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3.
Health Phys ; 112(4): 384-391, 2017 04.
Article in English | MEDLINE | ID: mdl-28234698

ABSTRACT

The rapidly changing demographics of the United States workforce include a large number of women and members of minority groups that are currently underrepresented in science and engineering-related education and careers. Recent research indicates that while singular incidents of sexism do exist, gender bias more often affects women in various subtle ways. The effects of stereotype threat and the lack of appropriate mentoring and female role models are samples of the possible factors contributing to performance and longevity for women in math-intensive fields. To address how this issue affects those in radiation protection, the current status of women in the field is reviewed as a progression through the scientific pipeline, from education and employment to positions in scientific bodies and professional recognition, with primary focus on American women and institutions. Racial diversity demographics are reviewed where available. Findings indicate women and minority racial groups are underrepresented in multiple aspects of education, research, and leadership. While gender diversity across the field has not yet reached gender parity, trending indicates that the percentage of women earning degrees in radiation protection has consistently increased over the last four decades. Diversity of racial groups, however, has remained fairly consistent and is well below national averages. Diverse perspectives have been documented in collective problem-solving to lead to more innovative solutions.


Subject(s)
Cultural Diversity , Employment/statistics & numerical data , Health Physics , Racism/statistics & numerical data , Radiation Protection/statistics & numerical data , Sexism/statistics & numerical data , Adult , Female , Health Physics/statistics & numerical data , Humans , Male , Middle Aged , Minority Groups , Racial Groups/ethnology , Racial Groups/statistics & numerical data , Racism/ethnology , Sexism/ethnology , United States , Workforce , Young Adult
5.
Australas Phys Eng Sci Med ; 39(2): 525-32, 2016 Jun.
Article in English | MEDLINE | ID: mdl-26893224

ABSTRACT

Although the participation of women within the science, technology, engineering and mathematics workforces has been widely discussed over recent decades, the recording and analysis of data pertaining to the gender balance of medical physicists in Australia and New Zealand remains rare. This study aimed to provide a baseline for evaluating future changes in workforce demographics by quantifying the current level of representation of women in the Australasian medical physics workforce and providing an indication of the relative contribution made by those women to the local research environment. The 2015 Australasian College of Physical Scientists and Engineers in Medicine (ACPSEM) member directory and list of chief physicists at ACPSEM-accredited radiation oncology and diagnostic imaging training centres were interrogated to identify the gender balance of medical physicists working in Australia and New Zealand. A specific investigation of the employment levels of all medical physicists in Queensland was undertaken to provide an example of the gender balance at different levels of seniority in one large Australian state. Lists of authors of medical physics presentations at ACPSEM annual conferences and authors of publications in the ACPSEM's official journal, were used to provide an indication of the gender balance in published research within Australia and New Zealand. The results of this study showed that women currently constitute approximately 28 % of the medical physics workforce in Australia and New Zealand, distributed disproportionally in junior roles; there is a decrease in female participation in the field with increasing levels of seniority, which is particularly apparent in the stratified data obtained for the Queensland workforce. Comparisons with older data suggest that this situation has changed little since 2008. Examination of ACPSEM conference presentations suggested that there are similar disparities between the gender-balance of proffered and invited or keynote speakers (28 % and 13 % from female authors) and the gender balance of certified and chief physicists (28 % and 21 % female). The representation of women in the ACPSEM journal does not differ substantially between authorship of proffered versus invited work (22 % and 19 % from female authors). While this work was limited to evaluating the membership, annual conference and official journal of the ACPSEM (rather than evaluating the entire medical physics workforce and the contributions of male and female physicists to international conferences and publications), this study nonetheless led to the following recommendations: that a longitudinal study analysing correlations between age, period of service, seniority and gender should be undertaken and that future ACPSEM workforce surveys should include analyses of gender representation.


Subject(s)
Health Physics/statistics & numerical data , Research/statistics & numerical data , Women , Australia , Female , Humans , New Zealand , Radiation Oncology , Workforce
6.
J Appl Clin Med Phys ; 16(3): 5232, 2015 May 08.
Article in English | MEDLINE | ID: mdl-26103483

ABSTRACT

The medical physics profession is undergoing significant changes. Starting in 2014, candidates registering for certification exams by the American Board of Radiology must have completed a CAMPEP-accredited residency. This requirement, along with tightened state regulations, uncertainty in future reimbursement, and a stronger emphasis on board certification, have raised questions concerning the state of the medical physics workforce and its ability to adapt to changing requirements. In 2012, ASTRO conducted a workforce study of the comprehensive field of radiation oncology. This article reviews the findings of the medical physics section of the study, including age and gender distribution, educational background, workload, and primary work setting. We also report on job satisfaction, the perceived supply and demand of medical physicists, and the medical physicists' main concerns pertaining to patient safety and quality assurance.


Subject(s)
Employment/statistics & numerical data , Health Physics , Health Workforce/statistics & numerical data , Job Satisfaction , Radiation Oncology , Workload/statistics & numerical data , Adult , Age Distribution , Aged , Female , Health Physics/statistics & numerical data , Humans , Job Description , Male , Middle Aged , Sex Distribution , United States
7.
Strahlenther Onkol ; 191(2): 113-24, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25245470

ABSTRACT

OBJECTIVE: Developments in radiation oncology in recent years have highlighted the increasing deployment of personnel resources for tasks not directly related to patients. These tasks include patient-related activities such as treatment planning, reviewing files, and administrative duties (e.g., invoicing for services, documentation). The aim of the present study, part of the QUIRO project of the German Society of Radiation Oncology (DEGRO), was to describe, on the basis of valid data, the deployment of personnel resources in radiation oncology centers for "overhead" tasks. METHODS: Questionnaires were used to analyze the percentages of time needed for various tasks. The target group comprised physicians, medical physics experts (MPE), and medical technical radiology assistants (MTRA). A total of 760 personnel from 65 radio-oncology centers in the German inpatient and outpatient sector participated (32 % physicians, 23 % MPE, and 45 % MTRA). RESULTS: High percentages of overhead tasks during working time were measured for each of the three personnel groups considered (physicians, MPE, and MTRA). Patient-related efficiency, i.e., the percentage of working time associated directly or indirectly with the patient, was highest among MTRA and lowest among MPE. Particular features could be seen in the activity profiles of personnel in university clinics. Duties in the areas of research and teaching resulted in a greater percentage of overhead tasks for physicians and MPE. Irrespective of function (physician, MPE, or MTRA), a managerial role resulted in lower patient-related efficiency, as well as a narrower time budget for direct patient care compared with non-managerial employees. CONCLUSION: Using the data gathered, it was possible to systematically investigate the time required for overhead tasks in radio-oncological centers. Overall, relatively high time requirements for a variety of overhead tasks were measured. These time requirements, generated for example by administrative duties or research and teaching, are currently not taken into adequate consideration in terms of remuneration or personnel capacity planning.


Subject(s)
Ancillary Services, Hospital/statistics & numerical data , Health Physics/statistics & numerical data , Physicians/statistics & numerical data , Radiation Oncology/statistics & numerical data , Societies, Medical , Task Performance and Analysis , Technology, Radiologic/statistics & numerical data , Time and Motion Studies , Germany , Humans , Surveys and Questionnaires , Workforce
8.
Acad Radiol ; 21(7): 869-78, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24713540

ABSTRACT

RATIONALE AND OBJECTIVES: To investigate residents' knowledge of adverse effects of ionizing radiation, frequency of their education on radiation safety, and their use of radioprotective equipment. MATERIALS AND METHODS: Residents from 15/16 residency programs at Emory University were asked to complete a resident radiation safety survey through SurveyMonkey(®). The associations between the residents' knowledge and use of radioprotective equipment with residents' specialty and year of training were investigated. RESULTS: Response rate was 32.5% (173/532 residents). Thirty-nine percent residents reported radiation safety is discussed in their residency curriculum at least every 6 months. Ninety-five percent believed in a link between radiation exposure and development of cancer. Overall and Radiology residents' knowledge about specific estimated dose effects (correct responses) was limited: radiation dose associated with fetus brain malformation in pregnancy (10% vs. 26%), risk of developing cataract in interventional personnel (27% vs. 47%), lifetime risk of cancer mortality from a single abdominal computed tomography (CT) in children (22% vs. 29%), greater radiosensitivity of children compared to adults (35% vs. 50%), and relative radiation dose from an abdominal CT compared to a chest x-ray (51% vs. 48%). Radiology residents had modestly higher knowledge. There was no significant difference in residents' knowledge across their postgraduate training years. Use of lead thyroid shields was reported by 86% (97% radiology vs. 80% nonradiology; P = .03) and radiation-monitoring badges in 39% (68% radiology vs. 15% nonradiology; P < .001) of the residents. CONCLUSIONS: Although radiology residents scored higher, knowledge of radiation safety for patients and healthcare workers is limited among residents regardless of medical specialty. These findings emphasize the need for educational initiatives.


Subject(s)
Clinical Competence/statistics & numerical data , Health Knowledge, Attitudes, Practice , Health Physics/education , Internship and Residency/statistics & numerical data , Radiation Protection , Radiology/education , Attitude of Health Personnel , Curriculum , Educational Measurement/statistics & numerical data , Health Physics/statistics & numerical data , Radiology/statistics & numerical data , Safety Management/statistics & numerical data , Surveys and Questionnaires , United States
9.
Australas Phys Eng Sci Med ; 36(2): 147-57, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23619758

ABSTRACT

A survey of the medical physics and biomedical engineering workforce in Australia and New Zealand was carried out in 2012 following on from similar surveys in 2009 and 2006. 761 positions (equivalent to 736 equivalent full time (EFT) positions) were captured by the survey. Of these, 428 EFT were in radiation oncology physics, 63 EFT were in radiology physics, 49 EFT were in nuclear medicine physics, 150 EFT were in biomedical engineering and 46 EFT were attributed to other activities. The survey reviewed the experience profile, the salary levels and the number of vacant positions in the workforce for the different disciplines in each Australian state and in New Zealand. Analysis of the data shows the changes to the workforce over the preceding 6 years and identifies shortfalls in the workforce.


Subject(s)
Biomedical Engineering , Health Physics , Health Workforce/statistics & numerical data , Income/statistics & numerical data , Australasia , Biomedical Engineering/economics , Biomedical Engineering/statistics & numerical data , Data Collection , Health Physics/economics , Health Physics/statistics & numerical data , Health Workforce/economics
10.
Acad Radiol ; 20(3): 338-44, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23452479

ABSTRACT

UNLABELLED: RATIONALE AND OBJECTS: We describe a new web-based physics course for radiology residents preparing for the Exam of the Future (EOF). MATERIALS AND METHODS: A course was developed with a total of 12 web-based modules. Six modules were focused on "imaging" and six on "radiation." A module was subdivided into nine short "nuggets." Traditional lectures were replaced by modules using prerecorded lectures (Tegrity) to a secure website (WebCT). Each module was accompanied by three quizzes, each consisting of ten questions designed to reinforce covered materials. All online modules were accompanied by a noon conference that employed an Audience Response System (Turning Point). Seventeen first-year residents over 2 consecutive years beginning in July 2010 took this new course, and participated in an anonymous online follow-up survey (Survey Monkey). RESULTS: The recorded 12 modules had an overall average duration of 72 ± 19 minutes. Ten of 17 residents expressed a preference of 15 minutes for nugget duration. Highest personal assessment scores of each resident's understanding were obtained in human radiation risks and radiation protection. Residents considered supplemental noon conferences to be important for learning radiological physics. Satisfaction level was largely positive, with five residents highly satisfied, nine residents somewhat satisfied, two residents neutral, and only one resident somewhat dissatisfied. CONCLUSIONS: Our Foundations of Radiological Physics course was well received and served as the springboard for mastering x-ray-based imaging modalities of radiography, mammography, fluoroscopy, interventional radiology, and computed tomography.


Subject(s)
Computer-Assisted Instruction/methods , Curriculum , Educational Measurement/statistics & numerical data , Health Physics/education , Health Physics/statistics & numerical data , Internship and Residency/statistics & numerical data , Radiology/education , Computer-Assisted Instruction/statistics & numerical data , Program Evaluation , Radiology/statistics & numerical data , South Carolina
11.
Health Phys ; 104(2 Suppl 1): S5-10, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23287520

ABSTRACT

Sandia National Laboratories' Z-Machine is the world's most powerful electrical device, and experiments have been conducted that make it the world's most powerful radiation source. Because Z-Machine is used for research, an assortment of materials can be placed into the machine; these materials can be subjected to a range of nuclear reactions, producing an assortment of activation products. A methodology was developed to provide a systematic approach to evaluate different materials to be introduced into the machine as wire arrays. This methodology is based on experiment specific characteristics, physical characteristics of specific radionuclides, and experience with Z-Machine. This provides a starting point for bounding calculations of radionuclide source-term that can be used for work planning, development of work controls, and evaluating materials for introduction into the machine.


Subject(s)
Nuclear Reactors/statistics & numerical data , Particle Accelerators , Health Physics/statistics & numerical data , Humans , Metals/radiation effects , Neutrons , New Mexico , Protons , Radiation Dosage , Radioisotopes/adverse effects
12.
J Appl Clin Med Phys ; 14(1): 4159, 2013 Jan 07.
Article in English | MEDLINE | ID: mdl-23318397

ABSTRACT

The American Association of Physicists in Medicine (AAPM) sponsors two summer undergraduate research programs to attract top performing undergraduate students into graduate studies in medical physics: the Summer Undergraduate Fellowship Program (SUFP) and the Minority Undergraduate Summer Experience (MUSE). Undergraduate research experience (URE) is an effective tool to encourage students to pursue graduate degrees. The SUFP and MUSE are the only medical physics URE programs. From 2001 to 2012, 148 fellowships have been awarded and a total of $608,000 has been dispersed to fellows. This paper reports on the history, participation, and status of the programs. A review of surveys of past fellows is presented. Overall, the fellows and mentors are very satisfied with the program. The efficacy of the programs is assessed by four metrics: entry into a medical physics graduate program, board certification, publications, and AAPM involvement. Sixty-five percent of past fellow respondents decided to pursue a graduate degree in medical physics as a result of their participation in the program. Seventy percent of respondents are currently involved in some educational or professional aspect of medical physics. Suggestions for future enhancements to better track and maintain contact with past fellows, expand funding sources, and potentially combine the programs are presented.


Subject(s)
Education, Medical, Undergraduate/economics , Education, Medical, Undergraduate/statistics & numerical data , Fellowships and Scholarships/economics , Health Physics/economics , Health Physics/education , Fellowships and Scholarships/statistics & numerical data , Health Physics/statistics & numerical data , United States
13.
Phys Med ; 29(3): 261-72, 2013 May.
Article in English | MEDLINE | ID: mdl-22522034

ABSTRACT

Continuing professional development (CPD) and continuing professional education (CPE) are seen as being necessary for medical physicists to ensure that they are up-to-date with current clinical practice. CPD is more than just continuing professional education, but can include research publication, working group contribution, thesis examination and many other activities. A systematic way of assessing and recording such activities that a medical physicist undertakes is used in a number of countries. This can be used for certification and licensing renewal purposes. Such systems are used in 27 countries, but they should be implemented in all countries where clinical medical physicists are employed. A survey of the CPD systems that are currently operated around the world is presented. In general they are quite similar although there are a few countries that have CPD systems that differ significantly from the others in many respects. Generally they ensure that medical physicists are kept up-to-date, although there are some that clearly will fail to achieve that. An analysis of what is required to construct a useful medical physics CPD system is made. Finally, the need for medical physicist professional organizations to cooperate and share in the production and distribution of CPD and CPE materials is emphasized.


Subject(s)
Education, Continuing/statistics & numerical data , Education, Professional/statistics & numerical data , Health Physics/education , Health Physics/statistics & numerical data , Professional Competence/statistics & numerical data , Societies/statistics & numerical data , Curriculum , Data Collection , Internationality
14.
J Am Coll Radiol ; 9(11): 835-8, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23122353

ABSTRACT

PURPOSE: The aim of this study was to compare the quality of medical physics education for radiation oncology medical residents. METHODS: An independent survey regarding physics education was carried out using e-mail. The survey contained 12 questions addressing the duration, length, and quality of education. Responses were tabulated and compared with the recommended educational scheme. RESULTS: Nearly 56% of institutions participated in this survey. Educational patterns were found to be significantly variable among institutions. Some have minimum physics education (10 lectures), and some have 90 lectures per year. In general, two-thirds of the institutions require residents to attend classes up to the third year. CONCLUSIONS: Significant variability of physics education for radiation oncology medical residents was observed, contrary to the national recommendations. With advanced treatment techniques, physics education should be given more importance, and the number of lectures should be increased to accommodate every aspect of radiation oncology practice.


Subject(s)
Curriculum , Health Physics/education , Health Physics/statistics & numerical data , Internship and Residency/statistics & numerical data , Radiation Oncology/education , Radiation Oncology/statistics & numerical data , United States
15.
Strahlenther Onkol ; 188(10): 865-72, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22911239

ABSTRACT

BACKGROUND AND PURPOSE: Tight budgets and increasing competition for research funding pose challenges for highly specialized medical disciplines such as radiation oncology. Therefore, a systematic review was performed of successfully completed research that had a high impact on clinical practice. These data might be helpful when preparing new projects. METHODS: Different measures of impact, visibility, and quality of published research are available, each with its own pros and cons. For this study, the article citation rate was chosen (minimum 15 citations per year on average). Highly cited German contributions to the fields of radiation oncology, biology, and physics (published between 1990 and 2010) were identified from the Scopus database. RESULTS: Between 1990 and 2010, 106 articles published in 44 scientific journals met the citation requirement. The median average of yearly citations was 21 (maximum 167, minimum 15). All articles with ≥ 40 citations per year were published between 2003 and 2009, consistent with the assumption that the citation rate gradually increases for up to 2 years after publication. Most citations per year were recorded for meta-analyses and randomized phase III trials, which typically were performed by collaborative groups. CONCLUSION: A large variety of clinical radiotherapy, biology, and physics topics achieved high numbers of citations. However, areas such as quality of life and side effects, palliative radiotherapy, and radiotherapy for nonmalignant disorders were underrepresented. Efforts to increase their visibility might be warranted.


Subject(s)
Biomedical Research/statistics & numerical data , Health Physics/statistics & numerical data , Interdisciplinary Studies/statistics & numerical data , Journal Impact Factor , Periodicals as Topic/statistics & numerical data , Radiation Oncology/statistics & numerical data , Radiobiology/statistics & numerical data , Cooperative Behavior , Germany
16.
J Radiat Res ; 53(3): 489-91, 2012.
Article in English | MEDLINE | ID: mdl-22739017

ABSTRACT

This is a pilot study that aims to elucidate regional disparities in the distribution of medical resources in Japan. For this purpose, we employed the Gini coefficient (GC) in order to analyze the distribution of radiotherapy resources, which are allocated to each prefecture in Japan depending on the size of its population or physical area. Our study used data obtained from the 2005 and 2007 national surveys on the structure of radiation oncology in Japan, conducted by the Japanese Society for Therapeutic Radiology and Oncology (JASTRO). Our analysis showed that the regional disparities regarding the radiation oncologists and radiotherapy technologists were small, and concluded that such resources were almost equitably distributed. However, medical physicists are inequitably distributed. Thus, policymakers should create and implement measures to train and retain medical physicists in areas with limited radiotherapy resources. Further, almost 26% of the secondary medical service areas lacked radiotherapy institutions. We attribute this observation to the existence of tertiary medical service areas, and almost all of prefectures face a shortage of such resources. Therefore, patients' accessibility to these resources in such areas should be improved.


Subject(s)
Radiation Oncology , Health Physics/education , Health Physics/statistics & numerical data , Health Resources/statistics & numerical data , Healthcare Disparities , Humans , Japan , Medical Laboratory Personnel/supply & distribution , Pilot Projects , Radiation Oncology/education , Radiation Oncology/statistics & numerical data , Radiotherapy , Workforce
17.
Health Phys ; 102(3): 271-91, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22420019

ABSTRACT

The authors have assembled a compilation of exposure rate constants, ƒ-factors, and lead shielding thicknesses for more than 1,100 radionuclides described in ICRP Publication 107. Physical data were taken from well established reference sources for mass-energy absorption coefficients in air, attenuation coefficients, and buildup factors in lead and other variables.The data agreed favorably for the most part with those of other investigators; thus this compilation provides an up-to-date and sizeable database of these data, which are of interest to many for routine calculations. Emissions were also segregated by emitting nuclide, and decay product emissions were emitted from the calculated coefficients, thus for the first time providing for the calculation of exposure rates from arbitrary mixtures of nuclides in arbitrary equilibrium states.


Subject(s)
Radiation Protection/statistics & numerical data , Radioisotopes/administration & dosage , Health Physics/statistics & numerical data , Humans , Lead , Radiation Protection/instrumentation , Radiation Protection/methods , Radiometry
18.
Int J Radiat Oncol Biol Phys ; 84(3): 590-5, 2012 Nov 01.
Article in English | MEDLINE | ID: mdl-22445006

ABSTRACT

PURPOSE: In light of concerns regarding the quality of radiation treatment delivery, we surveyed the practice of quality assurance peer review chart rounds at American academic institutions. METHODS AND MATERIALS: An anonymous web-based survey was sent to the chief resident of each institution across the United States. RESULTS: The response rate was 80% (57/71). The median amount of time spent per patient was 2.7 minutes (range, 0.6-14.4). The mean attendance by senior physicians and residents was 73% and 93%, respectively. A physicist was consistently present at peer review rounds in 66% of departments. There was a close association between attendance by senior physicians and departmental organization: in departments with protected time policies, good attendance was 81% vs. 31% without protected time (p = 0.001), and in departments that documented attendance, attending presence was 69% vs. 29% in departments without documentation (p < 0.05). More than 80% of institutions peer review all external beam therapy courses; however, rates were much lower for other modalities (radiosurgery 58%, brachytherapy 40%-47%). Patient history, chart documentation, and dose prescription were always peer reviewed in >75% of institutions, whereas dosimetric details (beams, wedges), isodose coverage, intensity-modulated radiation therapy constraints, and dose-volume histograms were always peer reviewed in 63%, 59%, 42%, and 50% of cases, respectively. Chart rounds led to both minor (defined as a small multileaf collimator change/repeated port film) and major (change to dose prescription or replan with dosimetry) treatment changes. Whereas at the majority of institutions changes were rare (<10% of cases), 39% and 11% of institutions reported that minor and major changes, respectively, were made to more than 10% of cases. CONCLUSION: The implementation of peer review chart rounds seems inconsistent across American academic institutions. Brachytherapy and radiosurgical procedures are rarely reviewed. Attendance by senior physicians is variable, but it improves when scheduling clashes are avoided. The potential effect of a more thorough quality assurance peer review on patient outcomes is not known.


Subject(s)
Peer Review, Health Care/standards , Quality Assurance, Health Care/methods , Radiotherapy/standards , Academies and Institutes/standards , Academies and Institutes/statistics & numerical data , Brachytherapy/standards , Brachytherapy/statistics & numerical data , Health Care Surveys , Health Physics/statistics & numerical data , Humans , Internship and Residency/statistics & numerical data , Peer Review, Health Care/methods , Radiation Oncology/standards , Radiation Oncology/statistics & numerical data , Radiosurgery/standards , Radiosurgery/statistics & numerical data , Radiotherapy/statistics & numerical data , Radiotherapy, Intensity-Modulated/standards , Radiotherapy, Intensity-Modulated/statistics & numerical data , United States
19.
J Appl Clin Med Phys ; 13(1): 3704, 2012 Jan 05.
Article in English | MEDLINE | ID: mdl-22231223

ABSTRACT

The January 2010 articles in The New York Times generated intense focus on patient safety in radiation treatment, with physics staffing identified frequently as a critical factor for consistent quality assurance. The purpose of this work is to review our experience with medical physics staffing, and to propose a transparent and flexible staffing algorithm for general use. Guided by documented times required per routine procedure, we have developed a robust algorithm to estimate physics staffing needs according to center-specific workload for medical physicists and associated support staff, in a manner we believe is adaptable to an evolving radiotherapy practice. We calculate requirements for each staffing type based on caseload, equipment inventory, quality assurance, educational programs, and administration. Average per-case staffing ratios were also determined for larger-scale human resource planning and used to model staffing needs for Ontario, Canada over the next 10 years. The workload specific algorithm was tested through a survey of Canadian cancer centers. For center-specific human resource planning, we propose a grid of coefficients addressing specific workload factors for each staff group. For larger scale forecasting of human resource requirements, values of 260, 700, 300, 600, 1200, and 2000 treated cases per full-time equivalent (FTE) were determined for medical physicists, physics assistants, dosimetrists, electronics technologists, mechanical technologists, and information technology specialists, respectively.


Subject(s)
Algorithms , Health Physics/statistics & numerical data , Personnel Selection/statistics & numerical data , Personnel Staffing and Scheduling/statistics & numerical data , Radiation Oncology/statistics & numerical data , Ontario , Personnel Selection/trends , Personnel Staffing and Scheduling/trends , Radiation Oncology/trends , Workforce
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