scholarly journals Insights for medical education: via a mathematical modelling of gamification

2021 ◽  
Vol 6 (2) ◽  
pp. 9-24
Author(s):  
De Zhang Lee ◽  
Jia Yi Choo ◽  
Li Shia Ng ◽  
Chandrika Muthukrishnan ◽  
Eng Tat Ang

Introduction: Gamification has been shown to improve academic gains, but the mechanism remains elusive. We aim to understand how psychological constructs interact, and influence medical education using mathematical modelling. Methods: Studying a group of medical students (n=100; average age: 20) over a period of 4 years with the Personal Responsibility Orientation to Self-Direction in Learning Scale (PRO-SDLS) survey. Statistical tests (Paired t-test) and models (logistic regression) were used to decipher the changes within these psychometric constructs (Motivation, Control, Self-efficacy & Initiative), with gamification as a tool. Students were encouraged to partake in a maze (10 stations) that challenged them to answer anatomical questions using potted human specimens. Results: We found that the combinatorial effects of the maze and Script Concordance Test (SCT) resulted in a significant improvement for “Self-Efficacy” and “Initiative” (p<0.05). However, the “Motivation” construct was not improved significantly with the maze alone (p<0.05). Interestingly, the “Control” construct was eroded in students not exposed to gamification (p<0.05). All these findings were supported by key qualitative comments such as “helpful”, “fun” and “knowledge gap” by the participants (self-awareness of their thought processes). Students found gamification reinvigorating and useful in their learning of clinical anatomy. Conclusion: Gamification could influence some psychometric constructs for medical education, and by extension, the metacognition of the students. This was supported by the improvements shown in the SCT results. It is therefore proposed that gamification be further promoted in medical education. In fact, its usage should be more universal in education.

2019 ◽  
Author(s):  
Rosa Michaelis ◽  
Stephanie Meyer ◽  
Markus Reuber ◽  
Catrin Schöne

Author(s):  
Unoma B. Comer ◽  
Suki Stone

Teacher burnout as the result of poor career choice and decision making plagues new teachers in the field of education, as well as special education. This chapter introduces theories of moral development and self-efficacy that explain the thought processes of teachers whose expectations in the field do not match the reality of teacher practice. Therefore, their decision making to enter the field contributes to early teacher burnout. Three case studies are described as examples to understand how the psychology of choice determines the factors that result in burnout. The chapter describes how the teachers' decisions relate to the psychology of moral development theory and self-efficacy theory for their career choice. Their behavior and attitude as a teacher relates to their catastrophic choices. The chapter presents suggestions that teachers can implement to make better decisions for their career choice.


2017 ◽  
Vol 1 (S1) ◽  
pp. 45-45
Author(s):  
Candace Chow ◽  
Carrie L. Byington ◽  
Lenora M. Olson ◽  
Karl Ramirez ◽  
Shiya Zeng ◽  
...  

OBJECTIVES/SPECIFIC AIMS: Knowing how to deliver culturally responsive care is of increasing importance as the nation’s patient population diversifies. However, unless cultural competence is taught with an emphasis on self-awareness (Wear, 2007) and critical consciousness (Kumagai and Lypson, 2009) learners find this education ineffective (Beagan, 2003). This study examines how physicians perceive their own social identities (eg, race, socio-economic status, gender, sexual orientation, religion, years of experience) and how these self-perceptions influence physician’s understandings of how to practice culturally responsive care. METHODS/STUDY POPULATION: This exploratory study took place at a university in the Intermountain West. We employed a qualitative case study method to investigate how academic physicians think about their identities and approaches to clinical care and research through interviews and observations. In total, 25 participants were enrolled in our study, with efforts to recruit a diverse sample with respect to gender and race as well as years of experience and specialty. Transcriptions of interviews and observations were coded using grounded theory. One major code that emerged was defining experiences: instances where physicians reflected on both personal and professional life encounters that have influenced how they think about themselves, how they understand an aspect of their identity, or why this identity matters. RESULTS/ANTICIPATED RESULTS: Two main themes emerged from an analysis of the codes that show how physicians think about their identities and their approaches to practice. (1) Physicians with nondominant identities (women, non-White) could more easily explain what these identities mean to them than those with dominant identities (men, White). For example, women in medicine had much to say about being a woman in medicine, but men had barely anything to say about being a man in medicine. (2) There was a positive trend between the number of defining experiences a physician encountered in life and the number of connections they made between their identities and the manner in which they practiced, both clinically and academically. It appeared that physicians who have few defining experiences made few connections between identity and practice, those with a moderate number of experiences made a moderate number of connections, and those with many experiences made many connections. Physicians who mentioned having many defining experiences were more likely to be able to articulate how those experiences were incorporated into their approaches to patient care. DISCUSSION/SIGNIFICANCE OF IMPACT: (1) According to literature in multicultural education, those with dominant identities do not think about their identities because they do not have to (Johnson, 2001). One privilege of being part of the majority is not having to think about life from a minority perspective. This helps to explain why women and non-White physicians in this study had more anecdotes to share about these identities—because they have had defining experiences that prompt reflection on these identities. (2) We propose that struggles and conflict are what compel physicians to reflect on their practice (Eva et al., 2012). Our findings suggest that physicians are more prepared to apply what they have learned from their own identity struggles in delivering culturally responsive care when they have had more opportunities to reflect on these identities and situations. Findings from this study have implications for transforming approaches to medical education. We suggest that medical education should provide learners with the opportunity to reflect on their life experience, and that providers may need explicit instruction on how to make connections between their experiences and their practice.


2017 ◽  
Vol 24 (4) ◽  
pp. 215-224 ◽  
Author(s):  
Rosa Michaelis ◽  
Christina Niedermann ◽  
Bettina Berger

Background: Epilepsy is a serious, common and chronic neurological condition characterized by an increased disposition to suffer occasional seizures. Psychological interventions may enhance the well-being of individuals with epilepsy. So far, no qualitative study has investigated the complex effects of psychotherapeutic interventions in epilepsy. Methods: This study examined the questions as to if and how the participation in a patient-centered 6-month resource-oriented mindfulness-based intervention would enhance an individual's well-being and sense of self-efficacy. Pre- and post-intervention semi-structured interviews were conducted with a total of 9 participants. Qualitative data analysis (Mayring) in an inter-professional group was combined with the evaluation of the Quality of Life in Epilepsy Inventory-31. The case reports follow the CAse REport Guidelines for Anthroposophic Art Therapies (CARE-AAT). To show the diverse nature of individual intervention objectives, we chose the single case study format, contrasting 2 participants with diagnosed focal epilepsy. Results: Pre-intervention deductive and inductive outcome categories revealed high levels of stress regarding personal seizure experience and loss of autonomy, for both participants. Post-intervention interviews consist of increased seizure-related self-efficacy and self-awareness: while minimizing the debilitating impact of the seizures on her life was relevant to Iris, Carl developed a personalized aura interruption technique. Conclusions: These qualitative case analyses suggest that enhanced psychological well-being and even positive medical results may be achieved when epilepsy care focuses on the wishes that are most meaningful to the individual. The possibility of improving the quantitative evaluation of the effects of psychotherapeutic interventions needs to be explored.


2016 ◽  
Vol 38 (5) ◽  
pp. 995-1017 ◽  
Author(s):  
NICOLE ALLENDEN ◽  
PETER BOMAN ◽  
AMANDA MERGLER ◽  
MICHAEL J. FURLONG

ABSTRACTThis study investigated whether five positive psychological constructs (self-efficacy, gratitude, grit, hope and optimism) had a combined effect on levels of depression. The co-occurrence of these psychological factors, defined as an example of covitality, was examined in relation to predicting lower levels of depression. Participants were 278 retirees living in Brisbane, Australia. Each participant completed either an online or hard-copy self-report, related to positive psychological functioning. A standard multiple regression found that self-efficacy, grit, optimism and hope were individually all significant predictors of depression (small effect sizes); however, the combinatorial relation of all these four factors with depression was substantial (R2 = 0.34; large effect size). Gratitude was not a significant predictor. While no causality can be inferred from this cross-sectional study, having a combination of positive psychological factors might have an effect on levels of depression in retirement.


2018 ◽  
Vol 94 (1112) ◽  
pp. 354-356
Author(s):  
Philip D Welsby

Human brains have about 100 billion neurons each with about 1000 dendritic connections with other neurons giving a total of 100 000 billion deterministic dendritic switches. Various voting systems that the brain may use can produce conflicting results from identical inputs without any indication as to which one or ones would be correct. Voting systems cannot deliver unequivocal results in any other than the simplest situations. It is hypothesised that these conflicting results provide an indeterminacy that underlies free will, self-awareness, awareness of others, consciousness and personal responsibility, all of which can influence doctor-patient interactions.


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