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Published: November 25, 2025 by Adam.Lewis@experian.com

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Docker is an open-source project to easily create lightweight, portable, self-sufficient containers from any application. The same container that a developer builds and tests on a laptop can run at scale, in production, on VMs, bare metal, OpenStack clusters, public clouds and more.

Docker is an open-source project to easily create lightweight, portable, self-sufficient containers from any application. The same container that a developer builds and tests on a laptop can run at scale, in production, on VMs, bare metal, OpenStack clusters, public clouds and more.

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How do different generations react to healthcare costs?

Does a patient’s age influence their experiences with rising healthcare costs? A recent report from Experian Health and PYMNTS points to a generational gap when it comes to the impact of and responses to medical bills. The study takes a deep dive into how Gen Z, millennials, Gen X and seniors are reacting to the growing cost of care. From canceling appointments to being surprised by out-of-pocket expenses, this article looks at the key differences in generations and healthcare costs, and the tools and solutions providers can implement to support their patients. Millennials are most likely to cancel appointments due to high-cost estimates A worrying proportion of patients are choosing to delay or forego care because of concerns about cost. This seems to be felt most acutely among younger patients. According to the new data, 74% of millennials and 56% of Gen Z patients have canceled a healthcare appointment after receiving a cost estimate that was higher than they could afford, compared to 13% of baby boomers and seniors. Gen X patients fell in the middle, with just over half canceling appointments after receiving high estimates. That said, healthcare costs affect all generations. While older patients seem less likely to cancel appointments due to cost, the “Medicare Effect” suggests that many hold off seeking care in the first place, until their costs are covered at age 65. Many households, regardless of demographic, are walking a financial tightrope as inflation continues to climb and patients bear responsibility for a greater portion of healthcare costs. Providers can help minimize the number of patients forgoing essential care by helping to track down any available coverage, so patients aren’t inadvertently billed for care that could have been covered by a forgotten health plan. Coverage Discovery continuously scans commercial and government coverage using multiple proprietary data repositories, advanced search heuristics, and machine learning matching algorithms. Finding missing coverage means upfront estimates will be more accurate, and patients will be likely to see a lower co-pay amount. In 2021, Coverage Discovery tracked down previously unknown billable coverage in more than 27.5% of self-pay accounts and found more than $66 billion in corresponding charges, removing a huge burden for patients and providers alike. Gen Z patients are most surprised by out-of-pocket expenses Overall, 19% of patients found they spent more on healthcare than they could afford in the last 12 months. As would be expected, those who received inaccurate estimates (43%) experienced more financial distress than those who received accurate estimates (26%). Among those who paid out-of-pocket expenses for their most recent healthcare visit, Gen Z patients were the least aware that they would be required to make a payment, with 32% not knowing that they’d need to make co-payments. Only 20% of Gen X and 10% of baby boomers and senior patients were unaware. One way to alleviate the strain of unexpected bills is to issue cost estimates automatically, before the patient’s visit. Only 34% of surveyed patients received estimates automatically before their visit, so it’s no surprise that many are caught unaware when the final bill arrives. With Patient Estimates, patients get a breakdown of their expected costs based on real-time provider and payer data. The estimates are delivered automatically to the patient’s mobile device (along with links to convenient payment methods. An earlier report by Experian Health and PYMNTS found that patient satisfaction rose by 10% when billing estimates were provided, underscoring their value. Millennials pay the highest out-of-pocket expenses Millennials appear to have been hardest hit by out-of-pocket bills. The average across all respondents was $363, but millennials paid an average of $619. This could explain why millennials were more likely to cancel appointments. Providers can help patients manage balance bills by providing tools that make it easier to plan and pay their bills. For example, Patient Financial Clearance screens and segments patients so providers can help guide them to the most suitable financial pathway. PatientSimple and Patient Financial Advisor help patients access cost estimates, identify best-fit payment plans, apply for financial assistance and make payments, via their patient portal or mobile device. Baby boomers and seniors are most satisfied with the healthcare payment process Most patients were generally satisfied with the payment process for their medical bills. Older patients appeared to be slightly more content, with 77% of baby boomers and seniors saying they were satisfied, compared to just under 70% of Gen X and millennial patients. Gen Z was the least satisfied, at 60%. With 22% of unsatisfied patients saying they’d consider switching providers, getting the payment experience right is high stakes for providers. So, how can providers improve the payment experience for those who are less than completely satisfied? Accurate estimates, tailored payment plans, clear communication and convenient payment methods will all be in the mix. For most healthcare organizations, this will mean embracing digital tools and automation. Experian Health’s State of Patient Access 2.0 survey revealed that while younger patients may be especially receptive to a digital patient payment experience, it crosses generational lines. Members of “Gen C” – digitally-connected consumers of all ages – are looking for a streamlined payment experience. When patient loyalty and decisions about when to receive care are so heavily influenced by the financial journey, it makes sense to offer digital estimates, billing and payments where possible. The good news for providers is that prioritizing patient satisfaction doesn’t mean sacrificing efficiency. Automation and digitalization can facilitate greater choice and convenience for patients, without requiring additional staff input. In fact, it’s likely to yield productivity gains and free up staff to focus on delivering an even better patient experience, and support patients to get the care they need. Find out more about how Experian Health’s suite of patient payment solutions can help providers deliver a financial experience that satisfies patients of all generations and healthcare costs.

Sep 27,2022 by Experian Health

5 benefits of automating healthcare claims management

Automated claims processing could solve one of the biggest challenges currently facing healthcare providers: maximizing reimbursements by minimizing denied claims. Denials have been steadily increasing over the last few years. An MGMA Stat survey found that nearly seven in ten providers witnessed a jump in denials during 2021, although the trend took hold even before COVID-19 hit. If providers rely on outdated systems and tools to process the growing volume of claims, it's inevitable that denial rates will continue to climb. It's not surprising then that a new Experian Health survey revealed almost 3 in 4 providers stated that reducing claim denials takes precedence over other priorities. Getting claims right the first time is no easy task. Traditionally, the claims management process has been labor and time intensive. Claims teams spend hundreds of hours gathering documentation, preparing claims for submission, engaging with medical clearinghouses, and then monitoring claims adjudication while they await the payer's verdict. Should a claim be denied, more staff hours may be required to rework it for a second attempt at reimbursement. Even if administrative budgets and staffing numbers increased in line with demand, inefficient manual systems can no longer bear the burden of data to be managed. With more providers heading into the danger zone of claim denials, automated claims processing tools are growing in popularity. These enable more efficient claims management, boosting productivity, easing pressure on staff, and above all, minimizing denials. Experian Health's survey found that 78% of providers are open to replacing current technologies if they are presented with compelling ROI projections, reflecting the urgency of the situation. What is automated claims processing? Automating claims involves the use of digital technology, software, machine learning and advanced analytics to optimize healthcare claims management. This can include: pre-filling data into digital forms to avoid data input errors using intelligent document processing to pull unstructured information into a single, usable format comparing data from multiple sources and flagging inconsistencies providing real-time insights and status updates allowing multiple parties to work from interoperable data Tools such as robotic process automation (RPA) can be used to replace manual activities, using data, logic and business rules to make decisions within certain parameters. This eases pressure on busy staff and improves efficiency, for example, when prioritizing claims to be reworked. Imagine how much faster a software program can synthesize hundreds of current and historical data points, compared to a human trying to do the same job. There are opportunities to automate just about every stage of the claim lifecycle, from the patient's first interaction with their provider to reimbursement. For example, automation can be used to: Streamline patient onboarding and automate identity checks to avoid errors in patient information Verify insurance eligibility and run continuous coverage checks to see if the patient's status has changed Maintain a complete electronic health record that follows the patient throughout their healthcare journey, so claims contain correct information Track payer policy changes and apply custom edits so that coding information is correct Scrub claims to find and fix any errors before they are submitted Submit claims to payers and monitor the claims adjudication process Optimize the denials management workflow and prioritize denied claims for resubmission Verify reimbursements and initiate patient billing processes. Virtually any repetitive, process-driven, or paper-based task from claim creation to claim reimbursement is an opportunity for automation. As technology advances, so do the opportunities to streamline operations, reduce time to reimbursement, optimize decision-making, reduce costs and improve the patient experience. Here are the 5 benefits of automated claims processing: 1. Automated claims processing streamlines operations Automation's number one benefit is allowing providers to move away from inefficient and error-prone manual processes. Staff no longer need to sift through disparate and complex coding lists, medical records and payer edits looking for the correct information to attach to a claim. Together with electronic records management, automation allows for standardized workflows, so the entire claims cycle is more consistent, and decisions are based on real-time accurate data. It helps to eliminate time spent searching for missing information, reformatting data to meet payer requirements, and trying to figure out which claims are worth reworking. Multiple digital tools are available to optimize different tasks within the claims processing workflow. But for maximum efficiency, providers should look for solutions that work together within an integrated system. Using a single vendor makes it easier to manage data consistently and simplifies system-to-system interactions. A comprehensive claims management solution also creates a smoother user experience, for example, by allowing staff to check real-time insights within one dashboard, using one log-in. Experian Health's suite of healthcare claims management solutions connects each step in the claims workflow to speed up claims processing. For example, ClaimSource manages the entire claim cycle in a single, scalable online application that serves individual hospitals and physician practices through to large multi-facility health systems. It creates custom work queues and integrates electronic remittance data directly, to allow staff to prioritize high-impact claims and speed up reimbursement. 2. It saves staff time and resources Outdated and clumsy processes can contribute to staff burnout, poor performance and difficulties attracting and retaining top talent, even more so as patient volumes return to pre-pandemic levels. By removing many time-wasting manual tasks, automated claims processing allows staff to use their time more productively. It's particularly important amidst ongoing staffing shortages, which put additional strain on existing staff. Some of the most time-consuming manual activities occur in the prior authorization workflow. Prior authorizations are also a common cause of claim denials. Because payer requirements around prior authorizations change frequently, staff must painstakingly check each payer's website before submitting authorization requests to ensure that the necessary documentation is in place. Once submitted, they must log in to different payer portals to track progress. According to the American Medical Association, some physician practices spend more than two full days processing prior authorizations each week. But with automated prior authorizations, staff can prevent delays and denials. Online prior authorizations automate inquiries and submissions without the need for user intervention, instead drawing on payer data that are already updated and stored in the system. It auto-fills the necessary information and flags where manual intervention is required. It can initiate more authorizations in less time, and guide staff to the highest-priority tasks using dynamic, exception-based work queues. By reducing the error rate, automation also facilitates faster claims processing, which means payments can be processed and issued more quickly. 3. Automation generates more accurate and actionable insights Automation doesn't just save time; it also gives staff greater clarity and control over the claims process. Automated digital solutions facilitate more reliable data management to reduce errors, and generate real-time insights based on accurate information. A large proportion of claims are denied because patient information doesn't match the payer's records. This can be easily avoided using robust electronic medical records that hold data in standardized formats and automatically populate forms with the correct information. Electronic data management also gives staff richer and more reliable insights, by pulling together all the information they need into a single, accessible interface. Using an automated tracker such as Denial Workflow Manager makes it easy for staff to monitor claims, denials and remittances in one place. Not only does it track denials, holds, suspends, zero pays and appeals, but it also provides detailed analysis to help root out the causes of denials, so they can be avoided in the future. Staff can immediately see which claims need attention and resolve them much more quickly, as opposed to using manual processes. Enhanced Claim Status complements Denial Workflow Manager by automatically generating work lists for staff, complete with actionable data to help them check off the tasks quickly and accurately. The software sends automated status requests based on each payer's claims adjudication timeline, to see if claims are pending, denied, returned-to-provider or zero-pay transactions. This takes place before the Electronic Remittance Advice and Explanation of Benefits are processed, so staff can respond quickly and avoid unnecessary denials or delays. 4. Faster claims processing equals faster payment According to the Council for Affordable Quality Healthcare (CAQH), the time saved by switching from manual to electronic claims processing could save the medical industry up to $1.7 billion each year. The increase in accuracy leads to more first-time pass-through rates and optimized decision-making around which claims to rework. While automation requires some upfront investment, the output tips the balance in favor of faster, higher reimbursements. Experian Health's Claim Scrubber solution is one example of how automated claims processing can reduce undercharges and denials, optimize staff time and improve cash flow. This program reviews each pre-billed claim, line-by-line, to check that coding details are accurate. It then applies general and payer-specific edits and verifies that the claim is free of errors before it's submitted to the payer or clearinghouse. As a result, more claims are correct – and therefore paid – the first time, and staff can spend less time chasing old accounts receivable. Case study: Read how Summit Medical Group Oregon – Bend Memorial Clinic reduced A/R days and volume by 15%, and achieved a 92% clean claims rate with Claim Scrubber and Enhanced Claim Status. 5. Automation can transform the patient experience Getting claims right the first time starts at the beginning of the patient journey. A digital patient access experience is more convenient and satisfying for patients and helps prevent errors that can lead to denied claims later. Patient contact information can be automatically pre-filled so the patient can check for errors. If a patient adds new data when they're scheduling or registering for care, that information can be automatically checked against the data already on file, and flagged if there are inconsistencies. Further along, the efficiencies afforded by claim process automation mean patients don't have to wait so long for confirmation that their medical expenses have been handled. Or, if they have an out-of-pocket amount to pay, they'll get clarity about their financial responsibility much sooner. Patient portals are a great tool for helping patients track claims when and where it suits them, rather than having to wait to speak to a call center agent. And by making the claims process more efficient, automation also releases staff from time-consuming repetitive administrative tasks so they're free to support patients with more complex queries. Automation can elevate the customer experience with personalized communications and simplified transactions, from patient access to patient payments. Transitioning to automated claims management As the volume and complexity of claims to be processed increases, providers need to find ways to manage the workload, alleviate pressure on staff and prevent unnecessary revenue leakage. Working with a trusted vendor can ease the transition to automation and maximize potential cost savings. Experian Health provides industry-leading software solutions to improve healthcare claims and denials management so that more claims are clean the first time. In fact, Experian Health was voted as the top claims vendor for hospitals in the 2022 Black Book vendor survey, for the second year in a row. Find out more about how Experian Health's suite of healthcare claims management products can help providers reduce denials, rebilling and drive up reimbursements with automated, clean and data-driven claims processing.

Sep 22,2022 by Experian Health

The growing impact of healthcare data breaches

New data reveals that the number of healthcare data breaches continues to climb, causing financial and reputational damage to healthcare providers. HIPAA Journal reported 692 large healthcare data breaches between July 2021 and June 2022 that exposed the records of over 42 million individuals. The number of records breached in June 2022 was more than 65% higher than the monthly average over the previous year, highlighting the need for providers to stay on top of their game when it comes to protecting patient data. In a recent conversation with PYMNTS, Chris Wild, Experian Health’s Vice President of Adjacent Markets and Consumer Engagement, discussed the consequences of healthcare data breaches and set out the key steps providers should take to prevent and resolve security incidents. Compromised patient records send financial and reputational costs soaring IBM reports that financial damages resulting from data breaches have reached a 12-year high, with the average breach in healthcare costing $10.1 million, up nearly $1 million since 2020. Wild notes that this includes a huge range of costs, from HIPAA fines to operational costs to curb and resolve breaches: “The cost of dealing with a breach is enormous. There’s anything from penalties of $100 per incident to $1.5 million per year. You’ve got reconciliation costs – trying to patch the holes in technology stacks and things like that. You’ve also got inbound phone calls from concerned patients who’ve just heard about a breach and want to know if it impacts them.” But Wild says that beyond HIPAA fines and operational expenses, the greatest cost is repairing the reputational damage of breaching patient trust: “the reputational cost is enormous because once you lose a patient, you lose a patient.” Wild suggests a two-pronged approach to mitigate the risk and impact of a healthcare data breach that focuses on prevention and preparation. Protecting patient identities to deliver a satisfying and secure consumer experience  An unfortunate side effect of the accelerated adoption of digital health solutions during the pandemic was that it opened the door to new methods of medical crime and fraud. Patients interact with their data electronically more often, thus increasing their vulnerability to cyber-criminal attacks. Preventing infiltration by bad actors before they occur should be the priority. In the past, efforts to secure a patient’s identity have relied on personal security questions, considered unanswerable by anyone but the patient. However, Wild says that asking for past addresses and details of previous living arrangements may no longer be the gold standard: “We’re finding that this is a little bit passé now. There’s a lot more that goes into identifying somebody, and that goes along with improving security, but it also improves the patient experience. There’s always been a balance between trying to make sure that data is secure on the one hand, but also make sure that it’s easy to access on the other.” To this end, providers should look for patient engagement solutions that deliver a flexible, convenient and consumer-friendly patient experience, while ensuring that patient data is secure. Wild suggests a few specific strategies, such as monitoring device ID and validating the identification documents used during patient registration: “When you have your cell phone or your tablet or your laptop, or your computer, or even your voice assistant devices, they all have a device ID. We keep track of those and see which ones are being naughty, which ones are being nice. We can start to ramp up when we see a naughty device acting naughty. But also think about things like document verification, validating that a driver’s license being shown to a registrar is actually a real driver’s license, or things of that nature.” A multi-layered approach to securing patient portals and other digital patient access tools will ensure there is no single point of vulnerability. Experian Health’s patient portal security solutions with Precise ID include a range of protections, including two-factor sign-in authentication, device intelligence and additional checks on risky requests to proactively secure patient identities. Each element protects against a specific type of threat, building up defensive depth to thwart attempts to breach patient data. Responding quickly in the event of a healthcare data breach Prevention only goes so far, though. Evidence suggests that most healthcare providers will be hit by a data breach at some point. Wild suggests that regular “fire drills” can help ensure that everyone in the organization knows how to respond, should the worst happen: “For a healthcare data breach or any sort of misappropriation of patient or member data, you want to make sure you’re keeping things safe, keeping things secure, and make sure that all of the associated people know what to do.” Wild says this must include front desk staff who will be answering phones from worried patients, through to marketing teams who will need to put out proactive messages about what happened and how it will be dealt with. How a provider responds may have an even greater impact on their reputation and patient loyalty than the breach itself. All of this can be pulled together in a data breach response plan, which sets out exactly what needs to be done and by whom, to help organizations avoid missteps in the aftermath of a breach. Experian Health’s Reserved ResponseTM program can help healthcare organizations put together a data breach preparedness plan in as little as three days. The program is based on 17 years of real-world experience dealing with data breaches and has evolved as security threats and consequences have increased. The program offers providers guides, templates, checklists and service-level agreements to guarantee manpower, infrastructure and response readiness at the most crucial moments. As the uptake of patient portals and other digital patient access solutions accelerates, finding the right data security partner to help navigate the unprecedented threats and consequences will be essential. Watch the full interview with Chris Wild and find out more about how Experian Health helps healthcare providers protect patient identities to prevent healthcare data breaches.

Sep 20,2022 by Experian Health

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