Abstract:
BACKGROUND:In 2013, the American College of Cardiology (ACC) and the American Heart Association (AHA) released a revised guideline on statin therapy initiation. The guideline included a 10-year risk calculation based on regression modeling, which made hand calculation infeasible. Compliance to the guideline has been suboptimal, as many patients were recommended but not prescribed statin therapy. Clinical decision support (CDS) tools may improve statin guideline compliance. Few statin guideline CDS tools evaluated clinical outcome. OBJECTIVES:We determined if use of a CDS tool, the statin macro, was associated with increased 2013 ACC/AHA statin guideline compliance at the level of statin prescription versus no statin prescription. We did not determine if each patient's statin prescription met ACC/AHA 2013 therapy intensity recommendations (high vs. moderate vs. low). METHODS:The authors developed a clinician-initiated, EHR-embedded statin macro command ("statin macro") that displayed the 2013 ACC/AHA statin guideline recommendation in the electronic health record documentation. We included patients who had a primary care visit during the study period (January 1-June 30, 2016), were eligible for statin therapy based on the ACC/AHA guideline prior to the study period, and were not prescribed statin therapy prior to the study period. We tested the association of macro usage and statin therapy prescription during the study period using relative risk and mixed effect logistic regression. RESULTS:Subjects included 11,877 patients seen in primary care, who were retrospectively recommended statin therapy at study initiation based on the ACC/AHA guideline, but who had not received statin therapy. During the study period, 125 clinicians used the statin macro command for 389 of the 11,877 patients (3.2%). Of the 389 patients for whom that statin macro was used, 108 patients (28%) had a statin prescribed during the study period. Of the 11,488 for whom the statin macro was not used, 1,360 (13%) patients received a clinician-prescribed statin (relative risk 2.3, p < 0.001). Controlling for patient covariates and clinicians, statin macro usage was significantly associated with statin therapy prescription (odds ratio 2.86, p < 0.001). CONCLUSION:Although the statin macro had low uptake, its use was associated with a greater rate of statin prescriptions (dosage not determined) for patients whom 2013 ACC/AHA guidelines required statin therapy.
journal_name
Appl Clin Informjournal_title
Applied clinical informaticsauthors
Chang TS,Buchipudi A,Fonarow GC,Pfeffer MA,Singer JS,Cheng EMdoi
10.1055/s-0039-1692186subject
Has Abstractpub_date
2019-05-01 00:00:00pages
421-445issue
3issn
1869-0327journal_volume
10pub_type
杂志文章abstract:OBJECTIVE:Venous thromboembolism (VTE) prophylaxis is an important consideration for hospitalized older adults, and the Padua Prediction Score (PPS) is a risk prediction tool used to prioritize patient selection. We developed an automated PPS (APPS) algorithm using electronic health record (EHR) data. This study examin...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0038-1670678
更新日期:2018-07-01 00:00:00
abstract:BACKGROUND:Care plan concordance among patients and clinicians during hospitalization is suboptimal. OBJECTIVE:This article determines whether an electronic health record (EHR)-integrated patient portal was associated with increased understanding of the care plan, including the key recovery goal, among patients and cl...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0039-1688831
更新日期:2019-05-01 00:00:00
abstract:OBJECTIVES:Telemonitoring of vital signs is an established option in treatment of patients with chronic heart failure (CHF). In order to allow for early detection of atrial fibrillation (AF) which is highly prevalent in the CHF population telemonitoring programs should include electrocardiogram (ECG) signals. It was th...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2010-12-RA-0078
更新日期:2011-11-23 00:00:00
abstract:BACKGROUND:Although patients who work and have related health issues are usually first seen in primary care, providers in these settings do not routinely ask questions about work. Guidelines to help manage such patients are rarely used in primary care. Electronic health record (EHR) systems with worker health clinical ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1715895
更新日期:2020-08-01 00:00:00
abstract:OBJECTIVES:This study evaluates the accuracy and portability of a natural language processing (NLP) tool for extracting clinical findings of influenza from clinical notes across two large healthcare systems. Effectiveness is evaluated on how well NLP supports downstream influenza case-detection for disease surveillance...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-12-RA-0211
更新日期:2017-05-31 00:00:00
abstract:BACKGROUND:Effective communication is essential to safe and efficient patient care. Additionally, many health information technology (HIT) developments, innovations, and standards aim to implement processes to improve data quality and integrity of electronic health records (EHR) for the purpose of clinical information ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2011-02-RA-0011
更新日期:2011-06-08 00:00:00
abstract:: ...
journal_title:Applied clinical informatics
pub_type: 社论
doi:10.1055/s-0038-1676332
更新日期:2018-10-01 00:00:00
abstract:OBJECTIVE:This article aimed to evaluate the effectiveness of newly established innovative smart home healthcare and health informatics laboratories, and a novel laboratory course that focuses on experiential health informatics training, and determine students' self-confidence to operate wireless home health monitoring...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2017-08-RA-0136
更新日期:2017-10-01 00:00:00
abstract:BACKGROUND:Early detection and efficient management of sepsis are important for improving health care quality, effectiveness, and costs. Due to its high cost and prevalence, sepsis is a major focus area across institutions and many studies have emerged over the past years with different models or novel machine learning...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1710525
更新日期:2020-05-01 00:00:00
abstract:UNLABELLED:Nationwide Children's Hospital established an i2b2 (Informatics for Integrating Biology & the Bedside) application for sleep disorder cohort identification. Discrete data were gleaned from semistructured sleep study reports. The system showed to work more efficiently than the traditional manual chart review ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2014-11-RA-0106
更新日期:2015-05-27 00:00:00
abstract:BACKGROUND: Relaxation of laws and regulations around privacy and billing during the COVID-19 pandemic provide expanded opportunities to use telehealth to provide patient care at a distance. Many health systems have transitioned to providing outpatient care via telehealth; however, there is an opportunity to utilize te...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1713635
更新日期:2020-05-01 00:00:00
abstract:OBJECTIVE:With the increasing prevalence of type 2 diabetes (T2D) in youth, primary care providers must identify patients at high risk and implement evidence-based screening promptly. Clinical decision support systems (CDSSs) provide clinicians with personalized reminders according to best evidence. One example is the ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1710024
更新日期:2020-03-01 00:00:00
abstract:OBJECTIVES:An important challenge for biomedical informatics researchers is determining the best approach for healthcare providers to use when generating clinical notes in settings where electronic health record (EHR) systems are used. The goal of this qualitative study was to explore healthcare providers' and administ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2013-10-RA-0081
更新日期:2014-02-26 00:00:00
abstract:BACKGROUND:As healthcare moves towards technology-driven population health management, clinicians must adopt complex digital platforms to access health information and document care. OBJECTIVES:This study explored information literacy, a set of skills required to effectively navigate population health information syst...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-06-RA-0083
更新日期:2017-02-15 00:00:00
abstract:OBJECTIVE:Based on US. Centers for Disease Control and Prevention recommendations, New York State enacted legislation in 2010 requiring healthcare providers to offer non-targeted human immunodeficiency virus (HIV) testing to all patients aged 13-64. Three New York City adult emergency departments implemented an electro...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2013-09-RA-0075
更新日期:2014-03-26 00:00:00
abstract:OBJECTIVES:To assess the impact of introducing a new Picture Archiving and Communication System (PACS) and Radiology Information System (RIS) on: (i) Medical Imaging work processes; and (ii) turnaround times (TATs) for x-ray and CT scan orders initiated in the Emergency Department (ED). METHODS:We employed a mixed met...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2015-01-RA-0014
更新日期:2015-07-08 00:00:00
abstract:OBJECTIVE:The use of text messaging in clinical care has become ubiquitous. Due to security and privacy concerns, many hospital systems are evaluating secure text messaging applications. This paper highlights our evaluation process, and offers an overview of secure messaging functionalities, as well as a framework for ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0039-1678607
更新日期:2019-01-01 00:00:00
abstract:BACKGROUND:Smartphones are increasingly important for clinical decision support, but smartphone and Internet use are limited by cost or coverage in many settings. txt2MEDLINE provides access to published medical evidence by text messaging. Previous studies have evaluated this approach, but we found no comparisons with ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2012-06-RA-0024
更新日期:2012-09-06 00:00:00
abstract:BACKGROUND:Preoperative assessments are a required and essential element of anesthetic care, yet little is known about the utilization of these documents by clinicians who are not part of the anesthesia care team. As part of perioperative workflow restructuring, we implemented a data visualization technique of electron...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2015-02-CR-0022
更新日期:2015-10-21 00:00:00
abstract:BACKGROUND:UW Medicine was one of the first health systems to encounter and treat COVID-19 patients in the United States, starting in late February 2020. OBJECTIVE:Here we describe the rapid rollout of capabilities by UW Medicine Information Technology Services (ITS) to support our clinical response to the COVID-19 pa...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1709715
更新日期:2020-03-01 00:00:00
abstract:OBJECTIVE:To understand clinician adoption of CDS tools as this may provide important insights for the implementation and dissemination of future CDS tools. MATERIALS AND METHODS:Clinicians (n=168) at a large academic center were randomized into intervention and control arms to assess the impact of strep and pneumonia...
journal_title:Applied clinical informatics
pub_type: 杂志文章,随机对照试验
doi:10.4338/ACI-2014-04-RA-0043
更新日期:2014-09-17 00:00:00
abstract:BACKGROUND:Medication dose adjustment is crucial for patients with renal dysfunction (RD). The assessment of renal function is generally mandatory; however, the renal function may change during the hospital stay and the manual assessment is sometimes challenging. OBJECTIVE:We developed the clinical decision support sy...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1721056
更新日期:2020-10-01 00:00:00
abstract:BACKGROUND:Important information to support healthcare quality improvement is often recorded in free text documents such as radiology reports. Natural language processing (NLP) methods may help extract this information, but these methods have rarely been applied outside the research laboratories where they were develop...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-08-RA-0129
更新日期:2016-11-09 00:00:00
abstract:OBJECTIVE:To evaluate informatics-enabled quality improvement (QI) strategies for promoting time spent on face-to-face communication between ophthalmologists and patients. METHODS:This prospective study involved deploying QI strategies during implementation of an enterprise-wide vendor electronic health record (EHR) i...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0040-1701255
更新日期:2020-01-01 00:00:00
abstract:BACKGROUND:The assessment of user preferences for performance characteristics of patient-oriented clinical prediction models is lacking. It is unknown if complex statistical aspects of prediction models are readily understandable by a general audience. OBJECTIVE:A pilot study was conducted among nonclinical audiences ...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0038-1669457
更新日期:2018-07-01 00:00:00
abstract::Web 2.0 technologies, known as social media, social technologies or Web 2.0, have emerged into the mainstream. As they grow, these new technologies have the opportunity to influence the methods and procedures of many fields. This paper focuses on the clinical implications of the growing Web 2.0 technologies. Five deve...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2010-01-CR-0003
更新日期:2010-04-21 00:00:00
abstract:BACKGROUND:While evidence generally supports the use of medication management technology, systems are typically implemented and evaluated piecemeal rather than as part of a comprehensive model for medication management. Systems to support drug therapy optimization, increasingly a key role of pharmacists in our healthca...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0037-1620262
更新日期:2018-01-01 00:00:00
abstract:BACKGROUND:Although obesity is a growing problem, primary care physicians often inadequately address it. The objective of this study is to examine the prevalence of obesity documentation in the patient's problem list for patients with eligible body mass indexes (BMI) as contained in the patients' electronic medical rec...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-07-RA-0115
更新日期:2017-01-25 00:00:00
abstract:BACKGROUND:A structured report for imaging exams aims at increasing the precision in information retrieval and communication between physicians. However, it is more concise than free text and may limit specialists' descriptions of important findings not covered by pre-defined structures. A computational ontological str...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.4338/ACI-2016-03-RA-0037
更新日期:2016-08-24 00:00:00
abstract:BACKGROUND:Electronic health record (EHR)-based registries allow for robust data to be derived directly from the patient clinical record and can provide important information about processes of care delivery and patient health outcomes. METHODS:A data dictionary, and subsequent data model, were developed describing EH...
journal_title:Applied clinical informatics
pub_type: 杂志文章
doi:10.1055/s-0038-1651496
更新日期:2018-04-01 00:00:00