Structured Online Systematic Review Training for Medical Students: An Elective Module in Physiology.

Background Recently, elective posting has been introduced by the National Medical Commission (NMC) of India in the undergraduate competency-based medical education (CBME) curriculum. To successfully implement it in medical colleges, facilitators (medical teachers) need to commit extra time. Hence, this study aimed to evaluate the impact of online teaching-learning methods for implementing an elective module for undergraduate medical students at Burdwan Medical College and Hospital, West Bengal, India. Methods An online module for systematic review methods was developed using the Delphi method. This module was used to train 30 medical students divided into six groups. One resident and one faculty facilitated each group. After the elective program of 15 days, program feedback and evaluation using the Kirkpatrick model were obtained from the students. Results A total of 30 undergraduate medical students with a mean age of 22.7±0.95 years participated in the study. All of them successfully conducted a systematic review per group. The students' feedback was 86.33% positive, and the project evaluation showed an 84% positive opinion. The highest score was for understanding, facilitators' knowledge, and experience. The lowest score was for the immediate applicability of the knowledge. Conclusion An online systematic review training module can be used for elective teaching-learning for final-year medical students, particularly within limited time and resource constraints. Students appreciated the module's clear objectives, appropriate complexity, and facilitators' expertise, leading to improved communication, engagement, and critical-thinking skills. Despite some limitations, these findings suggest that online learning can complement traditional methods and address logistical challenges in medical education, warranting further research on its long-term impact and broader applicability.

Reflecting back - 10 years of the Future Hospital Programme.

A decade ago, The Future Hospital Programme was created following the publication of the Future Hospital Commission (FHC), to demonstrate how Future Hospital (FH) principles could be implemented and embedded within the NHS. Ten years on, we reflect back on each of the development sites and the programme itself. What were the successes and what are the current challenges? Indeed, in the current NHS, is it feasible to deliver in 'real world environments' the FH principles and make sure that patient care is safe and effective? The last decade has seen financial constraints and inevitable (albeit often short-term) changes to manage the COVID pandemic. How have these affected each of the development sites and what else do we need to do to ensure that we get care right for our patients within our future hospitals?

Comparing Federal Communications Commission and Microsoft Estimates of Broadband Access for Mental Health Video Telemedicine Among Veterans: Retrospective Cohort Study.

BACKGROUND: The COVID-19 pandemic highlighted the importance of telemedicine in health care. However, video telemedicine requires adequate broadband internet speeds. As video-based telemedicine grows, variations in broadband access must be accurately measured and characterized. OBJECTIVE: This study aims to compare the Federal Communications Commission (FCC) and Microsoft US broadband use data sources to measure county-level broadband access among veterans receiving mental health care from the Veterans Health Administration (VHA). METHODS: Retrospective observational cohort study using administrative data to identify mental health visits from January 1, 2019, to December 31, 2020, among 1161 VHA mental health clinics. The exposure is county-level broadband percentages calculated as the percentage of the county population with access to adequate broadband speeds (ie, download >25 megabits per second) as measured by the FCC and Microsoft. All veterans receiving VHA mental health services during the study period were included and categorized based on their use of video mental health visits. Broadband access was compared between and within data sources, stratified by video versus no video telemedicine use. RESULTS: Over the 2-year study period, 1,474,024 veterans with VHA mental health visits were identified. Average broadband percentages varied by source (FCC mean 91.3%, SD 12.5% vs Microsoft mean 48.2%, SD 18.1%; P<.001). Within each data source, broadband percentages generally increased from 2019 to 2020. Adjusted regression analyses estimated the change after pandemic onset versus before the pandemic in quarterly county-based mental health visit counts at prespecified broadband percentages. Using FCC model estimates, given all other covariates are constant and assuming an FCC percentage set at 70%, the incidence rate ratio (IRR) of county-level quarterly mental video visits during the COVID-19 pandemic was 6.81 times (95% CI 6.49-7.13) the rate before the pandemic. In comparison, the model using Microsoft data exhibited a stronger association (IRR 7.28; 95% CI 6.78-7.81). This relationship held across all broadband access levels assessed. CONCLUSIONS: This study found FCC broadband data estimated higher and less variable county-level broadband percentages compared to those estimated using Microsoft data. Regardless of the data source, veterans without mental health video visits lived in counties with lower broadband access, highlighting the need for accurate broadband speeds to prioritize infrastructure and intervention development based on the greatest community-level impacts. Future work should link broadband access to differences in clinical outcomes.

Motivation, responsibilities, and experiences of HIV/AIDS counselors in the Volta Region of Ghana: a descriptive phenomenological study.

BACKGROUND: The provision of professional counseling services for persons living with human immunodeficiency virus (PLHIV) is crucial in the prevention and treatment continuum of the disease. However, for counselors of people infected with the human immunodeficiency virus (HIV) leading to acquired immune deficiency syndrome (AIDS) to give their best, their motivations to become counselors and the challenges they face in their line of duty need to be contextually understood and addressed. We ascertained the roles, motivations, and experiences of HIV/AIDS counselors in the Volta Region of Ghana to inform HIV/AIDS counseling decision-making in the region and the country. METHODS: A phenomenological study conducted among sixteen (16) HIV/AIDS counselors from five HIV/AIDS sentinel sites in the Volta region of Ghana, recruited through a purposive sampling approach and interviewed to ascertain their HIV/AIDS counseling-related experiences. The data were thematically analyzed using the Atlas. ti software, and sub-themes supported with verbatim quotes. RESULTS: Five motives for becoming an HIV/AIDS counselor were found. These include being randomly assigned to the unit, developing interest in the job, because of the status of a relative, witnessing bad attitudes of healthcare providers, and seeing HIV- clients lacking knowledge of the condition. The study found that these counselors performed six core roles: providing nutritional counseling, educating clients on HIV, treatment, and medication provision, conducting testing and comprehensive counseling of clients, providing social support to clients, and offering financial support to clients. The experiences these counselors had were boosting clients' health status, counseling clients back to a normal mental state, cooperation from clients, participants gaining knowledge on HIV through counseling, counseling clients to accept their status, and when a client delivered an HIV-negative baby. Their negative experiences included clients denying their HIV status, clients defaulting on their treatment, uncooperative clients, death of clients due to fear of breach of confidentiality, self-stigmatization among clients, and the myths some people hold towards HIV/AIDS. CONCLUSION: By organizing capacity-building training programs for HIV/AIDS counselors in the Volta region and addressing the negative experiences they encounter, they could be empowered to provide effective counseling, curative, and social services to people living with HIV in the region, leading to improved health outcomes.

Guidelines for communicating commensurate magnetic structures. A report of the International Union of Crystallography Commission on Magnetic Structures.

A report from the International Union of Crystallography Commission on Magnetic Structures outlining the recommendations for communicating commensurate magnetic structures.

Antimicrobial Stewardship Practices in Outpatient Parenteral Antimicrobial Therapy Programs in the United States.

Background: Outpatient parenteral antimicrobial therapy (OPAT) regimens typically prioritize ease of antimicrobial administration, tolerability, safety, and accessibility over using the narrowest-spectrum antimicrobial. In light of this, OPAT providers often utilize different techniques to promote antimicrobial stewardship (AMS) in their OPAT programs. This study aims to characterize the AMS practices of OPAT programs across the United States that might meet The Joint Commission requirements for outpatient AMS metrics. Methods: This is a cross-sectional electronic survey of the Vizient AMS network. A total of 95 possible questions were designed to inquire about demographics, OPAT program structure, AMS initiatives, performance metrics, and resources. Results: Seventy-four survey responses were received, with 58 (78.4%) of the respondents indicating their institution offered OPAT services. Respondents reported having at least 1 AMS protocol and tracking at least 1 metric in 91% and 74% of OPAT programs, respectively. Only 40% of programs reported billing for OPAT-related services. Approximately 45% of respondents disagreed or strongly disagreed that their OPAT program had the resources needed to care for the population it serves. Respondents identified data analytics (69%), funding for expansion of services (67%), and pharmacists (62%) as resources of greatest need for their OPAT programs. Conclusions: This survey collectively describes the AMS practices currently employed by OPAT programs across the United States. The results provide specific examples of AMS initiatives, metrics, and resources that institutions may reference to advance the practices of their OPAT programs to meet The Joint Commission Outpatient Antimicrobial Stewardship standards.

Transforming Continuing Professional Development for Healthcare Professionals to Meet National Goals in Saudi Arabia.

The Saudi Commission for Health Specialties (SCFHS), the regulatory agency for health professions in the Kingdom of Saudi Arabia (KSA), sought to evolve the continuing professional development (CPD) ecosystem for the country and to promote the concept of life-long learning for healthcare professionals. SCFHS audited its own CPD accreditation system, reviewed internationally recognised CPD accreditation criteria, adopted a new set of standards, and trained its staff and provider community in their adoption. SCFHS also deployed a range of programmes and grants to support healthcare educators and researchers engaged in CPD. SCFHS recruited and trained new staff and deployed an updated IT system to support system change. The adopted criteria and standards now align with best practices, as outlined by the Accreditation Council for Continuing Medical Education (ACCME) and the International Academy for CPD Accreditation. More than 170 educators have participated in programmes to learn effective CPD pedagogy. The adoption of new standards resulted in 396 providers seeking provider accreditation. The number of CPD accredited activities produced in the KSA and approved by the SCFHS has grown from 1,000 activities in 2002 to 10,500 in 2022. With leadership support, regulatory evolution to align with best practices supports healthcare educators and effectively expands of the diversity and quality of CPD.

Inequality in Forensic Medicine in India: The Current Scenario and Way Forward.

Background Forensic Medicine (FM) is one of the core specialties of medicine in India, which serves as a bridge between medical science and India's justice delivery systems. Although FM experts play a crucial role in handling medicolegal cases, there is an increasing deficit of FM experts in India. This may be due to the inadequate postgraduate (PG) seats across the states and the low uptake of PG seats in FM. This study was conducted to explore the current status of PG seats along with the Forensic Medicine Toxicology (FMT)/FM index across Indian states. Methodology In this cross-sectional study, data on the number of PGs in FMT/FM and the institutes offering PG courses in FMT/FM were searched on the official website of the National Medical Commission. The data available on the website until November 2023 were incorporated. The FMT/FM index was calculated at the national and state levels, and the states were graded based on the national FMT/FM index. Results The national FMT/FM PG trainee index was 0.054. Considering this as the reference value, grading of the FMT/FM PG trainee index was done as the highest (1.159 to 0.308), higher than the nation (0.054 but less than 0.308), lower than the nation (0.054 but higher than 0.00), and zero. Among all the states and union territories, Andaman & Nicobar, Arunachal Pradesh, Dadra and Nagar Haveli, Jammu & Kashmir, Lakshadweep, Mizoram, Nagaland, Sikkim, and Ladakh had zero FMT/FM PG index due to non-availability of any PG seats for FMT/FM. In total, 20 states had an FMT/FM PG index higher than India's FMT/FM PG index headed by Pondicherry (1.159), followed by Chandigarh (0.429) and Goa (0.308). Conclusions PG seats were highly deficient in several states, which is more likely to affect justice delivery in the future across these states. This study has a few limitations, as we did not explore the actual intake of these PG seats across different states. We anticipate a lower intake of PG seats due to factors such as low demand, fewer job opportunities, and monetary gain. However, this needs further exploration in future studies.

Simulation's Use Across the Clinical Landscape.

Across the healthcare continuum simulation is routinely integrated into the curriculum for nurses and other professionals. The amount of simulation experienced at different points in the clinical setting highly depends on the specialty and organizational investment. The use of simulation in nursing can be divided into five specific use cases. Required and specialty certification courses include the following: Nurse Onboarding, Nurse Continuing Education, Regulatory & Joint Commission, and Interprofessional Education. Although common elements exist for each of the abovementioned use cases, there are distinct advantages, disadvantages, and implementation challenges with each that need to be considered.

From virtually extinct to superabundant in 35 years: establishment, population growth and shifts in management focus of the Swedish wild boar (Sus scrofa) population.

BACKGROUND: The wild boar (Sus scrofa) was extinct in Sweden when a few animals established in the 1970s. Over the past 35 years, the species has made a substantial comeback. In this paper, we analyse wild boar population growth using three indices of population size. We also map the legislative decisions and research prompted by the expanding population. We discuss to what extent, in the eyes of the state, the view of wild boar and the management focus has shifted over time, from a perceived pest (eradication) to scarce (conservation), overabundant (reduction/control) or somewhere in between (sustainable management). RESULTS: Wild boar harvest started in the early 1990s with a few hundred animals annually and peaked at 161,000 in 2020/2021. The distribution now comprises most of southern Sweden. Analyses of harvest and traffic accidents involving wild boar showed that the population grew exponentially until 2010/2011, after which the increase levelled off. Thus, logistic growth models showed the best fit for the full study period. We recorded 38 legislative decisions or commissions to government agencies regarding wild boar. The first decision in 1981 was to eradicate the free-ranging population. In 1987 however, the parliament decided that wild boar is native to Sweden and should be allowed in restricted extent. Later decisions mainly concerned hunting regulations and hunting methods as direct means to increase harvest and regulate the population. Another topic, increasing in importance over time, was to facilitate the use of wild boar meat to indirectly stimulate harvest. A local outbreak of African swine fever in 2023 necessitated a stamping out strategy in the affected area. We found 44 scientific papers regarding the present free-ranging population. Topics include movements and feeding patterns, hunting, reproduction, and population development. CONCLUSIONS: The state historically regarded wild boar as a pest to be eradicated. This changed with the decision that wild boar should be allowed in restricted extent, suggesting a conservation approach. In response to population growth, the focus shifted to means facilitating sustainable management and, lately, reducing growth. The story of wild boar in Sweden illustrates attempts to mitigate conflicts and balance interests in wildlife management.

GloEC: a hierarchical-aware global model for predicting enzyme function.

The annotation of enzyme function is a fundamental challenge in industrial biotechnology and pathologies. Numerous computational methods have been proposed to predict enzyme function by annotating enzyme labels with Enzyme Commission number. However, the existing methods face difficulties in modelling the hierarchical structure of enzyme label in a global view. Moreover, they haven't gone entirely to leverage the mutual interactions between different levels of enzyme label. In this paper, we formulate the hierarchy of enzyme label as a directed enzyme graph and propose a hierarchy-GCN (Graph Convolutional Network) encoder to globally model enzyme label dependency on the enzyme graph. Based on the enzyme hierarchy encoder, we develop an end-to-end hierarchical-aware global model named GloEC to predict enzyme function. GloEC learns hierarchical-aware enzyme label embeddings via the hierarchy-GCN encoder and conducts deductive fusion of label-aware enzyme features to predict enzyme labels. Meanwhile, our hierarchy-GCN encoder is designed to bidirectionally compute to investigate the enzyme label correlation information in both bottom-up and top-down manners, which has not been explored in enzyme function prediction. Comparative experiments on three benchmark datasets show that GloEC achieves better predictive performance as compared to the existing methods. The case studies also demonstrate that GloEC is capable of effectively predicting the function of isoenzyme. GloEC is available at: https://github.com/hyr0771/GloEC.

Return on investment in science: twenty years of European Commission funded research in Alzheimer's dementia, breast cancer and prostate cancer.

Alzheimer's disease (AD), breast cancer (BC) and prostate cancer (PC) continue to be high in the research and innovation agenda of the European Commission (EC). This is due to their exceptionally large burden to the national health systems, the profound economic effects of opportunity costs attributable to decreased working ability, premature mortality and the ever-increasing demand for both hospital and home-based medical care. Over the last two decades, the EC has been steadily increasing both the number of proposals being funded and the amounts of financial resources being allocated to these fields of research. This trend has continued throughout four consecutive science funding cycles, namely framework programme (FP)5, FP6, FP7 and Horizon 2020 (H2020). We performed a retrospective assessment of the outputs and outcomes of EC funding in AD, BC and PC research over the 1999-2019 period by means of selected indicators. These indicators were assessed for their ability to screen the past, present and future for an array of causal relationships and long-term trends in clinical, epidemiological and public health sphere, while considering also the broader socioeconomic impact of funded research on the society at large. This analysis shows that public-private partnerships with large industry and university-based consortia have led to some of the most impactful proposals being funded over the analysed time period. New pharmaceuticals, small molecules and monoclonal antibodies alike, along with screening and prevention, have been the most prominent sources of innovation in BC and PC, extending patients' survival and enhancing their quality of life. Unlike oncology, dementia drug development has been way less successful, with only minor improvements related to the quality of supportive medical care for symptoms and more sensitive diagnostics, without any ground-breaking disease-modifying treatment(s). Significant progresses in imaging diagnostics and nanotechnology have been largely driven by the participation of medical device industry multinational companies. Clinical trials funded by the EC were conducted, leading to the development of brand-new drug molecules featuring novel mechanisms of action. Some prominent cases of breakthrough discoveries serve as evidence for the European capability to generate cutting-edge technological innovation in biomedicine. Less productive areas of research may be reconsidered as priorities when shaping the new agenda for forthcoming science funding programmes.

Nurses' Perspectives on the Proposed Seclusion Elimination in Mental Health Wards.

Managing consumers with challenging behaviours by way of secluding them has been practiced for centuries. Many countries have attempted to eliminate seclusion but with very limited success. The Victorian government in Australia has embarked on a plan to stop seclusion within the coming 10 years. A qualitative research design using a purposive cluster sampling technique was utilised to understand nurses' perceptions on attempts to eliminate seclusions in acute wards. Semi-structured interviews and a thematic analysis were used to reveal participants' perceptions. Analysis revealed six themes: personal views, staff skills/resources, safety concerns, stakeholders' influence, doubt about elimination and participants' recommendations. Participants were doubtful of seclusion elimination success if there were no major improvements in nurse security, infrastructure, funding and staffing. Further research is required to establish and develop effective alternatives to seclusion.

Series on the Lancet Oncology Commission on Global Cancer Surgery: Introduction-Intent and Content.

BACKGROUND: Surgery plays a key role in the multi-disciplinary cancer care pathway. Nearly 80% of patients with solid tumors will require surgical intervention during the course of their disease. Unfortunately, the vast majority of these patients do not have access to safe, timely, high-quality, and affordable cancer surgical care. The first Lancet Oncology Commission on Global Cancer Surgery shone a light on this grave situation and outlined some strategies to address them. The second Lancet Oncology Commission on Global Cancer Surgery (TLO- II) was conceived to continue the work of its predecessor by developing a roadmap of practical solutions to propel improvements in cancer surgical care globally. METHODS: The Commission was developed by involving approximately 50 cancer care leaders and experts from different parts of the world to ensure diversity of input and global applicability. RESULTS: The Commission identified nine solutional domains that are considered essential to deliver safe, timely, high-quality, and affordable cancer surgical care. These nine domains were further refined to develop solutions specific to each of the six World Health Organization regions. Based on the above solutions, we developed eight action items that are intended to propel improvements in cancer surgical care on the global stage. CONCLUSIONS: The second Lancet Oncology Commission on Global Cancer Surgery builds on the first Commission by developing a pragmatic roadmap of practical solutions that we hope will ensure access to safe, timely, high-quality, and affordable cancer surgical care for everyone regardless of their socioeconomic status or geographic location.

Support for the "Vancouver call for action to strengthen expertise in radiological protection worldwide": the position of organisations in formal relations with the International Commission on Radiological Protection (ICRP).

The International Commission on Radiological Protection (ICRP), recently expressed concern that "a shortage of investment in training, education, research, and infrastructure seen in many sectors and countries may compromise society's ability to properly manage radiation risks" and in 2022 announced the "Vancouver call for action to strengthen expertise in radiological protection worldwide". As representatives of organisations in formal relations with ICRP, we decided to promote this position paper to declare and emphasise that strengthening the expertise in radiological protection is a collective priority for all of us.

Perspectives on the essential skills of healthcare decision making in children and adolescents with intellectual disability.

BACKGROUND: Involvement in healthcare decisions is associated with better health outcomes for patients. For children and adolescents with intellectual disability, parents and healthcare professionals need to balance listening to a child's wishes with the responsibility of keeping them safe. However, there is a scarcity of literature evaluating how to effectively involve them in decision making. In this context, we review the concept of health literacy, focusing on the skills of healthcare decision making for children and adolescents with intellectual disability. METHODS: We describe the concept of health literacy and models explaining shared decision making (individuals and healthcare professionals collaborate in decision making process) and supported decision making (when a trusted person supports the individual to collaborate with the healthcare professional in the decision-making process), and a rapid review of the literature evaluating their efficacy. We discuss healthcare decision making for children and adolescents with intellectual disability in the context of relevant recommendations from the recent Disability Royal Commission into Violence, Abuse, Neglect, and Exploitation of People with Disability in Australia. RESULTS: Health literacy skills enable individuals to access, understand, appraise, remember and use health information and services. Shared decision making has been described for children with chronic conditions and supported decision making for adults with intellectual disability. Decision-making contributes to how individuals appraise and use healthcare. The rapid review found very limited evidence of outcomes where children and adolescents with intellectual disability have been supported to contribute to their healthcare decisions. Recommendations from the Disability Royal Commission highlight current needs for greater efforts to support and build the capacity of individuals with disability to be involved in the decisions that affect their life, including healthcare decision making. CONCLUSIONS: Existing rights frameworks and healthcare standards confirm the importance of providing all people with the opportunities to learn and practise health literacy skills including decision making. There is little literature examining interventions for healthcare decision making for children with intellectual disability. Childhood is a critical time for the development of skills and autonomy. Evidence for how children and adolescents with intellectual disability can learn and practice healthcare decision-making skills in preparation for adulthood is needed to reduce inequities in their autonomy.

Dr. Prakash Chand (PC) Bhatla: Father of Family Medicine.

Dr. Prakash Chand (PC) Bhatla MBBS was one of the illustrious past presidents (1975-76) of Indian Medical Association (IMA). He was a General Practitioner by vocation and a towering professional leader. He made an immense contribution to the discipline of Family Medicine - the academic discipline, medical specialty, and the knowledge domain of Family Physicians/Family Doctors within India as well as the global level. He was a brilliant human being and professional par excellence. He was probably one of the greatest leaders of the medical profession in India and a rightful successor to Dr BC Roy's legacy. As a rare achievement, he received the Dr BC Roy National Award from the President of India twice. He received this prestigious recognition award in 1977 for socio-medical relief in India and again in 1982 for the promotion of Specialty of General Practice. He founded IMA CGP (Indian Medical College of General Practitioners), and his foundational work led to the recognition of Family Medicine as a specialty in India. Due to his efforts, Family Medicine was included in the list of recognized specialties by the National Board of Examinations (NBE) as well by the Medical Council of India (MCI). His contribution to medicine at a global level is also remarkable. He is also considered one of the founding forefathers of WONCA - World Organization of Family Doctors. He was associated with the foundation process of WONCA from the beginning (1964). The International Liaison Committee organized the first World meeting of General Practice in Montreal (Canada) in 1964 and the second meeting in Salsburg in 1966. Dr Bhatla was the convenor of the Third World Conference on General Practice in New Delhi, India, in 1968. A global representative body of Family Medicine/General Practice was launched in 1972 in Melbourne, Australia. Due to contribution to WONCA, he was elected for the first ever WONCA fellowship, the most prestigious global Family Medicine award. He was contemporary to other world leaders of Family Medicine and Primary Care such as Ian McWhinney and Barbara Starfeild. He is rightfully recognized and remembered as Father of Family Medicine. Dr Bhatla's intellectual, professional, and administrative contribution laid down the sound background for the foundation of a Specialty body of Family Medicine in India called the Academy of Family Physicians of India. Life and work of Dr PC Bhatla continues to inspire family doctors, family physicians, general practitioners, and Family Medicine specialists across India, South Asia, and the World in the 21st century.

Factors Associated with Head and Neck Cancer Postoperative Radiotherapy Delays: A Systematic Review and Meta-analysis.

OBJECTIVE: Initiating postoperative radiotherapy (PORT) within 6 weeks of surgery for head and neck squamous cell carcinoma (HNSCC) is included in the National Comprehensive Cancer Network Clincal Practice Guidelines and is a Commission on Cancer quality metric. Factors associated with delays in starting PORT have not been systematically described nor synthesized. DATA SOURCES: PubMed, Scopus, and CINAHL. REVIEW METHODS: We included studies describing demographic characteristics, clinical factors, or social determinants of health associated with PORT delay (>6 weeks) in patients with HNSCC treated in the United States after 2003. Meta-analysis of odds ratios (ORs) was performed on nonoverlapping datasets. RESULTS: Of 716 unique abstracts reviewed, 21 studies were included in the systematic review and 15 in the meta-analysis. Study sample size ranged from 19 to 60,776 patients. In the meta-analysis, factors associated with PORT delay included black race (OR, 1.46, 95% confidence interval [CI]: 1.28-1.67), Hispanic ethnicity (OR, 1.37, 95% CI, 1.17-1.60), Medicaid or no health insurance (OR, 2.01, 95% CI, 1.90-2.13), lower income (OR, 1.38, 95% CI, 1.20-1.59), postoperative admission >7 days (OR, 2.92, 95% CI, 2.31-3.67), and 30-day hospital readmission (OR, 1.37, 95% CI, 1.29-1.47). CONCLUSION: Patients at greatest risk for a delay in initiating guideline-adherent PORT include those who are from minoritized communities, of lower socioeconomic status, and experience postoperative challenges. These findings provide the foundational evidence needed to deliver targeted interventions to enhance equity and quality in HNSCC care delivery.