Work in Progress: The RICA Project: Rich, Immediate Critique of Antipatterns in Student Code

Rich, relevant, and immediate student feedback is a core ingredient supporting effective student learning. Feedback is particularly important for introductory computing courses where novice programmers are still learning the basic syntax and semantics of a programming language. Our project is aimed at detecting poor solutions to common problems, termed antipatterns, in student code and providing feedback that guides the student to better solutions. This paper discusses the first year of the project, specifically, the development of a Code Critiquer to detect antipatterns in student code and generate appropriate feedback. This important first step sets-up the project to advance knowledge about novice antipatterns and their detection. The use of these antipatterns and code critiquers in future classroom interventions will help the project improve our understanding of student learning, retention, and self-efficacy

Weaving Academic Grace into the Fabric of Online Courses and Faculty Training: First-Year Engineering Student Advice for Online Faculty During the COVID-19 Pandemic and Faculty Responses

Background: In the spring of 2020, COVID-19 forced the majority of higher education online, resulting in a wave of new online students uniquely positioned to offer fresh perspectives and advice to faculty. Purpose: This study investigated the advice offered to online faculty by first-year engineering (FYE) students who were forced online during the pandemic and faculty ideas to address the student advice. Methods: This multi-methods study included qualitative data from 233 FYE students (in 67 teams across four class offerings) who provided advice for online faculty through an end-of-year team assignment, leveraging analytic induction methods for analysis. The Quality Matters Online Instructor Skill Set was used as the theoretical framework for viewing the student results (Quality Matters, 2016). After being presented with the student results, 41 faculty participants within two workshops brainstormed ways to respond to FYEs’ advice. Faculty workshop participants organized their own brainstorming/discussion results by themes within community documents. Results: Students forced online expressed the following needs/desires: instructional design practices appropriate for the online environment; understanding, flexibility, and patience from their faculty (which we defined as Academic Grace); instructor social presence; appropriate pedagogy for online learning environments; effective assessment; technologically capable instructors; and instructor understanding of their institutional context. Faculty advised responding to online students with more Academic Grace. Conclusions: This work reveals a new competency missing from traditional online instructor skills, that of Academic Grace. To embed Academic Grace within online courses, we propose that faculty consider a flexible bichronous model for online courses, in which students can choose to attend synchronous live lectures/classes or cover the material asynchronously at their own convenience. In this model, lecture/class recordings and supplemental asynchronous materials should be provided to foster fluid student movement between the learning modes. We also recommend online faculty training efforts include the components of Academic Grace: understanding, flexibility, and patience

Small Water Bodies in Great Britain and Ireland: Ecosystem function, human-generated degradation, and options for restorative action

© 2018 Small, 1st and 2nd-order, headwater streams and ponds play essential roles in providing natural flood control, trapping sediments and contaminants, retaining nutrients, and maintaining biological diversity, which extend into downstream reaches, lakes and estuaries. However, the large geographic extent and high connectivity of these small water bodies with the surrounding terrestrial ecosystem makes them particularly vulnerable to growing land-use pressures and environmental change. The greatest pressure on the physical processes in these waters has been their extension and modification for agricultural and forestry drainage, resulting in highly modified discharge and temperature regimes that have implications for flood and drought control further downstream. The extensive length of the small stream network exposes rivers to a wide range of inputs, including nutrients, pesticides, heavy metals, sediment and emerging contaminants. Small water bodies have also been affected by invasions of non-native species, which along with the physical and chemical pressures, have affected most groups of organisms with consequent implications for the wider biodiversity within the catchment. Reducing the impacts and restoring the natural ecosystem function of these water bodies requires a three-tiered approach based on: restoration of channel hydromorphological dynamics; restoration and management of the riparian zone; and management of activities in the wider catchment that have both point-source and diffuse impacts. Such activities are expensive and so emphasis must be placed on integrated programmes that provide multiple benefits. Practical options need to be promoted through legislative regulation, financial incentives, markets for resource services and voluntary codes and actions

Implementation of an early rule-out pathway for myocardial infarction using a high-sensitivity cardiac troponin T assay.

OBJECTIVES: Patients with suspected acute coronary syndrome and high-sensitivity cardiac troponin (hs-cTn) concentrations below the limit of detection at presentation are low risk. We aim to determine whether implementing this approach facilitates the safe early discharge of patients. METHODS: In a prospective single-centre cohort study, consecutive patients with suspected acute coronary syndrome were included before (standard care) and after (intervention) implementation of an early rule-out pathway. During standard care, myocardial infarction was ruled out if hs-cTnT concentrations were <99th centile (14 ng/L) at presentation and at 6-12 hours after symptom onset. In the intervention, patients were ruled out if hs-cTnT concentrations were <5 ng/L at presentation and symptoms present for ≥3 hours or were ≥5 ng/L and unchanged within the reference range at 3 hours. We compared duration of stay (efficacy) and all-cause death at 1 year (safety) before and after implementation. RESULTS: We included 10 315 consecutive patients (64±16 years, 46% women) with 6642 (64%) and 3673 (36%) in the standard care and intervention groups, respectively. Duration of stay was reduced from 534 (IQR, 220-2279) to 390 (IQR, 218-1910) min (p<0.001) after implementation. At 1 year, all-cause death occurred in 10.9% (721 of 6642) and 10.4% (381 of 3673) of patients in the standard care group (referent) and intervention group, respectively (adjusted OR 1.02, 95% CI 0.88 to 1.18). CONCLUSION: In patients with suspected acute coronary syndrome, implementing an early rule-out pathway using hs-cTnT concentrations <5 ng/L at presentation reduced the duration of stay in hospital without compromising safety

Effect of Physical Activity Level on Biomarkers of Inflammation and Insulin Resistance Over 5 Years in Outpatients With Coronary Heart Disease (from the Heart and Soul Study)

Higher levels of physical activity are associated with lower rates of coronary heart disease (CHD). Previous studies have suggested that this is due partly to lower levels of inflammation and insulin resistance. The aim of this study was to determine whether physical activity level was associated with inflammation or insulin resistance during a 5-year period in outpatients with known CHD. A total of 656 participants from the Heart and Soul Study, a prospective cohort study of outpatients with documented CHD, were evaluated. Self-reported physical activity frequency was assessed at baseline and after 5 years of follow-up. Participants were classified as low versus high activity at each visit, yielding 4 physical activity groups: stable low activity, decreasing activity (high at baseline to low at year 5), increasing activity (low at baseline to high at year 5), and stable high activity. Year 5 markers of inflammation (C-reactive protein [CRP], interleukin-6, and fibrinogen) and insulin resistance (insulin, glucose, and glycated hemoglobin) were compared across the 4 activity groups. After 5 years of follow-up, higher activity was associated with lower mean levels of all biomarkers. In the fully adjusted regression models, CRP, interleukin-6, and glucose remained independently associated with physical activity frequency (log CRP, p for trend across activity groups = 0.03; log interleukin-6, p for trend = 0.01; log glucose, p for trend = 0.003). Subjects with stable high activity typically had the lowest levels of biomarkers. In conclusion, in this novel population of outpatients with known CHD followed for 5 years, higher physical activity frequency was independently associated with lower levels of CRP, interleukin-6, and glucose

Learning to Teach Well in Any Format: Examining the Effects of Online Teachers’ Training on University Faculty Teaching

In the 2018/2019 academic year, Michigan Technological University’s Faculty Senate voted to require all online instructors to be trained in current best practices of online teaching to be able to teach fully online courses. With the onset of the Spring 2020 pandemic, Michigan Tech informed all faculty that the senate policy requiring online teacher certification would be enforced for Fall 2020. The faculty body responded by completing the required training. This study surveyed the faculty who completed online teaching training from 2019 through 2021 to determine how that training changed their approach to the design of a course, a lesson, and their teaching in general. This work found that the training provided essential pedagogical and instructional design education absent in most Ph.D. programs, resulting in self-reported improvements in both online and in-person instruction. Additionally, the experience of learning online increased faculty empathy for students

A review of the nature and source of nutrient impairment in small streams: a desk based characterisation for targeted mitigation measures

Recent research has highlighted the need to refocus research and management on small streams to address wider catchment water quality and biodiversity concerns, together with the sustainable management of ecosystem services. A novel and transferable method for the characterisation of nutrients in non-compliant small streams in Ireland is presented. The method is based on the analyses of several, publicly available datasets, including historic water quality data, coupled with temporal correlations of hydro-meteorological data, and evaluations of biological index data, urban wastewater issues, and potential impacts across major catchment typologies. The study was able to identify priority areas for mitigation and propose potential mitigation strategies. Many of the small stream study sites were nutrient impaired, with more than half exceeding Water Framework Directive concentration thresholds for molybdate reactive phosphorus and total ammonia, and almost one-quarter exceeding non-statutory total oxidised nitrogen levels emerging from multiple sources and pressures. Mitigating these inputs is a priority. There is a clear need to address declining water quality in river networks in Ireland, and globally, and refocussing attention to the headwaters of fluvial systems, should make a significant contribution to this goal

Effect of Physical Activity Level on Biomarkers of Inflammation and Insulin Resistance Over 5 Years in Outpatients With Coronary Heart Disease (from the Heart and Soul Study)

Higher levels of physical activity are associated with lower rates of coronary heart disease (CHD). Prior studies suggest this is partly due to lower levels of inflammation and insulin resistance. We sought to determine whether physical activity level was associated with inflammation or insulin resistance during a 5-year period in outpatients with known CHD. We evaluated 656 participants from the Heart and Soul Study, a prospective cohort study of outpatients with documented CHD. Self-reported physical activity frequency was assessed at baseline and after 5 years of follow-up. Participants were classified as low versus high activity at each visit, yielding 4 physical activity groups: stable low activity, decreasing activity (high at baseline to low at Year 5), increasing activity (low at baseline to high at Year 5), and stable high activity. We compared Year 5 markers of inflammation (C-reactive protein [CRP], interleukin-6, and fibrinogen) and insulin resistance (insulin, glucose, and A1c) across the 4 activity groups. After 5-years of follow-up, higher activity was associated with lower mean levels of all biomarkers. In the fully adjusted regression models CRP, interleukin-6, and glucose remained independently associated with physical activity frequency (log CRP p-trend across activity groups = 0.03; log interleukin-6 p-trend = 0.01; log glucose p-trend = 0.003). Individuals with Stable High Activity typically had the lowest levels of biomarkers. In conclusion, in this novel population of outpatients with known CHD followed for 5 years, higher physical activity frequency was independently associated with lower levels of CRP, interleukin-6, and glucose