroed in on the Q&As to conduct their analysis. Their hypothesis proved correct: the managers from individualistic cultures did indeed speak with a more positive tone during the calls. They also used more first-person pronouns as they spoke.

The finding held true even for executives from individualistic cultures who had studied or worked in group-oriented cultures. Though these executives weren't quite as positive-sounding as counterparts who hadn't spent time in group-oriented cultures, the researchers concluded that the cultural traits the executives inherited from their native ethnic group were long-lasting.

Overall, the researchers also found, CEOs tended to speak more positively and use more singular first-person pronouns on average. Female managers used less optimistic language, and older managers tended to adopt a more pessimistic tone, but also used more singular first-person pronouns.

Finally, those analysts who shared a group-oriented cultural background with the managers on a conference call responded more strongly to the managers' tone ⁠— suggesting that they recognized the effect of culture on a speaker's tone of voice. Collectivist managers, as a rule, used less optimistic language.

When Naranjo's team studied individualistic analysts matched with group-oriented managers, the analysts' response was not as strong. Nor was there any pronounced special response when an analyst from a group-oriented culture was paired with an individualistic manager. When analysts are from different backgrounds as managers, in other words, there's no evidence that they will strongly revise a forecast in response to tone.

For investors tuning in to company conference calls, the findings speak volumes. For analysts and executives who share the same, collectivist background, important messages can go unspoken ⁠— and still be understood. Not only that, but when these "intra-cultural analysts" read between the lines and act on their intuitive cultural knowledge, the markets listen. Investors should take note as well.

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This article originally appeared on Rice Business Wisdom.

Patricia Naranjo is an assistant professor of accounting at Jones Graduate School of Business at Rice University.

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CultureMap Emails are Awesome

Houston startups raise funding, secure partnerships across space, health, and sports tech

short stories

It's been a new month and a few Houston startup wrapped up November with news you may have missed.

In this roundup of short stories within Houston startups and tech, three Houston startups across health care, space, and sports tech have some news they announced recently.

Houston digital health company launches new collaboration

Koda Health has a new partner. Image via kodahealthcare.com

Houston-based Koda Health announced a new partnership with data analytics company, CareJourney.

"This collaboration will aim to develop benchmarking data for advance care planning and end-of-life metrics," the company wrote on LinkedIn. "Koda will provide clinical and practice-based expertise to guide the construction of toolkits, dashboards, and benchmarks that improve ACP programs and end-of-life outcomes."

Koda Health announced the partnership in November..

“Beyond the checkbox of a billing code or completed advance directive, it’s important to build and measure a process that promotes thoughtful planning among patients, their care team, and their loved ones,” says Desh Mohan, MD, Koda's chief medical officer, in the post.

CareJourney was founded in 2014 in Arlington, Virginia.

"I'm hopeful next-generation quality measures will honor the patient’s voice in defining what it means to deliver high quality care, and our commitment is to measure progress on that important endeavor," noted Aneesh Chopra, CareJourney's co-founder and president.

Sports tech startup raises $500,000 pre-seed investment

BeONE Sports has created a technology to enhance athletic training. Photo via beonesports.com

Houston-founded BeONE Sports, an athlete training technology company, announced last month that it closed an oversubscribed round of pre-seed funding. The company announced the raise on its social media pages that the round included $500,000 invested.

Earlier in November, BeONE Sports completed its participation in CodeLaunch DFW 2022. The company was one of six finalists in the program, which concluded with a pitch event on November 16.

Space tech company snags government contracts

Graphic via cognitive space.com

The U.S. Air Force has extended Houston-based Cognitive Space’s contract under a new TACFI, Tactical Funding Increase, award. According to the release, the contract "builds on Cognitive Space’s work to develop a tailored version of CNTIENT for AFRL to achieve ultimate responsiveness and optimized dynamic satellite scheduling via a cloud-based API.

The $1.2 million award follows a $1.5 million U.S. Air Force Small Business Innovation Research award that the company won in 2020 to integrate CNTIENT with commercial ground station providers in support of AFRL’s Hybrid Architecture Demonstration program.

“The TACFI award allows Cognitive Space to continue supporting AFRL’s vitally important HAD program to help deliver commercial space data to the warfighter,” says Guy de Carufel, the company’s founder and CEO, in the releasee. “CNTIENT’s tailored analytics platform will enable HAD and the GLUE platform to integrate modern statistical approaches to optimize mission planning, data collection, and latency estimation.”

Houston airport powers up new gaming lounge for bored and weary travelers

game on and wheels down

Local gamers now have a new option to while away those flight delays and passenger pickup waits at Hobby Airport.

Houston's William P. Hobby Airport is now one the first airports in the country to offer what's dubbed as the "ultimate gaming experience for travelers." The airport has launched a premium video game lounge inside the international terminal called Gameway.

That means weary, bored, or early travelers can chill in the lounge and plug into15 top-of-the-line, luxury gaming stations: six Xbox stations, five Playstation stations, four PC stations, all with the newest games on each platform. Aficionados will surely appreciate the Razer's Iskur Gaming Chairs and Kraken Headsets, along with dedicated high speed internet at each PC station.

The Gameway lounge pays homage to gaming characters, with wall accents that hark to motherboard circuits Crucial for any real gamer: plenty of sweet and savory snacks are available for purchase to fuel up on those fantasy, battle, or sporting endeavors. As for the gaming console stations, players can expect high definition screens, comfortable seating, and plenty of space for belongings.

Make video games a part of your pre-flight ritual. Photo courtesy of Gameway

This gaming addition comes just in time for the holiday rush, when travelers can expect long lines, delays, and are already planning for extended time for trips. As CultureMap previously reported, Hobby will see a big boost in travelers this season — the largest since 2019. Now, those on a long journey can plug in, decompress, and venture on virtual journeys of their own.

Texan travelers may be familiar with Gameway; the company opened its first two locations at Dallas Fort-Worth Airport. The buzzy lounge an industry wave of acclaim: Gameway was awarded Best Traveler Amenity in 2019 at the ACI-NA Awards and in 2020, voted “Most Innovative Customer Experience” at the Airport Experience Traveler Awards, per press materials.

Two new locations followed in 2021: LAX Terminal 6 and Charlotte Douglas International Airport. The first of Gameway's Ultra lounge brand opened in September at Delta's Terminal 3 in LAX.

Gaming culture is a way of life in the Bayou City , which hosts Comicpalooza, the largest pop culture festival in Texas, and is home to several e-sports teams, including the pro esports squad, the Houston Outlaws.

A delayed flight never seemed so ideal for gamers flying out of Hobby. Photo courtesy of Gameway

“Gameway is the real reason to get to the airport early,” said Co-Founder Jordan Walbridge in a statement. “Our mission is to upgrade the typical wait-at-the-gate experience with a new stimulating, entertaining option for travelers of all ages.”

Here's guessing Hobby might just see an increase in missed or late flight arrivals — as travelers simply must beat those big bosses, solve puzzles, or win sports matches in the lounge.

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This article originally ran on CultureMap.