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Innovation with 
Commercial EHRs
Ken Ong, MD, MPH
CMIO, New York Hospital Queens
Queens is the most ethnically 
diverse urban area in the world 
with a population of over 2.2 
million, 48% of whom are 
foreign‐born,representing over 
100 different nations and 
speaking over 138 different 
languages.
 Salvation Army opened the Rescue Home for Women in 1892 as a haven for 
unmarried mothers in a humble house on East 123rd Street in Manhattan.
 During World War I, the facility opened a free medical service for the dependents 
of enlisted men.
 In 1950’s, Salvation Army noticed a shortage of local general hospital facilities in 
the vast farmland communities located to the east of the East River: Queens.
 In 1992, the hospital became an affiliate of the New York Hospital‐Cornell 
Medical Center, which merged with Presbyterian Hospital in 1997 to form the 
NYP Healthcare System.
 New York Hospital Queens has grown to become a 519‐bed acute care hospital, 
that last year admitted more than 35,000 patients, had more than 139,000 
outpatient visits, and treated 115,000 people through the emergency 
department.
New York Hospital Queens
What’s an Innovation?
Everett Rogers, 
Diffusion of Innovations
"an idea, practice, 
or object that is 
perceived as new 
by an individual or 
other unit of 
adoption".
Everett Rogers, Diffusion of Innovations
How Far Have We Come?
Office‐Based Physicians Are Responding To Incentives And Assistance By Adopting And Using Electronic Health Records
By Chun‐Ju Hsiao, Ashish K. Jha, Jennifer King, Vaishali Patel, Michael F. Furukawa, and Farzad Mostashari. HEALTH AFFAIRS 32, NO. 8 (2013): 1470–1477
Office‐Based Physicians Are Responding To Incentives And Assistance By Adopting And Using Electronic Health Records
By Chun‐Ju Hsiao, Ashish K. Jha, Jennifer King, Vaishali Patel, Michael F. Furukawa, and Farzad Mostashari. HEALTH AFFAIRS 32, NO. 8 (2013): 1470–1477
72 percent of physicians had adopted some type of 
system and that 40 percent had adopted capabilities 
required for a basic EHR system.
As of 2012, physicians in rural areas had higher rates of 
adoption than those in large urban areas, and 
physicians in counties with high rates of poverty had 
rates of adoption comparable to those in areas with 
less poverty.
However, small practices continued to lag behind larger 
practices.
Office‐Based Physicians Are Responding To Incentives And 
Assistance By Adopting And Using Electronic Health Records
By Chun‐Ju Hsiao, Ashish K. Jha, Jennifer King, Vaishali Patel, Michael F. Furukawa, and Farzad Mostashari. HEALTH AFFAIRS 32, NO. 8 
(2013): 1470–1477
Adoption Of Electronic Health Records Grows Rapidly, But Fewer Than 
Half Of US Hospitals Had At Least A Basic System In 2012
By Catherine M. DesRoches, Dustin Charles, Michael F. Furukawa, Maulik S. Joshi, Peter Kralovec,
Farzad Mostashari, Chantal Worzala, and Ashish K. Jha. HEALTH AFFAIRS 32. NO. 8 (2013): 1478–1485
Adoption Of Electronic Health Records Grows Rapidly, But Fewer Than 
Half Of US Hospitals Had At Least A Basic System In 2012
By Catherine M. DesRoches, Dustin Charles, Michael F. Furukawa, Maulik S. Joshi, Peter Kralovec,
Farzad Mostashari, Chantal Worzala, and Ashish K. Jha. HEALTH AFFAIRS 32. NO. 8 (2013): 1478–1485
Adoption Of Electronic Health Records Grows Rapidly, But Fewer Than 
Half Of US Hospitals Had At Least A Basic System In 2012
By Catherine M. DesRoches, Dustin Charles, Michael F. Furukawa, Maulik S. Joshi, Peter Kralovec,
Farzad Mostashari, Chantal Worzala, and Ashish K. Jha. HEALTH AFFAIRS 32. NO. 8 (2013): 1478–1485
The US health care system is in the midst of an enormous change in the way health care 
providers and hospitals document, monitor, and share information about health and 
care delivery. Part of this transition involves a wholesale, but currently uneven, shift 
from paper‐based records to electronic health record (EHR) systems. We used the most 
recent longitudinal survey of US hospitals to track how they are adopting and using EHR 
systems. Only 44 percent of hospitals report having and using what we define as at 
least a basic EHR system. And although 42.2 percent meet all of the federal stage 1 
“meaningful‐use” criteria, only 5.1 percent could meet the broader set of stage 2 criteria. 
Large urban hospitals continue to outpace rural and nonteaching hospitals in adopting 
EHR systems. The increase in adoption overall suggests that the positive and negative 
financial incentives currently in place across the US health care system are working as 
intended. However, achieving a nationwide health information technology 
infrastructure may require efforts targeted at smaller and rural hospitals.
Adoption Of Electronic Health Records Grows Rapidly, But Fewer Than 
Half Of US Hospitals Had At Least A Basic System In 2012
By Catherine M. DesRoches, Dustin Charles, Michael F. Furukawa, Maulik S. Joshi, Peter Kralovec,
Farzad Mostashari, Chantal Worzala, and Ashish K. Jha. HEALTH AFFAIRS 32. NO. 8 (2013): 1478–1485
Some Hospitals Are Falling Behind In Meeting ‘Meaningful 
Use’ Criteria And Could Be Vulnerable To Penalties In 2015
By Catherine M. DesRoches, Chantal Worzala, and Scott Bates. HEALTH AFFAIRS 32, NO. 8 (2013): 1355
Some Hospitals Are Falling Behind In Meeting ‘Meaningful 
Use’ Criteria And Could Be Vulnerable To Penalties In 2015
By Catherine M. DesRoches, Chantal Worzala, and Scott Bates. HEALTH AFFAIRS 32, NO. 8 (2013): 1355
 Our analysis of Medicare data found a substantial increase in the percentage 
of hospitals receiving EHR incentive payments between 2011 (17.4 percent) 
and 2012 (36.8 percent). However, this increase was not uniform across all 
hospitals, and the overall proportion of hospitals receiving a payment for 
meaningful use was low. 
 Critical‐access, smaller, and publicly owned or nonprofit hospitals appeared 
to be at particular risk for failing to meet Medicare’s meaningful‐use criteria, 
and the overall proportion of hospitals receiving a payment for meaningful 
use was low. 
 Starting in 2015, hospitals that fail to meet the criteria will be subject to 
financial penalties. To address the needs of institutions in danger of incurring 
these penalties, policy makers could implement targeted grant programs 
and provide additional information technology workforce support. In 
addition, the capacity of EHR system vendors should be carefully monitored 
to ensure that these institutions have access to the technology they need.
Meaningful Information ExchangeMeaningful Information Exchange
Operational Health Information Exchanges Show 
Substantial Growth, But Long‐Term Funding Remains A 
Concern
By Julia Adler‐Milstein, David W. Bates, and Ashish K. Jha. HEALTH AFFAIRS 32, NO. 8 (2013): 1486
30 percent of hospitals and 10 percent of ambulatory 
practices now participate in one of the 119 operational 
health information exchange efforts
However, we also found that 74 percent of health 
information exchange efforts report struggling to 
develop a sustainable business model. Our findings 
suggest that despite progress, there is a substantial 
risk that many current efforts to promote health 
information exchange will fail when public funds 
supporting these initiatives are depleted.
Operational Health Information Exchanges Show Substantial 
Growth, But Long‐Term Funding Remains A Concern
By Julia Adler‐Milstein, David W. Bates, and Ashish K. Jha. HEALTH AFFAIRS 32, NO. 8 (2013): 1486
Innovation with a Commercial E.H.R.
NYHQ live with Eclipsys Sunrise CPOE in 2006
Attesting to Meaningful Use Stage 1, Year 2, 
in October 2013
Upgrading to 2014 certified Allscripts Sunrise 
in December 2013
E.H.R. Adoption at NYHQ
Order Sets
Clinical Documentation
Medical Logic Modules (MLMs)
Clinical Analytics
Clinical Decision Support 
Interventions to Improve Quality
 Alert Physician that there are no allergies documented for Drugs or Drug 
Categories
 Alerts clinician ‐ when a hematocrit is falling rapidly, not when a hematocrit is 
low or falling slowly
 Alerts clinician ‐ when a high glucose result is received for a patient ‐ this can 
alert when an order for such medication is placed AND patient has recent high 
glucose. 
 Alerts clinician ‐ when a high potassium result is received for a patient ‐ when 
there is a high potassium AND patient is receiving medications that can continue 
to elevate potassium further ‐ when an order for such medication is placed AND 
patient has recent high potassium.
 Alerts clinician ‐ when a high sodium result is received for a patient ‐ this can 
alert when an order for such medication is placed AND patient has recent high 
sodium. 
 Alerts clinician ‐ when a low creatinine clearance result is received for a patient 
and the patient has current orders for conflicting medications ‐ when an order 
for such medication is placed AND patient has recent low creatinine clearance
A Sample of Our 229 MLMs
 Alerts clinician ‐ when a low glucose result is received for a patient ‐ this can alert 
when an order for such medication is placed AND patient has recent low 
glucose, but default is set to NOT alert on order entry.
 Alerts clinician ‐ when a low potassium result is received for a patient ‐ when a 
potassium is falling ‐ when there is a low potassium AND patient is receiving 
medications that can continue to lower potassium further ‐ when an order for 
such medication is placed AND patient has recent low potassium.
 Alerts clinician ‐ when a low sodium result is received for a patient ‐ when a 
sodium is falling ‐ this can alert when an order for such medication is placed AND 
patient has recent low sodium. 
 Alerts clinician ‐ when the platelets are falling AND patient is receiving 
medications that can continue to lower platelets further ‐ when there are a low 
platelets AND patient is receiving medications that can continue to lower 
platelets further ‐ when an order for such medication is placed AND patient has 
recent low or falling platelets.
 Calculate ingredients for TPN Order
 Calculates Padua Model DVT risk assessment score
A Sample of Our 229 MLMs
 Chemical & mechanical restraints
 Create ED pediatric sepsis alert in ED Nursing Triage Note
 Critical lab values post a flag in the 'Unacknowledged Alerts' 
column. Clicking on the alert shows the lab result and provides 
an opportunity to document the response.
 Fires 'Name Alert' in 'Similar Name' column of patient list
 Generate an alert to prevent duplicate diet order
 Heparin dosing related
 If a previous echocardiogram was ordered, the following alert 
is given: "Please note: a previous transthoracic echocardiogram 
was ordered on [date]".
A Sample of Our 229 MLMs
 If carboplatin is selected, the following alert is given: "AUC 
Cockgraft‐Gault calculator is defaulted to utilize IDEAL body 
weight. Choices for ACTUAL and ADJUSTED body weight are 
available by changing the default in the dose calculator. Please 
utilize 'AUC (Cockgraft‐Gault actual)' when a patient's actual 
body weight is LESS than their ideal body weight to ensure 
appropriate dose."
 Insulin dose calculated
 Place an CDiff +ve result comment in the header at the time of 
result posting.
 Provide INR Lab Results and Prior Dosing History on the Order 
Set Form
 Pulls in any infection control precautions into the radiology 
requisition order form
A Sample of Our 229 MLMs
 Pulls in current insulin dose into a new Endocrinology consult or 
progress note.
 Pulls urine or blood HCG results into the radiology order form for 
women between the ages of 9 and 55. If the HCG is positive, an alert is 
tiggered: "WARNING: Patient with positive HCG on [date]. This may 
indicate pregnancy. Please be aware when ordering radiographic 
studies." If the pregnancy status is unknown, the following alert is 
given: "NOTE: No pregnancy test is charted on this patient. Please 
indicate the pregnancy status and consider pregnancy testing if 
appropriate."
 Requires reasons for omission if no DVT prophylaxis is ordered
 Retrieves hemoglobin and platelet results when either a blood or 
platelet transfusion is ordered.
 RxWriter (discharge medication app): Alert to user when dosage 
amount is zero or missing Alert to user when Frequency is zero or 
missing Alert to user when Quantity is zero or missing
A Sample of Our 229 MLMs
 Start ExitCare application from a document list radio button.
 The ED Nurse Triage assessment places a flag on the ED display board 
and fires an alert ("This patient has met modified SIRS criteria and may 
be at risk for serious infection.") if the temperature, pulse, respirations 
or blood pressure are more or less than defined parameters for 
children for particular ages.
 This MLM will create C‐Diff infection alert header when patient 
readmitted and he had that infection in most recent visit.
 To pull active DNR order list and insert in DNR order section of 
Summary of Care|Discharge|Transfer Note
 To warn the person ordering NPO or dc tube feeding, that the patient 
is on hypoglycemic drug(s) and may require supplementation.
 tPA dose calculation
 Warn user that concurrent use of anticoagulants, antiplatelets, and 
thrombolytic medications are prohibited with indwelling neuraxial 
catheters
A Sample of Our 229 MLMs
NYHQ’s New York City Designated Stroke Center
Stroke P.I. Initiative 2012‐2013
 From paper to electronic documentation, i.e., NIH 
Stroke Scale
 Stroke coordinator hired
 Modified Rankin Scale added to nursing note
 VTE prophylaxis order set improved
 Branching logic added to core measure section in 
Summary of Care note
Summary of Care Note:
Branching Logic to Capture Hospital Inpatient Quality 
Reporting Core Measures
NIH Stroke Scale
Total Score Automatically Calculated
DVT Risk Assessment: Padua Model
Total Score Automatically Calculated
Stroke Measures Improved
Measure Nov‐12 Dec‐12 Jan‐13 Feb‐13 Mar‐13 Apr‐13 May‐13 Jun‐13 4 Months Pre 4 Months Post Change
Modified Rankin Scale at Discharge 17.9% 18.9% 37.5% 10.5% 22.8% 43.0% 72.1% 76.7% 21.2% 53.7% 153.1%
VTE Prophylaxis 62.5% 71.9% 59.5% 72.9% 90.7% 93.4% 91.1% 100.0% 66.7% 93.8% 40.6%
Dysphagia Screen 52.6% 38.1% 52.9% 41.3% 39.1% 58.0% 63.5% 64.9% 46.2% 56.4% 22.0%
Stroke Education 89.7% 78.9% 100.0% 82.6% 95.2% 100.0% 95.9% 100.0% 87.8% 97.8% 11.4%
Protected 
Health 
Information 
Redacted
Adopting MU2 Innovations: 
Inpatient
 View, Download, & Transmit (VDT)
 Medication Reconciliation Application
 Bar Code Medication Administration
 Electronic Transmission of Summary of Care to 
HIE (Healthix)
 Reporting MU2 compliant Syndromic 
Surveillance & Reportable Diseases
Adopting MU2 Innovations: 
Ambulatory
View, Download, & Transmit (VDT)
Expanding Patient Engagement
Patient‐Provider Secure Health 
Messaging
Appointment requests
Medication refill requests
Ken Ong, MD, MPH
e‐mail = keo9016@nyp.org
Twitter = @kenongmd
URL = kenongmd.com

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