Archive for the ‘Data Analytics’ Category

Infographic: EHR and Clinical Documentation Effectiveness

February 27th, 2017 by Melanie Matthews

EHR and Clinical Documentation EffectivenessInformation technology and healthcare leaders are looking at ways to improve electronic health record (EHR) and clinical documentation effectiveness, according to a new infographic by Nuance Communications, Inc.

The infographic examines the strategies healthcare organizations are implementing to improve clinician satisfaction with EHRs and how organizations are optimizing EHRs this year.

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results Between Medicare's aggressive migration to value-based payment models and MACRA's 2017 Quality Payment Program rollout, healthcare providers must accept the inevitability of participation in fee-for-quality reimbursement design—as well as cultivating a grounding in health data analytics to enhance success.

As an early adopter of the Medicare Shared Savings Program (MSSP) and the largest sponsor of MSSP accountable care organizations (ACOs), Collaborative Health Systems (CHS) is uniquely positioned to advise providers on the benefits of data analytics and technology, which CHS views as a major driver in its achievements in the MSSP arena. In performance year 2014, nine of CHS's 24 MSSP ACOs generated savings and received payments of almost $27 million.

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results examines program goals, platforms, components, development strategies, target populations and health conditions, patient engagement metrics, results and challenges reported by more than 100 healthcare organizations responding to the February 2016 Digital Health survey by the Healthcare Intelligence Network.

Get the latest healthcare infographics delivered to your e-inbox with Eye on Infographics, a bi-weekly, e-newsletter digest of visual healthcare data. Click here to sign up today. Have an infographic you'd like featured on our site? Click here for submission guidelines.

Infographic: Navigating the Merit-Based Incentive Payment System

February 17th, 2017 by Melanie Matthews

The goal of the Centers for Medicare and Medicaid Services' new quality program, the Merit-Based Incentive Payment System (MIPS), is to streamline quality reporting to CMS and improve care, according to a new infographic by athenaInsight, Inc.

The infographic examines how MIPS will impact an average clinician this year…and in 2019 when the 2017 reporting will impact a clinician's reimbursement rates.

Infographic: EHR + CRM = Superior Patient Engagement

Under CMS's "Pick Your Pace" choices for Year 1 Quality Payment Program participation, physician practices may opt for the minimum activity necessary to avoid a payment penalty in 2019: simply submitting some data in 2017.

However, instead of delaying MACRA participation to the later part of this year, physicians should prepare and better position themselves today for MIPS success by analyzing their existing CMS data on their practices' performance and laying a path toward performance improvement.

Physician MACRA-Readiness: Mining QRUR and Other CMS Data to Maximize MIPS Performance describes the wealth of data analytics available from the CMS Enterprise Portal--Quality Resource Use Reports (QRURs) and other reports providing a window into practice performance under the Merit-Based Incentive Payment System (MIPS). MIPS is one of two MACRA reimbursement paths and the one where most physician practices are expected to align.

Get the latest healthcare infographics delivered to your e-inbox with Eye on Infographics, a bi-weekly, e-newsletter digest of visual healthcare data. Click here to sign up today. Have an infographic you'd like featured on our site? Click here for submission guidelines.

Infographic: Reducing the Risk of Medical Errors in Healthcare

February 1st, 2017 by Melanie Matthews

Medical errors cause more than 250,000 deaths annually, a problem that can be addressed by leveraging modern technologies to coordinate care efforts and ensure stakeholders have all the data they need to keep patients healthy. Simple data management errors can lead to mistakes that put patients at risk, according to a new infographic by Appian.

The infographic provides details on why data plays such a major role in medical errors and best practices for improving quality of care.

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results Between Medicare's aggressive migration to value-based payment models and MACRA's 2017 Quality Payment Program rollout, healthcare providers must accept the inevitability of participation in fee-for-quality reimbursement design—as well as cultivating a grounding in health data analytics to enhance success.

As an early adopter of the Medicare Shared Savings Program (MSSP) and the largest sponsor of MSSP accountable care organizations (ACOs), Collaborative Health Systems (CHS) is uniquely positioned to advise providers on the benefits of data analytics and technology, which CHS views as a major driver in its achievements in the MSSP arena. In performance year 2014, nine of CHS's 24 MSSP ACOs generated savings and received payments of almost $27 million.

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results examines program goals, platforms, components, development strategies, target populations and health conditions, patient engagement metrics, results and challenges reported by more than 100 healthcare organizations responding to the February 2016 Digital Health survey by the Healthcare Intelligence Network.

Get the latest healthcare infographics delivered to your e-inbox with Eye on Infographics, a bi-weekly, e-newsletter digest of visual healthcare data. Click here to sign up today. Have an infographic you'd like featured on our site? Click here for submission guidelines.

Infographic: Growth Opportunities for Healthcare Big Data

January 4th, 2017 by Melanie Matthews

The healthcare industry has been a laggard in Big Data adoption as compared to other verticals and continues to battle challenges around interoperability, budget constraints, and insufficient strategic planning and change management, according to a new infographic by Frost & Sullivan.

However, the intent to leverage the power of Big Data is evident across all industry stakeholders, including governments, payers, providers, suppliers (pharmaceutical, medical devices, and technology companies), and consumers. The goal is to make healthcare more predictive and prescriptive through meaningful information and insights. Big Data and analytics will play a key role in this direction, with the most important areas of application being population health management, clinical decision support, and real-world data.

The infographic drills down on the need for big data in healthcare, the changing roles of industry stakeholders and the big data opportunities.

Growth Opportunities for Healthcare Big Data

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results Between Medicare's aggressive migration to value-based payment models and MACRA's 2017 Quality Payment Program rollout, healthcare providers must accept the inevitability of participation in fee-for-quality reimbursement design—as well as cultivating a grounding in health data analytics to enhance success.

As an early adopter of the Medicare Shared Savings Program (MSSP) and the largest sponsor of MSSP accountable care organizations (ACOs), Collaborative Health Systems (CHS) is uniquely positioned to advise providers on the benefits of data analytics and technology, which CHS views as a major driver in its achievements in the MSSP arena. In performance year 2014, nine of CHS's 24 MSSP ACOs generated savings and received payments of almost $27 million.

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results examines program goals, platforms, components, development strategies, target populations and health conditions, patient engagement metrics, results and challenges reported by more than 100 healthcare organizations responding to the February 2016 Digital Health survey by the Healthcare Intelligence Network.

Get the latest healthcare infographics delivered to your e-inbox with Eye on Infographics, a bi-weekly, e-newsletter digest of visual healthcare data. Click here to sign up today. Have an infographic you'd like featured on our site? Click here for submission guidelines.

Infographic: Health Data Integration Trends

December 23rd, 2016 by Melanie Matthews

As the U.S. healthcare market evolves from a pay-for-service model to a pay-for-performance/outcome model, healthcare organizations are working to improve their ability to identify, measure, and report treatment outcomes based on clinical procedures, according to a new infographic by dapasoft.

The infographic looks at the state of data and application integration in healthcare in response to these developing reimbursement models.

Health Data Integration Trends

2016 Healthcare Benchmarks: Data Analytics and IntegrationThe 2016 Healthcare Benchmarks: Data Analytics and Integration assembles hundreds of metrics on data analytics and integration from hospitals, health plans, physician practices and other responding organizations, charting the impact of data analytics on population health management, health outcomes, utilization and cost.

2016 Healthcare Benchmarks: Data Analytics and Integration examines the goals, data types, collection processes, program elements, challenges and successes shared by healthcare organizations responding to the January 2016 Data Analytics survey by the Healthcare Intelligence Network. Click here for more information.

Get the latest healthcare infographics delivered to your e-inbox with Eye on Infographics, a bi-weekly, e-newsletter digest of visual healthcare data. Click here to sign up today. Have an infographic you'd like featured on our site? Click here for submission guidelines.

Infographic: Is Your Healthcare Organization Data Rich But Insight Poor?

December 16th, 2016 by Melanie Matthews

Is Your Healthcare Organization Data Rich But Insight Poor?Healthcare organizations with access to electronic healthcare record, claims, socio-demographic and administrative data, have to apply that data through all available lenses to act properly on the data to improve health, according to new infographic by Optum.

The infographic details three possible lenses through which healthcare data should be examined, as well as finding opportunities for intervention and measuring intervention success.

The move from fee-for-service to value-based healthcare is driving the need for increased capabilities in population health management, including addressing all of the areas that may impact a person's health. There is growing recognition that a broad range of social, economic and environmental factors shape an individual's health, according to the New England Journal of Medicine. In fact, 60 percent of premature deaths are due to either individual behaviors or social and environmental factors. Healthcare providers who adopt value-based reimbursement models have an economic interest in all of the factors that impact a person's health and providers must develop new skills and data gathering capabilities and forge community partnerships to understand and impact these factors.

During Social Determinants and Population Health: Moving Beyond Clinical Data in a Value-Based Healthcare System, a December 8th webinar, now available for replay, Dr. Randall Williams, chief executive officer, Pharos Innovations, shares his insight on the opportunity available to providers to impact population health beyond traditional clinical factors.

Get the latest healthcare infographics delivered to your e-inbox with Eye on Infographics, a bi-weekly, e-newsletter digest of visual healthcare data. Click here to sign up today. Have an infographic you'd like featured on our site? Click here for submission guidelines.

Value-Based Reimbursement Dominates Healthcare in 2016 and 11 More Industry Trends

December 15th, 2016 by Patricia Donovan

MACRA-Ready: 9 percent said they would participate in an Advanced Alternative Payment (APM) model in 2017.

ACA anxieties aside, value-based reimbursement wielded the most influence over the business of healthcare in 2016, according to the thirteenth annual industry trends snapshot by the Healthcare Intelligence Network (HIN).

Value-based reimbursement also topped the list of lucrative business development areas for 18 percent of respondents, HIN's industry survey found, followed by chronic care management (14 percent), integration of behavioral healthcare and primary care (11 percent), and telehealth (11 percent).

Sixty-nine percent of respondents consider themselves well positioned to succeed under value-based reimbursement models in the year to come. Additionally, 60 percent report that 2016 was a better year business-wise than 2015.

However, preoccupation with new models of care delivery and payment did not eliminate worry over the post-election fate of the Affordable Care Act (ACA), which President-elect Trump has vowed to repeal or replace. At least 10 percent referenced either the election, ACA uncertainty or the incoming presidential administration when identifying the greatest business challenges they expect to face in 2017.

The annual Healthcare Trends & Forecasts survey, administered in November 2016, captured year-end feedback from more than 100 hospitals, health plans, physician organizations, long-term care providers and others, pinning down the trends impacting the industry in the year to come.

A Look Back: Best and Worst Business Decisions of 2016

Community partnerships, training for integrated care and value-based payments, and participation in CMS Bundled Payment for Care Improvement (BPCI) were among the most successful business decisions of 2016, respondents reported. However, many cited lack of preparation for bundled payments and care delivery transformation, lack of communication, and lack of focus on quality as regrettable 2016 business decisions.

This 2017 roadmap for healthcare also identified the following metrics:

  • Respondents' pace of MACRA participation for 2017:
    • Eight percent will test MACRA's Quality Payment Program by submitting partial data in 2017 without fear of negative payment adjustments;
    • Six percent will participate for part of the calendar year;
    • Nine percent said they would participate for the full calendar year; and
    • Nine percent said they would participate in an Advanced Alternative Payment (APM) model in 2017.
  • Growth, hiring and recruitment, and sales and services were the three business areas most impacted by the 2016 economic climate.
  • Healthcare wearables, palliative care and health insurance exchanges had the least impact on respondents' 2016 business operations.

Download the complimentary HINtelligence report, "Healthcare Trends for 2017: ACA Anxieties Aside, Majority Well-Positioned for Value-Based Reimbursement.

Infographic: Health Outcomes Analytics: Opportunities and Gaps

December 2nd, 2016 by Melanie Matthews

Analyzing patients’ health outcomes is a major step on the way to improving them. A variety of equally reputable sources provides different views, angles and approaches to both measurement and analysis, according to a new infographic by ScienceSoft.

The infographic examines the opportunities and gaps in healthcare data analytics on patients' outcomes.

Health Outcomes Analytics: Opportunities and Gaps

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results Between Medicare's aggressive migration to value-based payment models and MACRA's 2017 Quality Payment Program rollout, healthcare providers must accept the inevitability of participation in fee-for-quality reimbursement design—as well as cultivating a grounding in health data analytics to enhance success.

As an early adopter of the Medicare Shared Savings Program (MSSP) and the largest sponsor of MSSP accountable care organizations (ACOs), Collaborative Health Systems (CHS) is uniquely positioned to advise providers on the benefits of data analytics and technology, which CHS views as a major driver in its achievements in the MSSP arena. In performance year 2014, nine of CHS's 24 MSSP ACOs generated savings and received payments of almost $27 million.

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results examines program goals, platforms, components, development strategies, target populations and health conditions, patient engagement metrics, results and challenges reported by more than 100 healthcare organizations responding to the February 2016 Digital Health survey by the Healthcare Intelligence Network.

Get the latest healthcare infographics delivered to your e-inbox with Eye on Infographics, a bi-weekly, e-newsletter digest of visual healthcare data. Click here to sign up today. Have an infographic you'd like featured on our site? Click here for submission guidelines.

2017 Healthcare Success Formula: Care Management Sophistication and ‘Patient Stickiness’

November 29th, 2016 by Patricia Donovan

HIN's 13th annual planning session provided a roadmap to key healthcare issues, challenges and opportunities in 2017.

Whether concerned with healthcare delivery or reimbursement for services rendered, providers and payors alike will need to be nimble in the coming year to survive and thrive in a sharply shifting, value-based marketplace, advises Steven Valentine, vice president, Advisory Consulting Services, Premier Inc.

"Be aware: the competitors you've had in the past are changing, and you're seeing more competition with various Internet providers, CVS, Apple, Watson. It's all going to change," said Valentine during Trends Shaping the Healthcare Industry in 2017: A Strategic Planning Session, a November 2016 webinar now available for replay.

But what healthcare shouldn't panic about, at least for the immediate future, is the demise of the Affordable Care Act (ACA).

"[The ACA] is not going to be canceled any time soon," Valentine emphasized during the thirteenth annual planning session sponsored by the Healthcare Intelligence Network. "We would expect it would take two years, at least, to begin to put in some kind of a replacement program."

Assuring participants that within all this industry flux are opportunities, Valentine suggested they follow the lead of retail pharmacy CVS. "CVS envisions itself as a full service healthcare organization with a goal of 'patient stickiness.' In other words, CVS is saying, 'I need patients to rely on me as their source of getting started for healthcare.'"

Later in the program, he offered participants a four-point plan for improving patient stickiness.

As for care management sophistication, Valentine pointed to the pairing of hospitals with a case manager, with incentives for care managers and hospitalists to manage down length of stay, or manage resource consumption.

"We're probably gravitating more toward care management models that are outside the four walls of the hospitals...which will give us better economies, better outcomes, people more specialized in the areas they're in that could really help provide better quality at a lower cost."

And while the healthcare thought leader believes Medicare will remain essentially untouched by the incoming presidential administration, he did identify nearly a dozen areas where President-Elect Donald Trump's 'Better Way' might eventually make its mark on healthcare, including more price transparency and the sale of insurance across state lines.

Moving on to sector-specific forecasts, Valentine outlined four expectations for health plans, including a push for more access points like telehealth and urgent care centers and added pressure to reduce chronic care costs.

Healthcare providers should focus on population health and immerse themselves in data analytics to better prepare for MACRA and the narrow, quality-based provider networks that will result.

Both sectors should expect more consumer demand for accountability, Valentine said, since patients and health plan members are fed up with rising costs and armed with more transparency information and health awareness.

Valentine concluded his presentation with eight guiding principles for 2017 success, including collaboration between health plans and physicians.

And in the Q&A that followed, Valentine offered guidance on a number of issues, including how providers can grow their population bases; identifying and addressing social health determinants; succeeding in value-based healthcare, and offering efficient, integrated behavioral healthcare services.

Click here to listen to advice from Steven Valentine on employing technology for patient engagement.

Providers and ACO Data Analytics: Too Much Information Is Not Helpful

November 22nd, 2016 by Patricia Donovan
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Collaborative Health Systems believes the health data it distributes to its physicians should speak to the challenges providers see in the market.

As the largest sponsor of Medicare Shared Savings Program (MSSP) accountable care organizations (ACOs), Collaborative Health Systems (CHS) has learned a number of lessons about the integration of data analytics and technology. Here, Elena Tkachev, CHS director of ACO analytics, outlines three challenges her organization has faced in the rollout of health analytics to its provider base, and some CHS approaches to these hurdles.

What are some of the challenges we have identified, and some solutions? Number one is the availability and access to timely and accurate data. This has been a challenge for us. As an insurance company, we have a very strong expertise and access to the claims information Medicare provides to us, but we did face the challenge of incorporating electronic medical records (EMRs) into our data. We have been taking a phased approach, where we continue only adding and enhancing our data. If you are not at a point where you’re ready to consume everything, it doesn’t mean you should not do it until you have all the pieces together. It’s better to start with something and then you can grow from that point and improve it.

The second is related to the technology and capability—the ability to aggregate all this different data from different resources and have it be meaningful. For us, it’s really an investment in having strong technology data architect subject matter experts as well as the tools that can help us with that.

The third is display of meaningful results. This has been a challenge and we’ve reiterated it. Since I first started at CHS, the reports have drastically changed, because we learned from our providers that too much information is not helpful; just giving someone a spreadsheet with a lot of columns is not very useful.

Providers would rather see information summarized, and less is more. It’s really important to have information be very clear. The data needs to speak to the challenges the providers see in the market.

Source: Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results

http://hin.3dcartstores.com/Health-Analytics-in-Accountable-Care-Leveraging-Data-to-Transform-ACO-Performance-and-Results-_p_5185.html

Health Analytics in Accountable Care: Leveraging Data to Transform ACO Performance and Results documents the accomplishments of CHS's 24 ACOs under the MSSP program, the crucial role of data analytics in CHS operations, and the many lessons learned as an early trailblazer in value-based care delivery.