Joint analysis of interaction and psychological characteristics in english teaching based on multimodal integration.

The intersection of psychology and English teaching is profound, as the application of psychological principles not only guides specific English instruction but also elevates the overall quality of teaching. This paper takes a multimodal approach, incorporating image, acoustics, and text information, to construct a joint analysis model for English teaching interaction and psychological characteristics. The novel addition of an attention mechanism in the multimodal fusion process enables the development of an English teaching psychological characteristics recognition model. The initial step involves balancing the proportions of each emotion, followed by achieving multimodal alignment. In the cross-modal stage, the interaction of image, acoustics, and text is facilitated through a cross-modal attention mechanism. The utilization of a multi-attention mechanism not only enhances the network's representation capabilities but also streamlines the complexity of the model. Empirical results demonstrate the model's proficiency in accurately identifying five psychological characteristics. The proposed method achieves a classification accuracy of 90.40% for psychological features, with a commendable accuracy of 78.47% in multimodal classification. Furthermore, the incorporation of the attention mechanism in feature fusion contributes to an improved fusion effect.

Outdoor Office Work - An Interactive Research Project Showing the Way Out.

The physical boundaries of office work have become increasingly flexible. Work is conducted at multiple locations outside the office, such as at clients' premises, at home, in cafés, or when traveling. However, the boundary between indoor and outdoor environment seems to be strong and normative regarding how office work is performed. The aim of this study was to explore how office work may be conducted outdoors, understanding how it is being experienced by office employees and identifying its contextual preconditions. Based on a two-year interactive research project, the study was conducted together with a Swedish municipality. Fifty-eight participants engaged in the collaborative learning process, including 40 half-day workshops and reflective group discussions, co-interviews, and participants' independent experimentation of bringing work activities outdoors. Data was collected via interviews, group discussions and a custom-made mobile application. The results showed that a wide range of work activities could be done outdoors, both individually and in collaboration with others. Outdoor work activities were associated with many positive experiences by contributing to a sense of well-being, recovery, autonomy, enhanced cognition, better communication, and social relations, but also with feelings of guilt and illegitimacy. Conditions of importance for outdoor office work to happen and function well were found in the physical environment, where proximity to urban greenspaces stood out as important, but also in the sociocultural and organizational domains. Of crucial importance was managers' attitudes, as well as the overall organizational culture on this idea of bringing office work outdoors. To conclude, if working life is to benefit from outdoor office work, leaders, urban planners and policymakers need to collaborate and show the way out.

Understanding and preventing situations of abuse in health care - Navigation work in a Swedish palliative care setting.

In their everyday work, health professionals find themselves in situations that they perceive to be abusive to patients. Such situations can trigger feelings of shame and guilt, making efforts to address the problem among colleagues a challenge. This article analyzes how health professionals conceptualize abusive situations, and how they develop collective learning and explore preventive strategies. It is based on an interactive research collaboration with a hospice and palliative care clinic in Sweden during 2016-2017. The empirical material consists of group discussions and participant observations collected during interactive drama workshops for all clinic staff. Based on three types of challenges in the material, identified through thematic analysis, we establish the concept of navigation work to show how health professionals prevent or find ways out of challenging and potentially abusive situations. First, the navigation of care landscapes shows how staff navigate the different territories of the home and the ward, reflecting how spatial settings construct the scope of care and what professionals consider to be potentially abusive situations. Second, the negotiation of collective navigations addresses the professionals' shared efforts to protect patients through the use of physical and relational boundaries, or mediating disrupted relationships. Third, the navigation of tensions in care highlights professionals' strategies in the confined action space between coercing and neglecting patients who oppose necessary care procedures. Theoretically, the concept of navigation work draws upon work on care in practice, and sheds light on the particular kind of work care professionals do, and reflect on doing, in order to navigate the challenges of potentially abusive situations. By providing a perspective and shared vocabulary, the concept may also elicit ways in which this work can be verbalized, shared, and developed in clinical practice.

The complexity in the implementation process of empowerment-based chronic kidney care: a case study.

BACKGROUND: This study is part of an interactive improvement intervention aimed to facilitate empowerment-based chronic kidney care using data from persons with CKD and their family members. There are many challenges to implementing empowerment-based care, and it is therefore necessary to study the implementation process. The aim of this study was to generate knowledge regarding the implementation process of an improvement intervention of empowerment for those who require chronic kidney care. METHODS: A prospective single qualitative case study was chosen to follow the process of the implementation over a two year period. Twelve health care professionals were selected based on their various role(s) in the implementation of the improvement intervention. Data collection comprised of digitally recorded project group meetings, field notes of the meetings, and individual interviews before and after the improvement project. These multiple data were analyzed using qualitative latent content analysis. RESULTS: TWO FACILITATOR THEMES EMERGED: Moving spirit and Encouragement. The healthcare professionals described a willingness to individualize care and to increase their professional development in the field of chronic kidney care. The implementation process was strongly reinforced by both the researchers working interactively with the staff, and the project group. One theme emerged as a barrier: the Limitations of the organization. Changes in the organization hindered the implementation of the intervention throughout the study period, and the lack of interplay in the organization most impeded the process. CONCLUSIONS: The findings indicated the complexity of maintaining a sustainable and lasting implementation over a period of two years. Implementing empowerment-based care was found to be facilitated by the cooperation between all involved healthcare professionals. Furthermore, long-term improvement interventions need strong encouragement from all levels of the organization to maintain engagement, even when it is initiated by the health care professionals themselves.