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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.

Scott Brown and Del Irani having a discussion onstage at Reuters Next
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Leveraging comprehensive consumer data to improve healthcare collections

Collections were tough even before COVID-19 hit. Provider’s bottom lines were already strained, and the high-deductible trend continued, putting patients on the hook for a bigger chunk of their medical bills.   A highly volatile – but improving – employment environment hasn’t helped, and some patients’ ability to pay hasn’t kept pace with their growing financial responsibilities. Many have new health plans, lapsed coverage or are more focused on other debts, making collections even less predictable. Providers may also feel that payer policy changes haven’t made recouping lost pandemic revenue any easier, with some losing two whole business days per week to completing prior authorizations. It’s no wonder that nearly one in five providers have overhauled their patient collections strategy in the last year.   Now, after a year of the pandemic’s impact on revenue, three dominant trends continue in this space: rising patient balances, an accelerated move toward innovative payment experiences that are moving toward digital engagement as a preferred option to paper or “payment at the counter,” and a realization that compassion is a key factor in solving this challenge.   Avoiding new pitfalls in patient collections   Go-to strategies for improving patient collections before the pandemic might have only included offering more patient payment options, doing more to check for missing coverage, or focusing efforts on patients who are most likely to pay. These are sensible options but, if implemented poorly, they’re more of a band-aid than a cure. Some shortcomings include:   Models relying on historical payment data don’t show the full picture Providers know that focusing their collections efforts on patients who are most likely to pay is the most efficient approach. But determining a patient’s ability to pay on historical payment data alone is likely to be unreliable.   Experian Health’s research suggests that when a collections model relies on historical data alone, around 50% of accounts end up being worked on the basis of no data at all. New accounts are assigned to a “highly likely to pay” segment, whether or not that reflects the reality of their situation. This model costs four times more than utilizing Experian Health’s Collections Optimization Manager, which can predict the ability of patients to pay, even without historical payment, by using multiple data sources.   Collections based on limited data will require more resources to work more accounts, but which ultimately will collect the same as collections based on multiple data sources.   Beware of artificial claims about artificial intelligence To streamline workflows and avoid losing staff hours to inefficient processes, many providers are turning to automated patient collection solutions. Artificial intelligence in healthcare is an exciting prospect, but not all solutions are what they seem.   Matt Baltzer, Product Director at Experian Health, says:   “Many collections tools claim to use artificial intelligence when they’re really using basic automations based on incomplete data. Since the quality of the output is only as good as the data that’s put in, the insights generated by these tools will be severely limited.”   To solve the collections workflow challenge, providers need an end-to-end strategy that integrates multiple high quality data sources, intelligent analytics and a responsive platform that learns and adapts in order to prioritize patients and communicate with them in a way that makes collections easier. Cash payments and price transparency can be part of, but not all of, the solution One way to smooth out a bumpy revenue cycle is to offer discounts to patients who pay in cash. It saves on admin costs and guarantees at least some of the bill will be paid. While this makes sense for minor ailments, admin and treatment costs for chronic conditions and major medical events remain persistently high. A resilient collections strategy needs to work across the board, addressing the many treatments, procedures and care plans that providers deliver and manage every day.   Requirements for improved collections, post-COVID-19 The cohesive, integrated model that providers need has the following key elements:   Multi-data sources for comprehensive analysis Optimal collections modeling uses different sources of data to build a more reliable prediction about a patient’s ability to pay. Combining credit data, behavioral modeling and socio-economic insights can help providers better understand their patients’ financial situation and group them accordingly – quickly and accurately.   Convenience and clarity for patients and staff Automated workflows with easy-to-use interfaces will make collections easier for staff, and eliminate time-wasting manual tasks. At the same time, a smoother, more targeted collections process means staff can engage with patients on the basis of accurate information, with fewer (and less stressful) calls and emails.   Advanced data analytics and automation for fewer errors and denials In-depth data analytics allow providers to screen and segment patients quickly to help prioritize accounts by payment probability, to achieve a higher rate of collections. A tool such as Collections Optimization Manager will evaluate collection performance in real-time, to help providers forecast patient payments and avoid bad debt. Expert consultancy support to stay on top of industry trends With the payments landscape in constant flux, having an expert on hand to help navigate the changes and advise on industry trends is a major asset. Experian Health’s team stands ready to help providers monitor and improve collections with industry insights and best practice strategies.   Find out how Collections Optimization Manger can help your organization avoid patient collections pitfalls and reduce lost revenue in the wake of the pandemic.

Apr 27,2021 by Experian Health

Navigating the complexities of health coverage and reimbursement beyond the pandemic

Product featured in this article: Coverage Discovery As of the end of March 2021, more than 53 million Americans have been fully vaccinated, allowing for cautious optimism as we prepare for the next phase of the COVID-19 journey. Unfortunately for pharmacists, the vaccination program has compounded many of the challenges of the last 12 months. Shots may be free to patients, but someone has to pay for them – and getting reimbursed is proving to be a major pain. Complicated billing processes, extra billing audits and mountains of extra paperwork, rejected claims and slow payments are not exclusive to pharmacies helping vaccinate America. With the coronavirus pandemic continuing to muddy the insurance landscape, getting hold of missing dollars is challenging. Healthcare reimbursements haven’t been straightforward for other providers either: widespread coverage loss and uncompensated care is putting extra strain on hospital revenue cycles. With the coronavirus pandemic continuing to muddy the insurance landscape, getting hold of missing dollars is challenging. Providers must find ways to quickly and accurately determine each patient’s coverage status to minimize bad debt. Navigating the complex world of post-COVID healthcare coverage What does the reimbursement landscape look like, one year on? After a long wait, elective procedures are back. But the surge in patient volumes means providers must be on their toes to keep track of coverage. The process for doing so must be streamlined and precise. Ramping up capacity to verify and check coverage without burdensome paperwork is a must. Patient intake is under pressure. More patients are coming through the doors as a result of elective services and vaccination programs (though not always to their usual facility). COVID-19 hasn’t gone away, and with pockets of infection spikes, safety remains a top priority. Capturing adequate insurance information in this context is no mean feat. Running automated coverage checks as soon as the patient arrives will minimize face-to-face contact during admissions and avoid delays. Patient access and collections staff are overburdened. Manual checks are difficult when staff are operating remotely or in a socially distanced environment, and patient information might be incomplete. Automated self-pay scrubbing can help handle the volume. A tool with built-in reporting can also offer insights on workflow and productivity, to help spot opportunities for quicker claims processing. New digital healthcare technologies aren’t always covered by insurers. Telehealth, a life raft during COVID-19, tends to be covered less often by private insurers, compared to Medicare and Medicaid. Coverage checks must factor this in to avoid errors and wasted time. Providers should opt for tools that sweep for payer updates to telehealth coverage to avoid unnecessary delays or denials. Employment levels may be inching upwards again, but tracking coverage remains a challenge as patients start new jobs with new health plans. In addition, checking for Medicare coverage in the midst of changing codes and protocols is time consuming and confusing. A third-party resource such as Coverage Discovery can look for all coverage options and make sure the right bill goes to the right payer. Find missing dollars with Coverage Discovery Hospitals, pharmacists and other healthcare providers can’t afford to continue losing money at a time when every dollar is needed to prepare for “after COVID-19.” Experian Health’s Coverage Discovery is a proven system for tracking down missing coverage quickly and easily, to avoid unnecessary revenue loss. Using billions of data assets and intelligent confidence scoring, it combs through multiple government and commercial payer accounts to maximize actionable coverage. Staff can trust the outputs and focus their attention where it’s really needed. By making coverage identification more efficient and accurate, it’s a shot in the arm for providers in need of faster reimbursements. Contact us to see how Coverage Discovery can be easily integrated into your revenue cycle, so you can maximize reimbursements over the coming weeks and months.

Apr 13,2021 by Experian Health

Driving member engagement with health plan data analytics

As Spotify and Amazon can attest, digital technology plus personalization is a winning formula. Consumers want anytime-anywhere access to the services and products they enjoy, without having to sift through irrelevant information. They want tailored recommendations that will make their life easier. More than eight in ten consumers say they’re more likely to choose businesses that treat them like a person instead of just a number. The pay-off for business—and health plans—is huge: by paving the way for better services, better relationships and a better consumer experience, personalization boosts profits, too. There’s one challenge: delivering personalization requires data. Health plans that want to offer a member-centric experience need the right insights to build a complete picture of what individual members need and want. Yet many health plans are forced to work from stale or incomplete data, notably when CMS hands over a new list of members or a new employer signs on to the plan. A system like that makes it nearly impossible to provide meaningful personalization, and consequently, the member experience suffers. With originally sourced data and consumer insights, health plans can fill in the missing links in member profiles and maximize opportunities to improve the consumer experience. Here, we look at how three specific data-driven strategies could help your health plan attract and retain satisfied members and demonstrate digital excellence by using personalization to drive improvements in communications and care. Personalize member communications for maximum engagement By looking beyond simple demographic data and clinical information, health plans can discover what really matters to members. Consumer data provides detailed insights about the kind of content that will resonate most with the member’s lifestyle, interests and health circumstances. Health plans can tailor their marketing messages accordingly, by highlighting articles about the treatment of relevant medical conditions or sending reminders ahead of annual check-ups.Health plans can also discover when and how to communicate with members so they’re most likely to respond. When member profiles reveal who prefers an email or a text and when, health plans can elicit higher levels of engagement, improve the consumer experience and see better results from targeted outreach campaigns. Make improvement decisions based on the most relevant data Consumer insights can also be used to develop improvement plans that zero in on exactly what members need for the best possible health outcomes. Combining insights on patient behavior patterns with an understanding of the challenges facing individual members means health plans can segment members, so the right support goes to the right place.For example, efforts to drive up medication adherence are going to be far more successful if based off accurate and current member profiles. Specific members can be sent automated, personalized reminders to fill out prescriptions in good time before they run out. Compare that to a “spray and pray” awareness campaign using generic messages that are likely to be ignored. Data-led improvement strategies are operationally efficient and create a better experience for members. Help members overcome social barriers to health Finally, when member profiles include a snapshot of how social and economic factors influence their ability to access healthcare, health plans can take action to offer support. Closing the gaps in care that arise when a patient fails to turn up to their appointment or ends up being readmitted to hospital, can often involve quite simple solutions. If data suggests the member has small children, but there’s no other adult in the household, it makes sense to cross-promote childcare services. Similarly, if the member isn’t known to own a car, a health plan could offer information on free transportation.Understanding these social determinants of health can help health plans offer proactive support so members enjoy better health outcomes in the long run. Experian Health’s rich datasets give health plans access to member-level insights on more than 330 million consumers, with data analysis and automation tools to help make business decisions based on the most relevant, current data. Contact us to find out how we can help provide the personalized experience members are looking for.

Apr 06,2021 by Experian Health

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