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Published: November 26, 2025 by AhmadAlbakri.Zabri@experian.com

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Case study: Schneck Medical Center prevents claim denials with AI

“The challenge we sought to overcome by leveraging AI Advantage at our organization was just gaining more insight into how denials originate and what actions we can take to prevent those from happening.” — Skylar Earley, Director of Patient Financial Services, Schneck Medical Center Challenge Starting as a 17-bed hospital more than 100 years ago, Schneck Medical Center now serves four counties in Indiana, with a staff of more than 1,000 employees, 125 volunteers and nearly 200 physicians. The organization’s vision is to deliver excellence, lead transformation and advance health, underpinned by a patient-first philosophy. For the Patient Financial Services team at Schneck Medical Center, reworking denied healthcare claims was often time-consuming and inefficient. Billers tended to prioritize high-value claims, without knowing the probability of reimbursement. They sought a denial management solution that would reduce the risk of denied claims and minimize their impact on the revenue cycle. Solution Schneck worked with Experian Health to test two new denial management solutions that use artificial intelligence (AI) to reduce the likelihood of denials and prioritize rework to maximize reimbursement. The first, AI Advantage™ – Predictive Denials, uses AI to predict claims that have a high chance of being denied, so they can be corrected before the claim is sent to the payer. If a claim review exceeds the suggested threshold for denial probability, an alert is triggered, and the flagged claim is automatically routed to the appropriate biller. The biller investigates the alert to understand what changes are needed. This might include checking insurance eligibility, reviewing coding errors or reviewing authorization status. Once the alert is resolved, the claim can be automatically resubmitted. The second solution, AI Advantage™ – Denial Triage, prioritizes denials based on the potential for reimbursement so staff can focus recovery efforts on the right claims. The triage process starts with identifying between 2 and 10 denial segmentation categories based on likelihood of reimbursement. Schneck chose to identify 5 categories to start. Individual remits are evaluated and automatically assigned to the appropriate category, so they can be routed to the correct specialist. The tools use historical claims data and a continuously learning AI model to detect patterns in payer decisions. Staff can customize denial probability thresholds and segmentation criteria to ensure claims are routed to the correct specialist. The solutions integrate seamlessly with Schneck’s existing claims management system, ClaimSource®, and other health information workflows. Outcome After just six months, AI Advantage helped Schneck reduce denials by an average of 4.6% each month. Corrections that would previously have taken 12 to 15 minutes to rework can now be processed in under 5 minutes. Staff report that the thresholds determined by AI Advantage – Predictive Denials are highly accurate, leading to better decision-making when reworking claims prior to submission. And with AI Advantage – Denials Triage, staff feel confident that they’re focusing their attention on the right segments, rather than wasting time on high-value claims that are unlikely to be reimbursed. Skylar Earley says, “Before, we had no insight into whether we were performing value-added work when we followed up and worked denials. Now we see those percentages.” Learn more about how AI Advantage generates insights to help healthcare organizations reduce time spent working denials and maximize reimbursement.

Mar 22,2023 by Experian Health

Ease staffing challenges with patient self-scheduling

Staffing shortages continue to plague the healthcare industry, creating challenges for both healthcare providers and patients. In a 2022 CVS Health-Harris Poll National Health Project survey, 51% of 2,023 U.S. adults surveyed said they had been directly affected by healthcare staffing shortages. Among this group, 45% had trouble scheduling appointments, more than a third said their doctor was operating on reduced hours, and a quarter had treatments or surgeries delayed. Digital self-scheduling solutions help patients access care even when appointments are in limited supply. It allows patients to schedule care whenever they decide they need it—during the work day, in the evening, or overnight when a child wakes up coughing—without having to rely on front desk or call center availability. Coupled with digital registration and patient outreach, self-scheduling helps to uncomplicate early steps in the patient journey, making it easier for patients to access care, prepare for their visits, and keep their appointments without canceling. Getting provider scheduling right is a critical step With staff and inventory in short supply, healthcare organizations are under increasing pressure to optimize scheduling. “Some doctors may only be available a few days a week,” explains Sanju Pratap, Vice President of Product Management at Experian Health. “They may prefer to see new patients only on certain days or reserve a certain number of next-day or same-day appointments for patients with urgent needs. Scheduling has to account for these details, while effectively connecting patients with the care they need, and ensuring that next-day or same-day appointments are available to book when appropriate.” At the same time, overbooking and scheduling glitches can contribute to burnout, a growing problem that contributes to the industry staffing shortage. “It’s absolutely critical to get scheduling right,” Pratap says. Digital solutions help keep complex schedules in order, while also making inventory available via a variety of channels. “We’ve been able to offer appointments across multiple access points: hospital websites, practice websites, our contact centers, and in our texting and referral outreach programs,” says John Mercer, Executive Director of Online Scheduling at HCA Healthcare. “Experian Health's Patient Schedule has been well-received by our provider population, both employed and affiliated,” Mercer says. “It affords providers the opportunity to receive new patients from a digital domain even when the office is closed. We can also specify certain appointment types and dedicated inventory for patients with acute needs." Listen in as John Mercer, Executive Director of Online Scheduling at HCA Healthcare, discusses how they utilize Experian Health's Patient Schedule solution to improve the patient experience: In a digital world, patients would rather do it themselves Meanwhile, 90% of patients want easier access to care in the form of digital self-scheduling tools, according to a 2021 Salesforce survey. This isn’t surprising in a world where consumers use digital self-service to accomplish logistically complicated tasks every day. Summoning a late-night ride in a strange city or finding replacement parts for a 1970s-era light fixture used to seem difficult. Now, the integration of digital self-service into daily life means a majority of consumers feel willing and able to handle scheduling themselves. It may be a happy accident: At a moment when scheduling and staffing have become key challenges for healthcare providers, patients want to take scheduling into their own hands. And interest in digital self-service doesn’t end with scheduling: Recent data from Experian Health and PYMNTS found that a third of patients chose to fill out registration forms for their most recent healthcare visit using digital methods, while 61% of patients said they’d consider changing healthcare providers to one that offers a patient portal. Opening the digital front door with patient self-scheduling, pre-appointment registration, and patient outreach solutions not only reduces the need for staff time, but also meets patients where they live. Digital scheduling works for patients in part because they manage their own calendars digitally. Receiving appointment reminders by text is helpful because texting is the channel patients already use to communicate with friends, family, and coworkers. Remote registration continues to meet the patient where they are. Using digital scheduling solutions to combat healthcare staffing challenges Patient self-scheduling and other digital front door solutions offer providers the opportunity to serve patients effectively while improving their own efficiency. Digital solutions can alleviate the burden on call center or front-desk staff and reduce the potential for human error when collecting patient identification and insurance information. Capturing this information accurately has downstream benefits when it’s time to process claims and manage billing. “Digital scheduling also plays a role when providers are bringing in new patients,” Pratap says. “Patient Schedule asks a series of questions that helps patients choose the right provider and the right type of appointment for their needs, even across specialties like orthopedics and cardiology, and subspecialties within these areas. Digital scheduling that is capable of complex decisioning makes it less likely that staff will need to follow up and reschedule. Having access to this level of self-service is invaluable for new patients who find providers on third-party sites: As they learn about each provider, they can see their availability and book an appointment on the spot. Positive experiences with scheduling can set the tone for a patient’s interactions with a provider.” The need for automation and digital solutions is intensifying as patients continue to gravitate toward digital self-service and providers continue to grapple with healthcare staffing challenges. Providers and their partners will need to evolve. “As we’ve grown from website scheduling and contact center scheduling to new forms of patient outreach, Experian has been able to provide us with those solutions and work with us to develop new ones as well,” Mercer says. The time to incorporate patient self-scheduling solutions is now. Learn more about how Experian Health can help address healthcare staffing challenges and close gaps in care by allowing patients to schedule appointments on their preferred device, anytime.

Mar 15,2023 by Experian Health

5 patient-friendly billing practices to speed up collections

Clear, convenient and compassionate – patient-friendly billing should check off all three. But how many patients see this in practice? For many, the healthcare billing and payment process can be intimidating, confusing and rooted in paper-based systems that are slow and prone to error. With the right technology, providers can improve the billing experience by making it easier for patients to understand their financial responsibility and plan their payments. Online patient payment software can streamline the billing process by giving patients more flexibility and control. Here are 5 patient-friendly billing practices that providers can implement to improve the patient experience and protect revenue: 1. Provide proactive and reliable cost estimates Patients don’t want to feel like they’re in the dark when it comes to figuring out their financial responsibility. Unfortunately, too many receive no upfront estimates of the cost of care or receive estimates that aren’t accurate. This financial uncertainty can have a knock-on effect on patient care and provider cash flow. A survey by Experian Health and PYMNTS found that 46% of patients had canceled care after receiving a high-cost estimate, while 60% of patients with out-of-pocket expenses said they would consider switching providers after receiving inaccurate estimates. Patient Payment Estimates generates accurate, personalized estimates for each patient before and at the point of service. The patient’s liability is clearly broken down so they know exactly what to expect. Patients feel more in control and can make quicker, better decisions about how and when to pay (including paying upfront if they wish). This tool also helps providers comply with the Hospital Price Transparency Rule. 2. Eliminate confusing billing information In the age of Amazon, patients expect billing information to be clear, accessible and provided through their preferred channel. Long paper statements sent by mail or a single phone number to call during limited office hours likely won’t cut it. Providers should consider a multichannel approach that uses relevant patient financial data and consumer preferences to deliver personalized options. PatientSimple® is a self-service payments portal that allows patients to view statements online, generate pricing plans and manage their bills, all from a single dashboard. Patients can get automated email reminders and even pay in full. When patients have all the information they need at their fingertips, providers can spend less time handling queries and chasing payments. 3. Find missing coverage early Another ingredient in patient-friendly billing is to help patients reduce their liability, by tracking down any insurance coverage that might have been forgotten. Many patients relocated or changed employers during the pandemic, leaving many unclear about their current coverage. They may be misclassified as self-pay or assumed to have only one form of insurance. Coverage Discovery automatically checks for any active coverage that may have been missed. In 2021, Coverage Discovery tracked down previously unknown billable insurance coverage in more than 27.5% of self-pay accounts, finding over $66 billion in corresponding charges. This greatly reduces the financial burden on patients, while increasing reimbursement rates for providers. It’s just one example of a non-patient-facing tool that works behind the scenes to streamline patient collections. Discover how Stanford Health Care collaborated with Experian Health to optimize collections and improve the patient experience with Coverage Discovery and Collections Optimization Manager.  4. Patient-friendly billing requires personalized payment plans When it comes to payment, some patients will prefer to pay upfront and in full, while others want or need to spread out the cost into more manageable chunks. Providers can pull together financial, demographic and consumer data to point patients toward the right pathway. This is how Patient Financial Clearance works: patients are guided to a payment plan that makes the most sense for their individual situation, with a clear breakdown of what they’ll need to pay and when. Patients are automatically screened for financial assistance programs and can fill out applications online. 5. Allow convenient and flexible ways to pay Patients want simple and easy ways to pay. They expect a choice of quick and convenient digital payment methods that can be accessed anytime, anywhere. The preference for digital payment solutions is especially apparent among younger generations. More than half of millennials say they’re “very” or “extremely” interested in digital services. With online patient payment software, patients have the option to pay multiple providers at once, using multiple forms of digital payments. They can store credit card information on file or set up a digital wallet, and set up automatic recurring payments to stay on track. Offering secure, flexible and instant payment methods to patients from the start of their healthcare journey increases the chance of prompt payment. Patients are free to focus on their health, while providers will see an increase in cash flow with less time spent on collections. Patient-friendly billing practices create better patient experiences  Outdated patient portals, poor communication and clunky billing processes do not make for a patient-friendly financial experience. The good news for providers (and their patients) is the growing menu of digital tools to offer patients the clarity and flexibility they expect. Experian Health President Tom Cox says: “Payment options are increasingly digital and more convenient, payment plans are more common, and price estimates have become less of a rarity. There is also greater use of non-clinical data to get a broader view of patients and their unique financial solutions. Data, coupled with the right technology, can help providers make sense of it all and enhance the patient journey.” Find out more about how Experian Health’s online patient payment software can help healthcare organizations build a modern financial experience to benefit patients and providers.

Mar 09,2023 by Experian Health

Medicaid continuous enrollment is ending: how can providers prepare?

Medicaid continuous enrollment will come to an end on March 31, 2023, as the temporary provisions are decoupled from the COVID-19 public health emergency. The federal government introduced the protections to ensure individuals did not lose coverage during the pandemic, leading to record enrollment levels. But as states prepare to resume routine renewals, up to 15 million people could end up without adequate insurance. Coverage gaps could disrupt access to health services and increase the risk of uncompensated care for providers. With Medicaid continuous enrollment coming to an end, how can providers prepare? Mitigating the effects of the unwinding of the Medicaid continuous enrollment provision Under the Consolidated Appropriations Act passed in December 2022, states will have 14 months to complete renewal processes for Medicaid and the Children’s Health Insurance Program (CHIP). While 6.8 million people are likely to remain eligible, churn and administrative delays could leave some without coverage. Analysis by the Kaiser Family Foundation suggests that in recent years, around 65% of people who disenroll from Medicaid or CHIP experience a gap in coverage for all or part of the following 12 months. Some transition to other forms of coverage, but around 41% eventually re-enroll. Implementation of the forthcoming “unwinding” process largely falls to states. While the new legislation and associated guidance bring welcome certainty, concerns remain around how to avoid unnecessary disenrollment and expedite redetermination. That way, patients (and providers) aren’t left holding bills that could have been covered when the Medicaid continuous enrollment period ends. 4 things providers can do if a patient loses Medicaid coverage As patients steel themselves for the return of renewal paperwork, providers are considering how they can help patients maintain coverage and get the financial assistance they need. Digital self-service tools to apply for financial assistance can help patients access the appropriate support, with tailored payment plan options based on their individual financial situation ­­­– all through automation. Here are 4 key actions for providers to consider: 1. Find missing coverage with Coverage Discovery Healthcare providers should put automated processes in place to find any active coverage that may have been overlooked. Coverage Discovery searches for any billable government or commercial insurance to eliminate unnecessary write-offs and give patients peace of mind. Using advanced search heuristics, millions of data points and powerful confidence scoring, this tool checks for coverage across the entire patient journey. If the patient’s status changes, their bill won’t be sent to the wrong place. In 2021, Coverage Discovery identified previously unknown billable coverage in more than 27.5% of self-pay accounts, preventing billions of dollars from being written off. 2. Quickly identify patients who may be eligible for Medicaid and financial assistance A lack of clarity around enrollment and eligibility could cause chaos for claims and collections teams. How can they handle reimbursements and billing efficiently if financial responsibility is unclear? Claim denial rates are already a top concern for providers, on top of wasted time from seeking Medicaid reimbursement for disenrolled patients. Equally, patient collections will take a hit if accounts are designated as self-pay when the patient is entitled to financial assistance and charity care. It may be difficult to tell who’s who without a robust process to check patients’ ability and propensity to pay. With Patient Financial Clearance, providers can quickly determine if patients are likely to qualify for financial support, then assign them to the right financial pathway, using pre- and post-service checks. Self-pay patients can be screened for Medicaid eligibility before treatment or at the point of service, and then routed to the Medicaid Enrollment team or auto-enrolled as charity care if appropriate. Post-visit, the tool evaluates payment risk to determine the most suitable collection policy for those with an amount to pay and can set up customized payment plans based on the patient’s ability to pay. Patient Financial Clearance also runs back-end checks to catch patients who have already been sent a bill but may qualify for Medicaid or provider charity programs. This helps providers secure reimbursement and means patients are less likely to be chased for bills they can’t pay. 3. Screen and segment patients according to their propensity to pay Optimizing collections processes is always a smart move for providers, and will be particularly important when federal support ends. Collections Optimization Manager uses advanced analytics to segment patient accounts based on propensity to pay and send them to the appropriate collections team. With access to Experian’s consumer credit data, the Collections Optimization Manager segmentation models are powered by a more unique and more catered approach that includes robust and proprietary algorithms.  It screens out Medicaid and charity eligibility, so collections staff focus their time on the right accounts. Between 2019-20 and 2020-21, UCSDH increased collections from around $6 million to over $21 million with Collections Optimization Manager. Altru Health System also used this solution to ensure that patients who were eligible for Medicaid were not allocated to collections and their insurance was billed promptly. Over a 10-month period, more than 4,000 accounts were flagged as eligible for financial assistance, representing nearly $2.7 million. This automated process also alleviates the burden on staff, who will likely be handling greater numbers of queries from anxious patients when continuous enrollment ends. 4. Make it simpler for patients to manage and pay bills The reality is that many patients affected by the unwinding of continuous enrollment will be on low incomes. When more than half of patients say they’d struggle to pay an unexpected medical bill of  $500, providers need to take steps to make it easier for patients to gauge their upcoming bills. Digital, self-service tools such as Patient Financial Clearance can help self-screen for charity and financial assistance. Patient Financial Advisor and PatientSimple can help patients navigate the payment process with pre-service estimates, access to payment plans and convenient payment methods they can access on a computer or mobile device. Together, these tools can help providers manage the fluctuating Medicaid continuous enrollment landscape efficiently and offer extra support to patients who may be facing disenrollment. Find out more about how Patient Financial Clearance and other digital solutions can help healthcare organizations deliver compassionate financial experiences to their patients.

Mar 08,2023 by Experian Health

Case study: How Stanford Health Care optimized patient collections to maximize recovery

“With rising patient costs, there has been a need to increase engagement and keep costs low, while utilizing our resources wisely. Collections Optimization Manager is doing that for us, saving time and resources.” — Kristine Grajo, Director of the Self-Pay Management Office at Stanford Health Care Challenge Stanford Health Care is a level-1 trauma center operating between San Francisco and San Jose. In pursuit of its mission to heal humanity through science and compassion, it delivers clinical innovation across inpatient services, specialty health centers, physician offices, virtual care offerings and health plan programs. With more than two million outpatients going through its doors each year, Stanford Health Care is alert to the impact of growing patient financial responsibility. To increase collections and deliver an outstanding patient experience, the organization looked for ways to increase efficiency, reduce manual workloads, and reduce costs using data-driven insights and automation. They set out to: Use data-driven insights to remove uncollectible accounts Maximize patient collections by prioritizing patient collection inventory Identify missed coverage on true self-pay and Medicare accounts Decrease manual interventions and collections calls and improve efficiency Reduce the cost to collect, particularly around contingency fees with third-party collection agencies Solution Stanford Health implemented Collections Optimization Manager to maximize recovery and reduce costs. This tool scrubs accounts that shouldn’t be targeted for collections, so staff can focus their time in the most efficient way. Using machine learning and data-driven insights, the tool scores, segments and prioritizes patient accounts based on ability and propensity to pay. This allowed Stanford Health to recover revenue efficiently while providing positive patient experiences. Finding missing coverage was another strategy to boost reimbursement and avoid billing patients unnecessarily. Experian Health’s Coverage Discovery® solution finds billable primary, secondary and tertiary coverage using the Collections Optimization Manager AR file. Accounts that would otherwise have been sent to collections or written off can be identified and submitted for immediate payment. Listen in as Kristine Grajo, MBA, Director, and Teresa Ceja-Diaz, Vendor Management Analyst, at Stanford Health discuss how Experian Health helped their organization optimize their collections strategy. Outcome With Collections Optimization Manager and Coverage Discovery, Stanford Health achieved the following results: $4.1m increase in average monthly payments (2019-2021) Efficiency gains of $109k per month and $1.3 million annually Saved 672 hours per month by automating the screening of patient accounts, and processed 4,296 accounts 29% of all Coverage Discovery searches resulting in coverage found Stanford also incorporated PatientDial and had efficiency gains of 900 hours per month, while automating 27,000 outbound calls. A further $1.26m in annualized collections was recovered thanks to Experian Health’s Return Mail solution, which ensures that patient accounts contain only accurate, current patient addresses. With accurate patient information on file, the organization can process accounts with greater accuracy. This saves a huge amount of staff time while improving the patient billing experience. "We have received a lot of positive feedback with Collections Optimization Manager’s Return Mail solution because it gives us the most updated contact information. Whenever we need to notify the patient, we have the most updated addresses in our system.” — Teresa Ceja-Diaz, Vendor Management Analyst, Self-Pay Management Office at Stanford Health Care Find out more about how Collections Optimization Manager and Coverage Discovery help healthcare organizations accelerate collections and deliver an outstanding patient experience.

Mar 02,2023 by Experian Health

AI and machine learning essentials for healthcare organizations

Healthcare is undergoing a digital revolution driven by artificial intelligence (AI) and machine learning (ML) technology. While some organizations have been slow to adapt, others incorporated new solutions that have helped their organization identify patterns, reduce claim denials, and more. This infographic breaks down common phrases related to artificial intelligence and machine learning so that healthcare organizations can understand what they mean and how they're utilized. Introducing: AI Advantage™ Experian Health is the top-performing claims management vendor, according to the 2023 Best in KLAS: Software and Professional Services report. Experian Health’s ClaimSource® solution, an automated, scalable claims management system designed to prevent claim denials, ranked number one in the Claims Management and Clearinghouse category. With denials and staffing shortages on the rise, an efficient claims management strategy is essential. Experian Health is here to help with AI Advantage™ – a new solution that utilizes true artificial intelligence that proactively helps reduce denials and, when necessary, identifies the best denials to resubmit.

Feb 28,2023 by Experian Health

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It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

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It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

AhmadAlbakri.Zabri@experian.com

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