Archive for the ‘Data Analytics’ Category

Infographic: Speed Dating Health Analytics Vendors

March 22nd, 2017 by Melanie Matthews

Value-based care (VBC) has many benefits, but it's a massive effort, according to a new infographic by 3M. It changes the entire delivery system. Healthcare organizations need outside help, especially with the data side but choosing a partner is tough.

The infographic examines three tried-and-true qualities to look for in a health analytics vendor.

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.

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Infographic: Big Data Challenges

March 17th, 2017 by Melanie Matthews

Healthcare organizations rely on a narrow swatch of data, thus creating a big hurdle in effectively predicting and preventing claim fraud, waste and abuse (FWA) with advanced profiling and analytics, according to a new infographic by SCIO Health Analytics.

The infographic looks at the sources of data used to identify FWA, levels of sophisticated analytics data use and the type of analytic resources used.

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.

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5-Part Framework for MIPS Success Under MACRA

March 2nd, 2017 by Patricia Donovan

Before picking MACRA pace, physician practices should construct a framework for MIPS success.

Along with picking a MACRA pace, physician practices should construct a framework for MIPS success.

Regardless of the pace a healthcare organization sets for Quality Payment Program participation, there are some key tactics that should form the framework of any MACRA initiative. Here, William Holding, consultant with PDA Inc., outlines the critical elements organizations need to achieve "MACRA-readiness."

  • The first component for success is perhaps the most important, and that's having a culture of provider support. A willingness to explore new options. This component is free, so if you don't have that culture in place today, before going and investing in analytics products, performance improvement or new staffing, you've got to put this culture in place. We have seen organizations do this successfully, and make the journey into accountable care organizations (ACOs) or value-based programs by working on this piece first.
  • Second is strategic planning. Set measurable goals. That's important. Look ahead one year, two years, three years. Set goals that have timelines, and goals that are reasonably achievable.
  • The next piece is strong leadership. If you don't have a quality committee or a Merit-Based Incentive Payment System (MIPS) committee, consider establishing one, and establishing a position lead in that program. It should be a multidisciplinary effort. Pull physicians, mid-levels, nursing leadership, IT and program management into that program. You should have tailored reporting strategies that align with your planning efforts.

    I've experienced teams that didn't work well. In working with large systems, even with the support of clinical leadership and with the right analytical skills, efforts, I have witnessed efforts that were slower than they should have been until they brought in the right team member. This team member possessed in-depth knowledge of clinical workflows, had clout within the organization, knew personnel across IT, could talk to providers, and was a good communicator. When that person was on the team, the efforts began to move forward much faster. You've got to find the right people to be involved.

  • Next, data analytics is key. This starts with an individual with the right skills. It doesn't mean you have to buy the most expensive solution for this. Sometimes ad hoc solutions work just fine for certain organizations. However, you need the right individual who knows the data, who knows how to respond to requests from leadership, and who can really own it.
  • Lastly, clinical documentation is essential. Doing that well will improve your position in this program.

Source: Physician MACRA-Readiness: Mining QRUR and Other CMS Data to Maximize MIPS Performance

social determinants of health

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 analyses 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.

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.