The Trump administration has asked the healthcare sector to recommend regulations that agencies should scrap or dial back.
Abdulrazaq seeks collaborative approach to health funding as Kwara hosts 27th confab of Nigeria's health educators – Daily Trust
Governor AbdulRahman AbdulRazaq of Kwara State, on Monday, restated the administration’s commitment to strengthening health systems through investments in health promotion, prevention care and community engagement.
He said the government has greatly invested in the renovation and equipping of many primary and secondary healthcare facilities in the state and will do more.
The governor spoke in Ilorin at the opening ceremony of the 27th Annual National Conference of Nigerian Association of Health Educators (NAHE), with the theme: “Dimensions and Adaptation to Health and Illness Behaviours; Repositioning Health Education in Nigeria Healthcare System”.
“Our administration is working round the clock to ensure that our health workers are well-trained, that our schools incorporate health education into their curriculum, and that our citizens are equipped to make healthier decisions,” the Governor said Monday while declaring the Conference open.”
“Our government has huge investments in health care services in the state. We have renovated and equipped our primary healthcare centres and maternities across the state.
“The secondary health care facilities are not left out. This is in addition to frequent recruitment of health care personnel across all cadres into our workforce. Salaries and wages including promotion of health care workers are regular and prompt”.
The Governor was represented at the event by the Deputy Governor, Elder Kayode Alabi.
AbdulRazaq noted that the task of turning around the health sector requires a collective approach, soliciting for value partnerships with NAHE and other professional bodies.
He commended the organizers for the Conference, believing that the theme will stimulate rich conversations, innovative ideas, and practical solutions to the pressing health challenges we face as a nation.
He also praised the health care workers for their brilliant performance at duties especially during and after COVID-19 outbreak in the state.
“Twenty-seven years of consistent national conferencing is no small feat. It reflects your resilience, passion, and unwavering commitment to the health and well-being of Nigerians,” he added.
“We are confident that the outcomes of this conference will inform policy, improve practice, and contribute to the overall development of our people.”
The programme attracted senior government officials, including the Chairman Kwara Assembly Committee on Education Hon Muhammad Baba Salihu; Hon Joseph Bamigboye; Hon Lawal Ayanshola; Hon Mariam Yusuf Aladi;
some Local Council Chairmen such as Ekiti, Ifelodun, Asa, and Ilorin South; Olupako of Share, Oba Olawale Haruna Ilufemiloye; Onira of Ira, HRM Oba Abdulwahab Oyewole Oyetoro; Vice Chancellor, University of Ilorin Prof Wahab Egbewole SAN; VC Lagos State University of Education and Keynote Speaker, Prof Bidemi Lafiagi-Okuneye; local government education secretaries; stakeholders and students in the healthcare sector.
Prof Lafiagi-Okuneye, for her part, implored government at all levels to see health education not as an optional add-on or an ancillary service, but as a strategic imperative for sustainable national development.
She also called for an adequate investment in the sector, its full integration across relevant sectors, and provision of a robust, enabling policy environment for it to truly flourish.
“A healthy nation is indeed a wealthy nation, and effective health education is an unshakeable keystone of that foundation,” she said.
Earlier in his remarks, President of NAHE, Prof Shehu Raheem Adaramaja, said the conference sought to understand the multi dimensional aspects of health and illness behaviours, adapt health education approaches to meet contemporary challenges, and strengthen the integration of health education into Nigeria’s healthcare system for better outcomes.
Adaramaja, who is the Chairman, Kwara State Universal Basic Education Board (SUBEB), said despite the progress in the Nigerian healthcare system, the sector is still facing low health literacy and inadequate prioritization of preventive health education among other challenges.
He pointed out the need to continue to leverage technology, community engagement and policy advocacy towards seeing health education as a tool for behavioural change and sustainable health development.
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Judge approves $69M class action settlement in UnitedHealth 401(k) litigation – Star Tribune
Health Care
Following a Thursday court hearing in Minneapolis, the lead plaintiff in the case says Eden Prairie-based company “took the employees’ wealth.”
By Christopher Snowbeck
A federal judge in Minneapolis said Thursday he would approve a $69 million settlement in a class action lawsuit alleging UnitedHealth Group depressed the retirement savings of workers for years by selecting poorly performing investment options in the company 401(k) plan.
The litigation alleged “the fix was in” to retain investment funds managed by California-based Wells Fargo, in order to protect UnitedHealth Group’s significant business relationship with the big bank, which was buying employee health insurance from the company’s UnitedHealthcare division.
Last year, Judge John Tunheim of the U.S. District Court of Minnesota said the case could move forward after determining “a reasonable trier of fact could easily find” that Kim Snyder, the lead plaintiff in the case, caught the Eden Prairie-based company “with its hand in the cookie jar.”
UnitedHealth Group issued a statement Thursday that while it denied any allegation that the company failed to act in the best interest of plan participants, “this settlement allows all parties to put this matter behind them and move on.”
The litigation unearthed a 2018 email in which Chief Financial Officer John Rex complained Wells Fargo was shifting its insurance business away from UnitedHealthcare, even though Rex had “stepped in front of a freight train” to maintain Wells Fargo as the default retirement investment fund despite recommendations from an internal committee.
Snyder knew none of this when she first brought the case, she said in an interview following Thursday’s court hearing for final settlement approval.
After losing her job about four years ago with the company’s Optum division, Snyder reviewed her retirement savings, she said, and started questioning why the investments hadn’t grown more. A Detroit resident, Snyder, 64, is a nurse who worked remotely for Optum’s pharmacy business.
“I think they took the employees’ wealth,” Snyder said. “They took advantage of that, when [workers] were giving them money to invest … and used it for their own purposes. That was the freight train that nobody knew about.”
Wells Fargo sold off its asset management business years ago.
As of Thursday afternoon, Tunheim had not yet issued final paperwork cementing the settlement, but he said from the bench he would sign proposed orders drafted by attorneys without major changes.
The draft called for lawyers to receive one-third of the settlement fund, or $23 million, plus reimbursement of $735,162 in costs. The rest will be distributed among hundreds of thousands of retirement plan holders.
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Snyder, as the sole class representative, would also receive a service award of $50,000.
The $69 million settlement represents between 20% and 25% of likely potential recovery had plaintiffs prevailed in court, said Leigh Anne St Charles, a plaintiff attorney in Nashville who represented the class.
Only two out of more than 350,000 class members filed letters of objection to the settlement. Both asked the court to consider an alternate age-weighted distribution formula for payouts, St. Charles said, even though age and length of service already are implied factors in settlement distributions.
Each class member’s proportional share will be based in part on the balance they invested in certain Wells Fargo Target Date Funds at any time since April 23, 2015, according to a website with settlement details.
A settlement notice issued in the spring said class members don’t need to do anything to receive payment.
Current plan participants will receive their share in the form of a deposit into their plan accounts. Payments to former plan participants will be made directly by check unless they elect to receive funds via rollover to a qualified retirement account.
Snyder first filed her lawsuit in 2021.
In March 2024, Tunheim denied United’s push for summary judgment in the case, citing evidence that Rex requested “balance of trade” ledgers be produced showing how much business UnitedHealth Group conducted with Wells Fargo.
On one side of the ledger, UnitedHealth generated between $50 million and $60 million in revenue over four years as health insurance provider for Wells Fargo. On the other side, Wells provided substantial banking services to UnitedHealth, which was the bank’s “largest client and lifeline” in the market for target-date funds, the judge wrote.
The comparisons showed that, among the firms, UnitedHealth’s most profitable relationship was with Wells Fargo.
Christopher Snowbeck covers health insurers, including Minnetonka-based UnitedHealth Group, and the business of running hospitals and clinics.
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All major individual market insurers are seeking double-digit rate increases for 2026 in market that’s often a bellwether for general premium trends.
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“Demand is rising at the same point that supply is decreasing.”
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Staff who provide data to the vaccine panel have been pushed aside, according to health officials, raising doubts about the availability and cost of some vaccines this fall.
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All major individual market insurers are seeking double-digit rate increases for 2026 in market that’s often a bellwether for general premium trends.
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Sensex Today | Stock Market LIVE Updates: Nifty falls below 24,800 mark; PB Fintech shares decline over 3% – CNBC TV18
Drugmaker Alembic Pharma Ltd. announced on Wednesday, June 18, that the United States Food and Drug Administration (USFDA) has issued an Establishment Inspection Report (EIR) for the company’s API-III facility in Gujarat’s Karakhadi.
Here are a couple of stock recommendations by Jay Thakkar of ICICI Securities
Buy TVS Motor for a target price of ₹2,900-2,950 with a stop loss of ₹2,700
Buy Persistent Systems for a target price of ₹6,120-6,150 with a stop loss of ₹5,950
EaseMyTrip has partnered with OneBanc to transform corporate travel in India by integrating AI-driven solutions.
Drugmaker Alembic Pharma Ltd. announced on Wednesday, June 18, that the United States Food and Drug Administration (USFDA) has issued an Establishment Inspection Report (EIR) for the company’s API-III facility in Gujarat’s Karakhadi.
#JustIn | Infosys collaborates with #Adobe for marketing transformation with AI pic.twitter.com/7jqbfEZk1I
— CNBC-TV18 (@CNBCTV18Live) June 18, 2025
Tata Motors has introduced its first Euro VI-compliant staff bus in the Middle East and launched its Prima range of trucks in Qatar, expanding its commercial vehicle footprint in the region.
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Standard Chartered Plc is under regulatory scrutiny in India following detected lapses in derivative sales and weaknesses in its risk control systems, according to sources.
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Jyotivardhan Jaipuria, Founder and MD of Valentis Advisors, expressed a preference for select small-cap stocks across sectors. While they hold some large-cap banks, he sees attractive valuations in smaller banking names.
He also favours small-cap companies in chemicals, capital goods, and cement, stating that despite a rise in valuations over the years, these segments still offer strong value relative to earnings growth.
#JustIn | Rel Infra Arm #RelAero partners with #DassaultAviation to manufacture #Falcon2000 business jets in India pic.twitter.com/SrcijU3asb
— CNBC-TV18 (@CNBCTV18Live) June 18, 2025
Oil prices may rise to $85–$90 a barrel in the near term, says BCA Research Chief Strategist Marko Papic.
He highlights Iran—not Israel or the US—as the key geopolitical risk to monitor in the Middle East.
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#CNBCTV18Market | Vedanta recovers from lows, stock more than 1% off lows pic.twitter.com/1xtQkmwDr7
— CNBC-TV18 (@CNBCTV18Live) June 18, 2025
Vedanta | Board Approves First Interim Dividend Of `7/Sh For FY26, Total Payout Of ₹2,737 crore.
#IRBInfra in focus after Transport Min introduces a #FASTTag based annual pass priced at ₹3,000 w.e.f Aug 15, 2025 https://t.co/XgzOGlT5Ka pic.twitter.com/FidTzCg4VO
— CNBC-TV18 (@CNBCTV18Live) June 18, 2025
Pritesh Mehta, Executive-Vice President at Yes Securities
Buy TVS Motor for a target price of ₹3,150 with a stop loss of ₹2,700
Buy Avenue Supermarts for a target price of ₹4,600 with a stop loss of ₹4,050
Piyush Goyal is set to meet his British counterpart in London to discuss the implementation of the India-UK Free Trade Agreement (FTA).
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Alembic Pharmaceuticals has received an Establishment Inspection Report (EIR) from the US FDA for its API-III facility in Karakhadi, signalling the successful closure of the inspection.
The inspection was carried out between March 17 and 21.
Happiest Minds On CNBC-TV18
Shares of Bharat Forge Ltd. are in focus on Wednesday, June 18, after the company said it signed a Memorandum of Understanding (MoU) with French company Turgis Gaillard on Tuesday to offer AAROK unmanned aerial vehicle (UAV) in alignment to India’s defence ministry.
Here are a couple of stock recommendations by Mitessh Thakkar, Technical Analyst
Buy RBL Bank with a stop loss of ₹218 and a target of ₹230
Sell REC with a stop loss of ₹400 and a target of ₹380
#CNBCTV18Market | #ICICILombard, #GoDigit & #NewIndiaAssurnace in focus:Fin Min likely to have endorsed #IRDAI’s view of avg 18% hike in motor TP premium
Analysts: 18% hike in motor TP prem can improve ind’s combined ratio by 400-500 bps pic.twitter.com/evChMYG99j
— CNBC-TV18 (@CNBCTV18Live) June 18, 2025
According to CNBC-TV18 sources, the Finance Ministry is likely backing the Insurance Regulator’s (IRDAI) proposal to raise motor third-party (TP) insurance premiums by an average of 18%.
The Road Ministry is actively evaluating the proposal and may take a final decision within the next 1–2 weeks.
Analysts suggest such a hike could improve the insurance industry’s combined ratio by 400–500 basis points.
Notably, TP premiums haven’t been revised in four years, despite being mandatory for all vehicle owners.
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OnePlus has partnered with Optiemus Infracom to locally manufacture premium Internet of Things (IoT) devices in India.
Vishal Mega Mart’s promoters selling stake in that giant block deal on Tuesday, may just have made the stock a candidate to be included in the MSCI global indices during the next review in August.
The stock is currently part of the FTSE Russel Universe and the inclusion will take place in the June 2025 review itself. This inclusion will result in net inflows worth $115 million in the stock when the adjustments take place on Friday, June 20.
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#CNBCTV18Market | Market off highs, #Nifty slips below 24,800 pic.twitter.com/r9pdaFeTNU
— CNBC-TV18 (@CNBCTV18Live) June 18, 2025
BSE decided to go ahead with Thursday as expiry in the interest of the market, global markets also have expiries on Thursday Or Friday.
Thursday is not a bad choice for expiry day, says Sundararaman Ramamurthy of BSE.
UK Consumer Price Index for May rose 3.4% year-on-year, in line with Reuters’ estimate of a 3.40% increase.
Shares of One MobiKwik Systems Ltd., the parent of digital payments platform MobiKwik, fell as much as 6% on Wednesday, June 18, following the expiry of its six-month shareholder lock-in period.
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In a day riddled with volatility, the Nifty Smallcap 100 index declined by 0.16%.
The shares of Inventurus Knowledge Solutions declined by 6.59%
The shares of Tata Teleservices (Maharashtra) Limited dipped by 3.26%
The ITI Limited shares also dipped 1.94%
Several stocks in the Midcap 100 index are under pressure today.
Hindustan Zinc leads the losses with a nearly 6% drop to ₹458.35.
Waaree Energies is down 3.20%, trading at ₹2,701, followed by PB Fintech, which has declined 2.55% to ₹1,900.40.
Max Healthcare Institute has slipped close to 2% to ₹1,202.20, while BSE is trading 1.72% lower at ₹2,618.50.
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Judge declines to dismiss lawsuit against New Mexico Medical Insurance Pool – Santa Fe New Mexican
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A lawsuit that seeks to shed more light on a health coverage expansion program that would serve undocumented immigrants and other New Mexico residents who are otherwise considered uninsurable survived a legal challenge Tuesday.
Second Judicial District Judge Daniel Ramczyk denied a motion to dismiss the lawsuit, which alleges the board of the New Mexico Medical Insurance Pool violated the state’s Open Meetings Act and Inspection of Public Records Act.
The suit was filed on behalf of businessman Duke Rodriguez, a former Cabinet secretary who is considering seeking the Republican nomination for governor, and Kristina Caffrey, his chief legal officer at Ultra Health, the state’s largest cannabis operation.
At issue is whether the insurance pool, which the Legislature established in 1987 to provide health coverage for patients with particularly complex and expensive medical needs, is a public body or a nonprofit.
In a motion to dismiss the lawsuit, attorney Carlos Padilla with the Albuquerque-based law firm Cuddy & McCarthy argued the insurance pool is a “nonprofit organization wholly independent of state government.”
“No Court has ever held that the NMMIP is subject to either the OMA or the IPRA and there exists no basis to do so now,” he wrote. “Indeed, while the NMMIP is committed to transparency, its general voluntary compliance with New Mexico’s ‘sunshine laws’ does not give rise to an actionable obligation. There is a critical and fundamental difference between a highly regulated nonprofit and an arm of the New Mexico state government.”
Padilla did not return a message seeking comment.
The case involves a controversial topic: providing health insurance to undocumented immigrants under a new coverage expansion program administered by the medical insurance pool, as well as a $1.75 million contract.
The coverage expansion program was scheduled to launch in July but was derailed in April amid questions about the organization’s status.
The New Mexico Health Care Authority handed the insurance pool a no-bid $1.75 million “governmental services agreement” for the “timely and efficient implementation” of the program in February.
The state initially defended the agreement, saying the government-to-government contract was “a permissible contracting and procurement vehicle.”
But amid lingering questions, the state abruptly terminated the deal, saying its decision came after learning the insurance pool is neither a governmental nor quasi-governmental agency.
Jacob Candelaria, a former state senator who is representing Rodriguez and Caffrey in the case, called the state agency’s reversal “a classic attempt at a movida.”
“They got their hands caught in the cookie jar,” he said.
The insurance pool’s acting executive director is former state Rep. Deborah Armstrong, an Albuquerque Democrat who is a friend and former business partner of Gov. Michelle Lujan Grisham. Armstrong is also the owner of a firm that oversees all of the insurance pool’s contractors, who provide the day-to-day work, under a separate executive services contract.
In an interview in April, Armstrong said the Health Care Authority apparently didn’t understand the medical insurance pool isn’t a government entity.
“We’re a unique organization,” she said. “There isn’t anything else quite like it or at all like it, being legislatively created, nonprofit and without hardly anything that would tie us directly to the government. But certainly, they have a governmental interest because they created it legislatively.”
Candelaria was skeptical, noting the “governmental services agreement” is between two units of government.
“The lawyers of the pool … admit that the pool is at the very minimum a quasi-governmental agency so they can enter into this kind of agreement for procurement while at the same time going to court and saying, ‘We’re not a public body. You can’t force IPRA and the OMA,’ ” he said.
“So what does the Health Care Authority do?” he added. “The Health Care Authority then turns around and cancels the contract, saying, ‘Oh, it looks like you’re not actually a public agency.’
“Give me a break,” Candelaria said. “Really? These are incredibly highly paid state bureaucrats dealing with public procurement in the millions of dollars. … So that’s what’s at stake here. Ultimately, it’s money.”
Follow Daniel J. Chacón on Twitter @danieljchacon.
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The decision to terminate comes amid lingering questions about the lucrative deal and why the contract wasn’t put out to bid.
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Stress disrupts emotion control in mental illness – Lab + Life Scientist
Researchers at Edith Cowan University (ECU) have suggested that acute stress may impair key brain functions involved in managing emotions — particularly in people living with distress-related disorders. Their work has been published in the Journal of Affective Disorders Reports.
As explained by study co-author Tee-Jay Scott, our executive functions — such as working memory (holding and using information), response inhibition (resisting impulsive actions) and cognitive flexibility (adapting to change) — are vital for controlling emotional responses, especially in challenging situations. The research reviewed 17 international studies examining how these mental skills are affected by acute stress in people with symptoms of depression, anxiety or borderline personality disorder, finding that rather than enhancing mental focus in high-pressure moments, stress may temporarily disrupt executive functions in those with distress-related disorders.
“We found that working memory is particularly vulnerable to stress in people with depression, and that response inhibition — essential for self-control — may be impaired in those with borderline personality disorder,” said Scott, an ECU Masters student.
Co-author Professor Joanne Dickson said these disruptions could help explain why some people don’t respond well to common treatments such as cognitive behavioural therapy (CBT), which relies heavily on these executive functions.
“Many psychological therapies are cognitively demanding,” she said.
“If acute stress is interfering with the mental processes that support emotion regulation, it could undermine a person’s ability to benefit from these treatments — especially during periods of heightened distress.”
The researchers say their findings highlight a need for more tailored interventions that account for stress-related cognitive disruptions.
“This research opens up new avenues for understanding how and why distress symptoms and disorders develop and persist,” Dickson said.
“It also points to the importance of designing therapies that are more flexible or that build executive function capacity before emotionally challenging work begins.”
While the study confirms a pattern of executive function impairment under acute stress, more research is needed to understand individual differences and refine treatment strategies.
“Understanding how stress interacts with brain function is key to improving mental health outcomes,” Scott said.
“It’s not just about what therapy is used, but when and how it’s delivered that will help ensure it’s effective.”
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Mark Cuban’s Cost Plus Drugs Partners With 9amHealth to Expand Affordable Obesity Care – Dallas Innovates
[Logos: Mark Cuban Cost Plus Drug; 9am Health]
Mark Cuban’s Dallas-based Cost Plus Drug Company is teaming up with San Diego-based 9amHealth to help employers expand access to affordable obesity medications as part of their health benefit plans.
The collaboration brings together Cost Plus Drugs’ transparent pricing model and 9amHealth’s high-touch virtual care program at a time when, the companies say, patient demand and rising medical costs have come to a head. In their announcement, the companies described the partnership as a cost-efficient, clinically guided solution for employers looking to expand coverage for weight management and chronic conditions such as diabetes, high cholesterol, and hypertension.
As part of the collaboration, 9amHealth plans to incorporate low-cost oral medications from Cost Plus Drugs into its clinically validated obesity treatment protocol. Aimed at self-insured employers, the program also includes access to branded GLP-1 obesity medications at transparent monthly costs, supported by direct partnerships with manufacturers.
Employees would receive discounted prescriptions from Cost Plus Drugs along with virtual care from 9amHealth’s team of Obesity Medicine physicians, endocrinologists, and cardiometabolic specialists, “without long waits or costly appointments,” the companies said.
Alex Oshmyansky
Alex Oshmyansky, CEO of Mark Cuban Cost Plus Drug Company, says the collaboration aligns with the company’s mission to make prescription drugs more affordable.
In a statement, he said the company’s commitment to transparent pricing “has always been unwavering”—and that by working with clinical leaders in obesity like 9amHealth, “we are dedicated to providing affordable and accessible healthcare solutions for patients with cardiometabolic conditions.”
With employer demand for obesity care on the rise, the companies describe their offering as a turnkey approach: evidence-based treatment combined with affordable medication access.
Paul Geevarghese, COO and co-founder of 9amHealth, says the collaboration gives employers a way to offer expert medical management of obesity “without the massive price tag.”
In a statement, he added, “We’re not only lowering the cost of medications, we’re also connecting members to real, human care: specialists in obesity and diabetes, clinical pharmacists, and ongoing nutritional support with registered dietitians—all from the comfort of home.”
The companies said the program gives employers a scalable option to address obesity and related chronic conditions within their benefit plans. It includes at-home lab testing, prescription delivery, access to first-generation obesity medications through costplusdrugs.com, and 24/7 clinical support.
Cost Plus Drugs, which launched its online pharmacy in January 2022, now offers more than 2,300 prescription products delivered by mail to thousands of customers daily.
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Cuban and Arnold told an audience of businesspeople at Old Parkland Wednesday that high healthcare costs have multiple causes—and that efforts to significantly reform the system are likely to take a while.
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The Bisnow Multifamily Annual Conference was held last week at the Hilton Anatole Dallas. As one of the marquee speakers, Mark Cuban took part in a Greater Dallas Planning Council’s “Sports Economic Outlook” discussion with Dallas Interim City Manager Kim Tolbert.
“As the first and only implantable continuous EEG monitor approved in the U.S., Minder can provide health care professionals and their patients with more accurate and timely diagnoses, enhanced therapeutic drug monitoring, and can better inform decisions on non-drug treatments like surgery,” said Epiminder CEO Rohan Hoare.
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Dallas-based DHA, Housing Solutions for North Texas has made appointments to its executive leadership team including two chief administrative officers and a new chief financial officer.
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Editorial: Data science and machine learning for psychological research – Frontiers
EDITORIAL article
Front. Psychol., 16 June 2025
Sec. Educational Psychology
Volume 16 – 2025 | https://doi.org/10.3389/fpsyg.2025.1634692
This article is part of the Research TopicData Science and Machine Learning for Psychological ResearchView all 7 articles
Editorial on the Research Topic
Data science and machine learning for psychological research
The landscape of psychological and social science research is undergoing a profound transformation, and the catalyst is clear: the integration of data science and machine learning methodologies. As evidenced by these compelling studies in the Research Topic “Data science and machine learning for psychological research,” the ways researchers collect, process, analyze, and interpret data are being redefined, ushering in an era that demands new skills, mindsets, and scientific philosophies.
The paper ‘‘Diurnal patterns in Twitter sentiment in Italy and United Kingdom are correlated,” authored by Wang S. et al. investigates whether emotional patterns on Twitter exhibit consistent circadian rhythms across different cultural settings during the 2020 COVID-19 lockdowns. They collected over 2 million tweets from 9 Italian cities and nearly 34 million tweets from 54 UK cities, sampled hourly. To analyze emotional expression, they used LIWC2015 psychometric tools, translating Italian tweets into English via machine translation (natural language processing) to maintain comparability. The methodology strongly leverages data science techniques, including time series analysis, Fourier transforms, and statistical modeling (such as average daily/weekly profile construction and variance analysis).
The article “The effect of reading engagement on scientific literacy—an analysis based on the XGBoost method” by Cao et al. explores how students' engagement in reading influences their scientific literacy, using machine learning techniques. Drawing on data from the 2018 PISA assessment in China (specifically Beijing, Shanghai, Jiangsu, and Zhejiang), the authors selected 36 variables encompassing background information and different dimensions of reading engagement (behavioral, affective, and cognitive) to predict scientific literacy scores. They applied the XGBoost algorithm, a cutting-edge machine learning method known for handling complex, large-scale data, along with SHAP (Shapley Additive Explanations) to interpret the model globally and locally. The research study confirms that machine learning models like XGBoost, combined with SHAP for interpretability, offer robust, flexible alternatives to traditional statistical methods in educational assessments. This study not only emphasizes the role of high-level cognitive reading skills in science learning, but also showcases the practical application of advanced data science techniques to educational research.
The article “Psychological factors enhanced heterogeneous learning interactive graph knowledge tracing for understanding the learning process'' by Wang Z. et al. proposes a new model, Psy-KT, to advance the field of educational technology by incorporating students' psychological states into knowledge tracing. Traditional knowledge tracing models mainly focus on historical exercise data and skill mastery but often ignore learners' mental states like frustration, confusion, concentration, and boredom. Psy-KT addresses this gap by building a heterogeneous learning interactive graph that captures interactions among students, exercises, and skills, and integrating psychological factors and a forgetting mechanism to simulate real-world learning dynamics. The methodology heavily utilizes data science and machine learning approaches, including Graph Neural Networks (GNNs), Gated Graph Neural Networks (GGNNs), attention mechanisms, and Item Response Theory (IRT) models, to predict students' future performance with high interpretability.
The article “Predicting implementation of response to intervention in math using elastic net logistic regression” by Wang Q. et al. investigates key predictors influencing U.S. elementary schools' adoption of math Response to Intervention (RTI) programs. Using data from the Early Childhood Longitudinal Study (ECLS-K: 2011), the authors employ advanced data science and machine learning methods, specifically random forest algorithms for missing data imputation and elastic net logistic regression with nested cross-validation for predictive modeling. They built 10 imputed datasets and tested four variable selection methods to create and validate robust predictive models. The final model achieved a high balanced accuracy of 0.852, demonstrating strong predictive capability.
The article “Leveraging on large language model to classify sentences: a case study applying STAGES scoring methodology for sentence completion test on ego development,” authored by Bronlet, explores the potential of using large language models (LLMs) to automate the classification of ego development stages, traditionally performed by human experts. Focusing on the STAGES scoring methodology, the study applies LLMs like GPT-4o and others to classify sentences based on cognitive maturity dimensions such as object awareness, individuality vs. collectivity, and cognitive orientation. While acknowledging some limitations in single-sentence precision, the study highlights the promise of LLMs for scalable, cost-effective psychological assessments and suggests future work incorporating even larger datasets and continuous expert feedback to improve model alignment.
Taking all of the above accomplishments into consideration, it is clear that today researchers are no longer confined to structured survey responses and small, manageable datasets. Data science techniques enable us to leverage both structured and unstructured data, such as free-form text from social media platforms or sentence completion tests in ego development studies. Natural language processing (NLP) technologies, including the use of large language models (LLMs), have transformed unstructured text into analyzable quantitative formats, a feat that was once inconceivable.
Sample size, once a limiting factor constrained by manual data collection methods, has exploded into the domain of “big data.” Studies examining millions of tweets or vast educational assessment databases demonstrate that large-scale, population-level insights are now within reach. These massive datasets, however, would be unmanageable without the sophisticated restructuring and automation tools that machine learning provides.
Analytics have evolved equally dramatically. Where classical statistical tools like hypothesis testing and p-values once reigned supreme, today's research increasingly employs algorithms such as random forests for imputation, XGBoost for predictive modeling, elastic net logistic regression for variable selection, and LLMs for nuanced text classification and scoring. These methods offer robustness, scalability, and predictive accuracy that traditional techniques cannot match.
It would be incorrect to declare classical statistics obsolete; there remains a place for p-values and hypothesis tests, particularly for foundational validation. However, the studies here clearly illustrate that psychology and the broader social sciences have entered a paradigm shift. Data science and machine learning are no longer optional complements; they are essential pillars of contemporary research methodology.
As researchers, we are standing at a crossroads. Embracing these advancements is not just an opportunity; it is a necessity for those who seek to push the boundaries of knowledge, to derive more actionable insights, and to remain relevant in an increasingly complex and data-driven world. Psychological and social science research must continue to evolve, and today's innovations are charting the course forward.
We call on researchers across disciplines to invest in these technologies, collaborate with data scientists, and innovate boldly. The future of our fields depends on it.
CY: Writing – original draft, Writing – review & editing, Conceptualization.
The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
The author(s) declare that Gen AI was used in the creation of this manuscript. GAI was used in brainstorming and proofreading. All ideas originate from the author.
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Keywords: data science, machine learning, artificial intelligence, data mining and knowledge discovery, classical statistics
Citation: Yu CH (2025) Editorial: Data science and machine learning for psychological research. Front. Psychol. 16:1634692. doi: 10.3389/fpsyg.2025.1634692
Received: 25 May 2025; Accepted: 30 May 2025;
Published: 16 June 2025.
Edited and reviewed by: Douglas F. Kauffman, Consultant, Greater Boston, United States
Copyright © 2025 Yu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Chong Ho Yu, Y2hvbmdob3l1QGdtYWlsLmNvbQ==
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
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