Archive for the ‘Data Analytics’ Category

Reducing SNF Readmissions: Clinical Targets, Quality Scorecards Elevate Performance

May 23rd, 2017 by Patricia Donovan

reducing SNF readmissions

Michigan's Tri-County Collaborative holds the line on hospital readmissions from 130 participating SNFs.

Three geographically close Michigan health systems shared more than a concern over escalating readmissions from skilled nursing facilities (SNFs).

As Henry Ford Health System (HFHS), the Detroit Medical Center and St. John's Providence Health System ultimately discovered from Michigan Quality Improvement Organization (MPRO) data in 2013, they also shared about 30 percent of their patient population.

This revelation, combined with the pinch of new hospital readmission penalties from the Centers for Medicare and Medicaid Services (CMS), prompted the three to set aside competition and siloed strategies and forge a coordinated approach to reducing readmissions from SNFs.

Today, the resulting Tri-County SNF Collaborative operates with a set of clinical and quality targets and metrics created in tandem with more than 130 member SNFs. Tri-County's dozen participation requirements for SNFs range from regular reporting through a dedicated SNF portal to achievement of specified performance metrics.

"We developed collaborative relationships," explained Susan Craft, director of care coordination for the family caregiver program in HFHS's Office of Clinical Quality & Safety. "We wanted to have very open, honest conversations to review issues that were identified and find ways to resolve those."

Ms. Craft shared the roots, framework and results of the SNF collaborative, which launched in the first quarter of 2015, during Reducing SNF Readmissions: Quality Reporting Metrics Drive Improvements, a May 2017 webcast now available for replay.

Once admitted to the collaborative, member SNFs must report on 14 metrics in four key areas: acuity, care transitions, quality and readmissions. In return, SNFs receive a 13-point unblinded quarterly scorecard with metrics on readmissions and patient acceptance response times, among many others.

A multidisciplinary team within Tri-County Collaborative reviews all SNF metrics bi-annually to determine each facility's continued participation.

As for the collaborative's impact since its launch, Henry Ford Health System achieved a nearly 20 percent drop in Medicare SNF readmissions as well as a 28 percent reduction in SNF lengths of stay. The initiative also identified opportunities for improvement, resulting in enhanced outpatient scheduling and nurse-to-nurse handoffs and interventions focused on SNF-specific issues like sepsis, Ms. Craft explained.

Despite these advancements, the collaborative still faces the inherent challenges of competition and transparency, as well as SNFs' hesitancy to adopt value-based practices. "Our SNFs are still entirely dependent on fee for service [payment models]," said Craft. "They haven't been impacted by penalties and value-based purchasing, although that is coming for them next year."

Although not yet referring to participating SNFs as "preferred providers," the collaboratives hopes to one day equip patients with complete data pictures to guide them in SNF selection. Also on Tri-County Collaborative's radar are home care agencies, concluded Ms. Craft.

"We know there needs to be a lot of coordination across all post-acute care settings."

Listen to Susan Craft describe how Michigan's SNF Collaborative set aside competition to improve quality and readmission rates.

Infographic: Healthcare Analytics and Big Data

April 12th, 2017 by Melanie Matthews

There is an estimated 50 Petabytes of data in the healthcare realm, predicted to grow to 25,000 Petabytes by 2020, according to a new infographic by Oracle. Analyzing this data powers decision-making from preventive care to disease
management to population health.

The infographic examines how data analytics can support the continuum of care and improve the patient experience.

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: Healthcare Scorecards Versus Dashboards

April 3rd, 2017 by Melanie Matthews

Healthcare organizations use scorecards and dashboards to measure and sustain outcomes improvement, according to a new infographic by HealthCatalyst.

The infographic examines how organizations use dashboards versus scorecards and the key features of each.

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: 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.

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: 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.

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.

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.