Using Sentiment Analytics to Understand Learner Experiences in Serious Games

2022 ◽  
pp. 145-165
Author(s):  
Linda William ◽  
Ruan Yang
Keyword(s):  
Serious Games ◽  
Teaching And Learning ◽  
Serious Game ◽  
Knowledge And Skills ◽  
Motivate Learning

A serious game has been introduced as an alternative tool to support teaching and learning. It integrates entertainment and non-entertainment elements to encourage the voluntary learning of knowledge and skills. One of the essential entertainment elements in the serious game to motivate learning is the enjoyment element. However, studies on models to analyze this enjoyment element are still limited. Most models present isolated and specific approaches for specific games that cannot scale to other games. In this chapter, a generic enjoyment analytics framework is proposed. The framework aims to capture learners' enjoyment experience using open-ended feedback, analyze the feedback using sentiment analytics models, and visualize the results in an interactive dashboard. Using this framework, the lecturers would interpret the learners' experience towards the topic and the game and capture difficulties the learners may encounter during the game. It would help the lecturers to decide follow-up actions required for the learners to improve the learning.

scholarly journals Serious Games: herramientas para el aprendizaje / An Experience of Serious Game as a Learning Tool

2014 ◽  
Vol 1 (1) ◽  
Author(s):  
Noemí Pena Miguel ◽  
Máximo Sedano-Hoyuelos
Keyword(s):  
High School ◽  
High School Students ◽  
Vocational Training ◽  
Serious Games ◽  
Teaching And Learning ◽  
New Technologies ◽  
Educational Games ◽  
Serious Game ◽  
Added Value ◽  
School Students

ABSTRACTThe introduction of new technologies in society has created a need for interactive contents that can make the most of the potential that technological advances offer. Serious games as educational games are such content: they can be defined as video games or interactive applications whose main purpose is to provide not only entertainment but also training and enhancing skills in areas such as health, marketing, education, etc. The game was associated with childhood and youth but serious games search for promoting, strengthening and giving added value to the teaching and learning process for all ages. One of the most crucial factors for successful educational games is their ability to maintain an individual learner’s motivation and interest by adapting the individual learning and gaming experience to each learner’s needs, preferences, goals, and abilities. For this reason, Serious Games need tutoring and dynamization. The aim of this paper is to analyze a specific experience success in the use of Serious Games for training. It details how this serious game can enhance different skills in each of the phases of the game. This Serious Game was used to promote innovation among High School students and students at Vocational Training Centres. The users must manage a supermarket trying to get the best results possible by taking a series of both strategic and operational decisions. Through an econometric regression model, we have analyzed the results of its use by a group of High School students and Vocational Training School students.RESUMENLos Serious Games son juegos cuyo fin va más allá del mero entretenimiento y persiguen transmitir contenidos, valores, potenciar habilidades y competencias e incluso servir como herramienta de marketing al utilizarse como medio publi-citario. En los últimos años, las TIC han ido tomando protagonismo en el ámbito educativo y formativo y los Serious Games están jugando un papel fundamental como herramientas formativas. El juego anteriormente se asociaba a las etapas de la infancia y la juventud pero los Serious Games pretenden potenciar, reforzar y dar un valor añadido importante al proceso de enseñanza y al proceso de aprendizaje para todas las edades. No obstante, para que los Serious Games alcancen todo su potencial como herramienta en el proceso de aprendizaje, es necesario complementarlos con una buena tutorización y dinami-zación que guíe dicho aprendizaje. Sin duda, sin la labor tutorial, los Serious Games pierden eficacia en su objetivo de poten-ciar el aprendizaje. El objeto de estudio del presente trabajo es analizar una experiencia de éxito concreta en el uso de los Serious Games para el ámbito formativo. En él se detalla cómo a través de un juego que se ha utilizado entre los alumnos de Bachillerato y Formación Profesional se pueden potenciar diferentes competencias en cada una de las fases del mismo. En él, el usuario debe gestionar un supermercado tratando de obtener los mejores resultados posibles tomando una serie de decisio-nes tanto estratégicas como operativas. A través de un modelo econométrico de regresión de elaboración propia analizaremos los resultados obtenidos en su utilización por un grupo de estudiantes de Formación Profesional y Bachillerato. Contacto principal: [email protected]

scholarly journals Observation and analysis of a classroom teaching and learning practice based on augmented reality and serious games on mobile platforms

2015 ◽  
Vol 2 (2) ◽  
Author(s):  
Sylvie Barma ◽  
Sylvie Daniel ◽  
Nathalie Bacon ◽  
Marie-Andrée Gingras ◽  
Mathieu Fortin
Keyword(s):  
Augmented Reality ◽  
Serious Games ◽  
Teaching And Learning ◽  
Teaching Practice ◽  
Serious Game ◽  
College Level ◽  
Mobile Platforms ◽  
Evaluation Questionnaire ◽  
Written Responses ◽  
Teaching Learning

This qualitative research is part of a learning effort to better understand how serious games are exploited in a science education context. The research team examined this issue by focusing on augmented reality as a technological innovation imbedded on a tablet. Given the current state of knowledge related to serious games and augmented reality, and given the fact that its use in the context of teaching/learning is not extended, this paper focuses on an initial exploration of how a new teaching practice involving a serious game based on an interactive augmented reality solution would impact on students in a physics class. A Design Based Research methodology was applied in a real‑world context within a college‑level physics class. Two conceptual tests containing ten questions on spatial notions regarding electromagnetic fields were administered to two control groups and two groups using the proposed serious game. The latter groups were administrated a game evaluation questionnaire as well. Thematic interpretation of students written responses to the evaluation questionnaire as well as the lessons and observations we derived from the in-class experimentation are provided and discussed in the paper.

scholarly journals Serious Game Design: Presenting a New Generic Creative Reflection Framework

2020 ◽  
Vol 15 (19) ◽  
pp. 247
Author(s):  
Fatima-Zohra El Arroum ◽  
Mostafa Hanoune ◽  
Youness Zidoun
Keyword(s):  
Game Design ◽  
Serious Games ◽  
Teaching And Learning ◽  
Digital Natives ◽  
Serious Game ◽  
Learning Method ◽  
Technical Consideration ◽  
New Model ◽  
Thematic Synthesis ◽  
Reflection Model

Serious games are transcending the way of teaching and learning nowadays. Since serious games balance playful and educational aspects, it constitutes a privileged learning method for the digital natives. However, they are ubiquitous in today's society and their stakes and assets remain largely fuzzy. This paper describes different models and frameworks for serious game design. Between theoretical and technical consideration, authors propose a new reflection model that aims to help pedagogues guiding their conception of serious games. This model is a result of a thematic synthesis analyzing more than 40 texts offering a three-layered model covering the simplest to the most advanced design. Three study cases are announced to be conducted by the end of this year in order to challenge and evaluate this new model.

MODELING USING PHET SIMULATIONS IN TEACHING PHYSICS AT SECONDARY SCHOOL

2020 ◽  
Vol 11 (1) ◽  
pp. 199-203
Author(s):  
Hristina Petrova ◽  
Keyword(s):  
Secondary School ◽  
Group Work ◽  
Physics Education ◽  
Teaching And Learning ◽  
Education Technology ◽  
Cognitive Activity ◽  
Student Group ◽  
Knowledge And Skills ◽  
Demonstration Experiment ◽  
Teaching Physics

A particularly important aspect of learning physics is using models of physical objects, processes and phenomena. Modeling is an important component of learning and cognitive activity. This determines its importance for the formation and development of students’ knowledge and skills. The Physics Education Technology (PhET) project creates useful simulations for teaching and learning physics and makes them freely available on the PhET web site: http://phet.colorado.edu The simulations are interactive, animated and visual. Some ideas for their using in physics education are presented. They can be used in various of ways, including demonstration experiment as part of lecture, student group work or individual worksheets, homework assignments or labs. The possibility for using simulations in remote education is considered. Students are given interactive assignments. They include interactive problems in the form of computer simulation and questions related to it. The students work with data which they analyze and present tabular and graphically. This approach suggest activities based on enquiry. In result their motivation and interest in physics increases.

Expansão Tecnológica de um Serious Game Voltado ao Ensino de Geometria Plana Baseado no Geoplano

2018 ◽  
Vol 2 (1) ◽  
pp. 6
Author(s):  
Ingrid Luana Almeida Da Silva ◽  
Deynne A Silva ◽  
Ronei M. Moraes ◽  
Liliane S. Machado
Keyword(s):  
Serious Games ◽  
Naive Bayes ◽  
Naïve Bayes ◽  
Serious Game

Serious Games são uma categoria especial de jogos que possuem um propósito que vai além da diversão, e por isso podem ser utilizados para promover propaganda, conscientização, ensino e treinamento. O GeoplanoPEC e o GeoplanoMob são serious games educacionais, baseados nas atividades realizadas em um tabuleiro chamado Geoplano, desenvolvidos pelo Laboratório de Tecnologias para o Ensino Virtual e Estatística (LabTEVE) da UFPB. Esses serious games buscam apoiar o aprendizado de geometria plana e o GeoplanoPEC foi desenvolvido considerando as configurações dos computadores das escolas públicas da Paraíba, enquanto que o GeoplanoMob foi desenvolvido considerando os telefones celulares com capacidade de executar aplicativos gráficos. Na época em que os serious games foram implementados, essas plataformas não possuíam muita capacidade computacional e, devido a essa limitação, os jogos tiveram que direcionar sua jogabilidade para o trabalho com perímetros de quadrados. No GeoplanoPEC, a disputa acontece através do desenho de quadrados com perímetro obtido através da multiplicação da face de dois dados e pode ocorrer entre dois jogadores ou entre um jogador e o computador, no qual as jogadas do computador são realizadas por uma inteligência baseada em redes Bayesianas do tipo Naive Bayes. O GeoplanoMob foi desenvolvido para uma plataforma ainda mais limitada quando comparada aos computadores pessoais. Dessa forma não foi possível implantar o sistema inteligente naquela versão do jogo, ocasionando numa alteração no desafio que passou a consistir na realização individual de desenhos a partir de instruções fornecidas por um personagem do jogo. O avanço tecnológico das plataformas móveis e a proliferação destas no ambiente escolar tornou possível a elaboração de uma nova versão dos jogos para a plataforma Android, que expande as funcionalidades das versões anteriores. Com o objetivo de ampliar o escopo de sua utilização nas escolas, a nova versão explora o perímetro e a área de formas geométricas como quadrados, losangos, retângulos, paralelogramos, trapézios e triângulos.

scholarly journals An evaluation of the implementation of quality improvement (QI) in primary care dentistry: a multi-method approach

2021 ◽  
Vol 10 (2) ◽  
pp. e000839
Author(s):  
Heather Cassie ◽  
Vinay Mistry ◽  
Laura Beaton ◽  
Irene Black ◽  
Janet E Clarkson ◽  
...  
Keyword(s):  
Primary Care ◽  
Quality Improvement ◽  
Case Studies ◽  
Quality Care ◽  
Theoretical Domains Framework ◽  
Team Members ◽  
Knowledge And Skills ◽  
Scottish Government ◽  
The Impact

ObjectivesEnsuring that healthcare is patient-centred, safe and harm free is the cornerstone of the NHS. The Scottish Patient Safety Programme (SPSP) is a national initiative to support the provision of safe, high-quality care. SPSP promotes a coordinated approach to quality improvement (QI) in primary care by providing evidence-based methods, such as the Institute for Healthcare Improvement’s Breakthrough Series Collaborative methodology. These methods are relatively untested within dentistry. The aim of this study was to evaluate the impact to inform the development and implementation of improvement collaboratives as a means for QI in primary care dentistry.DesignA multimethod study underpinned by the Theoretical Domains Framework and the Kirkpatrick model. Quantitative data were collected using baseline and follow-up questionnaires, designed to explore beliefs and behaviours towards improving quality in practice. Qualitative data were gathered using interviews with dental team members and practice-based case studies.ResultsOne hundred and eleven dental team members completed the baseline questionnaire. Follow-up questionnaires were returned by 79 team members. Twelve practices, including two case studies, participated in evaluation interviews. Findings identified positive beliefs and increased knowledge and skills towards QI, as well as increased confidence about using QI methodologies in practice. Barriers included time, poor patient and team engagement, communication and leadership. Facilitators included team working, clear roles, strong leadership, training, peer support and visible benefits. Participants’ knowledge and skills were identified as an area for improvement.ConclusionsFindings demonstrate increased knowledge, skills and confidence in relation to QI methodology and highlight areas for improvement. This is an example of partnership working between the Scottish Government and NHSScotland towards a shared ambition to provide safe care to every patient. More work is required to evaluate the sustainability and transferability of improvement collaboratives as a means for QI in dentistry and wider primary care.

scholarly journals Effectiveness of a serious game addressing guideline adherence: cohort study with 1.5-year follow-up

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Tobias Raupach ◽  
Insa de Temple ◽  
Angélina Middeke ◽  
Sven Anders ◽  
Caroline Morton ◽  
...  
Keyword(s):  
Effect Size ◽  
Clinical Decision Making ◽  
Hypertensive Crisis ◽  
Prospective Trial ◽  
Virtual Patient ◽  
Serious Game ◽  
Diagnostic Methods ◽  
Strong Impact ◽  
Training Phase

Abstract Background Patients presenting with acute shortness of breath and chest pain should be managed according to guideline recommendations. Serious games can be used to train clinical reasoning. However, only few studies have used outcomes beyond student satisfaction, and most of the published evidence is based on short-term follow-up. This study investigated the effectiveness of a digital simulation of an emergency ward regarding appropriate clinical decision-making. Methods In this prospective trial that ran from summer 2017 to winter 2018/19 at Göttingen Medical University Centre, a total of 178 students enrolled in either the fourth or the fifth year of undergraduate medical education took six 90-min sessions of playing a serious game (‘training phase’) in which they managed virtual patients presenting with various conditions. Learning outcome was assessed by analysing log-files of in-game activity (including choice of diagnostic methods, differential diagnosis and treatment initiation) with regard to history taking and patient management in three virtual patient cases: Non-ST segment elevation myocardial infarction (NSTEMI), pulmonary embolism (PE) and hypertensive crisis. Fourth-year students were followed up for 1.5 years, and their final performance was compared to the performance of students who had never been exposed to the game but had otherwise taken the same five-year undergraduate course. Results During the training phase, overall performance scores increased from 57.6 ± 1.1% to 65.5 ± 1.2% (p < 0.001; effect size 0.656). Performance remained stable over 1.5 years, and the final assessment revealed a strong impact of ever-exposure to the game on management scores (72.6 ± 1.2% vs. 63.5 ± 2.1%, p < 0.001; effect size 0.811). Pre-exposed students were more than twice as likely to correctly diagnose NSTEMI and PE and showed significantly greater adherence to guideline recommendations (e.g., troponin measurement and D-dimer testing in suspected PE). Conclusions The considerable difference observed between previously exposed and unexposed students suggests a long-term effect of using the game although retention of specific virtual patient cases rather than general principles might partially account for this effect. Thus, the game may foster the implementation of guideline recommendations.

scholarly journals Teaching Mathematics during the COVID-19 Lockdown in a Context of Historical Disadvantage

2021 ◽  
Vol 11 (4) ◽  
pp. 177
Author(s):  
Brantina Chirinda ◽  
Mdutshekelwa Ndlovu ◽  
Erica Spangenberg
Keyword(s):  
South Africa ◽  
South African ◽  
Mathematics Teachers ◽  
Education System ◽  
Teaching And Learning ◽  
Face To Face ◽  
Global Pandemic ◽  
Education Community ◽  
South African Education

The COVID-19 global pandemic widely affected education across the world and engendered unprecedented scenarios that required expeditious responses. In South Africa, the pandemic came on top of pre-existing inequalities in the education system. Using a qualitative research method of exploratory and descriptive nature, this study engaged a social justice framework to explore the teaching and learning of mathematics during the COVID-19 lockdown in a context of historical disadvantage. A sample of twenty-three Grade 12 mathematics teachers at various public secondary schools in Gauteng, South Africa was used in the study. The teachers were selected through purposive sampling. A Google-generated open-ended questionnaire and follow-up telephonic interviews were used to collect data. Data were analysed thematically in five steps. The findings revealed that the WhatsApp platform is a valuable tool that can support the teaching and learning of mathematics beyond the classroom in the contexts of historical disadvantage. The findings also provided insights into how mathematics teachers became learners themselves during emergency remote teaching (ERT) as they had to adapt to digital teaching, find solutions to unfamiliar problems and acquire knowledge from a larger mathematics education community around the globe. The article discusses these findings and teachers’ challenges of transitioning from traditional face-to-face classrooms to ERT and how they were addressed. At the time of publishing the article, most learners in South Africa had started going to school on a rotational basis. Nonetheless, the study reported in this article is of importance as ERT in the context of historical disadvantage has foregrounded issues of inequality in the South African education system that must be dealt with urgently.

Serious Games as a Complementary Tool for Social Skill Development in Young People: A Systematic Review of the Literature

2021 ◽  
pp. 104687812110312
Author(s):  
Lucy R. Zheng ◽  
Catherine M. Oberle ◽  
W. A. Hawkes-Robinson ◽  
Stéphane Daniau
Keyword(s):  
United States ◽  
Systematic Review ◽  
Social Skills ◽  
Young People ◽  
Social Skill ◽  
Serious Games ◽  
Skill Development ◽  
The United States ◽  
Serious Game ◽  
Social Skill Development

Background The use of games for social skill development in the classroom is accelerating at a tremendous rate. At the same time, the research surrounding games designed for teaching social skills remains fragmented. This systematic review summarizes the current existing literature on social skill serious games for young people ages 5 to 19 and is the first review of serious games to note the demographic and geographic component of these studies. Method This review included papers that: evaluated a game designed to teach social skills; included measurable, quantitative outcomes; have a translation or be published in English; were peer-reviewed; date from January 2010 to May 2020; and have a nonclinical study population between ages of 5 to 19. Keywords were obtained from the CASEL 5 framework. Results Our findings are mixed but suggest that serious games may improve social skills when used alongside in-person discussion. We also found potential effects of the length of time of gameplay, intervention, and follow-up on social skill serious game effectiveness. Although this review found promising research conducted in East Asian countries and with minority samples in the United States, the majority of social skill serious game research takes place in the United States and Australia, with unreported demographic information and white-majority samples. Conclusions Due to the limited number of published studies in this area and studies lacking methodological rigor, the effectiveness of using games to teach social skills and the impact of background on social skill learning require further discussion.

scholarly journals Feasible and effective use of a simulation-based curriculum for post-graduate emergency medicine trainees in India to improve learner self-efficacy, knowledge, and skills

2021 ◽  
Vol 14 (1) ◽  
Author(s):  
T. Ahluwalia ◽  
S. Toy ◽  
C. Gutierrez ◽  
K. Boggs ◽  
K. Douglass
Keyword(s):  
Emergency Medicine ◽  
Self Efficacy ◽  
Pediatric Emergency ◽  
Pediatric Care ◽  
Procedural Skills ◽  
Knowledge And Skills ◽  
Post Graduate ◽  
Pediatric Emergencies ◽  
Simulation Based

Abstract Background Pediatric emergency medicine training is in its infancy in India. Simulation provides an educational avenue to equip trainees with the skills to improve pediatric care. We hypothesized that a simulation-based curriculum can improve Indian post-graduate emergency medicine (EM) trainees’ self-efficacy, knowledge, and skills in pediatric care. Methods We designed a simulation-based curriculum for management of common pediatric emergencies including sepsis, trauma, and respiratory illness and pediatric-specific procedures including vascular access and airway skills. Training included didactics, procedural skill stations, and simulation. Measures included a self-efficacy survey, knowledge test, skills checklist, and follow-up survey. Results were analyzed using the Wilcoxon signed-rank test and paired-samples t test. A 6-month follow-up survey was done to evaluate lasting effects of the intervention. Results Seventy residents from four academic hospitals in India participated. Trainees reported feeling significantly more confident, after training, in performing procedures, and managing pediatric emergencies (p < 0.001). After the simulation-based curriculum, trainees demonstrated an increase in medical knowledge of 19% (p < 0.01) and improvement in procedural skills from baseline to mastery of 18%, 20%, 16%, and 19% for intubation, bag-valve mask ventilation, intravenous access, and intraosseous access respectively (p < 0.01). At 6-month follow-up, self-efficacy in procedural skills and management of pediatric emergencies improved from baseline. Conclusions A simulation-based curriculum is an effective and sustainable way to improve Indian post-graduate EM trainees’ self-efficacy, knowledge, and skills in pediatric emergency care.

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