惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Attack and Defense Labs
Attack and Defense Labs
酷 壳 – CoolShell
酷 壳 – CoolShell
博客园_首页
博客园 - 司徒正美
月光博客
月光博客
Apple Machine Learning Research
Apple Machine Learning Research
T
Tailwind CSS Blog
Jina AI
Jina AI
GbyAI
GbyAI
Y
Y Combinator Blog
罗磊的独立博客
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
P
Proofpoint News Feed
Last Week in AI
Last Week in AI
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
量子位
雷峰网
雷峰网
博客园 - 【当耐特】
H
Hackread – Cybersecurity News, Data Breaches, AI and More
The GitHub Blog
The GitHub Blog
S
Secure Thoughts
博客园 - 三生石上(FineUI控件)
Cyberwarzone
Cyberwarzone
NISL@THU
NISL@THU
J
Java Code Geeks
C
Cisco Blogs
人人都是产品经理
人人都是产品经理
Webroot Blog
Webroot Blog
腾讯CDC
博客园 - 叶小钗
C
Cyber Attacks, Cyber Crime and Cyber Security
T
Troy Hunt's Blog
AI
AI
L
LangChain Blog
Know Your Adversary
Know Your Adversary
T
Tenable Blog
M
MIT News - Artificial intelligence
P
Privacy & Cybersecurity Law Blog
L
LINUX DO - 最新话题
Hugging Face - Blog
Hugging Face - Blog
F
Full Disclosure
P
Proofpoint News Feed
AWS News Blog
AWS News Blog
有赞技术团队
有赞技术团队
A
Arctic Wolf
Security Archives - TechRepublic
Security Archives - TechRepublic
S
Schneier on Security
Recent Commits to openclaw:main
Recent Commits to openclaw:main
W
WeLiveSecurity
The Cloudflare Blog

Forbes - Innovation

Why Do Humans Have Fingerprints? Hint: It’s Not What You Think Booking.com Confirms Data Breach, Reservation PIN Codes Changed Why Major News Sites Are Blocking The Internet Archive’s Wayback Machine iPhone Fold Release Date: New Report Details Frustrating Apple News Comet Tracker: How To See Pan-STARRS And Three Planets On Wednesday NYT Mini Crossword Today: Tuesday, April 14 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Tuesday, April 14 (It’s A Little Unclear) Today’s Wordle #1760 Hints And Answer For Tuesday, April 14 Most Of The Microplastics In Urban Air Come From Tires Today’s Wordle #1759 Hints And Answer For Monday, April 13 NYT Mini Crossword Today: Monday, April 13 Hints And Answers NYT Pips Today: Hints, Answers And Walkthrough For Monday, April 13 The YC Chief Who Codes 10,000 Lines A Day Has A Simple Secret Samsung Expands One UI 8.5 Beta To More Galaxy Owners Why You Should Stop Using Your iPhone If It’s On This List Chamath Says Firms That Treat AI As A Strategy Hand Rivals Their Edge 3 Unexpected Habits Of Secure Couples, By A Psychologist The First Lamp That Folds Your Clothes Samsung’s Disappointing Price Update For Galaxy Phone Buyers 3 Subtle Signs Someone Is Falling In Love With You, By A Psychologist Do Mantis Shrimp See More Colors Than Humans? A Biologist Explains NYT Connections Answers Explained For Monday, April 13 (#1,037) NYT Connections Hints Today: Monday, April 13 Clues And Answers (#1,037) LEGO Luigi & Mach 8 (72050) Review: 2026’s Best Set Yet? Marc Andreessen Says AI Productivity Will Trigger A Hiring Boom 3D Printing Is The Ultimate Hack To Reduce Household Spending Apple iPhone Fold: Striking Design Revealed In Leaked Photos Apple Smart Glasses: New Leak Reveals A Major Design Twist To Beat Meta Tested: The AI Coming To The Rivian R2 Quordle Hints Today: Monday, April 13 Clues And Answers Companies And H-1B Employees Endure Immigration Waits At Consulates 3 Easy Ways To Turn Anxiety Into Sustained Focus, By A Psychologist Here’s The Most Affordable Humanoid Robot You Can Buy Now UFC 327 Results: 5 Biggest Takeaways From A Wild Night In Miami UFC 327 Results, Bonus Winners, Highlights And Reactions Dana White Announces Huge New Fight For UFC White House Today’s NYT Strands Hints, Spangram, Answers: Sunday, April 12 (Get Ready) Tesla ‘Model 2’ Rises From The Ashes Today’s Wordle #1758 Hints And Answer For Sunday, April 12 NYT Pips Today: Hints, Answers And Walkthrough For Sunday, April 12 Tyson Fury Vs. Arslanbek Mahkmudov Results: Highlights and Reaction NYT Mini Crossword Today: Sunday, April 12 Hints And Answers How Shadow AI Culture Is Destroying Your Business Venture Capital Funds That Market Like Startups Win More Deals Conor Benn Vs. Regis Prograis Results: Highlights and Reaction Samsung’s Disappointing Price Update For Galaxy Phone Buyers Artemis Reached The Moon. The Grid Can Reach The 21st Century A Biologist Explains How Archerfish Shoot Down Prey. Hint: Their Aim Rivals Human Throwing Is It Time For Apple To Forget About The MacBook Air NYT Connections Hints Today: Sunday, April 12 Clues And Answers (#1036) Trump’s 2027 Budget To Reshape U.S. Environmental And Energy Policy CDC Delays Reporting Of COVID-19 Vaccine Benefits—Here’s What To Know Oura Has Designed A Solution To A Big Smart Ring Problem Netflix’s Best New Show Has A Near-Perfect 95% Rotten Tomatoes Score Coachella 2026 Is Being Taken Over By Creator Streams Quordle Hints Today: Sunday, April 12 Clues And Answers This Startup Wants To Use AI To Help Digitize History How To Get The Best Shield In ‘Crimson Desert’ Microsoft Venom Attack Targets C-Suite Executives ‘Maul: Shadow Lord’ Sets Even More Star Wars Rotten Tomatoes Records 3 Ways Happy Couples Argue Differently, By A Psychologist Success For Leapmotor Might Have Negatives For Stellantis New Names Surface As Potential Rogue And Wonder Woman In The MCU And DCU 4 Reasons Artemis Mission Matters Even If You Think It Is Wasteful Fast ‘Crimson Desert’ Patch Adds New Moves, Shield Hiding And One Great Feature Why Do Humans Blush? An Evolutionary Biologist Explains The Signal We Can’t Control Apple iPhone Fold: Striking Design Revealed In Leaked Photos Adobe Attacks Underway—Windows And Mac Users Given 72 Hours To Update iOS 26.4.1 Release: Crucial iPhone Feature Update Arrives, But No Security Fix Fury vs. Makhmudov Full Card, Ring Walk Times and How to Watch Can’t Stand Liquid Glass? This New Hidden iPhone Setting Is A Game-Changer Test-Driving The 2026 Changan Deepal S05: Italian Style Made In China NSA Warning—Reboot Your Internet Router Now Ways That Human-AI Collaboration Slides People Into ‘AI Brain Fry’ And Cognitive Downturns Stop Using These Networks—Google, NSA And TSA Warn NASA Changes Moon Plan: Landing Now Depends On SpaceX Or Blue Origin Samsung Expands One UI 8.5 Beta To More Galaxy Owners The Evolution Of Programmable Hardware At Xilinx NYT Mini Today: Saturday, April 11 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Saturday, April 11 (You’re Putting Me On) Splashdown! NASA’s Artemis II Returns To Earth After Moon Mission Attention Is All You Need. The Human Kind Is Still The One That Counts Today’s Wordle #1757 Hints And Answer For Saturday, April 11 NYT Pips Today: Hints, Answers And Walkthrough For Saturday, April 11 Android Circuit: Galaxy S27 Pro Emerges, Honor 600 Pre-Order Offers, Pixel 11 Display Leaks Apple Loop: iPhone 18 Pro Leak, Urgent iOS Update, MacBook Neo Issues Morgan Stanley Has Mostly Positive Outlook On Tesla Robotaxi, FSD V15 Running Out Of AI Tokens Faster Than Ever? Here’s Why CoreWeave Shares Pop 13% After Anthropic Deal ‘Euphoria’ Season 3’s Rotten Tomatoes Score Crashes, Has Lost Key Player People Don’t Agree On What AI Can Do, But They Don’t Even Use The Same Product ‘Overwhelming’—Google Issues Gemini Update For Gmail Users NYT Connections Hints Today: Saturday, April 11 Clues And Answers (#1035) Quordle Hints Today: Saturday, April 11 Clues And Answers The Costly Dream Of Space-Based AI Infrastructure Can You See The Watcher In This ‘Daredevil: Born Again’ Shot? Adobe Attacks Underway—Windows And Mac Users Given 72 Hours To Update You Just Watched The Backdoor Pilot For ‘The Pitt: Night Shift’ Are Nicotine Pouches Like Zyn And VELO Safe To Use? A Doctor Answers Human Resources (HR) Is The Key To AI Success Per WalkMe ( SAP)
Independent Evidence Reviews Overturn Denials Of Healthcare Coverage
Joshua P. Cohen · 2026-05-04 · via Forbes - Innovation
Document with denied stamp and a stamper  put on the  wooden table

Independent evidence reviews lead to fewer health insurance denials of claims.

getty

In New York state, large numbers of insurance denials were overturned when independent clinical experts got involved in reviewing cases. This suggests ideas for possible reform of claims evaluations and the use of prior authorization by insurers.

Over a six-year period between 2019 and 2025, almost half of a large set of denied health insurance claims in New York state were reversed when the cases reached independent review organizations, comprised of clinicians unaffiliated with insurers. The study published in JAMA Internal Medicine also demonstrates how persistence in appealing denied health insurance claims paid off for patients and doctors, as nearly 80% resulted in overturned decisions.

For prescription medicines, prior authorization is often required for brand-name drugs that have a generic available, as well as high-cost therapeutics, whether branded or generic. Here, the restriction implies that a healthcare provider or patient must obtain pre-approval from a health insurer before the plan commits to covering a specific medical service, treatment or prescription. From the perspective of health plans, this process ensures that only treatments deemed “medically necessary” will be covered.

Across all markets in the healthcare system—commercial and public—health insurers issue millions of claim denials based on prior authorization every year. Patients can request medical exemptions or appeal plan decisions, but the process is often complicated and cumbersome. NBC News reported that some patients are “stuck in prior authorization” purgatory as they “run out of time or treatment options.” An Office of Inspector General memorandum published in 2022 pointed to instances in which Medicare Advantage plans incorrectly denied beneficiaries’ access to services even though they met coverage rules.

Writing in HEALTH CARE un-covered, advocate for health insurance payment reform and former executive at the Cigna insurer, Wendell Potter, critiqued a model being implemented this year by the Trump administration. The demonstration project is dubbed WISeR for Wasteful and Inappropriate Service Reduction. The Centers for Medicare and Medicaid Services is contracting with private, for-profit entities to deploy artificial intelligence to assess the appropriateness and necessity of care for many seniors enrolled in traditional Medicare. An ongoing investigation suggests the model is leading to delays in care and even denials in some instances in each of the six states it is being piloted.

Independent of WISeR, Medicare Advantage insurers have been using prior authorization extensively, sometimes with the help of AI, subjecting hundreds if not thousands of procedures and technologies to utilization restrictions. By contrast, traditional Medicare uses prior authorization sparingly, for only 52 outpatient medical services, some durable medical equipment, and repetitive scheduled non-emergent ambulance transport.

Faced with criticism about coverage conditions, health insurers, including Medicare Advantage plans, are promising fixes to the ways in which prior authorization is implemented. Representatives from several major plans said last summer they had pledged to the Department of Health and Human Services they would improve pre-approval protocols for diagnostic and screening tests, prescription medications and hospital or clinic procedures. The companies vowed to reduce the number of claims subject to prior authorization, standardize electronic requests for exemptions and appeals and resolve 90% of requests in real time by 2027. They also expressed hope that AI would facilitate a more efficient set of “patient-friendly” decision-making processes.

When CMS Administrator Mehmet Oz was asked in 2025 why he thought this effort by the industry could work when others have failed, he responded by saying that the technology is better now and the administration plans to back the efforts with regulation. “Either you fix it, or we’ll fix it,” Oz told insurance company executives.

Oz was probably referring to executive branch actions but also bills that have been introduced by Democrats and Republicans alike which specifically target Medicare Advantage insurers. The proposals focus on standardizing prior authorization procedures and increasing transparency of and reporting on decision-making. This includes requiring insurers to provide detailed clinical reasoning to justify use of the management tool. Additionally, the introduced legislation looks to mandate clear timelines for the processing of medical exemptions and appeals.

Possibly to preempt legislative action, organizations representing health plans released data last month that suggests they’re complying with lawmaker and administration demands. The industry-based survey reveals that since last year, requests for prior authorization have declined by 11%, including a reduction of more than 15% in Medicare Advantage. It’s unknown, however, whether the denial rate has decreased. Nor is it clear whether physicians unaffiliated with health plans were carrying out independent clinical reviews to specify appropriate prior authorization protocols and determine the status of appeals.

Decades ago, when prior authorization was first introduced, it was mostly deployed to ensure medicines were being administered to or taken by the right patient for an appropriate indication. To some extent, this holds true today, too. Prescription medications tagged with prior authorization can have potential safety concerns, including things like drug-drug interactions which prescribers and patients need to be aware of. Additionally, certain drugs should only be prescribed to patients who’ve been identified through biomarker testing as being likely to respond positively or unlikely to suffer from an adverse reaction. In these instances, prior authorization is essential.

And so, ideally prior authorization can optimize the use of healthcare services and technologies. If deployed judiciously, such policies are intended to be checks on overutilization. In this context, insurers may nudge physicians towards prescribing less costly alternatives that are therapeutically equivalent. But this presumes the treatment options health plans favor work as well or better than the intervention placed under prior authorization protocol. Moreover, imposing such a prerequisite can increase the administrative burden on both doctors and patients, delay care or result in no treatment at all, which may in turn lead to worse health outcomes and greater costs in the long run.

What’s more, even in the short term, plans may not actually save that much money by instituting prior authorization as it doesn’t ultimately prevent that many patients from accessing services or products. To illustrate, upon appeal, of 35 million prior authorization requests to Medicare Advantage plans in 2021, 82% were reversed.

Perhaps there is a way forward for prior authorization that would make it more palatable to patients and healthcare providers alike. The Center for American Progress maintains that “independent clinical reviews” ought to replace standard prior authorization protocols. Policymakers writing for the Center express concern that prior authorization may result in delays in care and even outright denials of coverage.

To reform claims evaluations and the use of prior authorization, policy experts envision requiring that coverage decisions be supported solely by evidence-based medical criteria being reviewed by independent clinicians.