Collaborative learning processes in the context of a public health professional development program: a case study

The health promotion laboratory (HPL – Canada) is a public health professional development program building on a collaborative learning approach in order to support long-term practice change in local health services teams. This study aims to analyse the collaborative learning processes of two teams involved in the program during the first year of implementation. Based on a multiple case study design involving observations, interviews, and documentary sources, the study: (1) describes the learning process by which each team built a common understanding of the problem at hand and developed an intervention to address it; (2) identifies factors that facilitated or hindered these processes; and (3) proposes a cross-case explanation of the collaborative learning process in the HPL. The results demonstrate that the two teams learned by expanding their repertoire of actions, albeit experiencing different processes. Results point to the central role of shared mental models and key influencing factors, such as commitment and participation (team cohesion), team climate (psychological safety), and leadership style. Unlike previous studies on team learning that concentrated on existing teams in organisations, the current research studied purposely created teams working at transforming their practices and showed that they can successfully learn if specific conditions are achieved.     

A model for using a concept inventory as a tool for students' assessment and faculty professional development

This essay describes how the use of a concept inventory has enhanced professional development and curriculum reform efforts of a faculty teaching community. The Host Pathogen Interactions (HPI) teaching team is composed of research and teaching faculty with expertise in HPI who share the goal of improving the learning experience of students in nine linked undergraduate microbiology courses. To support evidence-based curriculum reform, we administered our HPI Concept Inventory as a pre- and postsurvey to approximately 400 students each year since 2006. The resulting data include student scores as well as their open-ended explanations for distractor choices. The data have enabled us to address curriculum reform goals of 1) reconciling student learning with our expectations, 2) correlating student learning with background variables, 3) understanding student learning across institutions, 4) measuring the effect of teaching techniques on student learning, and 5) demonstrating how our courses collectively form a learning progression. The analysis of the concept inventory data has anchored and deepened the team's discussions of student learning. Reading and discussing students' responses revealed the gap between our understanding and the students' understanding. We provide evidence to support the concept inventory as a tool for assessing student understanding of HPI concepts and faculty development.     

Dispositional flow as a mediator of the relationships between attentional control and approaches to studying during academic examination preparation

This study investigated how attentional control and study‐related dispositional flow influence students' approaches to studying when preparing for academic examinations. Based on information‐processing theories, it was hypothesised that attentional control would be positively associated with deep and strategic approaches to studying, and negatively associated with surface approach to studying. Based on flow theory, it was hypothesised that flow would partially mediate the relationships between attentional control and approaches to studying. A sample of 237 university students completed the Attentional Control Scale (ACS), the Dispositional Flow Scale‐2 (DFS‐2), the Approaches and Study Skills Inventory for Students (ASSIST) and the Evaluation Anxiety Scale (EVAN) one week before examinations. Multiple regressions supported all the hypothesised relationships. The implications of these findings are outlined.     

Towards Program Evaluation in Archives

A review of the archival literature, including records and information management, indicates that archivists’ have shown over the last two decades an interest in program evaluation. The sparceness of the literature on the subject suggests a gap in an articulate body of knowledge, based on solid theoretical and methodological foundations, for evaluation of archival programs and activities. However, if they have not particularly investigated the subject from a theoretical perspective, archivists have developed in their different organizations and working environment practical knowledge of and experience with program evaluation. In large corporations as well as in public bureaucracies, they have been part of or subjected to specific or generic program evaluation initiatives conducted by internal and external evaluators. But archivists might need now to go some steps further and to look from a critical perspective at what is needed in order to get full benefit from program evaluation.     

Machine and deep learning for sport-specific movement recognition: a systematic review of model development and performance

Objective assessment of an athlete’s performance is of importance in elite sports to facilitate detailed analysis. The implementation of automated detection and recognition of sport-specific movements overcomes the limitations associated with manual performance analysis methods. The object of this study was to systematically review the literature on machine and deep learning for sport-specific movement recognition using inertial measurement unit (IMU) and, or computer vision data inputs. A search of multiple databases was undertaken. Included studies must have investigated a sport-specific movement and analysed via machine or deep learning methods for model development. A total of 52 studies met the inclusion and exclusion criteria. Data pre-processing, processing, model development and evaluation methods varied across the studies. Model development for movement recognition were predominantly undertaken using supervised classification approaches. A kernel form of the Support Vector Machine algorithm was used in 53% of IMU and 50% of vision-based studies. Twelve studies used a deep learning method as a form of Convolutional Neural Network algorithm and one study also adopted a Long Short Term Memory architecture in their model. The adaptation of experimental set-up, data pre-processing, and model development methods are best considered in relation to the characteristics of the targeted sports movement(s).     

Football friends: adolescent boys’ friendships inside an English professional football (soccer) academy

This qualitative research draws on data from semi-structured, in-depth interviews to examine the friendships of 12 adolescent (14- and 15-year-old) boys within a professional football club Academy: a setting marked by competition for places. Findings highlight how boys fail to develop ‘deep’ friendships with other boys inside the club; their peer-relationships, even when described as ‘friendships’, are devoid of trust and emotional intimacy. Instead, ‘being mates’ is experienced within parameters of instrumentalism and individualism leading to superficial and inauthentic friendships. There is some indication that boys developed closer friendships with boys outside of the Academy, suggesting that competition is implicated negatively in friendship-building and hinders the capabilities of these boys to develop close friendships with teammates. Concluding this paper, we acknowledge limitations of our data, discuss implications and challenges for football academies, and highlight directions for future research.     

Relationship between perceived acculturation expectations and Muslim minority youth's acculturation and adaptation

Acculturation strategies have frequently been used to describe how members of ethnic minorities reconcile their heritage culture with the culture of their society of residence. Recently, studies have started to pay increased attention to the fact that the choice of acculturation strategy does not take place in a social vacuum. In the present study, we test whether the perception of assimilation expectations held by the societal majority (PSAE) as well as separation expectations held by ethnic peers (PESE) may be related to individuals’ own acculturation strategy. Furthermore, we investigate whether these perceived expectations are directly related to stress and indirectly to adaptation, mediated by acculturation strategies. All relationships were investigated using multi-group structural equation modeling with members from three Muslim minority groups: 301 German-Turks, 302 French-Maghrebis and 262 British-Pakistanis. Across the samples, PSAE was associated with higher degrees of stress. PESE was negatively related to integration, while it was positively related to separation. In addition, PESE was indirectly and negatively related with self-esteem and/or socio-cultural adaptation in all samples. The impact of societal assimilation expectation appears to be limited in this regard. In all, the present study suggests that perceived acculturation expectations may influence ethnic minorities’ acculturation strategy. The results also suggest that perceived expectations that contrast with individuals’ personal acculturation preference could result in higher levels of stress and lower levels of psychological and socio-cultural adaptation, mediated by acculturation strategies.