Malnutrition Prevalence in Australian Residential Aged Care Facilities: A Cross-Sectional Study.

Long-term or residential services are designed to support older people who experience challenges to their physical and mental health. These services play an important role in the health and well-being of older adults who are more susceptible to problems such as malnutrition. Estimates of the significance of malnutrition require up-to-date prevalence data to inform government strategies and regulation, but these data are not currently available in Australia. The aim of this study was to collect malnutrition prevalence data on a large sample of people living in residential aged care facilities in Australia. A secondary aim was to examine the relationship between malnutrition and anthropometry (body mass index (BMI) and weight loss). This prevalence study utilised baseline data collected as part of a longitudinal study of malnutrition in 10 Residential Aged Care facilities across three states in Australia (New South Wales, South Australia, and Queensland). The malnutrition status of eligible residents was assessed by dietitians and trained student dietitians using the Subjective Global Assessment (SGA) with residents categorised into SGA-A = well nourished, SGA-B = mildly/moderately malnourished, and SGA-C = severely malnourished. Other data were extracted from the electronic record. Of the 833 listed residents, 711 residents were eligible and had sufficient data to be included in the analysis. Residents were predominantly female (63%) with a mean (SD) age of 84 (8.36) years and a mean (SD) BMI of 26.74 (6.59) kg/m2. A total of 40% of residents were categorised as malnourished with 34% (n = 241) categorised as SGA-B, and 6% (n = 42) SGA-C. Compared to the SGA, BMI and weight loss categorisation of malnutrition demonstrated low sensitivity and high specificity. These findings provide recent, valid data on malnutrition prevalence and highlight the limitations of current Australian practices that rely on anthropometric measures that under-detect malnutrition. There is an urgent need to implement a feasible aged care resident screening program to address the highly prevalent condition of malnutrition in Australia.

Dietetics student contribution to addressing malnutrition in residential aged care facilities.

AIMS: To test a model of malnutrition screening and assessment conducted by dietetics students on placement in residential aged care facilities. The secondary aim was to identify possible facilitators and barriers to the implementation of the model. METHOD: The type 1 hybrid effectiveness-implementation trial study design and reporting outcomes were developed using the Consolidated Framework for Implementation Research. An innovative placement model was developed, where students on voluntary placement visited three residential aged care facilities to identify residents at risk of malnutrition using currently available screening tools for older people. Students completed malnutrition assessments for all residents using the subjective global assessment tool. RESULTS: Thirty-two students participated; 31 completed all three sessions, with malnutrition screening completed for 207 residents and malnutrition assessment for 187 residents (July and September 2022). Based on the subjective global assessment, 31% (n = 57) of residents were mildly/moderately malnourished, and 3% (n = 5) were severely malnourished. The Innovation Domain of the Framework was the most important consideration before implementation. CONCLUSION: Whilst previous research documented student learning opportunities in residential aged care facilities, this study provides the first available evidence of the direct contribution students can make to the health of aged care residents through malnutrition screening and assessment. The model enables students to conduct malnutrition screening and assessment feasibly and efficiently in facilities that do not routinely collate and act on these data. With a limited nursing aged care workforce to undertake this vital task, the potential role of student dietitians to fulfil this role must be considered.

Student and Educator Perspectives of Adapting to Remote Health Professions Education: A Mixed-Methods Study.

During the COVID-19 pandemic, universities across the world transitioned rapidly to remote education. Engaging with a curriculum that has been transitioned from in-person to remote education mode is likely to impact how students and educators adapt to the changes and uncertainties caused by the pandemic. There is limited knowledge about individual differences in students' and educators' adaptability to remote education in response to the pandemic. This paper explored healthcare students' and educators' adaptability experiences to remote education. Drawing on pragmatism, a convergent mixed-methods design was adopted. Data were collected between May and August in 2020 using an online survey, followed by interviews with students and educators of five large health courses at an Australian research-intensive University. Data included 476 surveys and seven focus group interviews with 26 students, and 95 surveys and 17 individual interviews with educators. Results were interpreted through an integration of quantitative and qualitative elements from student and educator experiences. Findings indicated that students were less adaptable than educators. Whilst remote learning was less appealing than in-person learning, some students adapted well to the new learning environment. Limited social learning, transmissive pedagogy, and lack of technical and non-technical skills were identified as factors that impacted upon the experience of students and educators. Navigating the challenges associated with remote education provided students and educators with a unique opportunity to improve adaptability-an attribute critical for future uncertainties in healthcare practice.

Balancing the effectiveness and cost of online education: A preliminary realist economic evaluation.

PURPOSE: While online learning for faculty development has grown substantially over recent decades, it has been further accelerated in the face of the worldwide pandemic. The effectiveness of online learning has been repeatedly established through systematic reviews and meta-analyses, yet questions remain about its cost-effectiveness. This study evaluates how synchronous online supervision training workshops and their cost-effectiveness might work, and in what contexts. METHODS: We conducted preliminary realist economic evaluation including qualitative (13 realist interviews), and quantitative approaches (cost Ingredients method). We developed a cost-optimised model based on identified costs and cost-sensitive mechanisms. RESULTS: We identified 14 recurring patterns (so-called demi-regularities) illustrating multiple online workshop outcomes (e.g. satisfaction, engagement, knowledge), generated by various mechanisms (e.g. online technology, mixed pedagogies involving didactic and active/experiential learning, peer learning), and triggered by two contexts (supervisor experience levels, and workplace location). Each workshop cost $302.92 per learner, but the optimised model including senior facilitators cost $305.70. CONCLUSIONS: Our initial realist program theories were largely supported and refined. Although findings were largely concordant with previous literature, we illustrate how online workshop costs compare favourably with face-to-face alternatives. We encourage program developers to consider synchronous online learning for faculty development especially for remote learners, and in resource-constrained environments.

Associations Between Physician Continuous Professional Development and Referral Patterns: A Systematic Review and Meta-Analysis.

PURPOSE: Both overuse and underuse of clinician referrals can compromise high-value health care. The authors sought to systematically identify and synthesize published research examining associations between physician continuous professional development (CPD) and referral patterns. METHOD: The authors searched MEDLINE, Embase, PsycInfo, and the Cochrane Database on April 23, 2020, for comparative studies evaluating CPD for practicing physicians and reporting physician referral outcomes. Two reviewers, working independently, screened all articles for inclusion. Two reviewers reviewed all included articles to extract information, including data on participants, educational interventions, study design, and outcomes (referral rate, intended direction of change, appropriateness of referral). Quantitative results were pooled using meta-analysis. RESULTS: Of 3,338 articles screened, 31 were included. These studies enrolled at least 14,458 physicians and reported 381,165 referral events. Among studies comparing CPD with no intervention, 17 studies with intent to increase referrals had a pooled risk ratio of 1.91 (95% confidence interval: 1.50, 2.44; P < .001), and 7 studies with intent to decrease referrals had a pooled risk ratio of 0.68 (95% confidence interval: 0.55, 0.83; P < .001). Five studies did not indicate the intended direction of change. Subgroup analyses revealed similarly favorable effects for specific instructional approaches (including lectures, small groups, Internet-based instruction, and audit/feedback) and for activities of varying duration. Four studies reported head-to-head comparisons of alternate CPD approaches, revealing no clear superiority for any approach. Seven studies adjudicated the appropriateness of referral, and 9 studies counted referrals that were actually completed (versus merely requested). CONCLUSIONS: Although between-study differences are large, CPD is associated with statistically significant changes in patient referral rates in the intended direction of impact. There are few head-to-head comparisons of alternate CPD interventions using referrals as outcomes.

Cost-effectiveness and Economic Benefit of Continuous Professional Development for Drug Prescribing: A Systematic Review.

Importance: The economic impact of continuous professional development (CPD) education is incompletely understood. Objective: To systematically identify and synthesize published research examining the costs associated with physician CPD for drug prescribing. Evidence Review: MEDLINE, Embase, PsycInfo, and the Cochrane Database were searched from inception to April 23, 2020, for comparative studies that evaluated the cost of CPD focused on drug prescribing. Two reviewers independently screened all articles for inclusion and reviewed all included articles to extract data on participants, educational interventions, study designs, and outcomes (costs and effectiveness). Results were synthesized for educational costs, health care costs, and cost-effectiveness. Findings: Of 3338 articles screened, 38 were included in this analysis. These studies included at least 15 659 health care professionals and 1 963 197 patients. Twelve studies reported on educational costs, ranging from $281 to $183 554 (median, $15 664). When economic outcomes were evaluated, 31 of 33 studies (94%) comparing CPD with no intervention found that CPD was associated with reduced health care costs (drug costs), ranging from $4731 to $6 912 000 (median, $79 373). Four studies found reduced drug costs for 1-on-1 outreach compared with other CPD approaches. Regarding cost-effectiveness, among 5 studies that compared CPD with no intervention, the incremental cost-effectiveness ratio for a 10% improvement in prescribing ranged from $15 390 to $437 027 to train all program participants. Four comparisons of alternative CPD approaches found that 1-on-1 educational outreach was more effective but more expensive than group education or mailed materials (incremental cost-effectiveness ratio, $18-$4105 per physician trained). Conclusions and Relevance: In this systematic review, CPD for drug prescribing was associated with reduced health care (drug) costs. The educational costs and cost-effectiveness of CPD varied widely. Several CPD instructional approaches (including educational outreach) were more effective but more costly than comparators.

The Effectiveness of Multicomponent Functional Maintenance Initiatives for Acutely Hospitalized Older Adults: A Systematic Review and Meta-analysis.

BACKGROUND AND PURPOSE: To evaluate the effectiveness of multicomponent functional maintenance initiatives (MFMIs) on functional outcomes and adverse events associated with functional decline among acutely hospitalized older adults. DATA SOURCES: Studies were sourced from OVID Medline, PubMed, Embase, CINAHL, the Cochrane Library, and PEDro databases from inception to April 15, 2020, and their bibliographies. STUDY SELECTION: Randomized controlled trials were included if they investigated multicomponent interventions comprising more than one nonpharmacological intervention targeting physical functional decline and another shared risk factor for geriatric syndromes in acutely hospitalized medical or nonelective surgical patients 65 years and older. DATA EXTRACTION: Two reviewers independently assessed for eligibility, extracted data, and conducted risk of bias assessments. DATA SYNTHESIS: Eight studies involving 5534 patients were included. Multicomponent functional maintenance initiatives did not appear to confer significant effects on functional status, length of stay, or 30-day hospital readmissions; however, clinical heterogeneity limited meta-analysis for some specific functional outcomes. Patients who did not receive MFMIs were more likely to be discharged to a nursing staff facility (odds ratio = 1.53; 95% confidence interval, 1.23 to 1.90). No effect of MFMI on all-cause mortality was observed, and adverse events were rare and unlikely attributed to nonpharmacological interventions. CONCLUSIONS: Data from a small number of studies suggest MFMIs reduce the likelihood of discharge to a nursing staff facility in acutely hospitalized older adults; however, this effect may not be driven via improvements in physical function. Standardized evaluation methods to determine MFMI effectiveness appear indicated to assist decision-making regarding their implementation in clinical practice.

Costs and Economic Impacts of Physician Continuous Professional Development: A Systematic Scoping Review.

PURPOSE: Nearly all health care professionals engage in continuous professional development (CPD), yet little is known about the cost and cost-effectiveness of physician CPD. Clarification of key concepts, comprehensive identification of published work, and determination of research gaps would facilitate application of existing evidence and planning for future investigations. The authors sought to systematically map study themes, methods, and outcomes in peer-reviewed literature on the cost and value of physician CPD. METHOD: The authors conducted a scoping review, systematically searching MEDLINE, Embase, PsycInfo, and Cochrane Library databases for comparative economic evaluations of CPD for practicing physicians through April 2020. Two reviewers, working independently, screened all articles for inclusion. Three reviewers iteratively reviewed all included articles to inductively identify key features including participants, educational interventions, study designs, cost ingredients, and cost analyses. Two reviewers then independently reexamined all included articles to code these features. RESULTS: Of 3,338 potentially eligible studies, 111 were included. Physician specialties included internal, family, or general medicine (80 studies [72%]), surgery (14 studies [13%]), and medicine subspecialties (7 studies [6%]). Topics most often addressed general medicine (45 studies [41%]) or appropriate drug use (37 studies [33%]). Eighty-seven studies (78%) compared CPD with no intervention. Sixty-three studies (57%) reported the cost of training, and 79 (71%) evaluated the economic impact (money saved/lost following CPD). Training cost ingredients (median 3 itemized per study) and economic impact ingredients (median 1 per study) were infrequently and incompletely identified, quantified, or priced. Twenty-seven studies (24%) reported cost-impact expressions such as cost-effectiveness ratio or net value. Nineteen studies (17%) reported sensitivity analyses. CONCLUSIONS: Studies evaluating the costs and economic impact of physician CPD are few. Gaps exist in identification, quantification, pricing, and analysis of cost outcomes. The authors propose a comprehensive framework for appraising ingredients and a preliminary reference case for economic evaluations.

Strategies Australian Hospitals Utilize to Incorporate Patient Feedback in the Delivery and Measurement of Person-Centered Care: A Scoping Review.

Patients are central to healthcare clinicians and organizations but often subsidiary to clinical expertise, knowledge, workplace processes, and culture. Shifting societal values, technology, and regulations have remoulded the patient-clinician relationship, augmenting the patient's voice within the healthcare construct. Scaffolding this restructure is the global imperative to deliver person-centered care (PCC). The aim of the scoping review was to explore and map the intersection between patient feedback and strategies to improve the provision of PCC within acute hospitals in Australia. Database searches yielded 493 articles, with 16 studies meeting inclusion criteria. Integration of patient feedback varied from strategy design, through to multi-staged input throughout the initiative and beyond. Initiatives actioning patient feedback fell broadly into four categories: clinical practice, educational strategies, governance, and measurement. How clinicians can invite feedback and support patients to engage equally remains unclear, requiring further exploration of strategies to propel clinician-patient partnerships, scaffolded by hospital governance structures.

Unpacking economic programme theory for supervision training: Preliminary steps towards realist economic evaluation.

INTRODUCTION: Cost studies are increasingly popular given resource constraints. While scholars stress the context-dependent nature of cost, and the importance of theory, cost studies remain context-blind and atheoretical. However, realist economic evaluation (REE) privileges context and the testing/refinement of economic programme theory. This preliminary REE serves to test and refine economic programme theory for supervision training programmes of different durations to better inform future programme design/implementation. METHODS: Our preliminary REE unpacked how short (half-day) and extended (12 week) supervision training programmes in Victoria, Australia, produced costs and outcomes. We employed mixed methods: qualitative realist and quantitative cost methods. Economically optimised programme models were developed guided by identified cost-sensitive mechanisms and contexts. RESULTS: As part of identified context-mechanism-outcome configurations (CMOCs) for both training programmes, we found a wider diversity of positive outcomes but greater costs for the extended programme (11 outcomes; AU$3069/learner) compared with the short programme (7 outcomes; $385/learner). We identified four shared cost-sensitive mechanisms for both programmes (training duration, learner protected time, learner engagement, and facilitator competence) and one shared cost-sensitive context (learners' supervisory experience). We developed two economically optimised programme models: (1) short programme for experienced supervisors facilitated by senior educators ($406/learner); and (2) extended programme for inexperienced supervisors facilitated by junior educators ($2104/learner). DISCUSSION: Our initial economic programme theory was somewhat supported, refuted and refined. Results were partly consistent with previous research, but also extended it through unpacking cost-sensitive mechanisms and contexts. Although our preliminary REE fills a pressing gap in the methodology literature, conducting REE was challenging given our desire to integrate economic and realist analyses fully, and remain faithful to realist principles. Attention to training duration and experience levels of the facilitator-learner dyad may help to balance the cost and outcomes of training programmes.

Impact of the COVID-19 pandemic on teaching and learning in health professional education: a mixed methods study protocol.

BACKGROUND: Due to the complex nature of healthcare professionals' roles and responsibilities, the education of this workforce is multifaceted and challenging. It relies on various sources of learning from teachers, peers, patients and may focus on Work Integrated Learning (WIL). The COVID-19 pandemic has impacted many of these learning opportunities especially those in large groups or involving in person interaction with peers and patients. Much of the curriculum has been adapted to an online format, the long-term consequence of which is yet to be recognized. The changed format is likely to impact learning pedagogy effecting both students and teachers. This requires a systematic approach to evaluation of online teaching and learning adaptation, in comparison to the previous format, where, in person education may have been the focus. METHODS: The proposed study is a broad based evaluation of health professional education in a major Australian University. The protocol describes a mixed methods convergent design to evaluate the impact of online education on students and teachers in health professional courses including Medicine, Nursing, Allied Health and Biomedical Science. A framework, developed at the university, using Contribution Analysis (CA), will guide the evaluation. Quantitative data relating to student performance, student evaluation of units, quantity of teaching activities and resource utilization will be collected and subjected to relevant statistical analysis. Data will be collected through surveys (500 students and 100 teachers), focus groups (10 groups of students) and interviews of students and teachers (50 students beyond graduation and 25 teachers, for long term follow up to 12 months). Application of CA will be used to answer the key research questions on the short term and long-term impact of online education on teaching and learning approaches. DISCUSSION: The protocol describes the study, which will be widely implemented over the various courses in Health Professional Education and Biomedical Science. It will evaluate how students and teachers engage with the online delivery of the curriculum, student performance, and resources used to implement these changes. It also aims to evaluate longitudinal outcome of student learning attributes and impact on graduate outcomes, which is poorly reported in educational literature.

Exploring the Cost of eLearning in Health Professions Education: Scoping Review.

BACKGROUND: Existing research on the costs associated with the design and deployment of eLearning in health professions education is limited. The relative costs of these learning platforms to those of face-to-face learning are also not well understood. The lack of predefined costing models used for eLearning cost data capture has made it difficult to complete cost evaluation. OBJECTIVE: The key aim of this scoping review was to explore the state of evidence concerning cost capture within eLearning in health professions education. The review explores the available data to define cost calculations related to eLearning. METHODS: The scoping review was performed using a search strategy with Medical Subject Heading terms and related keywords centered on eLearning and cost calculation with a population scope of health professionals in all countries. The search was limited to articles published in English. No restriction was placed on literature publication date. RESULTS: In total, 7344 articles were returned from the original search of the literature. Of these, 232 were relevant to associated keywords or abstract references following screening. Full-text review resulted in 168 studies being excluded. Of these, 61 studies were excluded because they were unrelated to eLearning and focused on general education. In addition, 103 studies were excluded because of lack of detailed information regarding costs; these studies referred to cost in ways either indicating cost favorability or unfavorability, but without data to support findings. Finally, 4 studies were excluded because of limited cost data that were insufficient for analysis. In total, 42 studies provided data and analysis of the impact of cost and value in health professions education. The most common data source was total cost of training (n=29). Other sources included cost per learner, referring to the cost for individual students (n=13). The population most frequently cited was medical students (n=15), although 12 articles focused on multiple populations. A further 22 studies provide details of costing approaches for the production and delivery of eLearning. These studies offer insight into the ways eLearning has been budgeted and project-managed through implementation. CONCLUSIONS: Although cost is a recognized factor in studies detailing eLearning design and implementation, the way cost is captured is inconsistent. Despite a perception that eLearning is more cost-effective than face-to-face instruction, there is not yet sufficient evidence to assert this conclusively. A rigorous, repeatable data capture method is needed, in addition to a means to leverage existing economic evaluation methods that can then test eLearning cost-effectiveness and how to implement eLearning with cost benefits and advantages over traditional instruction.

Patient knowledge of rotator cuff related shoulder pain condition and treatment and validation of a patient-reported knowledge questionnaire.

BACKGROUND: Rotator cuff related shoulder pain (RCRSP) knowledge is an important contributor to compliance with clinical practice guidelines and providing best practice care. However, there are no validated instruments for measuring health literacy levels among people with RCRSP. This study aimed to design a valid and reliable instrument to measure RCRSP health literacy and use it to evaluate an education intervention for people with RCRSP. METHODS: Development of the patient knowledge questionnaire (PKQ-RCRSP) included three phases. Phase 1 was developed based on available literature and input from expert clinicians, researchers and patients. Face validity, pilot testing and readability assessment were also undertaken. In Phase 2, internal consistency and predictive validity were assessed in people with RCRSP and other shoulder pain diagnoses. In Phase 3, RCRSP health literacy was assessed. RESULT: Face validity was acceptable and pilot testing identified minor accuracy issues that were corrected. Literacy level was rated as 'difficult to read' which reflects the medical terminology within the questionnaire. Internal consistency was very good and 81% of questions demonstrated acceptable predictive validity. Health literacy was heterogeneous depending on the question with less than 40% of respondents answering correctly for questions related to the indications, process and the known benefits of RCRSP surgery. CONCLUSION: The PKQ-RCRSP demonstrated acceptable face validity, predictive validity and reliability (internal consistency) in assessing RCRSP health literacy. Health literacy among our small sample was poor for questions related to surgery for RCRSP.

"Why have you done it that way?" Educator perceptions of student-initiated conversations about perceived deviations from evidence-based clinical practice.

Students on clinical placement may encounter practice that deviates from what they perceive to be evidence-based. However, queries by students about the evidence-base of their clinical educators decision-making and practice can be a challenging conversation to initiate. It is unclear how these conversations occur, and what impact engaging in these challenging conversations may have on practice, the learning experience, and the relationship with the educator. This study sought to explore clinical educators' experiences of student-initiated discussions that question the evidence-base of their clinical practice. And to identify their preferred approaches for students to initiate these conversations. Individual interviews were conducted with 23 clinical educators from five professions at three different hospitals in Victoria, Australia. Semi-structured interviewing techniques were employed to identify participants' context and experiences. Participants described student-initiated conversations about deviations from evidence-based practice as challenging encounters with potential for positive or negative impact on clinical educators, students and patients. They noted that the perceived appropriateness of the discussion could be influenced by the method utilised by students to initiate the conversation. Elements identified by clinical educators as barriers or enablers to support students to appropriately initiate conversations about clinical practice may be utilised by education and health providers to enhance opportunities for learning conversations to occur.

Spending Wisely: The Role of Cost and Value Research in the Pursuit of Advancing Anatomical Sciences Education.

Studies of "cost and value" in anatomical sciences education examine not only what works, but at what cost, thus evaluating the inputs and outputs of education. This research provides insights into how to use available resources (e.g., academic time, budgets, infrastructure) as a mechanism to obtaining the maximum outcomes available. The purpose of this viewpoint article is to expand on the application of cost and value concepts to anatomical sciences education, contextualizing these concepts through a deeper dive into the more costly educational approaches of human donor dissection. In doing so, both questions and opportunities are raised for the discipline of anatomical sciences going forward. Educational decisions, inclusive of cost and value appraisals, consider the range of outcomes for which the activity is designed to achieve, and the activity's integration with the philosophy of the educational program it is contributing to; these decisions, thus, evaluate more than just cost alone. Healthcare students' engagement with human donor dissection pedagogy offers an array of reported non-economic benefits, including non-traditional discipline-independent skill (NDIS) development (e.g., professionalism, teamwork skills). These skills are often harder to measure, but are no less important to the final pedagogical decision-making process. The goal of cost and value research is to create an evidence-base toward education that delivers maximum value for a given spend. Anatomy educators, researchers, and decision makers who embrace cost and value dialogue, and interpret and apply findings from studies of educational costs, are best positioned to improve the educational value for their learners and provide effective outputs for all stakeholders.

How to conduct cost and value analyses in health professions education: AMEE Guide No. 139.

Growing demand for accountability, transparency, and efficiency in health professions education is expected to drive increased demand for, and use of, cost and value analyses. In this AMEE Guide, we introduce key concepts, methods, and literature that will enable novices in economics to conduct simple cost and value analyses, hold informed discussions with economic specialists, and undertake further learning on more advanced economic topics. The practical structure for conducting analyses provided in this guide will enable researchers to produce robust results that are meaningful and useful for improving educational practice. Key steps include defining the economic research question, identifying an appropriate economic study design, carefully identifying cost ingredients, quantifying, and pricing the ingredients consumed, and conducting sensitivity analyses to explore uncertainties in the results.

Real-time dose control for electron-beam lithography.

Shot-to-shot, or pixel-to-pixel, dose variation during electron-beam lithography is a significant practical and fundamental problem. Dose variations associated with charging, electron source instability, optical system drift, and ultimately shot noise in the e-beam itself conspire to critical dimension variability, line width/edge roughness, and limited throughput. It would be an important improvement to e-beam based patterning technology if real-time feedback control of electron-dose were provided so that pattern quality and throughput would be improved beyond the shot noise limit. In this paper, we demonstrate control of e-beam dose based on the measurement of electron arrival at the sample where patterns are written, rather than from the source or another point in the electron optical column. Our results serve as the first steps towards real-time dose control and eventually overcoming the shot noise.

The economic costs of selecting medical students: An Australian case study.

CONTEXT: The design of selection methods must balance, amongst a range of factors, the desire to select the best possible future doctors with the reality of our resource-constrained environment. Examining the cost of selection processes enables us to identify areas in which efficiencies may be gained. METHODS: A cost description study was conducted based on selection for 2018 entry into medical school directly from secondary school. The perspectives of applicants, volunteer interviewers and the admitting institution were considered. Costs were modelled based on the Monash University (Australia) selection process, which uses a combination of secondary school matriculation score, aptitude test score (Undergraduate Medicine and Health Sciences Admission Test) and multiple mini-interview score. A variety of data sources were utilised, including bespoke surveys, audit data and existing literature. All costs are expressed in 2018 Australian dollars (AU$). Applicant behaviours in preparing for selection tests were also evaluated. RESULTS: A total of 381 of 383 applicants returned the survey. Over 70% of applicants had utilised commercial preparation materials. The median total cost to applicants was AU$2586 (interquartile range [IQR] AU$1574-3999), including costs to both prepare for and attend selection tests. Of 217 volunteer interviewers, 108 returned the survey. These were primarily health professional clinicians at a mid-career stage. The median total cost to interviewers was AU$452 (IQR AU$252-715) for participation in a half-day interview session, largely due to the loss of income. The cost to the admitting institution was AU$269 per applicant, accounted for by the costs of equipment and consumables (52%), personnel (34%) and facilities (14%). CONCLUSIONS: The costs of student selection for medical school are substantial. Understanding costs facilitates achievement of the objective of selecting the desired future medical workforce within the constraints of the resources available. Opportunities for change may arise from changes in applicant preparation behaviours, opportunities for economies of scale, and efficiencies driven by technological solutions.