Literature Review
Generative artificial intelligence in palliative care: A comparative evaluation of ChatGPT-4o and ChatGPT-5 as clinical decision support tools
02/04/26 at 03:00 AMGenerative artificial intelligence in palliative care: A comparative evaluation of ChatGPT-4o and ChatGPT-5 as clinical decision support tools Digital Health; by Emre Vuraloglu, Kervansaray; 1/29/26 Conclusions: ChatGPT-5 demonstrated measurable improvements over ChatGPT-4o in key domains of palliative care symptom management, while maintaining consistently high ethical sensitivity. These findings provide the first systematic evidence of the potential of generative AI, with the updated ChatGPT-5 model released in August 2025, as a complementary and reliable clinical decision support tool in palliative care.
Medical expertise does not prevent caregiving grief
02/04/26 at 03:00 AMMedical expertise does not prevent caregiving grief Medpage Today's KevinMD.com; podcast hosted by KevinMD; 2/2/26 Triple board-certified physician in adult and geriatric psychiatry and addiction medicine ... Barbara Sparacino shares the personal struggle of navigating end-of-life care for her own parents despite her extensive professional training. She explains the “prophet in your own country” paradox where family members often dismiss medical advice from their own relatives. The conversation explores the heavy guilt and self-doubt that arise when the professional detachment of a doctor collides with the emotional vulnerability of a child. Barbara highlights the importance of setting boundaries to protect the parent-child relationship and offers advice on extending grace to oneself during this difficult season. Discover how stepping back from the physician role can actually be the greatest gift you give to your aging family.
We must accept finite disappointment, but never ...
02/04/26 at 03:00 AMWe must accept finite disappointment, but never lose infinite hope. ~ Dr. Martin Luther King, Jr.
“Existential risk” – Why scientists are racing to define consciousness
02/04/26 at 03:00 AM“Existential risk” – Why scientists are racing to define consciousness WDC TV News; by WDC TV News Staff; 2/1/26 As artificial intelligence continues to advance and ethical concerns grow alongside it, scientists say the need to understand consciousness has reached a critical point. In a new review published in Frontiers in Science, researchers warn that progress in AI and neurotechnology is moving faster than scientific understanding of consciousness. This gap, they argue, could lead to serious ethical problems if it is not addressed. The authors say explaining how consciousness emerges is now an urgent scientific and moral priority. A clearer understanding could eventually make it possible to develop scientific methods for detecting consciousness. That breakthrough would have far-reaching consequences ...
Stop losing customers: Why your retention strategy needs AI now
02/04/26 at 03:00 AMStop losing customers: Why your retention strategy needs AI nowBusinessWorld; by Sheila Salamanca; 1/6/26Here’s a question that keeps executives up at night: Why are customers leaving, and what can we do about it? If you’re watching customers slip away despite your best efforts, you’re not alone. In subscription-based businesses — think streaming services, software, telecom — losing just 5% more customers can slash profits by 25% or more. The math is brutal. But the solution isn’t acquiring more customers. It’s keeping the ones you have. This isn’t just common sense; it’s now backed by AI... Companies like Verizon and Vodafone have already figured this out. They’re using neural networks, sophisticated AI systems inspired by how our brains work, to predict which customers are about to leave, and how to intervene before it’s too late.Publisher's note: This interesting article recently came across my desk. Hospice's focus retention strategies on staff, not patients. This article might help with both.
CAPC tools and events to help address disparities and improve outcomes
02/04/26 at 02:00 AMCAPC tools and events to help address disparities and improve outcomes Center to Advance Palliative Care (CAPC); email and webpage; 2/2/26 February 2026 marks 100 years of Black History Month. As we reflect on a century of honoring the history and contributions of Black Americans, CAPC’s Project Equity initiative focuses on turning that reflection into action by providing practical tools, innovative practices, and training to help palliative care teams effectively advance health equity for patients living with serious illness.
The Parmenter Foundation expands compassionate care, bereavement community with 2026 grants
02/04/26 at 02:00 AMThe Parmenter Foundation expands compassionate care, bereavement community with 2026 grants Transcendental Meditation News Today, Wayland, MA; Press Release; 2/3/26 ... The Parmenter Foundation, based in Wayland, Mass., will provide $400,000 to nearly two dozen innovative and compassionate programs in four areas of support: children’s bereavement, caregiver support, family bereavement, and hospice care. “We are honored to provide funding to such deserving organizations in 2026,” said Executive Director Angela Crocker. ... Among this year’s grantees is long-term partner Good Shepherd Community Care’s Miriam Boyd Parlin Hospice Residence, ... and Empower Grieving Children, ... [Click here for the full list.]
End-of-life care statistics by care, conditions and illness (2026)
02/03/26 at 03:00 AM[Worldwide] End-of-life care statistics by care, conditions and illness (2026) Market.us Media; by Samruddhi Yardi; 2/2/26 Each year, an estimated 56.8 million people, including 25.7 million in the last year of life, are in need of palliative care. Worldwide, only about 14% of people who need palliative care currently receive it. ... As society continues to grapple with evolving views on life and death, the commitment to compassionate, personalized, and respectful end-of-life care remains paramount. Embracing this philosophy ensures that every individual is allowed a dignified and meaningful conclusion to their life’s journey.
Brookdale Senior Living continues downsizing with focus on owning communities
02/03/26 at 03:00 AMBrookdale Senior Living continues downsizing with focus on owning communities McKnights Senior Living; by Lois A. Bowers; 2/2/26The future, including the future size, of the country’s largest senior living company was brought into sharper focus Friday during Brookdale Senior Living’s Investor Day. In the near term, that future appears to include a more aggressive portfolio pruning than previously announced. In the long term, CEO Nick Stengle didn’t rule out a potential return to the home health and hospice care space, although he said the company has no current plans to do so.
HopeWest holds 30th annual gala to support new dementia program
02/03/26 at 03:00 AMHopeWest holds 30th annual gala to support new dementia program KJCT 8 News - ABC, Grand Junction, CO; by Robbie Patla; 2/1/26 HopeWest held its 30th annual gala on January 31, bringing community members and partners together to support its new Dementia Support Program, which launched in July 2025. ... "This program really supports the caregiver’s journey and provides them with resources so that they are knowledgeable and have the tools to take care of their loved one,” said Breeana Gumpert, Chief Development Officer for HopeWest. ... Over 520 Grand Valley residents attended the sold-out event, which featured a “Romantic Renaissance” theme and raised funds for the program through ticket sales, a silent auction, and donations.
The mere imparting of information is not education. Above all things, ...
02/03/26 at 03:00 AMThe mere imparting of information is not education. Above all things, the effort must result in making a man think and do for himself. ~ Dr. Carter G. Woodson
CMS announces $50 billion Rural Health Transformation Program: What providers and states need to know
02/03/26 at 03:00 AMCMS announces $50 billion Rural Health Transformation Program: What providers and states need to know JD Supra; by Margia Corner, Alexandria Foster, Kendall Kohlmeyer; 2/2/26On December 29, 2025, the Centers for Medicare & Medicaid Services (“CMS”) announced that it will distribute award amounts to all 50 states under the first year of the Rural Health Transformation Program (the “Program”). ... The Program’s $50 billion in funds will be allocated over five years, with $10 billion available each year beginning in 2026. ... Under Public Law 119-21, funding must be distributed to states as follows: ...
Home Care Sector Update - February 2026: 2025 M&A activity recap & key themes shaping 2026
02/03/26 at 03:00 AMHome Care Sector Update - February 2026: 2025 M&A activity recap & key themes shaping 2026 Capstone Partners; Press Release; 2/2/26 As owners evaluate growth, partnership, and exit strategies in 2026, this article provides an update of merger and acquisition (M&A) activity within the Home Care sector, highlighting key themes and summarizing transaction activity across the Personal Home Care, Home Health, and Hospice segments.
How to responsibly use AI in palliative care and hematologic malignancies
02/03/26 at 03:00 AMHow to responsibly use AI in palliative care and hematologic malignancies CancerNetwork; podcast by Ram Prakash Thirugnanasambandam, MBBS; 2/2/26 In a conversation with CancerNetwork®, Ram Prakash Thirugnanasambandam, MBBS, discussed the evolving roles that artificial intelligence (AI)–based tools may play in palliative care and the management of different hematologic malignancies. ... According to Thirugnanasambandam, implementing AI into one’s workflow may help accurately predict disease subtypes and burdens among patients with leukemia, lymphoma, or multiple myeloma. ... Thirugnanasambandam also discussed some of the ethical considerations surrounding the growth of AI-based tools, highlighting information privacy concerns and potentially biased datasets as notable issues with these platforms. Although AI may assist with decision-making, Thirugnanasambandam stated that it ultimately cannot replace a human’s nuanced clinical judgment and empathy.
Los Angeles County hospice industry under scrutiny for suspected Medicare fraud
02/03/26 at 03:00 AMLos Angeles County hospice industry under scrutiny for suspected Medicare fraud Santa Monica Observer, Santa Monica, CA; by Chet McSnark; 2/1/26 With 2,000 hospice agencies, Los Angeles County has more than 36 states combined and 30x more than Florida and New York. ... Recent reports indicate that the county accounts for approximately 18% of the nation's total Medicare billing for these services, despite representing only about 2.5% of the U.S. population. According to statements from CMS Administrator Dr. Mehmet Oz ... has estimated that fraudulent activity in Los Angeles County hospice and home health care could amount to roughly $3.5 billion annually. Federal data shows the county hosts nearly 1,923 hospice providers, a number that exceeds the total in many other states combined.
Blaming younger doctors for setting boundaries ignores the broken system
02/03/26 at 03:00 AMBlaming younger doctors for setting boundaries ignores the broken system The Podcast by KevinMD; podcast hosted by KevinMD with Christie Mulholland; 1/31/26 Palliative care physician and certified physician development coach Christie Mulholland discusses her article “5 things health care must stop doing to improve physician well-being.” Christie challenges the pervasive narrative that younger physicians lack work ethic and argues that their boundary-setting is a rational response to an untenable system. ... Christie explains the double standard where new technology is an investment but physician wellness is expected to prove immediate financial return.
De-mystifying performance measures for hospitalists: Mortality
02/03/26 at 03:00 AMDe-mystifying performance measures for hospitalists: Mortality The Hospitalist; by Matt Cersale, ND, MPH, SFHM; Kristin Gershfield, MD, FHM; Preetham Talari, MD; Anunta Virapongse, MD; 2/2/26 Mortality is the ultimate outcome metric for patient care. In the hospital, measuring mortality appears simple and straightforward, but upon considering the layers of attribution and risk stratification, it becomes significantly more complex. Measures of mortality are used in various quality reporting and national ranking programs, making them a common focus of hospital leadership. However, the connection between hospitalists and measures of mortality is not always clear.
Hospice of the Western Reserve rebrands as Reserve Care
02/03/26 at 03:00 AMHospice of the Western Reserve rebrands as Reserve Care Reserve Care, Cleveland, OH; Press Release; 2/2/26 Hospice of the Western Reserve is now operating under a new name, Reserve Care, reflecting the organization’s full scope of services and its role supporting individuals and families across Ohio through caregiving, serious illness and end of life. Founded nearly 50 years ago as a leading nonprofit hospice provider in Northeast Ohio, the organization has served nearly 640,000 patients and family members throughout its history. Over time, it has expanded to offer personalized services across the continuum of care ...
From new division to new leadership: White House appoints national “Fraud Czar”
02/03/26 at 02:00 AMFrom new division to new leadership: White House appoints national “Fraud Czar” Benesch; by Robert J. Kolansky, Pilar G. Mendez, Briana Cowman; 1/30/26 The White House has announced the creation of a new senior enforcement role focused on identifying, coordinating and advancing large-scale fraud matters across federal programs and the private sector, signaling a renewed emphasis on centralized fraud enforcement strategy rather than a shift in underlying legal standards. According to recent reporting, the Administration has appointed a seasoned investigator and prosecutor, Colin McDonald to serve in this newly created role, informally described as a national “fraud czar.”
Protecting patients at the end of life why CON still matters - part 2
02/02/26 at 03:00 AMProtecting patients at the end of life why CON still matters - part 2 Teleios Collaborative Network (TCN); podcast hosted by Chris Comeaux with Paul A. Ledford and Tim Rogers; 1/30/26 In Part Two of Protecting Patients at the End of Life: Why CON Still Matters, host Chris Comeaux continues the conversation with two of the nation’s most respected hospice policy leaders—Paul A. Ledford, President & CEO of the Florida Hospice & Palliative Care Association, and Tim Rogers, President & CEO of the Association for Home & Hospice Care of North Carolina. This episode moves beyond regulatory theory and into the real-world patient and family experience—especially in states without hospice Certificate of Need (CON) laws. Drawing on decades of leadership, personal stories of loved ones in hospice, and data-informed insights, Paul and Tim explore what families actually face when hospice markets are oversaturated, fragmented, or poorly regulated.
Retired VA Nurse shares what she learned from over 10,000 dying veterans
02/02/26 at 03:00 AMRetired VA Nurse shares what she learned from over 10,000 dying veteransTampa Bay 28-ABC, Tampa Bay, FL; by Wendy Ryan; 1/30/26“Everything I've learned that has really mattered, I learned from the dying. Perspectives shift dramatically as death approaches. The day before you're given a terminal diagnosis, you take your life for granted. The day after, you wake up,” said Deborah Grassman, reading her book ‘Soul Injury.’ For over three decades as a VA hospice nurse practitioner, Deborah Grassman helped over 10,000 veterans take their final breath in peace. In those sacred moments, she began to see something they all carried. She calls it a “Soul Injury”, a wound that quietly haunts you. ...
Cultivating leaders in medicine: We can do better
02/02/26 at 03:00 AMCultivating leaders in medicine: We can do better Medscape; by Aba Black, MD, MHS; 1/29/26 ... there’s no question that medicine as a field has lagged when it comes to propagating tenets of effective leadership. ... [Too] many doctors make it through the endurance run that is medical education without ever being told what makes a good leader. There’s good reason to want more doctors in leadership roles, as healthcare administrators with clinical expertise bring an important skill set to the challenges facing our healthcare system. While hospitals led by economists may fare better financially, physician-led hospitals are associated with lower mortality rates and higher patient satisfaction.
[United Kingdom] Parents to open 'virtual hospice' after unit shuts
02/02/26 at 03:00 AM[United Kingdom] Parents to open 'virtual hospice' after unit shuts BBC News, London, England, UK; by Chris Slegg; 1/31/26 Families of seriously ill children in east London say they are setting up their own hospice service after being left without adequate care following the closure of local hospice, Richard House. The facility in Newham closed on 18 December despite a campaign by parents to keep it open in December. Parents, working with former Richard House chief executive Paul Richards, now plan to open East London Hospice, in order to provide care to families in their homes.
Beyond cost-cutting: A new era in healthcare performance improvement
02/02/26 at 03:00 AMBeyond cost-cutting: A new era in healthcare performance improvement Guidehouse; by Staff; 1/27/26 Healthcare leaders are redesigning operations, rethinking workforce, and embedding technology to weather unprecedented margin pressures. ...
Drivers of disease-specific end-of-life disparities
02/02/26 at 03:00 AMDrivers of disease-specific end-of-life disparities Hospice News; by Holly Vossel; 1/30/26 ... Racial and ethnic disparities persist among underserved patient populations with dementia, who have a stronger likelihood of dying without awareness or access to hospice, recent research has found. Clinicians may play a vital role in moving the needle forward. Nearly 260, 000 Black, Hispanic and white Medicare decedents with dementia-related conditions were recently examined in a new study, which was published in the Journal of the American Medical Association (JAMA) Health Forum. Editor's Note: We posted this study in our Saturday Research newsletter, 12/27/25, End-of-life care for older adults with dementia by race and ethnicity and physicians’ role. This article gives more practical descriptions and applications for its results.
