National benchmark

The National Beef Quality Audit ( NBQA ) has been conducted regularly since 1991 to assess and benchmark quality in the U.S. beef industry, with the most recent iteration conducted in 2022. The goal of NBQA Phase I is to evaluate what needs to be managed to improve beef quality and demand. Interviews ( n = 130) of industry personnel were conducted with the aid of routing software. In total, packers ( n = 24), retailers ( n = 20), further processors ( n = 26), foodservice ( n = 18), and allied government agencies and trade organizations ( n = 42) were interviewed...

BACKGROUND: The National Neurosurgical Audit Programme (NNAP) publishes mortality outcomes of consultants and neurosurgical units across the United Kingdom. It is unclear how useful outcomes data is for patients and whether it influences their decision-making process. Our aim was to identify patients' perceptions and understanding of the NNAP data and its influences. MATERIALS AND METHODS: This single-centre study was conducted in the outpatient neurosurgery clinics at a regional neurosurgical centre...

There is an urgent need for global food systems transformation to realize a future where planetary health reaches its full potential. Paramount to this vision is the ability of stakeholders across sectors to understand how foods and dietary patterns impact food systems inclusive of all domains of sustainability-environmental, nutrition/health, economic and social. This article is a synopsis of presentations by 3 food systems experts to share the latest science in a session entitled "How do you measure sustainability? Opportunities for consistent and holistic metrics to support food systems transformation" at the American Society for Nutrition's 2023 annual conference...

INTRODUCTION: Health-facility data serves as a primary source for monitoring service provision and guiding the attainment of health targets. District Health Information Software (DHIS2) is a free open software predominantly used in low and middle-income countries to manage the facility-based data and monitor program wise service delivery. Evidence suggests the lack of quality in the routine maternal and child health information, however there is no robust analysis to evaluate the extent of its inaccuracy...

OBJECTIVE: It is unknown how well menu-labelling schemes that enforce the display of kilojoule (kJ) labelling at point-of-sale, has been implemented on Online Food Delivery services (OFDs) in Australia. This study aimed to examine the prevalence of kJ labelling on the online menus of large food outlets with more than 20 locations in the state or 50 locations nationally. A secondary aim was to evaluate the nutritional quality of menu items on OFDs from mid-sized outlets that have fewer locations than what is specified in the current scheme...

Venous thromboembolism (VTE), including deep venous thrombosis (DVT) and pulmonary embolism (PE), has been an increasingly common post-surgical complication for surgical patients. In the United States, VTE has become a leading cause of preventable hospital death with more than half occurring after discharge and are directly linked to a recent (within 30 days) hospitalization or surgery [1]. In large, hospital-associated/acquired VTE (HA-VTE) are preventable through measures such as the use of risk stratification tools and chemoprophylaxis...

BACKGROUND CONTEXT: There has been increasing scrutiny on the standardization of surgical training in the US. PURPOSE: This study provides case volume benchmarks for Accreditation Council for Graduate Medical Education (ACGME)-accredited orthopaedic spine surgery fellowship training. STUDY DESIGN/SETTING: This was a retrospective cross-sectional study of fellows at ACGME-accredited orthopaedic spine surgery fellowships (2017-2022). PATIENT SAMPLE: N/A OUTCOME MEASURES: Reported case volume during fellowship training...

BACKGROUND: Stroke is a prevalent disease with a significant global impact. Effective assessment of stroke severity is vital for an accurate diagnosis, appropriate treatment, and optimal clinical outcomes. The National Institutes of Health Stroke Scale (NIHSS) is a widely used scale for quantitatively assessing stroke severity. However, the current manual scoring of NIHSS is labor-intensive, time-consuming, and sometimes unreliable. Applying artificial intelligence (AI) techniques to automate the quantitative assessment of stroke on vast amounts of electronic health records (EHRs) has attracted much interest...

A growing number out-of-hospital cardiac arrest (OHCA) registries have been developed across the globe. A few of these are national, while others cover larger geographical regions. These registries have common objectives; continuous quality improvement, epidemiological research and providing infrastructure for clinical trials. OHCA registries make performance comparison across Emergency Medical Services systems possible for benchmarking, hypothesis generation and further research. Changes in OHCA incidence and outcomes provide insights about the effects of secular trends or health services interventions...

BACKGROUND: Educational programs to prepare nurse practitioners (NPs) were historically built upon foundational nursing experience. Originally prepared as certificate programs in 1965, the educational requirements for nurse practitioners (NPs) rapidly shifted from certificate programs to the Master's degree (DellaBella, 2015; Fairman, 2008). As Doctor of Nursing Practice (DNP) degree programs increase in number, it is unknown whether this foundational nursing experience has changed, or if it differs by certification type for pediatric nurse practitioners (PNPs)...

OBJECTIVE: Unlike other types of acute pain, labor pain is considered physiological. Due to the heterogeneous management during labor, there is a lack of intention to define quality of care of peripartal analgesia. This study presents the first results of the national register for this evaluation. METHODS: This prospective cross-sectional study, conducted in five different German level-three hospitals, included women after vaginal childbirth between January 2020 and January 2022...

PURPOSE: The purpose of this quality improvement project was to provide a standardized, repeatable, and easy-to-use process for selecting a support surface for prevention or treatment of pressure injuries (PIs). PARTICIPANTS AND SETTING: The Wound, Ostomy, and Continence Nurses Society Support Surface Algorithm was chosen to guide clinicians in selection of an appropriate support surface. These clinicians provide services to approximately 465,000 patients across the nation annually...

BACKGROUND: Despite numerous potential benefits of outpatient surgery, there is currently a lack of national benchmarking data available for hospitals and surgeons to compare their own outcomes as they transition toward outpatient surgery. MATERIALS AND METHODS: Patients who underwent 14 common general surgery operations from 2016-2020 were identified in the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database. Operations were selected based on frequency and the ability to be performed both in- and outpatient...

OBJECTIVES: The rapid expansion of biomedical literature necessitates automated techniques to discern relationships between biomedical concepts from extensive free text. Such techniques facilitate the development of detailed knowledge bases and highlight research deficiencies. The LitCoin Natural Language Processing (NLP) challenge, organized by the National Center for Advancing Translational Science, aims to evaluate such potential and provides a manually annotated corpus for methodology development and benchmarking...

OBJECTIVE: The demographic homogeneity of the physical therapist workforce and its educational pathway may undermine the profession's potential to improve the health of society. Building academic environments that support the development of all learners is fundamental to building a workforce to meet societal health care needs. The Benchmarking in Physical Therapy Education study uses the Physical Therapy Graduation Questionnaire to comprehensively assess learner perceptions of the physical therapist academic environment...

BACKGROUND: Transjugular intrahepatic portosystemic shunt (TIPS) is a minimally invasive therapeutic option to treat the sequelae of portal hypertension. It is unclear whether current international recommendations are reflected in current clinical practice across Australia and the extent of variations in care. This study aimed to address this gap in knowledge and benchmark the current landscape of TIPS services in Australia against international guidelines. METHODS: We designed a 42-item questionnaire according to practice-based recommendations and standards of international guidelines to investigate current landscape of TIPS service across four key domains: (1) service provision, (2) patient selection and indications, (3) best procedure practice, and (4) postoperative care...

BACKGROUND: The Ignacio Chávez National Institute of Cardiology (NIC) has positioned itself as an international benchmark in cardiovascular medical education, standing out for its high academic standards and human quality. OBJECTIVE: This study aims to identify the employment and academic profile of cardiology fellowship graduates from the National Institute of Cardiology of Mexico (NIC). METHODS: A cross-sectional and retrospective study was conducted, involving 473 graduates from the period 2000-2015...

The design of protein-protein interfaces using physics-based design methods such as Rosetta requires substantial computational resources and manual refinement by expert structural biologists. Deep learning methods promise to simplify protein-protein interface design and enable its application to a wide variety of problems by researchers from various scientific disciplines. Here, we test the ability of a deep learning method for protein sequence design, ProteinMPNN, to design two-component tetrahedral protein nanomaterials and benchmark its performance against Rosetta...

INTRODUCTION: Palliative radiotherapy (PRT) is frequently used to treat symptoms of advanced cancer, however benefits are questionable when life expectancy is limited. The 30-day mortality rate after PRT is a potential quality indicator, and results from a recent meta-analysis suggest a benchmark of 16% as an upper limit. In this population-based study from Queensland, Australia, we examined 30-day mortality rates following PRT and factors associated with decreased life expectancy. METHODS: Retrospective population data from Queensland Oncology Repository was used...

PURPOSE: The gender gap in promotion in academic medicine is well established. However, few studies have reported gender differences in promotion adjusted for scholarly production and national or international reputation, namely, career duration, publications, grant funding, and leadership positions. The authors performed a systematic review and meta-analysis of the differences between men and women in achieving benchmarks for promotion and analyze where such differences lie geographically and within specialties...