Tag: Healthcare

  • AI Therapy and AI Mental Health Tools Are Rising Fast, but the Ethics of AI in Healthcare Still Matter

    AI Therapy and AI Mental Health Tools Are Rising Fast, but the Ethics of AI in Healthcare Still Matter

    Artificial intelligence is becoming a bigger part of everyday healthcare, and mental health is no exception. AI therapy tools, chatbot counselors, and emotional wellness apps are now used by millions of people seeking quick and affordable support. Supporters believe AI mental health systems could improve access to care, especially in areas where therapists are difficult to reach. Critics, however, warn that the ethics of AI in healthcare cannot be ignored as these technologies become more advanced.

    Why AI Therapy Is Growing So Quickly

    The conversation around AI therapy has grown rapidly in recent years. Universities, psychologists, and healthcare organizations continue studying how artificial intelligence affects emotional well-being, patient safety, and privacy. A recent discussion published by The Conversation highlighted concerns that innovation in mental healthcare may be moving faster than ethical protections. Researchers emphasized that while AI can provide useful support tools, human oversight remains essential.

    AI therapy refers to digital systems that use artificial intelligence to simulate supportive conversations, analyze emotions, or guide users through mental health exercises. Many platforms rely on techniques based on cognitive behavioral therapy (CBT), mindfulness training, and mood tracking. Several factors are driving the popularity of AI mental health tools:

    1. Lower costs compared to traditional therapy
    2. 24/7 access to emotional support
    3. Faster responses during stressful moments
    4. Increased awareness about mental health
    5. Greater privacy for users uncomfortable with face-to-face conversations

    For many users, AI therapy feels less intimidating than speaking directly to another person. Some individuals also appreciate the convenience of receiving support through a smartphone at any time of day.

    Research from the National Institutes of Health has shown that certain AI-assisted CBT tools may help reduce symptoms of mild anxiety and stress for some users. Meanwhile, organizations like the American Psychological Association continue monitoring how artificial intelligence may shape the future of mental healthcare.

    Still, experts repeatedly stress that AI mental health systems should not be viewed as replacements for licensed professionals.

    The Biggest Risks Behind AI Mental Health Tools

    Although AI therapy may offer benefits, ethical concerns continue to grow. Mental health experts warn that emotional support technologies carry unique risks because users often rely on them during vulnerable moments.

    Privacy and Data Security Concerns

    Mental health conversations contain highly personal information. Users may discuss trauma, relationship struggles, medications, or suicidal thoughts with AI systems. This raises important questions:

    • Who owns the data shared with AI therapy apps?
    • Can emotional conversations be stored or sold?
    • How secure are mental health platforms from data breaches?
    • Are users fully aware of how their information is being used?

    Privacy advocates argue that emotional and psychological data deserves stronger protections than ordinary app activity. The ethics of AI in healthcare increasingly focuses on ensuring that sensitive mental health information is handled responsibly.

    According to a report discussed by Stanford’s Human-Centered Artificial Intelligence Institute, public trust in AI healthcare tools could decline if users believe their private information is being exploited.

    AI Can Still Make Harmful Mistakes

    Another major concern is the possibility of AI systems generating unsafe or inaccurate advice. Artificial intelligence can produce convincing responses even when the information is incorrect.
    Potential risks include:

    • Misinterpreting emotional distress
    • Providing inappropriate coping advice
    • Failing to recognize crisis situations
    • Encouraging emotional dependency
    • Generating misleading mental health information

    Unlike licensed therapists, AI chatbots do not truly understand human emotions or life experiences. They rely on patterns in training data rather than genuine empathy.

    Researchers from Brown University and other institutions have warned that some AI mental health tools may struggle to respond safely when users discuss self-harm or suicidal thoughts. This remains one of the biggest challenges facing AI therapy development.

    Why Human Therapists Still Matter

    One reason mental health experts remain cautious is that therapy involves far more than answering questions. Human therapists interpret body language, emotional tone, trauma history, and social context during treatment. AI mental health systems currently lack several important human qualities:

    • Emotional intuition
    • Genuine empathy
    • Cultural understanding
    • Ethical judgment
    • Real-world experience

    Mental healthcare often involves complicated emotional situations that require careful interpretation. Conditions such as severe depression, PTSD, addiction, eating disorders, or psychosis usually require trained professionals rather than automated systems.

    Many psychologists believe AI therapy works best as a support tool instead of a replacement for human care. For example, AI systems may help users track moods, complete journaling exercises, or practice CBT techniques between therapy sessions.

    Hybrid care models are becoming more common, where AI assists therapists rather than replacing them entirely. This allows technology to improve accessibility while keeping licensed professionals involved in diagnosis and treatment decisions.

    The World Health Organization has also raised concerns about ensuring that AI healthcare technologies remain ethical, transparent, and safe for patients worldwide.

    Building Ethical AI Therapy for the Future

    As AI mental health technology evolves, many experts believe stronger regulation and accountability will become necessary. Innovation alone is not enough if patient safety is overlooked. Responsible AI therapy systems should include:

    1. Clear disclosure that users are interacting with AI
    2. Human oversight from qualified professionals
    3. Strong privacy protections for mental health data
    4. Independent safety testing
    5. Crisis response safeguards for vulnerable users
    6. Fair and unbiased training data

    Another important issue involves bias in AI systems. If mental health tools are trained using limited or unbalanced datasets, they may respond unfairly to certain cultural or demographic groups. Researchers continue studying how bias may affect recommendations, diagnoses, and emotional interpretation.

    The ethics of AI in healthcare also includes transparency. Users should understand what AI systems can and cannot do. Overpromising the capabilities of AI therapy may create unrealistic expectations or delay proper medical care.

    Despite concerns, many specialists still believe AI mental health tools could provide meaningful benefits if used responsibly. In regions facing therapist shortages or overwhelmed healthcare systems, artificial intelligence may help connect more people to basic emotional support resources.

    The challenge moving forward will be balancing innovation with ethical responsibility. Mental health care requires trust, compassion, and accountability, which means technology companies, healthcare providers, and regulators must work together carefully.

    The Future of AI Mental Health Depends on Trust

    AI therapy will likely remain part of the future mental healthcare landscape. Advances in artificial intelligence may continue improving accessibility, personalization, and early emotional support tools. For some individuals, these systems may provide comfort during stressful periods or encourage people to seek professional help sooner.

    At the same time, experts continue warning that mental healthcare cannot be treated like ordinary consumer technology. Emotional well-being involves deeply personal experiences that require careful ethical consideration.

    The future success of AI mental health systems may depend less on how advanced the technology becomes and more on how responsibly it is developed. Innovation in healthcare can improve lives, but patient safety, privacy, and human dignity must remain the highest priorities.

    Frequently Asked Questions

    1. What is AI therapy?

    AI therapy refers to digital mental health tools that use artificial intelligence to simulate supportive conversations, provide coping exercises, track emotions, or guide users through techniques like cognitive behavioral therapy.

    2. Can AI replace human therapists?

    Most mental health experts do not believe AI can fully replace human therapists. AI may assist with emotional support and self-help tools, but licensed professionals are still essential for diagnosis, trauma care, and crisis intervention.

    3. Is AI mental health support safe?

    AI mental health tools may help some users manage stress or anxiety, but there are still concerns about privacy, misinformation, and unsafe responses during emotional crises. Human oversight remains important.

    4. Why is the ethics of AI in healthcare important?

    The ethics of AI in healthcare focuses on protecting patient privacy, ensuring fairness, preventing harmful outcomes, and maintaining trust as artificial intelligence becomes more involved in medical and mental health services.



    Originally published on counselheal.com

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  • Is Aging Gracefully the New Anti-Aging? Brandon Hyatt on Science-Backed Aesthetics for Preventive Healthcare

    Is Aging Gracefully the New Anti-Aging? Brandon Hyatt on Science-Backed Aesthetics for Preventive Healthcare

    The human body has often been perceived as a canvas, and for many years, humans have modified, adorned, and cared for it as an act of identity and intention. Today, that same attention, which was occasionally deemed as vanity, has become an extension of preventive healthcare, embraced under the label of aesthetic and regenerative medicine.

    Brandon Christopher Hyatt, BSN, RN, LHP, founder of The Wellness Lab, has spent his career serving that precise conviction. A former critical care nurse turned advanced aesthetic practitioner, Hyatt challenges industry convention from the ground up, his foundational premise being that the goal of any intervention should never be to override the body’s biology, but to reinforce it.

    Brandon Christopher Hyatt, BSN, RN, LHP, Founder of The Wellness Lab

    “My goal is enhancing your own natural beauty rather than changing who you are,” Hyatt says. “In my view, aesthetics and wellness are intertwined; it’s not just about looking good, it’s about feeling good as well.”

    The numbers validate his orientation. The global aesthetics market is projected to exceed $191 billion by 2032, yet Hyatt argues that the segments leading that growth aren’t cosmetic surgery or injectables, but regenerative and cellular wellness. This belief informs Hyatt’s clinical philosophy at The Wellness Lab, where treatments expand into NAD+ therapy, platelet-rich plasma, stem cell treatments, exosomes, and peptide therapy.

    Hyatt believes this shift signals that consumers are no longer purchasing aesthetic services solely to change how they look. They are investing in how they thrive, and that drives how he approaches regenerative medicine in itself. His focus is centered around enhancing physiological efficiency so that visible outcomes reflect internal health.

    Collagen and elastin regeneration, fibroblast activation, and improved cellular communication form the foundation of what he refers to as reinforcing the skin’s structural matrix. “Doing treatments that reinforce that matrix will allow you to need less Botox, less filler, less of those services, but also give you more healthy, youthful-looking skin at the same time,” he says

    Misconceptions surrounding aesthetic medicine remain a consistent theme in Hyatt’s perspective. He observes that the rapid expansion of injectable treatments, particularly Botox and dermal fillers, has contributed to a saturation of minimally trained providers entering the space. He says, “The industry got flooded with people wanting to capitalize on beauty and Botox and filler.” The consequence, in his view, has been a normalization of overcorrection, where aesthetic outcomes can sometimes detach from natural facial harmony.

    Hyatt’s process begins beneath the skin. Instead of defaulting to dermal fillers or neuromodulators as primary interventions, he seeks to assess clients at a biological level, evaluating internal health markers before recommending any treatment pathway.

    “I treat clients more at a cellular level, which enhances the longevity of their aesthetic goals,” he says. “Through treatments like NAD+ and PRP, things that can build collagen and elastin, you’re actually treating aging concerns at a cellular level rather than applying superficial band-aid fixes.”

    His background in life coaching informs this methodology, particularly in the emphasis on education and trust. “I’m not here to sell people, I’m here to advise,” he states, reinforcing a clinical stance that prioritizes informed decision-making over procedural volume.

    Among the modalities Hyatt champions, peptide therapy, he believes, has emerged as particularly transformative. With its ability to stimulate collagen synthesis, inhibit inflammation, and accelerate tissue regeneration, he frames peptides as an enabler, allowing the body to work at its optimal state without the suppressive effects associated with more invasive or exogenous interventions.

    This regenerative model extends into how care plans are structured. Hyatt advocates for incorporating cellular therapies alongside daily lifestyle foundations, assessing budget, goals, and timeline with each client. “Anti-aging is not a real thing,” he states. “We don’t anti-age. But we can age gracefully, taking care of our body inside and out with nutrition, sleep, and science to support health and wellness.”

    He believes clients should begin engaging with aesthetic care as soon as they reach adulthood, even through foundational interventions such as skincare, medical-grade facials, microneedling, or early peptide support. “Just as individuals maintain dental health through routine care, aesthetic health should also be maintained through consistent biological upkeep,” he says.

    Hyatt also underscores that immediate results, while often desired, are only one part of a broader clinical equation. He explains that his role involves balancing short-term aesthetic improvements with long-term tissue health. In practice, this means combining modalities that deliver visible results with therapies that strengthen underlying skin architecture, reducing dependency on repetitive filler-based correction over time.

    Aesthetic clinics are evolving, and Hyatt believes those that will define the next decade will look more like integrative health ecosystems. He sees the model taking shape at The Wellness Lab as a preview of that trajectory, a practice where cellular health, regenerative science, cosmetic outcomes, and personal empowerment exist within a single clinical philosophy. Critically, he insists that philosophy must be designed to include everyone.

    “We all want to look and feel our best,” he says. “I don’t want to exclude people. Whether you’re a plumber or a professional, this is for you, it’s about looking good and feeling good, for you.” The practitioners leading this movement, Hyatt adds, are offering something unparalleled, grounded and valuable: the science to age on one’s own terms.

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  • The Experience Signals Healthcare Teams Might Be Missing and How AI-Assisted Workflows Surface Them Earlier

    The Experience Signals Healthcare Teams Might Be Missing and How AI-Assisted Workflows Surface Them Earlier

    Many healthcare teams rely on surveys and outcomes data to assess experience. But some of the most predictive signals appear earlier, in everyday interactions that traditional systems overlook.

    Healthcare organizations collect more experience data than ever before. Surveys measure satisfaction. Dashboards track usage. Quality programs score performance.

    Yet many teams still find themselves reacting late to disengagement, escalation, or breakdowns in trust.

    The reason, experts say, is not a lack of data but a narrow definition of what counts as a signal. Some of the most consequential indicators of experience risk emerge before complaints are filed or metrics move. They appear in routine interactions that feel ordinary until patterns form.

    At Transcom, a global provider of healthcare CX advisory and support services, these signals are increasingly treated as early warnings rather than background noise.

    Why Traditional Experience Measures Fall Short

    Surveys and performance metrics capture how people feel after an interaction ends. They are less effective at showing how confident or confused people feel while navigating care.

    Research published in JAMA Network Open in 2024 found that patient-reported experience measures often lag behind behavioral changes that precede missed care or disengagement (JAMA Network Open, 2024).

    By the time dissatisfaction appears in scores, behavior has already shifted.

    According to Travis Coates, CEO of Americas and Asia at Transcom, experience strain often becomes visible first in how people seek help.

    “Repeated inquiries on the same topic usually reflect unclear communication or fragmented processes,” Coates said. “Those are early warning signs that experience quality and ratings performance are at risk.”

    The Experience Signals Teams Often Overlook

    Healthcare teams interact with early signals every day without labeling them as such. These indicators tend to surface across support, messaging, and navigation touchpoints.

    Commonly missed signals include:

    • Members contacting support multiple times for the same clarification
    • Hesitation or uncertainty when confirming next steps
    • Channel switching to seek reassurance rather than new information
    • Longer interactions driven by explanation rather than resolution
    • Tasks that are started but not completed digitally

    Individually, these moments appear routine. In combination, they point to rising effort and declining confidence.

    A 2023 survey reported that 44% of U.S. adults said they had skipped or delayed needed care in the past two years, citing cost, complexity, and confusing logistics as common barriers even when care was technically accessible (TIME, 2023).

    Why These Signals Matter More Now

    Healthcare systems are under pressure to do more with constrained resources. When experience friction goes undetected, it often resurfaces later as higher call volume, missed appointments, or avoidable escalation.

    The Centers for Disease Control and Prevention has linked delays in care and missed follow-ups to downstream cost and poorer outcomes, particularly for chronic and behavioral health conditions (CDC, 2023).

    Experience signals offer a chance to intervene earlier, when clarification and guidance are still effective.

    How AI-assisted Workflows Change Timing

    AI does not replace human judgment or frontline teams. Its value lies in surfacing patterns that are difficult to see at scale.

    When AI is applied to interaction data, messaging content, and workflow paths, it can highlight where experience strain is forming at scale.

    These systems help teams identify:

    • Where instructions consistently trigger follow-up questions
    • Which steps generate repeated confusion across channels
    • When effort increases before outcomes decline
    • How experience risk clusters around specific workflows

    According to Coates, this shifts experience management from reaction to anticipation.

    “Frontline teams are the earliest indicators of where experiences start to strain,” Coates said. “They encounter confusion before it ever appears in dashboards.”

    What Early Visibility Enables

    Seeing experience signals earlier allows healthcare teams to act before trust erodes.

    Organizations can:

    • Clarify instructions before confusion compounds
    • Align digital and live guidance around the same expectations
    • Reduce avoidable follow-ups and escalations
    • Protect continuity of care without adding staff

    A 2024 report from National Academy of Medicine emphasized that reducing cognitive and administrative burden is central to improving experience and system performance simultaneously (NAM, 2024).

    From Measurement to Understanding

    Experience is not only about satisfaction. It is about whether people know what to do next and feel confident doing it.

    AI-assisted workflows help healthcare teams move beyond measuring outcomes to understanding behavior. They surface signals that have always been present, but rarely captured.

    The systems that adapt fastest will be those that treat everyday interactions as data with meaning, not noise.

    FAQs

    What are experience signals in healthcare?

    They are behavioral patterns that indicate confidence, confusion, or rising effort during care navigation.

    Why do traditional surveys miss experience risk?

    Because they capture sentiment after interactions rather than behavior during them.

    How can AI surface experience signals earlier?

    By analyzing patterns across interactions, messages, and workflows at scale.

    Why does early detection matter for care delivery?

    It allows teams to intervene before disengagement or escalation occurs.

    Are experience signals different from satisfaction scores?

    Yes. Signals reflect behavior in real time, while scores reflect reflection afterward.

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  • Looking Honestly at the Challenges of Mindfulness Practices

    Looking Honestly at the Challenges of Mindfulness Practices

    While the challenges of mindfulness practices are real, research confirms that mindfulness can also be helpful in preventing relapses into depression and reduce healthcare visits.

    Willoughby Britton, a psychiatrist and mindfulness practitioner, has researched what he terms the “difficult or challenging mind states” among advanced meditators and scholars that can occur as a result of intense meditation practice.

    The challenges of mindfulness are real. The truth is, meditation is not all calm and peace. Mental material can come up that can be uncomfortable or need to be addressed.

    Britton spoke generally with Mindful about how mindfulness has been marketed in this country as a “warm bath,” when in actuality, you have to deal with whatever comes up in the mind.

    “A lot of psychological material is going to come up and be processed. Old resentments, wounds, that kind of thing,” says Britton, “But also some traumatic material if people have a trauma history, it can come up and need additional support or even therapy.”

    Halliwell asks: “Does something beneficial have to be delivered perfectly—and to bring about a perfect world—before we will accept it as worthwhile?”

    Ed Halliwell, mindfulness teacher and author of The Mindful Manifesto, admits that meditation can be an emotional rollercoaster. “Mindfulness has a great many benefits,” Halliwell writes, but he takes issue with mindfulness being touted as a cure-all. At the same time, there’s an all-or-nothing mentality brewing around the adoption of mindfulness practices, and Halliwell asks: “Does something beneficial have to be delivered perfectly—and to bring about a perfect world—before we will accept it as worthwhile?”

    Elisha Goldstein, clinical psychologist and mindfulness teacher, noted that it’s not a question of whether mindfulness is harmful or not. When we’re assessing the challenges of mindfulness practices, the better question is where you’re getting that mindfulness training from. “It comes down to an education on mindfulness (and a variety of factors that it represents) and finding an experienced teacher as a guide to meet the practitioner where they are at.”

    Research is ongoing

    Research on mindfulness and depression is still preliminary, but there are promising indicators.

    Scientific American surveyed findings and some of the key controversies regarding the application of mindfulness for depression and anxiety, and concluded:

    When it comes to treating diagnosed mental disorders, the evidence that mindfulness helps is mixed, with the strongest data pointing toward its ability to reduce clinical depression and prevent relapses.

    In particular, new research has emerged indicating that an 8-week mindfulness-based cognitive therapy (MBCT) program might reduce the risk of relapses into depression. Study authors identified that mindfulness helped in the following ways:

    • MBCT allowed people to be more intentionally aware of the present moment, which gave them space to pause before reacting automatically to others.
    • Bringing mindful awareness to uncomfortable experiences helped people to approach situations that they would previously avoid, which fostered self-confidence and assertiveness.
    • Study participants also described having more energy, feeling less overwhelmed by negative emotion, and being in a better position to cope with and support others.

    Another piece of research reported that frequent health service users who received MBCT therapy showed a significant reduction in non-mental health care visits over a one-year period.

    “We speculate that mindfulness-based cognitive therapy has elements that could help people who are high health-care utilizers manage their distress without needing to go to a doctor,” says Dr. Paul Kurdyak, lead author and Director of Health Systems Research at Centre for Addiction and Mental Health (CAMH) and Lead of the Mental Health and Addictions Research Program at the Institute for Clinical Evaluative Sciences (ICES).



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  • Service Robots Revolutionize Healthcare, Retail, and Hospitality With Smart Automation

    Service Robots Revolutionize Healthcare, Retail, and Hospitality With Smart Automation

    Service robots combine sensors, artificial intelligence, and autonomous movement to assist people in structured, real-world settings. Unlike industrial robots confined to factories, these systems operate around patients, shoppers, and guests. Robotics in healthcare uses these capabilities to move supplies, sanitize spaces, and monitor patients with accuracy and speed.

    Retail and hospitality environments benefit in similar ways. Service robots restock shelves, guide customers, deliver items, and clean facilities during active hours. As costs decrease and reliability improves, service robots are becoming practical tools rather than experimental technologies.

    What Are Service Robots in Healthcare?

    Service robots in healthcare focus on reducing physical workload while improving safety and consistency. Autonomous mobile robots transport linens, medications, meals, and medical supplies across hospital floors, cutting down the time nurses spend walking long distances. This allows healthcare staff to focus more on direct patient care instead of logistics.

    Disinfection robots play a critical role in infection control. UV-light service robots can sanitize patient rooms, operating theaters, and hallways in minutes, reducing the spread of hospital-acquired infections. These systems are especially valuable during outbreaks, when speed and consistency are critical.

    Patient-focused service robots also support monitoring and recovery. Some track vital signs remotely, alerting staff when irregularities occur, while rehabilitation robots assist patients with guided exercises. In elderly care facilities, robotics in healthcare includes reminder systems, fall detection, and mobility support that enhance independence without replacing caregivers.

    How Do Service Robots Work in Retail?

    Service robots in retail operate primarily as monitoring and support tools. Autonomous shelf-scanning robots patrol aisles, using cameras and sensors to detect low stock, pricing errors, and misplaced items. This allows staff to address issues faster and maintain consistent product availability.

    Customer-facing service robots assist shoppers by providing directions, answering questions, and locating products. These systems use touchscreens or voice interaction, reducing wait times during busy periods. Retailers benefit from improved customer flow and reduced pressure on employees.

    Cleaning and security functions also rely on service robots in retail settings. Floor-cleaning robots operate during store hours without disruption, while patrol robots help deter theft and collect behavioral data. Over time, this information supports better store layouts and smarter restocking strategies.

    What Are Examples of Service Robots in Hospitality?

    Service robots in hospitality focus on guest convenience and operational efficiency. Hotels deploy robots for room-service deliveries, transporting towels, toiletries, and meals directly to guest rooms. These robots navigate elevators, call rooms upon arrival, and return autonomously to charging stations.

    Front-of-house service robots handle check-ins, provide directions, and answer common questions in multiple languages. This improves accessibility for international guests while reducing front desk congestion. Restaurants also adopt service robots to deliver food, clear tables, and assist with order management during peak hours.

    Behind the scenes, cleaning and security robots operate overnight or during low-traffic periods. Floor-scrubbing robots prepare lobbies and hallways, while patrol units monitor entrances and common areas. For many hotels, service robots in hospitality help maintain consistent service quality during staff shortages.

    Benefits of Service Robots for Businesses and Workers

    Service robot benefits extend beyond simple automation. They improve efficiency, reduce errors, and allow continuous operation in businesses and workplaces. Workers and customers also experience meaningful improvements in safety, comfort, and service quality.

    • Operational Efficiency for Businesses
      • Robots perform tasks consistently without fatigue, reducing errors and improving coverage.
      • Cleaning, delivery, and monitoring can run around the clock.
      • Predictable execution supports smoother workflows and lower operational costs.
    • Reduced Physical Strain for Employees
      • Service robots handle repetitive or heavy tasks, lowering fatigue and injury risk.
      • Employees spend more time on communication, decision-making, and problem-solving.
      • Routine tasks no longer dominate workers’ schedules, improving job satisfaction.
    • Enhanced Customer and Patient Experience
      • Faster deliveries and cleaner environments increase satisfaction.
      • Reliable assistance and consistent service improve trust and confidence.
      • Service robot benefits enhance human roles instead of replacing them.

    Future Trends for Service Robots Across Industries

    The future of service robots emphasizes intelligence, connectivity, and teamwork with humans. Advancements in AI, battery life, and network integration will make robots more adaptive and efficient. Industries will increasingly rely on human-robot collaboration to enhance service quality and accessibility.

    • AI-Driven Adaptability
      • Robots learn from repeated interactions, improving navigation and task efficiency.
      • Enhanced perception helps them operate safely in crowded or dynamic spaces.
      • Continuous improvement allows robots to handle more complex scenarios over time.
    • Connectivity and Real-Time Coordination
      • Faster networks enable robots to coordinate fleets across large facilities.
      • Hospitals, malls, and resorts benefit from synchronized task management.
      • Improved connectivity reduces downtime and streamlines maintenance.
    • Human-Robot Collaboration
      • Robots take on predictable, repetitive tasks while humans handle judgment and social interactions.
      • Teamwork ensures higher efficiency and better service outcomes.
      • Decreasing costs expand access, enabling wider adoption across industries.

    A Practical Future Shaped by Service Robots

    Service robots are no longer limited to experimental pilots or niche applications. Their growing presence in healthcare, retail, and hospitality reflects practical needs rather than futuristic ambition. By handling repetitive and time-intensive tasks, these systems help organizations maintain service quality under pressure.

    As robotics in the healthcare and service industries continues to evolve, the focus remains on support rather than replacement. When paired with skilled human workers, service robots create safer environments, smoother operations, and more reliable experiences that fit naturally into everyday life.

    Frequently Asked Questions

    1. What is the main purpose of service robots?

    Service robots are designed to assist humans by performing repetitive, time-consuming, or physically demanding tasks. They improve efficiency while maintaining consistent performance. Most operate in environments where people are present. Their role is support rather than full automation.

    2. Are service robots safe to use around people?

    Yes, modern service robots are built with sensors to detect obstacles and avoid collisions. They move at controlled speeds and follow safety protocols. Continuous updates improve their reliability. Human oversight remains part of most deployments.

    3. Do service robots replace human jobs?

    Service robots typically complement human workers rather than replace them. They reduce workload strain and handle routine tasks. This allows people to focus on complex and interpersonal responsibilities. Many roles evolve instead of disappearing.

    4. Which industry benefits most from service robots?

    Robotics in healthcare shows strong benefits due to safety, efficiency, and labor demands. However, retail and hospitality also see clear improvements. The impact depends on task repetition and service volume. Each industry adapts service robots differently.



    Originally published on Tech Times

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  • Essential Skills for Any Healthcare Professional to Learn in 2026

    Essential Skills for Any Healthcare Professional to Learn in 2026

    Healthcare demands a workforce equipped with more than just clinical expertise. As patient expectations shift, technology advances, and care models become more integrated, professionals must adapt to new roles, tools, and environments. Success in modern healthcare hinges on both soft and technical skills. Adaptability, digital fluency, empathy, and leadership are now central to daily routines.

    Whether navigating telehealth platforms or engaging diverse patient populations, healthcare workers must remain agile and responsive to change. As explained by Brady Beitlich, this transformation reflects a broader effort to create systems that are more efficient and patient-centered.

    Online Marketing | Unsplash

    Changing Roles and New Demands in Healthcare

    Healthcare professionals are seeing their responsibilities expand beyond traditional clinical duties. As care models evolve, there’s a stronger emphasis on collaboration, patient engagement, and outcome-based care.

    A nurse today might coordinate virtual check-ins, manage electronic records, and work closely with specialists across different locations. Similarly, physicians are expected to stay current with emerging technologies while navigating the complex needs of their patients. These changes make skill-building critical to keeping pace with healthcare delivery. In many settings, roles are blending, requiring individuals to wear multiple hats in a single day.

    Digital Literacy and Health Informatics

    Healthcare professionals must now navigate a digital-first backdrop. Handling electronic health records efficiently, understanding telehealth software, and working with remote monitoring tools are no longer optional skills. These platforms have become central to delivering timely, accurate, and patient-centered care.

    A physical therapist might use wearable tech data to tailor recovery plans, while a general practitioner could rely on AI-assisted diagnostics to catch early signs of chronic disease. Mastery of these technologies not only improves efficiency but also enhances clinical decision-making. Staying ahead in digital health requires technical fluency and a proactive mindset. As technology becomes increasingly integrated into patient care, digital literacy will continue to influence the way professionals approach their work.

    Effective Communication and Team Collaboration

    Brady Beitlich explains that strong communication remains foundational in healthcare. Whether speaking with a patient whose first language isn’t English or coordinating with remote care teams, clarity and empathy have a direct impact on care outcomes. Miscommunication can lead to errors, while effective dialogue builds trust and improves compliance.

    In high-pressure environments like emergency departments, quick yet precise exchanges between nurses, physicians, and technicians can save lives. Beyond verbal communication, emotional intelligence and the ability to manage conflict are becoming increasingly important, especially in diverse, multidisciplinary teams. The ability to actively listen and tailor messaging to the audience is now a key component of team success.

    Cultural Competency and Inclusive Care

    Healthcare providers are now expected to deliver care that respects cultural values, beliefs, and communication styles. A patient’s background often shapes how they perceive illness, treatment, and the healthcare system as a whole. By acknowledging these differences, professionals can foster more effective relationships and achieve better outcomes.

    A pediatrician working in an urban setting may treat families from diverse cultural backgrounds, each with its unique health practices. Understanding those nuances enables providers to adapt their approach without compromising clinical standards. Inclusive care also means addressing systemic barriers that contribute to health disparities, ensuring every patient feels seen, heard, and supported.

    Adaptability and Ongoing Learning

    Rapid advancements in medical technology and treatment protocols demand a mindset geared toward continual growth. Professionals who embrace change are better equipped to respond to new challenges, whether that means learning to operate new equipment or adjusting workflows to accommodate updated guidelines.

    A respiratory therapist may need to pivot quickly during a public health crisis, adapting to new ventilator models or revised care procedures. Those open to learning can more easily transition into expanded roles or collaborative settings. Flexibility has become a cornerstone of modern healthcare practice.

    Leadership, Decision-Making, and Preventive Care

    Even without formal titles, healthcare workers are often called to lead, whether by guiding a team through a complex case or taking initiative on quality improvement efforts. Strong decision-making, grounded in ethics and clinical knowledge, ensures better care delivery and team performance.

    Brady Beitlich says that a dietitian leading a community wellness program can positively impact hundreds of lives by promoting healthier lifestyles and preventing chronic illnesses. Healthcare leadership isn’t just about authority; it’s about responsibility, vision, and the ability to inspire change at both individual and system-wide levels.

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  • James Paterek Highlights Why Healthcare Staffing Retention Is the Key to 2026 Stability

    James Paterek Highlights Why Healthcare Staffing Retention Is the Key to 2026 Stability

    James Paterek understands that in the dynamic world of healthcare staffing, the spotlight almost always shines brightest on recruitment. Organizations relentlessly pursue qualified providers, focusing immense energy on credentialing, sourcing, and filling those ever-present urgent vacancies. Yet, as we move into 2026, a crucial truth must take center stage: recruitment alone is not enough. To build the resilient, high-quality care teams that patients deserve and facilities need, healthcare leaders must shift their focus to the other side of the coin: retention.

    Mina Rad | Unsplash

    Retention isn’t merely a strategic goal; it is the foundation of stability and quality of care. It represents the smart, sustainable investment that turns a temporary fix into a lasting solution. For industry veterans and successful leaders like Jim Paterek, the emphasis on human capital management has always been a powerful driver of long-term organizational success. His expertise in scaling businesses, as demonstrated by leading a firm that employs over 11,000 individuals, underscores a core principle: investing in people is the best investment for growth and stability.

    The Hidden Cost of High Staff Turnover

    The departure of a valued healthcare professional is more than just an administrative hassle or an empty line on a schedule; it triggers a costly chain reaction throughout the entire organization.

    Disruption to Patient Care: When a trusted provider leaves, the continuity of care fractures. Patients lose their established relationships, which can negatively impact treatment adherence and outcomes.

    Escalating Operational Expenses: Replacing a single nurse can easily cost upwards of $50,000 when factoring in the expenses of recruiting, onboarding, training, and credentialing a replacement. For facilities, particularly those in rural or tribal health settings already navigating limited resources, this cost is a significant drain.

    Erosion of Team Morale: The remaining team members are forced to absorb the departing professional’s workload, resulting in increased pressure, longer shifts, and ultimately, accelerated burnout. This creates a cycle where high turnover breeds even more turnover, resulting in an unsustainable model.

    For organizations that partner with specialized firms, mitigating this churn is paramount. The goal isn’t just to fill a seat quickly; it’s to fill it with a professional who is supported and motivated to stay.

    Retention: A Strategic Investment That Begins Day One

    A truly effective retention strategy starts not after a provider is hired, but the very moment they accept an assignment. A seamless, supportive onboarding experience sets the definitive tone for the provider’s entire journey. When healthcare professionals feel genuinely valued, prepared, and connected to their new mission, they are significantly more likely to stay engaged and committed to the long term.

    Millbrook Support Services, for example, embodies this commitment, recognizing that comprehensive solutions must extend beyond the placement. This support, guided by the principles of integrity and accountability that define leaders like James Paterek, is essential for providers on travel, contract, or per diem assignments.

    Core Pillars of Sustainable Provider Support

    Credentialing and Compliance Excellence (Reducing Burden): Streamlining licensing, compliance, and onboarding dramatically cuts administrative friction. When professionals can focus immediately on patient care rather than paperwork, their job satisfaction starts high and stays high.

    Proactive, Ongoing Support: Regular, meaningful check-ins, flexible scheduling options, and access to career resources are non-negotiable. This consistent engagement ensures providers never feel isolated or unsupported, especially those who have relocated far from home to serve underserved communities.

    Customized Workforce Solutions: Recognizing that no two healthcare facilities are alike, tailored staffing models from short-term coverage to extended contracts meet specific needs, providing the stability both the client and the provider require.

    Proven Strategies for Nurturing Loyalty and Longevity

    Moving into 2025, leading healthcare organizations are adopting holistic strategies that build intrinsic loyalty. These are the practices that show a deep, genuine investment in a professional’s career and well-being:

    Consistent and Transparent Communication: Open lines of communication foster trust. Regular, clear updates about assignments, facility needs, and future opportunities ensure providers feel like informed partners, not just temporary workers.

    Meaningful Recognition and Appreciation: While compensation is crucial, recognition of contributions, especially those that go above and beyond, significantly boosts morale and loyalty. Celebrating their impact on patient lives reinforces their mission and purpose.

    Investment in Professional Development: Offering access to continuing education, upskilling opportunities, and mentorship demonstrates a commitment to a provider’s future growth and development. This shows that the organization sees the professional as a long-term asset.

    Prioritizing Work-Life Balance and Flexibility: The demands of modern healthcare are immense. Supporting flexibility in scheduling and encouraging adequate time off is the single most effective way to combat the pervasive problem of provider burnout.

    Culture: The Undeniable Driver of Retention

    Ultimately, retention is an echo of an organization’s culture. Providers are most likely to stay in environments where they feel seen, heard, and deeply connected to the mission. This is critically true for clinicians who choose to serve in rural or tribal health settings, where a sense of community and mission alignment is often the core reason for their commitment.

    Strong staffing partners actively help clients establish and maintain this connection. This can include facilitating cultural orientation, introducing mentorship programs, and establishing robust local engagement initiatives. When a provider connects with their team and the community, they build roots, and those roots are what prevent churn, even when the job presents challenges.

    The success of a strategic leader like Jim Paterek in managing large-scale, service-based organizations highlights the principle that a people-first strategy is a sound business strategy. By focusing on quality, ethical practices, and the long-term success of the human capital, organizations achieve not just temporary gains but enduring stability.

    James Paterek explains that the healthcare organizations that thrive in the competitive landscape of 2025 will be those that fully integrate retention and recruitment as two equally important facets of their workforce strategy. Recruiting the top talent is the necessary first step, but keeping that talent is what secures lasting operational excellence and high-quality patient care. Millbrook Support Services proudly champions both sides, connecting exceptional providers with meaningful opportunities and nurturing the supportive relationships that allow both the professional and the facility to thrive.

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  • Armin Ernst Malta on Unlocking Sustainable Growth in Complex Healthcare Markets

    Armin Ernst Malta on Unlocking Sustainable Growth in Complex Healthcare Markets

    In today’s healthcare ecosystem, sustainable growth is no longer defined solely by financial performance. Success requires a multi-dimensional strategy that addresses regulatory complexity, technological disruption, evolving patient expectations, and the need for workforce resilience.

    As Armin Ernst knows, forward-looking organizations are embracing digital transformation, building agile operating models, and fostering a culture of continuous learning. While challenges remain—from navigating compliance to managing cost pressures—those that align their mission with measurable outcomes are better positioned to thrive long term. This comprehensive view of growth touches every aspect of the healthcare value chain, from expanding market reach to integrating care quality with operational efficiency.

    As the landscape continues to shift, adaptability and collaboration will prove essential for organizations that aim not just to grow, but to lead.

    Navigating the Healthcare Landscape

    Healthcare markets are uniquely complex due to the intersection of clinical needs, regulatory oversight, and financial pressures. Organizations must navigate a landscape shaped by federal and state regulations, varying reimbursement models, and a growing demand for transparency. These dynamics make long-term, sustainable growth difficult to achieve without a clear strategy.

    Stakeholders across the system—from hospitals and insurers to pharmaceutical firms and digital health startups—face different challenges, yet are deeply interconnected. A shift in policy or technology in one area often impacts the others. This interconnectedness requires coordinated responses and flexible business models built on shared insights and responsive governance.

    In segments like medtech and digital health, new entrants are pushing innovation while grappling with compliance and scalability. Navigating this environment demands a thorough understanding of market forces and a willingness to adapt quickly to emerging trends and expectations. Organizations that establish cross-functional teams early can better anticipate disruptions and respond with agility.

    Growth Drivers in a Shifting Environment

    Sustainable growth in healthcare increasingly depends on how well organizations harness data and technology. Predictive analytics, when integrated into clinical and operational workflows, can lead to better patient outcomes and more efficient resource allocation. Digital tools like AI-powered diagnostics and remote monitoring are also helping healthcare providers extend their reach while reducing overhead. These tools support proactive care models, enabling earlier intervention and more personalized treatment plans.

    Innovation goes beyond technology—it’s about reimagining care delivery. Patient-centered models that prioritize accessibility, personalized care, and engagement are gaining traction.

    A health system that redesigns its services around chronic care management not only improves health outcomes but also reduces avoidable costs. These models are often supported by community partnerships and data-sharing initiatives that drive better coordination.

    Managing Regulation and Compliance

    The regulatory environment in healthcare is constantly evolving, influenced by shifting political priorities, technological advancements, and public health demands. Organizations that fail to adapt quickly can face delays, fines, or even reputational damage. Staying compliant requires not just legal knowledge but a proactive approach to governance and risk management. This includes anticipating future policy shifts and preparing accordingly.

    Cross-functional collaboration plays a significant role in this space. Legal teams must work closely with clinicians, IT departments, and operations to ensure that new initiatives—whether it’s launching a telehealth service or adopting a new EHR system—align with regulatory expectations. In fast-paced sectors like digital therapeutics, this alignment becomes even more critical. Poor coordination can lead to missteps that stall innovation or invite scrutiny.

    Expanding Market Reach

    Breaking into new markets requires more than a strong product or service—it demands deep local insight and the ability to adapt to regional needs. Whether entering a new country or expanding into a different service area, success often depends on understanding payer dynamics, cultural expectations, and infrastructure limitations. A digital health company moving into rural markets may need to rethink its delivery model to accommodate limited broadband access or local care norms.

    Strategic partnerships can speed up expansion and reduce risk. Collaborations between health systems and tech firms, or between insurers and community organizations, allow for shared resources and joint innovation. These alliances make it easier to scale solutions, especially in underserved or highly fragmented markets. They also support community trust, which is key in driving the adoption of new services.

    Sustainable expansion also hinges on maintaining the quality of care while scaling operations. Organizations that grow too quickly without the right operational backbone often struggle to deliver consistent outcomes. A measured approach, supported by data and agile processes, helps ensure that growth does not compromise the patient experience. Investing in localized training and support infrastructure can further enhance scalability.

    Aligning Financial Goals with Care Quality

    Balancing financial sustainability with clinical excellence is one of healthcare’s most persistent challenges. Organizations are under pressure to reduce costs while improving outcomes, a task that requires smarter resource allocation and tighter alignment between finance and clinical teams. Shifting to value-based care models helps bridge this gap by rewarding better results rather than volume. These models also encourage preventive care, which can reduce long-term expenditures.

    Technology plays a crucial role in this balancing act. Automation, predictive analytics, and interoperability tools can streamline operations and cut waste, allowing providers to focus more on patient care. Health systems that integrate such tools into their workflows often find they can do more with less, without sacrificing quality. These systems also support real-time decision-making and performance tracking.

    Tracking Progress and Learning from Success

    Measuring sustainable growth requires clarity around what success looks like. Key performance indicators must go beyond revenue to include patient outcomes, staff satisfaction, and operational efficiency. By aligning metrics with mission, organizations can make smarter decisions and course-correct when needed. Dashboards that visualize trends over time can support leadership in spotting early warning signs or opportunities.

    Feedback is a powerful tool for refinement. Health systems that build feedback loops into their operations—through patient surveys, team debriefs, or real-time dashboards—gain valuable insights that drive improvement. These loops help translate data into action, fostering a culture of continuous learning. Strong internal communication accelerates this process, allowing lessons to ripple across departments.

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  • The Importance of Acadia Healthcare’s Partnerships With Healthcare Organizations

    The Importance of Acadia Healthcare’s Partnerships With Healthcare Organizations

    Although approximately 60 million Americans are experiencing behavioral health issues, the gap between need for behavioral health services and available treatment remains substantial.

    To address this treatment gap, Acadia Healthcare has developed a collaborative model built on partnerships with established healthcare systems across the country. These partnerships aim to expand access to specialized behavioral healthcare while maintaining clinical quality standards.

    Joint Venture Model

    Acadia Healthcare maintains equity partnerships with 21 healthcare systems that operate 22 behavioral health hospitals nationwide.

    Recent examples of Acadia’s affiliated network include partnerships with Intermountain Health in Westminster, Colorado, and Henry Ford Health in West Bloomfield, Michigan. The Intermountain Health partnership created West Pines Behavioral Health, a 144-bed facility, while the Henry Ford Health joint venture established a 192-bed hospital that became operational in early 2025. During the first quarter of 2025 alone, Acadia’s affiliated network added 378 new beds through both joint ventures and expansion of existing facilities.

    Acadia’s affiliated network now includes 260 facilities nationwide and added seven new comprehensive treatment centers during the first quarter of 2025, extending the company’s market reach to 170 locations across over 30 states. Additional recent openings include a de novo facility in Northport, Florida, which began operations in the first quarter of 2025.

    These joint ventures can help medical health systems meet population needs that their existing infrastructure often cannot address. For patients needing specialized mental health treatment, such as children and adolescents with complex conditions, the partnerships can create dedicated spaces that free capacity for medical patients in general hospitals.

    Breaking Barriers to Behavioral Care

    The National Council for Mental Wellbeing has highlighted significant barriers to behavioral health treatment. In a recent survey, they found that people who need mental health and substance use treatment face numerous obstacles, with cost-related issues, inability to find conveniently located providers, and difficulty getting immediate appointments cited as primary barriers.

    A study by the American Psychological Association found that 90% of the public believes there is a mental health crisis in the United States today. When Americans who felt they needed mental health services were asked about specific barriers to accessing care, 80% cited cost and more than 60% cited shame and stigma as the main obstacles. At the same time, 60% of psychologists surveyed reported no openings for patients.

    The partnership model that Acadia Healthcare has developed is aimed at addressing these structural barriers through collaborative approaches. Through combining the specialized behavioral health expertise of Acadia Healthcare with the established community presence and broader healthcare capabilities of its network affiliates, these partnerships can create more integrated care pathways.

    A 2024 American Health Law Association review of behavioral health mergers and acquisitions found that joint venture partnerships have become increasingly important in the mental health sector because they help traditional nonprofit health systems operate more efficiently while meeting the high demand for behavioral health services.

    The clinical advantages of these partnerships extend beyond increasing access. A study published in the Journal of General Internal Medicine found that integrating behavioral health providers into broader healthcare teams “can enhance provider responsiveness to patients with complex clinical presentations and improve patient/family outcomes and satisfaction.” This integration can create opportunities for interdisciplinary cross-training, with behavioral health specialists sharing knowledge with primary care colleagues about early detection, diagnosis, and treatment of mental health concerns.

    This knowledge sharing can improve treatment approaches for patients with complex needs who might otherwise cycle through emergency departments without receiving appropriate mental healthcare.

    Serving Areas in Need

    According to a 2022 report from ABC News analyzing Centers for Medicare and Medicaid Services data, “75% of rural counties across the country have no mental health providers or fewer than 50 per 100,000 people” and there are “570 counties in the United States [that] have no providers”.”

    The Research and Action Institute found that “among nonmetropolitan counties, 65% had no practicing psychiatrist as compared with 27% of metropolitan counties.”

    Acadia Healthcare’s joint venture with East Carolina University to build a 144-bed behavioral health hospital in Greenville, North Carolina exemplifies how these partnerships can address regional gaps in care. North Carolina, like many states with large rural populations, has struggled with behavioral health access issues. North Carolina ranked 34th out of all states for adults with a mental illness who did not receive treatment (56.5%), according to Mental Health America.

    By collaborating with an established healthcare system that already serves the community, Acadia’s affiliated network can introduce specialized behavioral healthcare and increase the availability of care options.

    Technology integration is another significant benefit of these partnerships. While behavioral healthcare has historically lagged in technology adoption compared to other medical specialties, joint ventures can enable faster implementation of electronic medical records and other digital health tools.

    As Acadia’s Chief Medical Officer Dr. Stephanie Eken and Chief Quality Officer Dr. Navdeep Kang noted in a recent article, “The explicit exclusion of behavioral health facilities from the HITECH Act prevented incentives to adopt electronic medical records… and other technology advancements at inpatient psychiatric facilities.”

    But through partnerships with hospital systems that already have advanced EMR capabilities, Acadia Healthcare and its network of affiliates can accelerate technology adoption in behavioral health settings. This can improve clinical documentation and care coordination and can enable better measurement of outcomes — a critical factor in demonstrating the value of behavioral health interventions to payers and policy makers.

    Broader Impacts

    The impact of these partnerships extends beyond the participating organizations to benefit entire healthcare systems. Untreated mental health and substance use disorders can have significant downstream impacts on the healthcare system through increased emergency department utilization, higher rates of medical complications, and reduced workplace productivity. According to a 2019 Rand Corporation study evaluating the Substance Abuse and Mental Health Services Administration’s Primary and Behavioral Health Care Integration program, integrated care approaches that combine physical and behavioral healthcare can reduce total healthcare costs by 5% to 10% through earlier intervention and more appropriate treatment matching.

    Acadia’s network partnership model can help address workforce challenges plaguing behavioral healthcare. With shortages of psychiatrists, psychologists, and other mental health professionals nationwide, Acadia’s joint ventures with healthcare systems can create more attractive practice environments that can help with recruitment and retention of specialized staff. These collaborative arrangements can enable shared staffing models, training opportunities, and career advancement pathways that might not be feasible in standalone facilities.

    From a public health perspective, these partnerships can assist in normalizing mental healthcare as a fundamental component of overall health. By physically locating behavioral health facilities on or near general hospital campuses and integrating clinical protocols, these joint ventures can reduce stigma associated with seeking mental health treatment. This proximity can send a message that mental healthcare deserves the same attention and resources as other medical specialties.

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  • Amazon Removes Series on Healthcare Industry After UnitedHealth Called It ‘Defamatory’

    Amazon Removes Series on Healthcare Industry After UnitedHealth Called It ‘Defamatory’

    A documentary series criticizing the United States healthcare industry was removed from Amazon’s video-streaming platforms earlier this year after it was denounced by UnitedHealth for allegedly being “defamatory”.

    The docuseries, developed by Wisconsin filmmaker Mary Strause, was removed from the platform after a law firm employed by UnitedHealth sent a letter to Amazon advocating for the series to be removed, stating that it defamed the health care company.

    The video was removed from both Amazon and Vimeo’s platforms as a result of UnitedHealth’s legal efforts. Furthermore, their actions resulted in The Guardian postponing the publishing of an article investigating the company after they sued the media organization over another article which they alleged was defamatory.

    This is the latest indication of a more aggressive campaign adopted by UnitedHealth to silence its detractors, according to The New York Times. The company has begun targeting media that criticize them in any way, shape or form, arguing that such criticism would encourage violence against their employees after the shooting of CEO Brian Thompson last year.

    This new campaign is indicative of an increased willingness of companies to levy legal repercussions against critics and detractors. Observers have noted that similar campaigns have been on the rise since the Trump administration assumed power.

    “Some version of this has been going on for a long, long time,” said Lee Levine, a retired First Amendment lawyer who has defended news outlets, including The New York Times. However, “the incidence of it has increased,” he indicated.

    UnitedHealth has recently experienced adverse effects from negative press, which is likely a factor motivating their new approach. They are actively dealing with multiple federal criminal and civil investigations, including investigations into supposed Medicare fraud and antitrust violations, according to The Wall Street Journal.

    “Negative publicity may adversely affect our stock price, damage our reputation and expose us to unexpected or unwarranted regulatory scrutiny,” UnitedHealth noted in its most recent annual report.

    Originally published on Latin Times

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