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Approaches to R education in Canadian universities.

ABSTRACT: Introduction: R language is a powerful tool used in a wide array of research disciplines and owes a large amount of its success to its open source and adaptable nature. The popularity of R has grown rapidly over the past two decades and the number of users and packages is increasing at a near exponential rate. This rapid growth has prompted a number of formal and informal online and text resources, the volume of which is beginning to present challenges to novices learning R. Students are often first exposed to R in upper division undergraduate classes or during their graduate studies. The way R is presented likely has consequences for the fundamental understanding of the program and language itself; user comprehension of R may be better if learning the language itself followed by conducting analyses, compared to someone who is learning another subject (e.g. statistics) using R for the first time. Consequently, an understanding of the approaches to R education is critical. Methods: To establish how students are exposed to R, we used a survey to evaluate the current use in Canadian university courses, including the context in which R is presented and the types of uses of R in the classroom. Additionally, we looked at the reasons professors either do or don't use/teach R. Results: We found that R is used in a broad range of course disciplines beyond statistics (e.g. ecology) and just over one half of Canadian universities have at least one course that uses R. Discussion and Conclusions: Developing programming-literate students is of utmost importance and our hope is that this benchmark study will influence how post-secondary educators, as well as other programmers, approach R, specifically when developing educational and supplemental content in online, text, and package-specific formats aiding in student's comprehension of the R language.

SUBMITTER: Carson MA

PROVIDER: S-EPMC5166589 | biostudies-literature | 2016

REPOSITORIES: biostudies-literature

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Approaches to R education in Canadian universities.

Carson Michael A MA Basiliko Nathan N

F1000Research 20161130

<i>Introduction:</i> R language is a powerful tool used in a wide array of research disciplines and owes a large amount of its success to its open source and adaptable nature. The popularity of R has grown rapidly over the past two decades and the number of users and packages is increasing at a near exponential rate. This rapid growth has prompted a number of formal and informal online and text resources, the volume of which is beginning to present challenges to novices learning R. Students are ...[more]

PMID: 28003881

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Project description:ObjectiveDespite recent advances in neuroscience highlighting its potential applications in the assessment and treatment of psychiatric disorders, the training of psychiatrists in neuroscience is lacking. However, it is not clear to what extent Canadian trainees are interested in further learning and using neuroscience in their daily clinical practice. This study explored the attitudes of Canadian psychiatry trainees with regard to neuroscience education and training by asking them to assess their own understanding of neuroscience and the perceived relevance of neuroscience knowledge to effective psychiatric practice.MethodsAn online questionnaire was sent to psychiatry residents at Canadian universities. This questionnaire consisted of self-assessments of neuroscience knowledge, attitudes toward neuroscience education, preferences in learning modalities, and interest in specific neuroscience topics.ResultsOne hundred and eleven psychiatry residents from psychiatry residency programs at Canadian universities responded to this survey. Participants represented trainees from all 5 years of residency. Almost half of all trainees (49.0%) reported their knowledge of neuroscience to be either "inadequate" or "less than adequate," and only 14.7% of trainees reported that they feel "comfortable" or "very comfortable" discussing neuroscience findings with their patients. 63.7% of Canadian trainees rated the quantity of neuroscience education in their residency program as either less than adequate or inadequate, and 46.1% rated the quality of their neuroscience education as "poor" or "very poor." The vast majority of participants (>70%) felt that additional neuroscience education would be moderately-to-hugely helpful in finding personalized treatments, discovering future treatments, destigmatizing patients with psychiatric illness, and understanding mental illness.ConclusionsCanadian trainees generally feel that their neuroscience knowledge and the neuroscience education they receive during their psychiatry residencies is inadequate. However, as the first step for any change, the majority of future Canadian psychiatrists are very motivated and have a positive attitude toward neuroscience learning.

Project description:BackgroundAbortion has been decriminalized in Canada since 1988 and is considered an essential medical service. There is concern that decreasing numbers of abortion providers may impair access to abortion. This study examined the quantity of exposure and education that Canadian family medicine residents receive on abortion during training and their preparation to provide abortions. In addition, the study assessed residents' attitudes, intention and expressed competency to provide abortion in future practice and the association between medical training and changes in these factors.MethodsThe authors developed a 21-item survey in consultation with experts in medical education. The survey was distributed online in 2016. A total of 1517 family medicine residents in their first, second and third year of training attending 8 English language schools across Canada were invited to participate. Associations between attitudes, education, exposure and intention were assessed using relative risks based on bivariate analysis of self-reported measures and odds ratios from ordered logistic regression.ResultsThe response rate was 28.7% (436/1517). The majority of residents, 79%, reported never observing or assisting with an abortion during training. Similarly, 80% of residents reported receiving less than 1 hour of formal education on abortion. Residents strongly supported receiving abortion education. Self reported exposure to a single abortion during training was associated with an increase in residents' intention (RR?=?1.95, 95% CI 1.54-2.47) and self-rated competency to provide a medical abortion (RR?=?2.16, 95% CI 1.60-2.93). Twenty five percent of residents were unaware of ethical and legal requirements towards abortion provision and referral.ConclusionsCanadian family medicine residents receive little education or exposure to abortion during training most do not feel competent to provide abortion services. Residents expressed strong support for receiving abortion training. The Canadian College of Family Physicians curriculum does not currently include abortion as a training objective. The authors argue there is a need for family medicine training programs to increase education and exposure to abortion during residency, while respecting residents' rights to opt out of such training. Failure to do so may impair future access to abortion provision.

Project description:BackgroundThe COVID-19 pandemic has disrupted the lives of many. Particularly, nursing students experience greater stress as their normal curriculum is interrupted and some of them face the risk of being infected as frontline workers. Nursing faculty members may face similar struggles, in addition to developing teaching materials for online learning. Thus, it is important to examine the faculty members' and students' views on their ability to adapt during the pandemic to obtain a holistic view of how learning and training has been affected.DesignThe descriptive cross-sectional quantitative design was used.SettingsData were collected from Southeast and East Asian Nursing Education and Research Network (SEANERN) affiliated nursing institutions from January 2021 to August 2021.ParticipantsA total of 1897 nursing students and 395 faculty members from SEANERN-affiliated nursing institutions in Cambodia, Hong Kong, Indonesia, Japan, Laos, Malaysia, Philippines, Singapore, Thailand and Vietnam were recruited for this study.MethodsQuantitative surveys were used to explore the satisfaction levels in education modalities, confidence levels, psychosocial well-being, sense of coherence and stress levels of nursing students and faculty members during the COVID-19 pandemic.ResultsParticipants were mostly satisfied with the new education modalities, although most students felt that their education was compromised. Both groups showed positive levels of psychosocial well-being, despite scoring low to medium on the sense of coherence scale and experiencing great stress. The participants' sense of coherence was positively correlated with their psychosocial well-being and negatively correlated with stress levels.ConclusionsWhile the COVID-19 pandemic had negatively impacted the lives of nursing students and faculty members, most of them had a healthy level of psychosocial well-being. Having a strong sense of coherence was associated with better psychosocial health and lower stress levels. As such, it may be helpful to develop interventions aimed at improving the sense of coherence of nursing students and staff to help them manage stressors better.

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Approaches to R education in Canadian universities.

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Approaches to R education in Canadian universities.

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