Data Integrity ACTIONS
Data standards and integrity are arguably the two most critical ingredients when you consider achievement at either the (individual) human or (collective) global scale. There is no causation absent data (information) and there is no consequent execution unless it has been purposefully structured and validated for sharing. Healthcare Reform promises innovation in care delivery by increasing the transparency of data and quality metrics but how can you improve on something that doesn’t ideally exist yet?
When the OIG released its report, The Medicare Payment System for Skilled Nursing Facilities Needs To Be Reevaluated, they noted a 29% margin (overpayment) for therapy service reimbursement. Further, Skilled Nursing Facilities (SNFs) increasingly billed for the highest level of therapy even though key beneficiary characteristics remained largely the same. Achieving information access and coordination throughout the “Continuum of Care” requires a call to action for better interoperability and data management practices if we want to be successful in the future value based / bundled payment systems. Common standards for (1) assessment/documentation, (2) secure exchange of EHR/PHI and (3) compliance/accountability across the Continuum of Care (Hospital to Skilled Nursing & Rehab to Home) need to be pioneered further before they can be adopted and enhanced. The Electronic Health Record (EHR) is arguably at the root of this opportunity but all business information has relevancy.
Introducing The 4th Industrial Revolution
As thought leaders on the world stage prepare us for the Fourth Industrial Revolution and Web 3.0 (The Semantic Web), we are reminded of the inequity gap that exists between enterprise level organizations, technologists and the remaining 99% of data users. That it to say that if best practices in knowledge management trickled down to Healthcare delivery the marketplace could be transformed very quickly. We get a glimpse of the future of work and mobile health when we watch a TED Talk or purchase a personal device with updated features but when will mainstreet be touched by technology that addresses productivity and information sharing in a more meaningful way?
Senior Living – as a subordinated subset of established industry classification(s) represents a now distinct and emerging asset sector, yet uniquely representing a blend of real estate; healthcare services; and hospitality. Everyone chatters about technology, disruption and innovation but we fail to emphasize two clear imperatives;
- Simple, shareable language makes everything technically possible.
- Business challenges have frequently been met and overcome in adjacent spaces (as the YouTube clip above intimates) if we only had the eyes to see them.
We must look to other industries to inform data initiatives that drive and define our evolving identity and moonshots. Of all the data we amass, what is more relevant to quality and compliance than the MDS? And how does that documentation relate to an EHR or related Protected Health Information (PHI)?
Stepping out of the Sandbox
There are too many languages in the medical community and they often represent overlapping or redundant concepts. Consider this post’s leading sub-title that suggests how innovation is intrinsically connected to interdisciplinary thinking. For example, IF we operate in a SNF setting and have a Medical Director as part of our Quality Assurance and Performance Improvement (QAPI) Committee but don’t understand either (1) the correlation between Quality Measures on Nursing Home Compare and the corresponding fields on each Minimum Data Set submission, or (2) the relationship between those measures and the 254 quality measures that CMS identified for the PQRS in 2015 (mapping to the U.S. National Quality Standard (NQS) health care quality domains), THEN, it is clear in this one trite example that we really need to rely on each other’s knowledge if we are going to make this work. Is it possible that there is a future scenario on the horizon where a more connected and semantic web will learn how to navigate and connect these complexities for us? The question becomes, how much accountability should we have for understanding and correlating all of these terms and frameworks? Leading from behind is not the sustainable solution.
The Need for Interoperability Standards
You are likely consuming this blog entry on a mobile device that is connected to the Web. The internet works because it operates upon open standards that have been established by the World Wide Web Consortium (W3C). If you are a designer or developer, you understand that you cannot create anything successfully without employing these interoperability standards in your own work product. On the other hand, we business consumers remain steeped online and in conferences with little emphasis on the need for knowledge to transfer.
The following clip references a government commissioned the JASON report that identifies what we have been getting wrong in our industry and prescribes an approach for fixing it:
It is clear that brilliant people endeavor to solve our problems beneath the surface-level chatter of our practice and headlines. They need our insight if the solutions they develop are to be (1) fast-tracked and (2) widely distributed. Our more active and collective engagement and collaboration will help make this happen.
The challenges we confront in our sector (and frankly the majority of business industries) are downstream of lacking interoperability standards; inadequate reporting capabilities; and too few safeguards to ensure data integrity. The commodity of business intelligence is the new currency
of sustainable business success.
The call to action is simple. We need to be alert to exhibiting trends and become better data managers. We offer the following recipe for ACTIONS:
- A – ssess and appraise current information systems capabilities.
- C – orrect conditions of inadequacy, inaccuracy and redundancy of data gathering.
- T – ransition reporting capabilities to achieve full integration for all users.
- I – nterpret data intelligence routinely to inform best practice management.
- O – pen and share data with collaborative partners to promote new prospects.
- N – urture systems reporting to foster data integrity and build business bridges.
- S – eek outside resources to develop and maintain data integrity.
Providers in our sector who best capture, manage, share and act upon reliable business data will be the survivors and prosper. New standards like FHIR promise to transform the way we conduct business and deliver quality outcomes but they represent future solutions. Data integrity defines not only your business identity, but importantly, your performance history and ratings in the marketplace. The Five Star Rating system in the skilled nursing sector is a good example of how reported data defines a business brand. Take charge of this information flow; ensure its integrity; and manage it to your advantage now before it is too late. That constitutes leading from the front.
Need guidance with your ACTIONS? Contact us to learn how we can help.