Blog

EHRA (Electronic Health Records Association) Hits the Nail on the Head by Dr. Kristine McCoy

EHRA (Electronic Health Records Association) Hits the Nail on the Head by Dr. Kristine McCoy

April’s Electronic Health Records Association (EHRA) white paper “Recommendations for Determinants Capture” importantly calls out the variety of ways in which health care teams learn about patient’s Social Determinants of Health (SDOH) or Health Related Social Needs (HRSN).  The Association’s Social Determinants of Health and Health Equity Task Force is tasked with ensuring that EHR technology can be used to reduce health disparities.  In doing so, it took a close look at recent recommendations and guidelines around identifying and categorizing SDOH and mapped out how these can be incorporated into electronic health records in ways that meets its defined Characteristics of an Effective Solution, which are critical for widespread technology change and adoption as well as interoperability and support of data use for research.

In discussing standardization of SDOH in EHR systems, they note that “…an EHR should be able to indicate whether a patient was assessed for a domain risk (e.g. housing instability or food insecurity), whether that risk is present, and the method of assessment if a standardized instrument or questionnaire was used.”  The Task Force specifically note that while this may come through an embedded electronic screening tool, “A user might also evaluate risk through informal methods such as a conversation or a paper form, subsequently coding the identified risk using Z codes.”

Their final recommendation is that “Risk assessment methods should remain flexible for now.”  Clearly, this is not just for the convenience of the EHR companies.  Instead, it meets the myriad needs of patients and their healthcare teams to address whole person care in a variety of ways, and at any time, not just at specified intervals for recommended screenings.

The Task Force further notes that the source of the data can be represented with an “Optional Coded Value: Corresponding to the instrument or question used for risk assessment.”  This will provide the appropriate provenance or metadata for research purposes, but may also be used to vary clinical decision support around how follow-up assessments are approached.

Taken together, these statements point the way for additional assisted technology. In this case natural language processing (NLP) can help both clinicians and other members of the health care team recognize when their conversations have covered an assessment of a SDOH domain, and then to code it, making that assessment available for representation in the EHR without adding to staff burden.  These “conversations” are not new to healthcare and are often spontaneous and not scripted.  What is new is the recognized need for more systematic capture as “data” and more importantly action based on the social stressors that come up in these conversations.

AI for Child Welfare
Blog

AI for Child Welfare

The increased focus on the Natural Language Processing capabilities of AI mean that companies are investing in developing NLP solutions. Nowhere is that more important than child welfare.
Read on
HIMSS '22 Reflections
Blog

HIMSS '22 Reflections

Our team attended HIMSS '22 which included attending many informative sessions, visits to the exhibit floor and countless great conversations.
Read on
EHRA (Electronic Health Records Association) Hits the Nail on the Head by Dr. Kristine McCoy
Blog

EHRA (Electronic Health Records Association) Hits the Nail on the Head by Dr. Kristine McCoy

Dr Kristine McCoy shares her insights on EHRA's newest white paper on capturing social determinants of health (SDoH)
Read on
Families don't fit in boxes
Blog

Families don't fit in boxes

Read on
Risk Stratification and Rate Negotiation Augmented by Clinical NLP by Dr. Kristine McCoy
Blog

Risk Stratification and Rate Negotiation Augmented by Clinical NLP by Dr. Kristine McCoy

Read on
The emphasis on change at the APHSA National Summit
Blog

The emphasis on change at the APHSA National Summit

The theme at the APHSA was "now is the time" for innovation and change.
Read on
Rising social risk in patients with serious mental illness (and other complex conditions) by Dr. Kristine McCoy
Blog

Rising social risk in patients with serious mental illness (and other complex conditions) by Dr. Kristine McCoy

Dr. McCoy looks at the impact of social issues when treating mental health and the role Natural Language Processing (NLP) can play in helping to uncover them
Read on
Caseworker Safety Alerts; Technology That Supports Practice
Blog

Caseworker Safety Alerts; Technology That Supports Practice

Caseworker safety alerts provide staff more than just a "heads up"
Read on
National Human Trafficking Prevention Month
Blog

National Human Trafficking Prevention Month

Read on
Why wait for SDOH Screening?  By Dr. Kristine McCoy
Blog

Why wait for SDOH Screening?  By Dr. Kristine McCoy

In the second blog in her series, Dr. McCoy looks at the ability to uncover DSoH without waiting for formal screening tools.
Read on
Recognizing SDOH through Natural Language Processing by Dr. Kristine McCoy
Blog

Recognizing SDOH through Natural Language Processing by Dr. Kristine McCoy

In the third blog of her series, Dr. McCoy looks at how the notes from casual conversations between caretakers and patients can help uncover Social Determinants of Health (SDoH)
Read on
Supporting the Workforce Development Framework with NLP
Blog

Supporting the Workforce Development Framework with NLP

Read on
Differentiating Natural Language Processing (NLP) and Predictive Analytics
Blog

Differentiating Natural Language Processing (NLP) and Predictive Analytics

In the first of a series of blogs that look at artificial intelligence (AI) in health and human services, Augintel data scientist, Gus Carlock examines the differences between predictive analytics and NLP
Read on
Flipping the Script on CCWIS A different approach to CCWIS and Tech Modernization
Blog

Flipping the Script on CCWIS A different approach to CCWIS and Tech Modernization

Our friend Carole Hussey, CEO Evolv Strategies and longtime child welfare technology expert looks at a different approach to CCWIS
Read on
DROP US A LINE FOR MORE INFORMATION OR TO SCHEDULE A DEMO
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.