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Real-time EHR secure messaging to coordinate emergency department disposition for 30-day revisit patients

Solanki, Priyanka; Small, William; Sondhi, Jaya; Jones, Simon; Genes, Nicholas; Mansukhani, Ajay; Prabhu, Dinesha; Turley, Reed; Pineda, Edwin; Johnson, David; Moeller, Benjamin; Bosworth, Brian; Austrian, Jonathan
OBJECTIVES/OBJECTIVE:To evaluate whether real-time electronic health record (EHR)-based secure messaging between emergency department (ED) clinicians and prior discharge teams influences ED disposition decisions for patients re-presenting within 30 days of hospital discharge. MATERIALS AND METHODS/METHODS:This 18-month pre-post study included 27 592 ED revisit encounters across 3 campuses within one academic healthcare system. Robotic process automation generated a real-time EHR secure message connecting the ED attending with the index hospitalization discharge team during the ED disposition window. The primary outcome was the proportion of encounters resulting in ED disposition changes. Secondary outcomes included length of stay and messaging engagement by service, hospital campus, and time of day. RESULTS:Systemwide, inpatient readmissions rates were unchanged (49.4% vs 48.6%, P = .149), and observation status increased (7.0% vs 8.0%, P < .001). At one campus where messaging was paired with proactive care coordination, inpatient admissions decreased (56.9% vs 54.1%, P = .029) and treat-and-release increased (36.8% vs 39.6%, P = .024). Overall, 61.8% of messages received a response, but engagement did not correlate with disposition changes systemwide. DISCUSSION/CONCLUSIONS:Disposition changes occurred only where messaging was integrated with care coordination workflows with the operational capacity to act, indicating that real-time communication alone is insufficient without supporting infrastructure. CONCLUSION/CONCLUSIONS:Real-time EHR messaging may be most effective when paired with structured care coordination models rather than deployed as a standalone alerting tool.
PMID: 42531463
ISSN: 1527-974x
CID: 6070461

Bridging the Gap: Portal Messages as a Tool to Improve Breast Cancer and Diabetes Screening Rates

Krelle, Holly; King, William C; Tsuruo, Sarah; Klapheke, Nathan; Lu, Jeremy; Rosen, Kyra; Jones, Simon; Holman, Blaire; Pazand, Lily; Diller, Lauren; Meringolo, Gabriella; Horwitz, Leora I
BACKGROUND:Healthcare systems use electronic patient reminders to encourage preventive care receipt. We used an innovative randomized testing approach to identify reminder design elements associated with improved patient responsiveness. AIM/OBJECTIVE:Improve patient response to electronic preventive care screening reminders. SETTING AND PARTICIPANTS/METHODS:Outpatient clinics affiliated with NYU Langone Health (NYULH) and their patients. Included patients were due for retinal, hemoglobin A1c (HbA1c), or mammography screening. PROGRAM/METHODS:Iterative EHR reminder redesign using a behaviorally informed framework, testing improvements based on randomized implementation. We randomized patients for each screening type to intervention (redesigned) or control (existing) reminders. Outcomes were scheduling or completion of indicated test. Plan-Do-Study-Act Cycle #1 tested all three redesigned reminders. Cycle #2 tested a personalized reminder versus the redesigned mammography reminder from Cycle #1. RESULTS:Cycle #1: Redesigned mammography reminders showed greater adherence (25/212 [11.8%] vs. 13/212 [6.1%]) compared to controls (p = 0.04). Redesigned retinal and HbA1c reminders showed no difference. Cycle #2: Scheduling adherence for mammography was similar for personalized and non-personalized reminders (p = 0.68). CONCLUSION/CONCLUSIONS:Iterative, randomized testing of re-designed electronic preventive care reminders was feasible within a large, complex healthcare system and showed the value of brief messages with a scheduling link for mammography.
PMID: 42056367
ISSN: 1525-1497
CID: 6029462

Impact Of Patient Language On Clinical Decision Support Tools To Improve Heart Failure Care [Meeting Abstract]

Panigrahy, Neha; King, William C.; Jones, Simon; Reynolds, Harmony; Lawrence, Phillips; Nagler, Arielle; Szerencsy, Adam; Saxena, Archana; Klapheke, Nathan; Horowitz, Leora I.; Katz, Stuart; Blecker, Saul; Mukhopadhyay, Amrita
ISI:001690014900006
ISSN: 1071-9164
CID: 6022112

Extreme Urban Heat and Emergency Department Visits in Older Adults

Siau, Evan; Silva, Genevieve S; Lu, Jeremy; Thiel, Cassandra; Jones, Simon; Horwitz, Leora I; Lichter, Katie E; Azan, Alexander
IMPORTANCE/UNASSIGNED:Health care systems can help protect patients from the increasing threat of extreme heat-driven morbidity and mortality. Electronic health records (EHRs) provide insight into trends and local variation in thresholds above which extreme heat is associated with emergency department (ED) use among at-risk patient populations. OBJECTIVE/UNASSIGNED:To examine associations between extreme heat exposure and all-cause ED visits among patients aged 65 years and older. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This matched case-control study of patients seeking emergency care at an urban health care system during the summer (May 1 to September 30) from 2022 to 2024. Two New York City (NYC) EDs were included: (1) ED-1, predominantly serving Medicaid-enrolled patients from minoritized racial and ethnic groups, and (2) ED-2, predominantly serving White, privately insured patients. Included patients were aged 65 years or older and presented to ED-1 and ED-2 during the study period. Data were analyzed from April to August 2025. EXPOSURES/UNASSIGNED:Daily maximum heat index (HImax) values during the summer were calculated from the National Centers for Environmental Information monitor-derived recordings. MAIN OUTCOMES AND MEASURES/UNASSIGNED:Daily all-cause ED use counts were derived from EHRs, and extreme heat exposure-outcome curves were calculated. Daily HImax anomalies were calculated based on a 30-year baseline average. The cumulative odds ratio (OR) and 95% CIs were calculated. RESULTS/UNASSIGNED:This study included 55 200 ED encounters and represented 15 092 unique patients at ED-1 and 19 559 at ED-2 with a mean (SD) age of 74.9 (8.92) years at ED-1 and 74.9 (8.72) years at ED-2. Compared with ED-2, more ED-1 patients were female (8589 [56.9%] vs 10 767 [55.0%]), Hispanic (3544 [23.5%] vs 2576 [13.2%]), and Medicaid-enrolled (1321 [8.8%] vs 824 [4.2%]). At ED-1, daily HImax associations increased after 66 °F (OR, 1.10 [95% CI, 1.01-1.21]), peaking at 101 °F (OR, 1.24 [95% CI, 1.11-1.39]), and were higher on days with HImax anomalies between 15 °F (OR, 1.07 [95% CI, 1.01-1.13]) and 18 °F (OR, 1.10 [95% CI, 1.01-1.20]) warmer than average. At ED-2, daily HImax ED use associations were not significant and were significantly negative for days with HImax anomalies above 16 °F, nadiring at 21 °F (0.84, 95% CI [0.73, 0.95]) warmer than average. CONCLUSIONS AND RELEVANCE/UNASSIGNED:In this case-control study of the association between heat exposure and ED use in adults aged 65 years and older, positive associations were only observed at ED-1, which served a predominantly lower-income population from minoritized racial and ethnic groups. These association thresholds were not fully captured by NYC heat advisories, which were triggered by 2 days above HImax 95 °F or any time above 100 °F, highlighting an opportunity for future research to develop targeted, risk-informed health care system-based heat warning strategies.
PMCID:13005158
PMID: 41860548
ISSN: 2574-3805
CID: 6017132

Reattracting Nurses to Hospital Employment

Squires, Allison; Jones, Simon
PMID: 41661599
ISSN: 2574-3805
CID: 6000902

Understanding the Second Year of the COVID-19 Pandemic From a Nursing Perspective: A Multi-Country Descriptive Study

Squires, Allison; Dutton, Hillary J; Casales-Hernandez, Maria Guadalupe; López, Javier Isidro Rodriguez; Saldarriaga-Dixon, Paola; Jimenez-Sanchez, Juana; Lee, Sang A; Lee, Taewha; Smichenko, Juliana; Lickiewicz, Jakub; Malinowska-Lipien, Iwona; Damiran, Dulamsuren; Khatun, Shanzida; Skela-Savič, Brigita; Anyorikeya, Maria; Cheng, Ho Yu; Rojas, Derby Muñoz; Skipalska, Halyna; Yanjmaa, Enkhjargal; Castillo, Theresa P; Zisberg, Anna; Aborigo, Raymond; Burka, Larissa; Zhuo, Lan; Engel, Patrick; Mobarki, Amal; Jones, Simon
AIM(S)/OBJECTIVE:To determine common and distinct factors experienced by nurses working in acute care settings during the second year of the COVID-19 pandemic. DESIGN/METHODS:An online qualitative descriptive study with eight open-ended questions and a comprehensive demographic profile administered via the Qualtrics XM survey software. METHODS:Thirteen countries formed teams and led online data collection in their respective countries through various approaches. The data collection period occurred between January 1, 2021, and February 28, 2022. Descriptive thematic analysis was conducted in English (with translation), Spanish, and Korean to analyse the qualitative data. Descriptive statistics summarised the responses to the demographic profile. RESULTS:Worldwide, a final sample size of n = 1814 produced 6483 qualitative data points for analysis. The results identified ongoing occupational risk factors for nurses during the pandemic's second year, including mental health issues, yet showed some improvements in access to personal protective equipment and resources. Four themes emerged from the qualitative analysis, highlighting role changes, living states, and insights into the implementation of pandemic response measures. CONCLUSION/CONCLUSIONS:Despite individual occupational risks nurses described, structural factors associated with healthcare delivery produced common nursing experiences during the pandemic. Additionally, at least two distinct stages of pandemic response implementation were demarcated by treatment availability (e.g., vaccine development). IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE/UNASSIGNED:There is potential for common pandemic response policies for nurses, centered on specific factors, such as the increased provision of mental health support services by healthcare organisations. IMPACT/CONCLUSIONS:This study helped determine the common and distinct work experiences during the second year of the COVID-19 pandemic. Nurses simultaneously experienced increased workload, role changes, perpetual fear and fatigue, daily hostility, and chaos in the implementation of pandemic responses. The results will impact nurses and those they serve along with future pandemic response policies. REPORTING METHOD/UNASSIGNED:We have adhered to the SRQR reporting guidelines. PATIENT OR PUBLIC CONTRIBUTION/UNASSIGNED:This study did not include patient or public involvement in its design, conduct, or reporting.
PMID: 41217107
ISSN: 1365-2648
CID: 5964732

Patient portal messaging to address delayed follow-up for uncontrolled diabetes: a pragmatic, randomised clinical trial

Nagler, Arielle R; Horwitz, Leora Idit; Ahmed, Aamina; Mukhopadhyay, Amrita; Dapkins, Isaac; King, William; Jones, Simon A; Szerencsy, Adam; Pulgarin, Claudia; Gray, Jennifer; Mei, Tony; Blecker, Saul
IMPORTANCE/OBJECTIVE:Patients with poor glycaemic control have a high risk for major cardiovascular events. Improving glycaemic monitoring in patients with diabetes can improve morbidity and mortality. OBJECTIVE:To assess the effectiveness of a patient portal message in prompting patients with poorly controlled diabetes without a recent glycated haemoglobin (HbA1c) result to have their HbA1c repeated. DESIGN/METHODS:A pragmatic, randomised clinical trial. SETTING/METHODS:A large academic health system consisting of over 350 ambulatory practices. PARTICIPANTS/METHODS:Patients who had an HbA1c greater than 10% who had not had a repeat HbA1c in the prior 6 months. EXPOSURES/METHODS:A single electronic health record (EHR)-based patient portal message to prompt patients to have a repeat HbA1c test versus usual care. MAIN OUTCOMES/RESULTS:The primary outcome was a follow-up HbA1c test result within 90 days of randomisation. RESULTS:The study included 2573 patients with a mean (SD) HbA1c of 11.2%. Among 1317 patients in the intervention group, 24.2% had follow-up HbA1c tests completed within 90 days, versus 21.1% of 1256 patients in the control group (p=0.07). Patients in the intervention group were more likely to log into the patient portal within 60 days as compared with the control group (61.2% vs 52.3%, p<0.001). CONCLUSIONS:Among patients with poorly controlled diabetes and no recent HbA1c result, a brief patient portal message did not significantly increase follow-up testing but did increase patient engagement with the patient portal. Automated patient messages could be considered as a part of multipronged efforts to involve patients in their diabetes care.
PMID: 40348403
ISSN: 2044-5423
CID: 5843792

The Association Between Lifestyle Patterns and Depression in United States Emerging Adults: A Latent Class Analysis

Armstrong, Noelle; Xu, Furong; Jones, Simon; Ali, Alisha; Squires, Allison P; Woolf, Kathleen
PMCID:12753349
PMID: 41480486
ISSN: 1559-8284
CID: 5985542

Implementing system-wide digital medical interpretation: a framework for healthcare organizations

Kothari, Ulka; Squires, Allison; Austrian, Jonathan; Feldman, Anatoly; Syed, Irfan; Jones, Simon
OBJECTIVES/UNASSIGNED:This study evaluates and enhances language access services for Limited English Proficiency (LEP) patients in a large urban health system by integrating interpreter services into the Electronic Health Record (EHR), aiming to reduce care disparities and improve the digital experience for both patients and clinicians. MATERIALS AND METHODS/UNASSIGNED:Using a descriptive evaluation approach, the project assessed barriers to interpreter service usage and developed solutions informed by stakeholder engagement. Emphasis was placed on interfacing the EHR with the vendor platform, using existing devices, tracking utilization, ensuring cost-effectiveness, and implementing the solution across multiple hospitals and outpatient settings. RESULTS DISCUSSION AND CONCLUSION/UNASSIGNED:After implementation, audio and video interpreter service use rose significantly, with calls increasing from an average of 9700 calls per month in 2022 to over 68 176 calls per month by the end of 2024. Over 14 000 clinicians used the service for more than 121 077 unique patients. Average waiting times for the top ten languages fell below 30 seconds, and user satisfaction was high, with an average interpreter rating of 4.9. Conclusion: The EHR-integrated interpreter service has improved language service access, reduced waiting times and enhanced user satisfaction, marking noteworthy progress in overcoming language barriers and potentially decreasing healthcare disparities for LEP populations. We plan to assess the impact on patient outcomes.
PMCID:12628185
PMID: 41267856
ISSN: 2574-2531
CID: 5976112

Evaluating Hospital Course Summarization by an Electronic Health Record-Based Large Language Model

Small, William R.; Austrian, Jonathan; O\Donnell, Luke; Burk-Rafel, Jesse; Hochman, Katherine A.; Goodman, Adam; Zaretsky, Jonah; Martin, Jacob; Johnson, Stephen; Major, Vincent J.; Jones, Simon; Henke, Christian; Verplanke, Benjamin; Osso, Jwan; Larson, Ian; Saxena, Archana; Mednick, Aron; Simonis, Choumika; Han, Joseph; Kesari, Ravi; Wu, Xinyuan; Heery, Lauren; Desel, Tenzin; Baskharoun, Samuel; Figman, Noah; Farooq, Umar; Shah, Kunal; Jahan, Nusrat; Kim, Jeong Min; Testa, Paul; Feldman, Jonah
ISI:001551557000002
ISSN: 2574-3805
CID: 5974192