Acceptance of virtual patients as a continuous professional development approach among practicing nurses in primary health care settings in a low-income country: a quasi-experimental posttest setup design.

BACKGROUND: Virtual patients are an educational technological approach used in healthcare education. Its distinctive features have rendered virtual patient technology appealing for the training of medical and healthcare students, particularly in the enhancement of clinical reasoning. Virtual patients are less often applied for continuous professional development for practicing healthcare providers, and there is a scarcity of studies exploring this possibility. This study aimed to assess the acceptability of nurses for using virtual patients as a continuous professional development approach. METHOD: The study used a quasi-experimental posttest setup design. The study was conducted in ten primary healthcare settings in Rwanda. Among 76 nurses who consented to participate in the study, 56 completed the intervention and responded to the study questionnaire. Following a one-week program of continuous professional development on four non-communicable diseases, the study used a self-administered questionnaire based on the Technology Acceptance Model 3 to collect data. Descriptive analysis served as the primary method for analyzing participants' responses. The study also used a correlation test to assess the relationship of variables. RESULTS: Across all items in the questionnaire, the median response tended towards either agree or strongly agree, with only a minority number of participants expressing strong disagreement, disagreement, or neutrality. The results indicated a significant positive correlation between perceived usefulness and behavior intention (p < 0.001). CONCLUSION: The findings indicate an acceptability and behavioral intention of adopting virtual patients as an alternative continuous professional development approach among nurses working at health centers in Rwanda or other locations with similar contexts.

Enhancing clinical reasoning for management of non-communicable diseases: virtual patient cases as a learning strategy for nurses in primary healthcare centers: a pre-post study design.

BACKGROUND: In Rwanda, nurses manage all primary care at health centres, and therefore are their clinical reasoning skills important. In this study, a web-based software that allows the creation of virtual patient cases (VP cases) has been used for studying the possibility of using VP cases for the continuous professional development of nurses in primary health care in Rwanda. Previous studies in pre-service education have linked VP cases with the enhancement of clinical reasoning, a critical competence for nurses. This study investigated the feasibility of continuous professional development through VP cases to further train in-service nurses in clinical reasoning. METHOD: The study used a pre-post test design. Initially, seventy-six participants completed a questionnaire as part of the pre-test phase, subsequently invited to engage with all four VP cases, and finally responded to the post-test questionnaire evaluating clinical reasoning skills. Fifty-six participants successfully completed the entire study process and were considered in the analysis. The primary outcomes of this study were evaluated using a paired t-test for the statistical analysis. RESULTS: The results show that the mean score of clinical reasoning increased significantly from the pre-test to the post-test for all four illness areas (p < 0.001). The study findings showed no statistically significant difference in participants' scores based on demographic factors, including whether they worked in urban or rural areas.  CONCLUSION AND RECOMMENDATION: Utilizing VP cases appears to significantly enhance the continuous professional development of nurses, fostering a deliberate learning process that enables them to reflect on how they manage cases and, in turn, refine their clinical reasoning skills. This study strongly recommends incorporating VP cases in the continuous professional development of nurses at the primary health level (health centers). This is especially pertinent in a context where nurses are required to perform diagnostic processes similar to those employed by physicians.

Medical Students' Learning About Other Professions Using an Interprofessional Virtual Patient While Remotely Connected With a Study Group: Mixed Methods Study.

BACKGROUND: Collaboration with other professions is essential in health care education to prepare students for future clinical teamwork. However, health care education still struggles to incorporate interprofessional education. Distance learning and virtual patients (VPs) may be useful additional methods to increase students' possibilities for interprofessional learning. OBJECTIVE: This study had two aims. The first was to assess if an interprofessional VP case could facilitate medical students' learning about team collaboration in online groups. The second was to assess how students experienced learning with the VP when remotely connected with their group. METHODS: A mixed methods design was used. The VP case was a 73-year-old man who needed help from different health professions in his home after a hip fracture. Questionnaires were answered by the students before and directly after each session. Qualitative group interviews were performed with each group of students directly after the VP sessions, and the interviews were analyzed using qualitative content analysis. RESULTS: A total of 49 third-year medical students divided into 15 groups participated in the study. Each group had 2 to 5 students who worked together with the interprofessional VP without a teacher's guidance. In the analysis of the group interviews, a single theme was identified: the interprofessional VP promoted student interaction and gave insight into team collaboration. Two categories were found: (1) the structure of the VP facilitated students' learning and (2) students perceived the collaboration in their remotely connected groups as functioning well and being effective. The results from the questionnaires showed that the students had gained insights into the roles and competencies of other health care professions. CONCLUSIONS: This study demonstrates that an interprofessional VP enabled insights into team collaboration and increased understanding of other professions among student groups comprising only medical students. The interprofessional VP seemed to benefit students' learning in an online, remote-learning context. Although our VP was not used as an interprofessional student activity according to the common definition of interprofessional education, the results imply that it still contributed to students' interprofessional learning.

Online learning for continuous professional development of healthcare workers: an exploratory study on perceptions of healthcare managers in Rwanda.

BACKGROUND: Due to outbreaks of new diseases, development of new treatment regimens and requirement of evidence-based practice, health professionals continuously need to acquire updated knowledge and skills. This type of learning is known as continuous professional development (CPD). The scarcity of skilled health care professionals in developing countries further increases the need of CPD. Traditionally, face-to-face approach has been preferred as the best mode of CPD. Currently, health professionals have started using online learning for continued professional growth in different parts of the world. Consequently, research studies from different settings are needed to investigate the significance of online learning for CPD. Therefore, the aim of this study was to investigate the importance and challenges attributed to online learning by the managers of health facilities in Rwanda. Moreover, the study aimed to identify the status of infrastructures that could support online CPD, and assess the perceived enhancement and barriers for implementing online CPD. METHODS: The study used a convergence mixed-method design to explore quantitative and qualitative data from 42 health care managers. A descriptive analysis was conducted on quantitative data while qualitative data were thematically analyzed to inform the study findings. RESULTS: It was revealed that 90.5% of managers, who participated in this study, consider positively the use of online learning for CPD. All managers acknowledged that online learning could improve the knowledge and practice skills of health care professionals. Nevertheless, 52.4% of health institutions who participated in this study currently do not use online for CPD. Participants demonstrated challenges such as the lack of access to digital devices, poor or lack of internet access, poor online learning design, low digital skills of healthcare professionals, lack of time dedicated to online learning, and heavy workload of staff. CONCLUSION: These findings indicate then that the managers of health institutions value the importance of online learning for CPD of health professionals. However, online learning should be designed to fit for the purpose and with a high consideration on needs and preferences of healthcare professionals and thereby improve information communication technology infrastructure that support online learning for CPD. Traditional in-person CPD courses are still recommended in health institutions with shortage in resources and technology. Also, the barriers of online CPD delivery such as low internet connectivity and lack of access to digital devices by healthcare professionals need to be co-creatively addressed through the pyramidal structure of the Rwandan health system.

Study protocol of a non-randomised controlled trial evaluating the effectiveness of the F@ce 2.0 programme: a person-centred, ICT-supported and interdisciplinary rehabilitation intervention after stroke.

INTRODUCTION: Knowledge is missing on use of information and communication technology (ICT), for example, mobile phones/tablets in rehabilitation after stroke. F@ce 2.0 is a person-centred, interdisciplinary intervention supported by ICT. The components of F@ce 2.0 intend to increase performance in daily activities and participation in everyday life for patients with stroke and their significant others. Based on previous feasibility studies, a full-scale evaluation is planned in Sweden. The aim is to implement and evaluate F@ce 2.0, regarding performance of daily activities and participation in everyday life, in comparison with ordinary rehabilitation among persons who have had stroke and significant others. Second, to increase knowledge about how the programme leads to a potential change by studying the implementation process and mechanisms of impact. METHODS AND ANALYSIS: Twelve rehabilitation teams (intervention n=7; control n=5) will recruit patients (n=160) who receive rehabilitation at home after stroke and their significant others. F@ce 2.0 is an 8-week intervention where patients, together with the team, formulate three activity goals regarding what they need and want to do in daily lives. The patients will receive short messages service (SMS) each morning reminding about goals, and in the evening to rate their performance during the day. Primary outcomes for patients: self-efficacy measured by the Self-Efficacy Scale; perceived performance in daily activities measured by the Canadian Occupational Performance Measure. Significant others: perceived caregiver burden measured by Caregiver Burden Scale. Qualitative interviews with team members delivering, patients receiving intervention and significant others will explore experiences of F@ce 2.0. A process evaluation applying a case-study design using mixed methods will be conducted. ETHICS AND DISSEMINATION: Approved by the Swedish Ethical Review Authority, Stockholm. Knowledge will be created for using ICT for rehabilitation of people after stroke in self-selected activities. Dissemination will include peer-reviewed publications, presentations at conferences, and information to stakeholders. TRIAL REGISTRATION NUMBER DETAILS: NCT04351178 .

Explainable AI for Data-Driven Feedback and Intelligent Action Recommendations to Support Students Self-Regulation.

Formative feedback has long been recognised as an effective tool for student learning, and researchers have investigated the subject for decades. However, the actual implementation of formative feedback practices is associated with significant challenges because it is highly time-consuming for teachers to analyse students' behaviours and to formulate and deliver effective feedback and action recommendations to support students' regulation of learning. This paper proposes a novel approach that employs learning analytics techniques combined with explainable machine learning to provide automatic and intelligent feedback and action recommendations that support student's self-regulation in a data-driven manner, aiming to improve their performance in courses. Prior studies within the field of learning analytics have predicted students' performance and have used the prediction status as feedback without explaining the reasons behind the prediction. Our proposed method, which has been developed based on LMS data from a university course, extends this approach by explaining the root causes of the predictions and by automatically providing data-driven intelligent recommendations for action. Based on the proposed explainable machine learning-based approach, a dashboard that provides data-driven feedback and intelligent course action recommendations to students is developed, tested and evaluated. Based on such an evaluation, we identify and discuss the utility and limitations of the developed dashboard. According to the findings of the conducted evaluation, the dashboard improved students' learning outcomes, assisted them in self-regulation and had a positive effect on their motivation.

Primary care consultations on emotional distress - a part of the acculturation process in patients with refugee backgrounds: a grounded theory approach.

BACKGROUND: Considering the global refugee crisis, there is an increasing demand on primary care physicians to be able to adequately assess and address the health care needs of individual refugees, including both the somatic and psychiatric spectra. Meanwhile, intercultural consultations are often described as challenging, and studies exploring physician-patient communication focusing on emotional distress are lacking. Therefore, the aim was to explore physician-patient communication, with focus on cultural aspects of emotional distress in intercultural primary care consultations, using a grounded theory approach, considering both the physician's and the patient's perspective. METHODS: The study was set in Region Stockholm, Sweden. In total, 23 individual interviews and 3 focus groups were conducted. Resident physicians in family medicine and patients with refugee backgrounds, originating from Somalia, Syria, Afghanistan and Iraq, were included. Data was analysed using a grounded theory approach. RESULTS: Over time, primary care patients with refugee backgrounds seemed to adopt a culturally congruent model of emotional distress. Gradual acceptance of psychiatric diagnoses as explanatory models for distress and suffering was noted, which is in line with current tendencies in Sweden. This acculturation might be influenced by the physician. Three possible approaches used by residents in intercultural consultations were identified: "biomedical", "didactic" and "compensatory". They all indicated that diagnoses are culturally valid models to explain various forms of distress and may thus contribute to shifting patient perceptions of psychiatric diagnoses. CONCLUSIONS: Physicians working in Swedish primary care may influence patients' acculturation process by inadvertently shifting their perceptions of psychiatric diagnoses. Residents expressed concerns, rather than confidence, in dealing with these issues. Focusing part of their training on how to address emotional distress in an intercultural context would likely be beneficial for all parties concerned.

Virtual patients reflecting the clinical reality of primary care - a useful tool to improve cultural competence.

BACKGROUND: Virtual patients are educational tools that may be described as case-based interactive computer simulations of clinical scenarios. In terms of learning outcomes, improved clinical reasoning skills and knowledge acquisition have been shown. For further exploring the role of virtual patients in medical education, a greater focus on context-specific cases, combined with suitable educational activities, has been suggested. A knowledge gap has been identified in cultural competence in primary care. As primary care physicians are often the main medical providers for patients with refugee backgrounds, they would probably benefit from improved training focusing on how to apply cultural competence in everyday work. Using virtual patient cases, as a complement to clinical training, may be one way forward. The aim of this study was therefore to explore a learner perspective on the educational use of a virtual patient system designed to contribute to training in cultural competence in a primary care context. METHODS: Three virtual patient cases portraying patients with refugee backgrounds were developed. The cases addressed various issues and symptoms common in primary care consultations, while also incorporating intercultural aspects. The system also provided the informants with individualized feedback. Primary care physicians and medical students were invited to test the cases and participate in an interview about their experience. Data was analyzed using qualitative content analysis. RESULTS: The analysis generated the theme Virtual patients might help improve cultural competence in physicians and medical students by complementing knowledge gained through the informal curriculum. Informants at different educational levels found it suitable as a tool for introducing the topic and for reflecting on one's own consultations. It could also compensate for the predominant informal manner of learning cultural competence, described by the informants. CONCLUSIONS: Virtual patients could be useful for gaining cultural competence in a primary care context. Advantages that could benefit learners at both pre- and post-graduate levels are decreased dependence on the informal curriculum and being presented with an illustrative way of how cultural competence may be applied in the consultation.

F@ce: a team-based, person-centred intervention for rehabilitation after stroke supported by information and communication technology - a feasibility study.

BACKGROUND: Globally, there is a growing use of Information and Communication Technology (ICT), including mobile phones, tablets and computers, which are being integrated into people's daily activities. An ICT-based intervention called F@ce was developed in order to provide a structure for the process in stroke rehabilitation and facilitate change by integrating a global problem-solving strategy using SMS alerts. The aim of the study was to evaluate the feasibility of i) F@ce within in-patient and primary care rehabilitation after stroke, ii) the study design and outcome measures used, and iii) the fidelity, adherence and acceptability of the intervention. METHODS: Three teams comprising occupational therapists and physiotherapists who work in neurological rehabilitation participated in a preparatory workshop on F@ce and then enrolled 10 persons with stroke to participate in the intervention. Goals were set using the Canadian Occupational Performance Measure (COPM) and the participants with stroke rated their performance and satisfaction with the activities associated with the three goals every day for 8 weeks. Data were collected at inclusion, at four and 8 weeks, using the COPM, Stroke Impact Scale, Frenchay Activities Index, Life Satisfaction Checklist, Self-Efficacy Scale, Hospital Anxiety and Depression Scale, Fatigue Severity Scale, follow-up survey, daily ratings on the web platform and logbooks. RESULTS: All of the participants showed increased scores in the primary outcome (COPM) and a clinically meaningful improvement of ≥2 points was found in four participants regarding performance and in six participants regarding satisfaction. Overall fidelity to the components of F@ce was good. The response rates to the F@ce web platform were 44-100% (mean 78%). All of the participants stated that F@ce had supported their rehabilitation. CONCLUSION: The results indicate that the most beneficial part of F@ce was the person-centred, goal-setting process and SMS alerts. All participants were satisfied with F@ce and highlighted the benefits of receiving daily alerts about their goals. This encouraged them to be more active. The only downside mentioned was that they felt under an obligation to practice, although this was described as "a positive obligation".

A virtual patient model for students' interprofessional learning in primary healthcare.

OBJECTIVES: Interprofessional education is important for increasing the quality of patient care, but organising it in primary healthcare is still challenging. The aim of this study was to develop and assess a virtual patient model for primary healthcare and to investigate students' perceptions of learning with this interprofessional virtual patient model. METHODS: The virtual patient case described a patient with several medical conditions who had returned home after surgery. The virtual patient included text files, short videos, and links to illustrate different health professions' roles in home care. Ten interprofessional groups with 39 students assessed the virtual patient from four different study programmes: nursing, physiotherapy, medicine, and occupational therapy. The students answered a questionnaire about how they perceived the usability of the virtual patient and participated in group interviews. Qualitative content analysis was used to analyse the data from the semi-structured group interviews. RESULTS: The analysis of the interviews resulted in four main categories: The virtual patient model facilitated the learning process; It was beneficial to have students from different programmes in the group when working with the virtual patient; Working with the virtual patient helped the students to understand the roles and competencies of their own and other professions and All professions are needed in clinical work in order to help the patient. The students perceived that the mixture of text and multimedia made the virtual patient seem authentic and stimulated their group discussions, which they valued most. The students gave generally high points for usability in the questionnaire, but they also gave input for improvement of the program in their comments. CONCLUSIONS: The interprofessional virtual patient model facilitated interactions and discussions between students and may be a useful complement for interprofessional education in clinical contexts and might be a suitable tool in preparing students for future teamwork.

The informal curriculum of family medicine - what does it entail and how is it taught to residents? A systematic review.

BACKGROUND: The informal curriculum is a seemingly well-explored concept in the realm of medical education. However, it is a concept with multiple definitions and the term "the hidden curriculum" is often used interchangeably. In short, they both refer to the implicit learning taking place outside the formal curriculum, encompassing both a trickling down effect of organizational values and attitudes passed on by a mentor or colleague. While the informal curriculum is a recurrent theme in medical education literature; it is seldom discussed in Family Medicine. As the informal curriculum is likely to be highly influential in the forming of future family practitioners, our aim was to explore the area further, with respect to the following: which elements of the informal curriculum are applicable in a Family Medicine context and what educational interventions for Family Medicine residents, visualizing the various educational elements of it, have been performed? METHODS: We conducted a systematic review comprising iterative literature searches and a narrative synthesis of the results. RESULTS: Twenty articles, published between 2000 and 2019, were included in the analysis which resulted in three partly interrelated themes comprising the informal curriculum in Family Medicine: gaining cultural competence, achieving medical professionalism and dealing with uncertainty. The themes on cultural competence and uncertainty seemed to be more contextual than professionalism, the latter being discussed in relation to the informal curriculum across other medical disciplines as well. Formalized training for Family Medicine residents in aspects of the informal curriculum appeared to be lacking, and in general, the quality of the few interventional studies found was low. CONCLUSIONS: Important aspects of being a family practitioner, such as cultural competence and dealing with uncertainty, are learned through a context-dependent informal curriculum. In order to ensure a more uniform base for all residents and to reduce the impact of the individual supervisor's preferences, complementary formalized training would be beneficial. However, to date there are too few studies published to conclude how to best teach the informal curriculum. TRIAL REGISTRATION: The systematic review was registered with Prospero; registration number CRD42018104819.

Why Medical Students Choose to Use or Not to Use a Web-Based Electrocardiogram Learning Resource: Mixed Methods Study.

BACKGROUND: Electrocardiogram (ECG) interpretation is a core competence and can make a significant difference to patient outcomes. However, ECG interpretation is a complex skill to learn, and research has showed that students often lack enough competence. Web-based learning has been shown to be effective. However, little is known regarding why and how students use Web-based learning when offered in a blended learning situation. OBJECTIVE: The aim of this paper was to study students' use of Web-based ECG learning resources which has not previously been studied in relation to study strategies. METHODS: A qualitative explanatory design using mixed methods was adopted to explore how medical students reason around their choice to use or not to use a Web-based ECG learning resource. Overall, 15 of 33 undergraduate medical students attending a course in clinical medicine were interviewed. Data on usage of the resource were obtained via the learning management system for all students. At the final examination, all the students answered a questionnaire on study strategies and questions about internet access and estimated their own skills in ECG interpretation. Furthermore, study strategies and use patterns were correlated with results from an ECG Objective Structured Clinical Examination (OSCE) and a written course examination. RESULTS: In total, 2 themes were central in the students' reasoning about usage of Web-based ECG: assessment of learning needs and planning according to learning goals. Reasons for using the Web resource were to train in skills, regarding it as a valuable complement to books and lectures. The main reasons for not using the resource were believing they already had good enough skills and a lack of awareness of its availability. Usage data showed that 21 students (63%) used the Web resource. Of these, 11 were minimal users and 10 were major users based on usage activity. Large variations were found in the time spent in different functional parts of the resource. No differences were found between users and nonusers regarding the OSCE score, final examination score, self-estimate of knowledge, or favoring self-regulated learning. CONCLUSIONS: To use or not to use a Web-based ECG learning resource is largely based on self-regulated learning aspects. Decisions to use such a resource are based on multifactorial aspects such as experiences during clinical rotations, former study experiences, and perceived learning needs. The students' own judgment of whether there was a need for a Web-based resource to achieve the learning goals and to pass the examination was crucial for their decisions to use it or not. An increased understanding of students' regulation of learning and awareness of variations in their ECG learning needs can contribute to the improvement of course design for blended learning of ECG contexts for medical students.

User evaluation of a novel SMS-based reminder system for supporting post-stroke rehabilitation.

BACKGROUND: According to WHO stroke is a growing societal challenge and the third leading cause of global disease-burden estimated using disability-adjusted life years. Rehabilitation after stroke is an area of mutual interest for health care in many countries. Within the health care sector there is a growing emphasis on ICT services to provide clients with easier access to information, self-evaluation, and self-management. ICT-supported care programs possible to use in clients' home environments are also recommended when there are long distances to the health care specialists. The aim of this study was to evaluate the technical usability of a SMS-based reminder system as well as user opinions when using such a system to assist clients to remember to perform daily rehabilitation activities, to rate their performance and to allow Occupational therapists (OT's) to track and follow-up clients' results over time. METHODS: Fifteen persons with stroke were invited to participate in the study and volunteered to receive daily SMS-based reminders regarding three activities to perform on a daily basis as well as answer daily SMS-based questions about their success rate during eight weeks. Clients, a number of family members, as well as OTs were interviewed to evaluate their opinions of using the reminder system. RESULTS: All clients were positive to the reminder system and felt that it helped them to regain their abilities. Their OTs agreed that the reminder and follow-up system was of benefit in the rehabilitation process. However, some technical and other issues were limiting the use of the system for some clients. The issues were mostly linked to the fact that the SMS system was based on a Swedish phone number, so that all messages needed to be sent internationally. CONCLUSION: In conclusion, it seems that this type of SMS-based reminder systems could be of good use in the rehabilitation process after stroke, even in low income counties where few clients have access to Internet or smart phones, and where access to healthcare services is limited. However, since the results are based on clients', OTs' and family members' expressed beliefs, we suggest that future research objectively investigate the intervention's beneficial effects on the clients' physical and cognitive health.

Quality of Research Practice - An interdisciplinary face validity evaluation of a quality model.

There are few acknowledged multidisciplinary quality standards for research practice and evaluation. This study evaluates the face validity of a recently developed comprehensive quality model that includes 32 defined concepts based on four main areas (credible, contributory, communicable, and conforming) describing indicators of research practice quality. Responses from 42 senior researchers working within 18 different departments at three major universities showed that the research quality model was-overall-valid. The vast majority believed all concepts in the model to be important, and did not indicate the need for further development. However, some of the sub-concepts were indicated as being slightly less important. Further, there were significant differences concerning 'communicable' between disciplines and academic levels, and for 'conforming' between genders. Our study indicates that the research quality model proposes the opportunity to move to a more systematic and multidisciplinary approach to research quality improvement, which has implications for how scientific knowledge is obtained.

Understanding how to improve physicians' paradigms for prescribing antibiotics by using a conceptual design framework: a qualitative study.

BACKGROUND: Antimicrobial resistance (AMR) is a growing public health threat. Primary care physicians are important inducers of the overuse of antimicrobials and inappropriate prescribing. Augmented reality (AR) might provide a potential educational tool in health care. The aim of this study was to identify the need for education and expectations for AR-based education in the context of improving the rational use of antibiotics by primary care physicians in China. METHODS: The study used a qualitative approach based on face-to-face interviews with eleven physicians from three community health service centers and stations in China. We used a hybrid thematic analysis approach to analyze the interview data. A conceptual design framework, mobile augmented reality education (MARE), guided the work. RESULTS: The physicians' personal prescription paradigms included problems regarding the way they diagnosed and chose treatments and prescriptions. Although the physicians mentioned that they should not treat patients with antibiotics without proof of a bacterial infection, in practice, they often did not wait for necessary test results before they prescribed antibiotics. It was also revealed that they often experienced difficulties when trying to convince patients to follow non-antibiotic treatments. Physicians' prescription of antibiotics was based on three different paths: if they thought there was a bacterial infection, if they thought preventing additional possible infections for the patient to be necessary; and if the patients requested antibiotics. The physicians expressed various learning needs for the rational use of antibiotics, and their expectations of an AR-based educational intervention included suggestions for contents, learning assets, learning environments and learning activities. CONCLUSIONS: The results showed that the physicians were not only unfamiliar with national guidelines on the use of antibiotics and local AMR patterns but also had personal paradigm issues related to the physicians' decision making. Moreover, the physicians provided meaningful insights into and expectations for possible AR-based education on AMR. In this article, we demonstrate how to apply the MARE framework to analyze the needs of educational interventions for rational use of antibiotics.

Using social network analysis to understand online Problem-Based Learning and predict performance.

Social network analysis (SNA) may be of significant value in studying online collaborative learning. SNA can enhance our understanding of the collaborative process, predict the under-achievers by means of learning analytics, and uncover the role dynamics of learners and teachers alike. As such, it constitutes an obvious opportunity to improve learning, inform teachers and stakeholders. Besides, it can facilitate data-driven support services for students. This study included four courses at Qassim University. Online interaction data were collected and processed following a standard data mining technique. The SNA parameters relevant to knowledge sharing and construction were calculated on the individual and the group level. The analysis included quantitative network analysis and visualization, correlation tests as well as predictive and explanatory regression models. Our results showed a consistent moderate to strong positive correlation between performance, interaction parameters and students' centrality measures across all the studied courses, regardless of the subject matter. In each of the studied courses, students with stronger ties to prominent peers (better social capital) in small interactive and cohesive groups tended to do better. The results of correlation tests were confirmed using regression tests, which were validated using a next year dataset. Using SNA indicators, we were able to classify students according to achievement with high accuracy (93.3%). This demonstrates the possibility of using interaction data to predict underachievers with reasonable reliability, which is an obvious opportunity for intervention and support.

Exploring the needs and possibilities of physicians' continuing professional development - An explorative qualitative study in a Chinese primary care context.

BACKGROUND: One component of the 2009 Chinese health care reform plan is to train general practitioners to improve the delivery of primary care services. This continuing professional development is expected to further improve the physicians' competencies to be general practitioners in primary care. Augmented reality-a combination of virtual information and the real environment-may enhance general practitioners' continuing professional development by allowing their learning experiences to overlap with their workplace practice. OBJECTIVE: To explore the needs, opportunities, and challenges involved in continuing professional development for Chinese physicians becoming competent general practitioners within primary care, with a special focus on the possibilities of applying augmented reality. METHODS: This study used a qualitative approach with semi-structured face-to-face interviews. Two managers and thirteen physicians (from four community health centers and stations) participated. The data were analyzed using a thematic inductive analysis approach. RESULTS: Based on our interviews, most of the physicians were not fully trained as general practitioners but still assumed the duties of that position; they were supposed to eventually become fully trained in line with the reforms of the Chinese primary care system. However, they reported a lack of in-service training opportunities to fulfill this goal. Even those who said that they had such opportunities perceived the efficacy of that training as being poor. The managers and most of the physicians reacted positively to the idea of using augmented reality in continuing professional development, and they suggested antibiotics treatment, surgery, and emergency care as learning areas in which augmented reality could be applied. CONCLUSIONS: Due to the Chinese reforms of the primary care system, both managers and the physicians themselves expect general practitioners to become qualified by engaging in continuing professional development. Both groups also regarded augmented reality as a potentially useful tool.

A feasibility study of a mobile phone supported family-centred ADL intervention, F@ce™, after stroke in Uganda.

BACKGROUND: There is a lack of evidence-based health services to reduce the impact of stroke in low-income countries at a personal, family or community level. The aim was to evaluate the feasibility of: i) a mobile phone supported family-centred intervention (F@ce™), and ii) the study design for evaluating the effects of the intervention on the perceived impact of stroke; perceived participation in everyday life; and self-efficacy in everyday activities amongst persons with stroke and their families in Uganda. METHODS: The study comprised a pre-post design with an intervention group (IG) receiving the F@ce™ and a control group (CG). The inclusion criteria's were: a) confirmed stroke diagnosis, b) access to and ability to use a mobile phone, c) ability to communicate in English and/or Luganda, d) > 18 years, e) residents in Kampala, and f) a Modified Rankin Scale level 2 to 4. The aim of the F@ceTM was to increase functioning in daily activities for persons living with the consequences of stroke, and participation in everyday life for persons with stroke and their families. The F@ce™ was an eight-week family-centred intervention, which entailed goal setting and problem-solving strategies, daily reminders and self-rated follow-ups of performance by short message service (SMS). Data were collected in the participants' home environment at baseline and after eight weeks. Data on acceptability of the F@ce™ and study procedures were collected by log-books and the responses of the SMS follow ups on the server. The primary outcomes were performance and satisfaction of valued daily activities in everyday life using the Canadian Occupational Performance Measure (COPM), self-efficacy in performance of activities in daily life. RESULTS: The IG comprised n = 13 and the CG n = 15. There were differences between the IG and CG in changes between baseline and follow-up in the primary outcomes COPM (performance component) and self-efficacy in favour of F@ce™. Overall with minor modifications the intervention and the study design were feasible for all participants involved. CONCLUSION: The results support the need for further research to rigorously evaluate the effects of F@ce™ since the intervention appears to be feasible for persons with stroke and their family members.

Circling the undefined-A grounded theory study of intercultural consultations in Swedish primary care.

Well-functioning physician-patient communication is central to primary care consultations. An increasing demand on primary care in many countries to manage a culturally diverse population has highlighted the need for improved communication skills in intercultural consultations. In previous studies, intercultural consultations in primary care have often been described as complex for various reasons, but studies exploring physician-patient interactions contributing to the understanding of why they are complex are lacking. Therefore, the aim of this study was to explore intercultural physician-patient communication in primary care consultations, generating a conceptual model of the interpersonal interactions as described by both the patients and the physicians. Using grounded theory methodology, 15 residents in family medicine and 30 foreign-born patients, the latter with Arabic and Somali as native languages, were interviewed. The analysis generated a conceptual model named circling the undefined, where a silent agreement on issues fundamental to the core of the consultation was inadequately presumed and the communicative behaviors used did not contribute to clarity. This could be a possible contributory cause of the perceived complexity of intercultural consultations. Identifying what takes place on an interpersonal level in intercultural consultations might be a first step towards building a common ground for increased mutual understanding, thereby bringing us one step closer to sharing, rather than circling the undefined.

How social network analysis can be used to monitor online collaborative learning and guide an informed intervention.

To ensure online collaborative learning meets the intended pedagogical goals (is actually collaborative and stimulates learning), mechanisms are needed for monitoring the efficiency of online collaboration. Various studies have indicated that social network analysis can be particularly effective in studying students' interactions in online collaboration. However, research in education has only focused on the theoretical potential of using SNA, not on the actual benefits they achieved. This study investigated how social network analysis can be used to monitor online collaborative learning, find aspects in need of improvement, guide an informed intervention, and assess the efficacy of intervention using an experimental, observational repeated-measurement design in three courses over a full-term duration. Using a combination of SNA-based visual and quantitative analysis, we monitored three SNA constructs for each participant: the level of interactivity, the role, and position in information exchange, and the role played by each participant in the collaboration. On the group level, we monitored interactivity and group cohesion indicators. Our monitoring uncovered a non-collaborative teacher-centered pattern of interactions in the three studied courses as well as very few interactions among students, limited information exchange or negotiation, and very limited student networks dominated by the teacher. An intervention based on SNA-generated insights was designed. The intervention was structured into five actions: increasing awareness, promoting collaboration, improving the content, preparing teachers, and finally practicing with feedback. Evaluation of the intervention revealed that it has significantly enhanced student-student interactions and teacher-student interactions, as well as produced a collaborative pattern of interactions among most students and teachers. Since efficient and communicative activities are essential prerequisites for successful content discussion and for realizing the goals of collaboration, we suggest that our SNA-based approach will positively affect teaching and learning in many educational domains. Our study offers a proof-of-concept of what SNA can add to the current tools for monitoring and supporting teaching and learning in higher education.