Health Technology, Digital Healthcare
Article | September 8, 2023
Introduction
Over the past couple of years, there has been a substantial rise in the burden of chronic conditions and treatment costs, along with the growing elderly population, which is transforming the healthcare sector at a rapid pace. As per a study, healthcare spending across the globe is anticipated to reach an unprecedented value to total US$ 18.3 trillion by 2030. In response to these trends, volume-based payment models are being replaced by outcome- or value-based models.
Predictive analytics helps health organizations to get in line with these new models and improve patient care and outcomes. From predicting critical conditions such as heart failure and septic shock to preventing readmissions, the recent advancements in big data analytics are boosting the adoption of new predictive analytics solutions that aid clinicians improve outcomes and cut costs.
Predictive analytics in healthcare is most helpful with clinical care, administrative tasks, and managing operations. More importantly, the technology is already making a difference in a wide range of healthcare settings, from small private doctor's offices and large academic hospitals to healthcare insurance companies.
How is Growing Healthcare Data Favoring the Penetration of Predictive Analytics?
The growing inclination toward digitalization in the healthcare industry has led to the creation of huge new data sets. These include radiology images, electronic medical record (EMR) systems, lab results, and health claims data. The amount of data is expected to reach new avenues with increasing genomics and cytogenesis research data in the near future.
New data is being generated and collected by the novel medical devices at the edge, such as monitors and patient wearables. In addition, outside the healthcare setting, patients are generating quasi-health data through the use of health monitoring applications, fitness trackers, and personal wearable devices.
By using data from these sources, health care providers can find new ways to use predictive modeling for health risks, predictive analytics for medical diagnosis, and prescriptive analytics for personalized medicine.
Predictive analytics has become a crucial component of any strategy for health analytics. Today, it's an essential tool for measuring, combining, and making sense of biometric, psychosocial, and behavioral data that wasn't available or was very hard to get a hold of until recently. Here are some of the applications of predictive analytics for healthcare
Identifying Patients at Risk
Clinical Predictions
Disease Progression and Comorbidities
Predicting Length of Stay
Speeding Treatment of Critical Conditions
Reducing Readmissions
The Future Story
With the growing prominence of innovative technologies across the healthcare industry, a number of health IT providers are focusing on developing their own analytics software and engines to assist healthcare spaces deliver optimal patient care.
For instance, in 2020, Eversana, a U.S.-based provider of innovative solutions to the life sciences industry, announced the introduction of its ACTICS predictive analytics solution, which enables clinical spaces to combine multiple data sources into a single comprehensive system.
Also, some U.S. companies are partnering with healthcare institutions to develop proprietary algorithms designed to enhance organizational performance, improve clinical care, and increase operational efficiency. Such developments are projected to increase the popularity of predictive analytics solutions in the healthcare sector in the coming years.
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Healthtech Security
Article | August 31, 2023
As COVID-19 rages on, warning sirens have sounded of late amid a flurry of headlines surrounding Ultraviolet-C (UVC) light device safety issues. Rightfully so, as the current pandemic has ushered in a veritable “wild west” of UVC gadget deployments with subpar consumer safeguards, instructions or guidance. So important are the concerns amid this rapidly proliferating product sphere, the FDA recently issued a consumer advisory regarding UVC light technology that’s applicable for industrial, business, travel and residential use.
Once largely a germicidal method leveraged in hospital, industrial and other commercial settings for its extreme efficacy, today’s breed of UVC technologies are small, portable and inexpensive enough to be making their way into businesses of every type across the globe—and even traverse with individuals while they’re out and about. This, as generalist retailers like Amazon and Walmart have joined the fray in their attempts to divert market share from the more specialized, expert-driven, safety-focused UVC purveyors.
While germ-killing UVC technologies do proffer tremendous advantages and results for users—serving as a potent tool for easily and effectively eradicating harmful viruses, bacteria, pathogens and microorganisms—there are a number of considerations a business (or employee) should heed before procuring and using such a powerful device. This includes, but is certainly not limited to, why; when; where; and how it will be used—variables that impact safety and risk concerns related to UVC wavelength, dose and duration of radiation exposure.
Shopping in this category can be equally overwhelming. One need only Google “UVC lamps,” which delivers nearly 100,000 results, to realize how bloated this category has become. Amid the chaos, I did happen upon a highly targeted, category-dedicated source wholly dedicated to UVC technologies: CureUV.com. This company draws on over 20-years of expertise in the design, development and provision of technologically advanced UV products and solutions. Today, they are a premier provider of germicidal UVC light solutions for commercial, industrial, portable, residential and even water applications.
While its form factor catalog is copious, below are a few of CureUV’s more popular UVC devices starting under $90 that proffer chemical-free disinfection, which can help ensure your spaces remain free of illness-causing microbial contaminants like viruses, bacteria, mold and other fungi:
Rechargeable Handheld UV Sanitizer Wand With Digital Timer
Here's a highly portable way to eliminate germs and have a cleaner environment no matter where you may be. This powerful UVC illumination system, which retails around $89, eradicates up to 99.9 percent of viruses, bacteria, germs, mold, dust mite eggs and flea eggs on surfaces. This non-chemical option adds an extra layer of safety to you with no hazardous residue. It contains a 6-inch UVC lightbulb allowing for a wider coverage of area as well as accelerating sanitation in the process. A built in timer inside the device allows you to keep track of desired dosage creating precise sanitation sessions-- anywhere from 5 to 60 minutes to indefinite. Its silent operation allows for a noise free solution for sanitation, and sleek and cordless and lightweight design is perfect for travel however near or far--daily around town or those hotel visits. Sanitize how you want in your desired target area or on your personal items keeping them germ free. An internal rechargeable battery saves money on replaceable battery purchases as compared to various other handheld wands on the market.
GermAwayUV 18-Watt Handheld UVC Surface Sanitizer
This device offers reliable and highly portable sanitizing performance at an entry-level price. Indeed, at under $120, this is an affordable, dual-bulb, handheld UV sanitizer that still maintains power levels similar to more industrial UV surface sanitizers. This lightweight and ergonomically designed 18-watt UVC sanitizer will give you much peace of mind. It has a 6-foot cord adequate for most applications, but the sanitizer will run easily with virtually any simple power extension. Its two 9-watt UVC sanitizer bulbs are guaranteed to produce UV light in the 253.7 nanometer (nm) wavelength, which has been consistently proven to eliminate all illness-causing microorganisms. It's the perfect tool to disinfect high use and traffic areas, as well as locations where bacteria and viruses congregate like bathrooms, door handles, seating areas and cooking/dining spaces. It'll prevent the spread of harmful bacteria and microorganisms, or simply add an extra layer of cleanliness and protection to your cleaning procedures. It comes bundled with protective amber UV safety glasses.
Deluxe GermAwayUV 95-Watt UVC Surface Sanitizer with Cage
With a 95-watt bulb, this chemical-free, tabletop UV room and surface sanitizer is the strongest of its kind. It will result in effective room sanitation by killing up to 99.9 percent of bacteria, viruses, mold spores, yeasts, C. diff, odors and other harmful microorganisms. With a simple touch of a button you'll be able to leave the room while the entire space is cleaned and disinfected in a matter of minutes. The device has five time settings: 10, 20, 30 and 60 minutes; and hold for indefinite run time. After the selected dosage time has elapsed, the device will automatically shut off. You can use it regularly to ensure a consistently clean room.
Heavy Duty Dual Bulb 72-Watt HVAC UV Air Purifier
Suitable for use anywhere, including schools, offices, work-floors and medical rooms to sanitize air and environmental surfaces, this device is effective in small and large rooms/buildings alike, up to 2,400 square feet. With a powerful 72-watt bulb and a standard electrical unit, you can insert this premium UVC bulb into any HVAC system as an easy add on to sanitize the air in the system. Typical air purifier units and HVAC systems are definitely useful, designed to filter and ventilate air well. But even the finest filters can’t stop atomic sized bacteria and viruses. This device is therefore a great extra add on because it really does target and stop bacteria and viruses from circulating. It sanitizes and disinfects air passing through the HVAC system. Its 72-watt bulb emits UVC light of 254nm and is the most powerful bulb. Most devices are typically only effective in small rooms, but with this level of wattage you can use this device in large rooms and building types. At its wavelength, the emitted light is able to penetrate and kill the DNA of atomic sized organisms that create problems for humans. UVC emission also acts to eliminate mold spores, yeast and fungi. So, inserting this unit device into your existing HVAC system ensures that not only will the air that moves through your building be ventilated, it will also be irradiated and disinfected as it passes over the bulb. Instead of just filtered air in your system, you’ll end up with sanitized, healthy air. Add on (retrofit) features like this one are great because you can just insert them into an already installed and operating HVAC system with minimal additional running costs. This device is easy to install and is capable of DIY application. Other available HVAC retrofit air sanitation and purification solutions include a coil scrubber or 36-watt HVAC UVC air purifier.
GermAwayUV High Occupancy Wall Mountable 150-Watt Air Purifier and Sanitizer
This is a safe and efficient way to sanitize and disinfect the air in high traffic occupied areas. Simply mount the sanitizer on the wall as you would hang a TV or mount a standalone AC system and let the system do its magic. The air purifier will use its powerful, yet quiet, fan to continually cycle all of the air in the room through the system. Once the air does so, it will be met by a quintuple filtration and sanitation system that culminates in a full 150-watt UVC germicidal irradiation. Put this system in a busy hallway, a crowded restaurant, a veterinary clinic with high traffic, a busy office, etc… and it will eliminate bacteria, viruses and harmful pollutants as quickly as possible without exposing anybody to any UVC rays. It proffers optimum perf
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Health Technology, Digital Healthcare
Article | September 7, 2023
Dialysis providers face many of the same financial and operational pressures that affect other provider organizations, including flat or reduced reimbursements, chronic staffing shortages, and increasingly complex insurance requirements. Dialysis centers, nephrologists, and renal pharmacies also grapple with the impact of a growing shift in dialysis care to the home setting.
End-to-End Automation Can Reduce Denials, Improve Cash Flow
The good news is that despite these challenges, dialysis providers can sustain strong cash flow, reduce costs, and mitigate denials by applying advanced technology to the revenue cycle.
Here are six ways technology can help strengthen the dialysis center revenue cycle in the today’s difficult operating environment:
Identify undisclosed insurance coverage
Because patients often present as self-pay even though coverage exists, determining their true insurance status can be challenging. Yet failure to identify existing insurance can result in significant write-offs.
That’s why renal providers need technology solutions that can uncover patient coverage information before care is provided. Change Healthcare’s Coverage InsightTMsolution provides an expansive network and search-and-matching capabilities necessary to identify and confirm patient coverages at the outset of care.
The solution uses machine learning algorithms—coupled with access to vast stores of available third-party-data—to develop robust patient profiles, which can then be linked to potential funding sources. Notably, it identifies a variety of indicators, including high probability of disability, income levels and financial status, insurance sources, and other actionable information to help you verify coverage and recover revenue.
We can help identify undisclosed coverage for end-stage renal disease (ESRD) patients through Medicare/Medicaid, Disability/SSI, third-party liability, commercial insurance, state and county programs, social programs, and charity.
Expedite seamless prior authorizations
Streamlining the prior authorization process is essential to help ensure optimal reimbursement for renal care rendered, particularly with commercial insurance and Medicare. But traditional prior authorization processes are frequently time-consuming and labor-intensive and can delay necessary care.
Our Clearance Authorization software addresses the chronic problem of prior authorizations with automated functionality that can determine if prior authorization is required and on file with the payer. The solution also will automatically check medical necessity requirements at the time of registration and electronically submit requests to integrated payers.
Change Healthcare’s Connected Authorization Services go a step further by deploying pre-authorization experts to handle routine authorizations quickly using intelligent technology while working complex cases by exception to improve authorization efficiency and accuracy.
Speed adjudication with electronic attachments
As claims management processes have grown more numerous and complex, providers have struggled to ensure that the correct information is provided to the payer at the appropriate time. The result can be delayed, denied, or rejected claims.
Assurance Attach AssistTMcontributes to faster reimbursement and reductions in denials, organizational expense, and administrative burden by automating the attachments process to meet payers’ increased demands for additional documentation. Attachments are automatically delivered and matched to the appropriate claim, and once the claim is released, claim and attachment status can be easily tracked.
Expedite claims workflow for recurring services
Creating claims for ongoing ESRD care requires repeatedly documenting the same details on each claim. Revenue Performance Advisor, an end-to-end medical billing platform, provides automation that allows dialysis staff to save time by quickly replicating unchanged data from prior visits while updating date-of-service and other information to expedite claims processing.
Revenue Performance Advisor also includes eligibility and benefits verification and automated claims scrubbing that flags incomplete or incorrect claims prior to submission, resulting in a first-pass clean claim rate of 98%.
Accelerate your Medicare claim cash flow
Medicare is one of the largest payers of dialysis services, so ensuring a problem-free and expedited Medicare claims submission process is essential to strong cash flow.
Our Assurance Medicare Direct EntryTMsolution provides a single system for the real-time submission and processing of Medicare claims. It can help expedite reimbursement, reduce AR days, and speed your Medicare primary claim cash flow by at least one full business day.
Assurance Medicare Direct Entry also checks your Medicare claims for eligibility errors using the CMS eligibility transaction system (HETS). Claims needing attention are flagged and posted in Assurance Reimbursement Management for editing. You can quickly correct errors within the system before transmitting the claim directly to Medicare for validation and payment processing.
Optimize patient liability
Making it easy for patients to receive, understand, and pay their portion of the medical bill is key to ensuring a healthy revenue cycle, mitigating the need for collection services, and improving patient goodwill.
With our Patient Billing and Statements solution, Change Healthcare serves as your strategic communications partner, delivering multi-channel, personalized print and digital statements to help expedite patient payment collection.
The solution is designed to provide fast, effective statement and invoice processing, printing, and mailing—cutting your costs and getting you paid sooner. Our advanced statement printing allows you to bypass conventional and time-consuming folding, stuffing, and stamping.
SmartPayTMconsolidates each step of the billing and payment process into one place, enabling you to collect more patient payments, get paid faster, reduce your collection costs, and lower patient write-offs. With multiple payment channels, including online, mobile, telephone and via mail, SmartPay helps expedite patient payments before, during, and after the encounter.
A single, trusted partner
Change Healthcare’s deep knowledge of the renal care landscape and our development of disruptive technologies to overcome traditional revenue cycle barriers can help dialysis centers achieve unprecedented revenue cycle excellence.
And unlike many point solutions that only address a specific revenue cycle issue, Change Healthcare’s technologies are part of a comprehensive approach delivered through a single, trusted vendor. That translates into improved process integration and continuity, as well as simpler overall accountability.
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Healthcare Analytics
Article | December 21, 2020
Yes, empathy has become a fad.
Connecting to another human is actually something cool kids do now. If a brand doesn’t have an impact model that includes a practical social issue, consumers tend to not take that brand seriously. In this case, empathy needs to be revisited beyond the trend itself for these strategies to have real, lasting impact.
Practical strategies around compassion meanwhile have similarly become an intrinsic part of social impact organisations. They have become so commonplace that prosocial behaviour has strayed into a kind of tokenism. It is common for instance for consumers to donate their hard-earned money to companies who focus their energies on trying to alleviate real-world issues.
The question then is whether this proxy for compassion isn’t in fact watering down human connections, as well as our positive impact on the issues business and organisations seek to solve with our help.
Postmodern behavioral science
If it is, then we must understand why and how to change that. This is where postmodern behavioral science provides a possible better alternative to social impact strategies. Postmodern behavioral science suggests that the current approach to understanding human behaviour lacks even a rudimentary understanding of empathy, defined in the area of social impact as a discursive strategy that allows us to feel what the group we are trying to help is feeling.
Of course, compassion has very close ties with empathy. Empathy is an innate ability we all have, one that we can learn to develop and fine-tune over time. It is our emotional connection to another human, though one that lies beyond our own ego. It takes the perspective of the person who is struggling and seeks to understand their life, their struggle, and their worldview. It also resolves to value and validate their perspective and experience — something that donating money to a social impact cause does not.
In its broader definition, empathy is a shared interpersonal experience which is implicated in many aspects of social cognition, notably prosocial behavior, morality, and the regulation of aggression.
Empathy has a host of positive after-effects when applied as an interpersonal experience. If a social impact organisation is preoccupied with raising capital, then it is likely to disregard the practical worth of empathy for those who truly want to achieve its mission.
Immersive empathy
One way that behavioral science can contribute is to utilise tools that can help augment the experience of those in need for those needing to understand those needs. Both AR and VR can help people visualise and follow the stories of those who require compassion. These create virtual environments for partners, governments, and consumers to experience with the people they seek to help.
But of course, much of human behaviour is geared toward seeking pleasant experiences and avoiding unnecessary pain. Our in-built hedonic valuation systems guide decisions towards and away from experiences according to our survival instincts.
This is precisely why business owners who want to encourage empathy in their customers go the easy route, but should seek a more participatory frameworks to inspire and provide experiences for those on board with a social mission.
Then there are issues like financial literacy in underserved populations, access to clean water, education for women and girls, and environmental conservation, to name a few of the problems that social impact companies are attempting to tackle.
If a company is trying to tackle an issue such as access to clean water, then rather than start there, it should first ask exactly how this issue arose and developed. It should question the beliefs that underpin this chronic social inequality, those that inform policies, practices, cultural taboos, and beliefs about water and people’s access to it.
To simply respond to an issue in its developed form is to leave it unfixed. We must be willing to reverse engineer the origins of that issue that got us to where we are. In other words, human behaviour is not the only component to consider in this.
The main behavioral framework public servants should take with them is to develop a nudge unit solely based on the relationship between behavioural science and technology.
This is mainly because technology is an inevitable part of how we now relate to one another. Immersive Compassion meanwhile should embrace tools like AR/VR that seek to create empathetic environments and valuable impact longevity.
To fully embrace empathy as an organisation is to create relevant and rigorous responses that go as far as to alter the infrastructure of its target goals. Optimising social impact comes down to optimising human experience.
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