Difficulty and self-efficacy: An exploratory study

Serious games are becoming increasingly popular due to their association with increased learning outcomes when compared to traditional self-regulated learning activities. However, the majority of research examining the outcomes of serious games has focused almost exclusively on learning outcomes. This has resulted in a lack of research examining why these types of games result in increased positive outcomes, such as engagement or performance. This study seeks to address this gap in existing research by examining the relationship between game difficulty and participants’ engagement, performance and self-efficacy in a Pacman style maze navigation game. This required the use of hidden difficulty variations which participants were randomly assigned. Participants engaged with the game over a 5-days practice period. Results from this study suggest that difficulty plays a considerable role in influencing participants’ self-efficacy for the task. Self-efficacy has been consistently linked to positive outcomes such as increased engagement and performance. This highlights the importance of difficulty as a game design factor as well as providing an insight into the manner in which serious games could be further refined in order to increase user’s self-efficacy and associated positive outcomes. Implications for future serious games and self-efficacy research are discussed.     

The effect of administrative pay and local property taxes on student achievement scores: Evidence from New Jersey public schools

We theorized that student test score performance will be positively related to the percentage of school district revenues raised from local taxes and with salary levels of school district administrators. Using both fixed and random effects panel analyses, we examine data for 217 Kindergarten-to-Grade 12 school districts in New Jersey for the years 2002–2009. Our results support the inference that increases in the percent of school funds raised locally have a positive influence on student test scores. However, the results for our hypothesis involving administrative costs were mixed. Administrative salaries and administrative spending were found to be positively related to test score performance in the one-way time fixed effects model, but not in the two-way models. Finally, classroom spending and the student–faculty ratio were found to be positive and significant in some of the tests, although not robust to alternative specifications.     

Serious game-based word-to-text integration intervention effects in English as a second language

Word-to-text integration (WTI) is the ability to integrate words into a mental representation of the text and is important for reading comprehension, but challenging in English as a second language (ESL). However, it remains unclear whether WTI can be trained in seventh grade ESL learners, who often struggle with reading comprehension and display large individual differences. To pay attention to individual differences, the present study examined an adaptive computer game-based WTI-intervention. The intervention, replacing 50 min of ESL classroom instruction, comprized a 12-week program in which students had to complete WTI-based assignments within four serious games, targeting morphosyntactic awareness, translation of words within sentences, recognizing idioms from words in contexts, and a filler game targeting dictation. The intervention group (n = 164) was compared to a control group (n = 166), who only received regular ESL classroom instruction. Both groups completed the following reading measures: decoding, morphological, and syntactic awareness, WTI (argument and anomaly reading speed and processing), and reading comprehension tasks at the beginning (T1) of the school year and at the end (T2) of the school year. Results demonstrated an intervention effect on decoding and anomaly processing as reflected by an interaction between time (T1 vs. T2) and group (intervention vs. control) in a repeated measures MANOVA. Follow-up mediation analyses for the intervention group only - with game performance as mediators between reading measures at T1 and T2 - indicated that students with better T1 scores on reading measures showed more growth in performance within games. More performance growth within the translation game and the idiom recognition game was related to better reading scores at T2. Both high-achieving and low-achieving students displayed performance growth within games, indicating that a WTI intervention yields promising results for a broad variety of ESL readers.     

You betcha it's random: riffle shuffling in cards games – when is enough,enough?

When playing card games, how many times should a deck be shuffled in order to achieve randomness? This article shows how card shuffling can be used as a classroom exercise to reinforce construction and interpretation of confidence intervals.     

Code Red: Triage Or COgnition‐based DEsign Rules Enhancing Decisionmaking TRaining In A Game Environment

Serious games have a great potential for training and educating people in novel and engaging ways. However, little empirical research has been done on the effectiveness of serious games, and although early findings do point to a moderately positive direction, even less is known about why some games succeed in effectively educating while others do not. We therefore propose a serious game, COgnition‐based DEsign Rules Enhancing Decisionmaking TRaining In A Game Environment (Code Red: Triage), which is designed to empirically test a number of cognition‐based design guidelines in the context of crisis management training that ameliorate mental model construction. Our purpose is to come to a set of design guidelines through empirical experiments that enhance the instructional design of serious games and can be used in the development of future games. Furthermore a method is discussed to extract the mental structure players have built during gameplay.     

An experimental evaluation of three teacher quality measures: Value-added,classroom observations,and student surveys

Nearly every state evaluates teacher performance using multiple measures, but evidence has largely shown that only one such measure—teachers’ effects on student achievement (i.e., value-added)—captures teachers’ causal effects. We conducted a random assignment experiment in 66 fourth- and fifth-grade mathematics classrooms to evaluate the predictive validity of three measures of teacher performance: value-added, classroom observations, and student surveys. Combining our results with those from two previous random assignment experiments, we provide additional experimental evidence that value-added measures are unbiased predictors of teacher performance. Though results for the other two measures are less precise, we find that classroom observation scores are predictive of teachers’ performance after random assignment while student surveys are not. These results thus lend support to teacher evaluation systems that use value-added and classroom observations, but suggest practitioners should proceed with caution when considering student survey measures for teacher evaluation.     

Are serious video games something more than a game? A review on the effectiveness of serious games to facilitate intergenerational learning

Aging diversity in organizations creates potential challenges, particularly for knowledge management, skills update and skills obsolescence. Intergenerational learning (IGL) involves knowledge building, innovation and knowledge transfer between generations within an organization (Ropes 2011). Serious games refer to the use of computer games in raising awareness about educational topics, acquiring new knowledge and skills by enabling learners to engage and participate in situations that would otherwise be impossible to experience (Corti 2006). Although learning with the use of serious games is similar to traditional learning in several cognitive respects, there are noted differences in the learning style and structure of learning using serious games. The success of learning using serious games lies in the actual involvement of a participant playing the game, which in turn, creates increased cognitive links with real-life situations allowing the individual to make relevant associations, to use mnemonic strategies with the facilitation of multi-dimensional educational aids (e.g., visual, auditory). Some of the beneficial aspects of learning with the use of serious games include the elevation of several cognitive skills, which are directly or indirectly implicated in the learning process. Among them are attention and visuo-spatial abilities, memory and motor skills. However, several barriers have been noted that fall into two general categories: a) health issues (e.g., cognitive strain, headaches) and b) psychological issues (e.g., social isolation, emotional disturbances). Since the training conditions are learner-centered and highly determined by the individual, there is increased need for evaluating the learning outcomes using specific success indicators. Examples of games that are designed to facilitate IGL are scarce, while there are no examples of IGL games in most EU countries. The purpose of this paper is to critically evaluate the current literature of theories on learning through serious games in adults and the elderly with reference to the cognitive mechanisms implicated, benefits and barriers in learning using new technologies in different generations. Secondly, this paper reviews the existence of serious games designed to facilitate IGL in Europe, as well as the characteristics of serious games in raising awareness that could be used to facilitate IGL. In doing so, specific focus is placed on the development of success indicators that determine the effectiveness of serious games on raising awareness on IGL.     

Serious game‐based and nongame‐based online courses: Learning experiences and outcomes

When combining the increasing use of online educational environments, the push to use serious video games and the lack of research on the effectiveness of online learning environments and video games, there is a clear need for further investigation into the use of serious video games in an online format. A mix methods model was used to triangulate statistical and qualitative findings on student performance, completion time, student intrinsic motivation, as well as desirable, undesirable, helpful and hindering aspects of serious game‐based and nongame‐based courses. Students in the game‐based course were found to have performed significantly better and to have taken significantly longer. Students and teachers in the game‐based course provided more reasons for student motivation along with more desirable, more helpful and less hindering aspects compared to students and teachers in the non‐game‐based course. In addition, students and teachers in both courses provided an equal number of undesirable aspects. The results from this study inform instructional designers, teachers, education stakeholders and educational game designers by providing research‐based evidence related to the learning experiences and outcomes of the serious game‐based online course.     

Introducing serious games with Wikis: empowering the teacher with simple technologies

Despite the continuous and abundant growth of the game market the uptake of games in education has been hampered by the general impression that games require complex technologies and that games are difficult to organise and to embed in education curriculums. This article explores to what extent a simple serious game scenario that can be easily adopted and adapted by individual teachers and that only uses a common, relatively simple technology can leverage the adoption of serious games. It discusses the design of such a game, Argument, based on a Wiki and its use in a six weeks trial by students of a Master of Learning Sciences Programme. The results indicate that, even though a Wiki has clear limitations, it is a useful instrument to build game alike educational activities, to gain experience with and as a first step to use (more) complex serious games.     

The Random‐Effect Generalized Rating Scale Model

Rating scale items have been widely used in educational and psychological tests. These items require people to make subjective judgments, and these subjective judgments usually involve randomness. To account for this randomness, Wang, Wilson, and Shih proposed the random‐effect rating scale model in which the threshold parameters are treated as random effects rather than fixed effects. In the present study, the Wang et al. model was further extended to incorporate slope parameters and embed the new model within the framework of multilevel nonlinear mixed‐effect models. This was done so that (1) no efforts are needed to derive parameter estimation procedures, and (2) existing computer programs can be applied directly. A brief simulation study was conducted to ascertain parameter recovery using the SAS NLMIXED procedure. An empirical example regarding students’ interest in learning science is presented to demonstrate the implications and applications of the new model.     

Comparing active game-playing scores and academic performances of elementary school students

In the educational sciences, many discussions on the use of computer games occur. Most of the scientists believe that traditional computer games are time-consuming software and that game-playing activities negatively affect students’ academic performance. In this study, the accuracy of this general opinion was examined by focusing on the real game-playing scores of an elementary school students in Turkey. First, researchers selected a single-player strategy game. Second, the selected game was given to 105 fifth-grade students, who had not played it before, so that they could play it over a 30-minute period. The most successful student of the group finished the 23rd level of the game and collected 8152 points in total. In order to investigate the correlation between strategy game performance and academic performance, researchers derived the students’ average exam scores for six different courses (mathematics, physical science, science and technology, visual arts, music, and social sciences) from official documents. At the end of the study, it was found that participants’ mathematical or physical science skills were positively correlated with game success; however, a negative relationship was not exists between an individual's computer game success and academic performance.     

Content validity of game-based assessment: case study of a serious game for ICT managers in training

Serious games foster the acquisition of complex problem-solving skills. Assessment of such skills should be in line with instruction, and within a serious game environment its content validity should equal face-to-face assessment. Research on assessment in serious gaming has remained rather scarce. This article shows how assessment can be implemented in serious gaming in a way that assures content validity. The core of the authors’ validation method entails mapping learning activities (as contained in the game scenario) on performance indicators and outputs (as derived from formal attainment levels). They present how they have elaborated and applied the method for an assessment game for ICT managers in secondary vocational education. They describe the procedure and extent to which this assessment is content-valid compared to face-to-face assessment.     

Computer games application within alternative classroom goal structures: cognitive, metacognitive, and affective evaluation

This article reports findings on a study of educational computer games used within various classroom situations. Employing an across-stage, mixed method model, the study examined whether educational computer games, in comparison to traditional paper-and-pencil drills, would be more effective in facilitating comprehensive math learning outcomes, and whether alternative classroom goal structures would enhance or reduce the effects of computer games. The findings indicated that computer games, compared with paper-and-pencil drills, were significantly more effective in promoting learning motivation but not significantly different in facilitating cognitive math test performance and metacognitive awareness. Additionally, this study established that alternative classroom goal structures mediated the effects of computer games on mathematical learning outcomes. Cooperative goal structure, as opposed to competitive and individualistic structures, significantly enhanced the effects of computer games on attitudes toward math learning.     

Implementation of Game-transformed Inquiry-based Learning to Promote the Understanding of and Motivation to Learn Chemistry

Many studies have used the potential of computer games to promote students’ attitudes toward learning and increase their learning performance. A few studies have transformed scientific content into computer games or developed games with scientific content. In this paper, we employed students’ common misconceptions of chemistry regarding the properties of liquid to develop a computer game. Daily life situations and everyday phenomena related to the chemical understanding of the properties of liquid were also taken into account. Afterward, we applied a process-oriented, inquiry-based active learning approach to implement the game in a Thai high school chemistry course. We studied the implementation of a game-transformed inquiry-based learning class by comparing it to a conventional inquiry-based learning class. The results of this study include aspects of students’ conceptual understanding of chemistry and their motivation to learn chemistry. We found that students in both the game-transformed inquiry-based learning class and conventional inquiry-based learning class had a significantly increased conceptual understanding of chemistry. There was also a significant difference between the gains of both classes between the pre- and post-conceptual understanding scores. Moreover, the post-conceptual understanding scores of students in the two classes were significantly different. These findings support the notion that students can better comprehend chemistry concepts through a computer game, especially when integrated with the process-oriented, inquiry-based learning approach. The findings of this study also highlight the game-transformed inquiry-based learning approach’s support of students’ motivation to learn chemistry.

     

The importance and use of targeted content knowledge with scaffolding aid in educational simulation games

While most current educational simulation games provide learners with gameplay experience to motivate learning, there is often a lack of focus on ensuring that the desired content knowledge is actually learned. Students may focus on completing game activities without learning the targeted content knowledge, thus negating the desired learning outcomes. We argue that to help students achieve improved learning performance, providing targeted content knowledge should be a specific focus in designing educational games; in addition, scaffolding strategies to promote the use of in-game contents should also be provided. Thus, the present study explores the effects and usage of providing three types of scaffolding aids in two versions of educational simulations with in-game contents. The results suggest that providing targeted content with scaffolding aid in educational simulation games helps students to achieve better learning performance.     

The Utility of Third International Mathematics and Science Study Scales in Predicting Students' State Examination Performance

To examine the predictive utility of three scales provided in the released database of the Third International Mathematics and Science Study (TIMSS) (international plausible values, standardized percent correct score, and national Rasch score), information was obtained on the performance in state examinations in mathematics and science in 1996 (2,969 Grade 8 students) and in 1997 (2,898 Grade 7 students) of students in the Republic of Ireland who had participated in TIMSS in 1995. Performance on TIMSS was related to later performance in the state examinations using normal and nonparametric maximum likelihood (NPML) random effects models. In every case, standardized percent correct scores were found to be the best predictors of later performance, followed by national Rasch scores, and lastly, by international plausible values. The estimates for normal mixing distributions are close to those estimated by the NPML approach, lending support to the validity of estimates.     

Simulating Oppression: Digital Gaming,Race and the Education of African American Children

Educational game designers and educators are using digital games as a platform for teaching academic content, including multicultural curriculum. However, it is unclear how well digital game-based learning can coexist with the goals of multicultural education for the purpose of meeting the needs of African American children. In this essay, we raise serious questions about the use of digital games to teach about social oppression in ways that privilege the psychological well-being of African American children. We argue that digital games that intend to recreate histories of racial oppression can be harmful to African American children if they reproduce popular and problematic notions of indigenous lives and experiences. We illuminate some of the dangers of such digital games through a preliminary exploration of one digital game designed to teach about facets of African American enslavement. Our essay concludes with recommendations for culturally relevant digital game-based learning design and instruction.     

幼儿园语言游戏现状、问题及改进建议

在学前教育深化改革、提高质量、以游戏为基本活动的背景下,语言游戏应成为幼儿园语言教育的重要形式。本文通过问卷调查法和访谈法,采用分层随机抽样方法,对浙江省丽水、宁波、温州、杭州等不同城市不同等级的8所幼儿园的193位教师进行了深入调查。结果发现:幼儿园教师普遍认同语言游戏的重要教育价值,公办园和民办园之间认知差异不显著;语言游戏开展类型以口语类和语言动作类为主;存在的主要问题是语言游戏总体上开展频率不高,且以教师主导为主,幼儿自主开展频率低。其原因主要在于:教育行政部门以及幼儿园对语言游戏重视不够;现有相关研究、资料和教育培训不足;教师对语言游戏本质特征和指导要点存在严重误解。建议教育管理部门重视语言游戏的价值,并加强宣传和建立保障机制,引起幼儿园重视;加大对专家学者从事语言游戏理论和实证研究的支持力度;加快组织相关人员整理开发经典、丰富、新颖的语言游戏案例资源;加强对幼儿园教师语言游戏相关教育培训。     

Helping Head Start Parents Promote Their Children's Kindergarten Adjustment: The Research‐Based Developmentally Informed Parent Program

Head Start enhances school readiness during preschool, but effects diminish after children transition into kindergarten. Designed to promote sustained gains, the Research‐based Developmentally Informed (REDI) Parent program (REDI‐P) provided home visits before and after the kindergarten transition, giving parents evidence‐based learning games, interactive stories, and guided pretend play to use with their children. To evaluate impact, two hundred 4‐year‐old children in Head Start REDI classrooms were randomly assigned to REDI‐P or a comparison condition (mail‐home math games). Beyond the effects of the classroom program, REDI‐P promoted significant improvements in child literacy skills, academic performance, self‐directed learning, and social competence, demonstrating the utility of the approach in promoting gains in cognitive and social‐emotional skills evident after the transition into kindergarten.     

A case study of gesture-based games in enhancing the fine motor skills and recognition of children with autism

ABSTRACT

Children with Autism Spectrum Disorder (ASD) perform poorly in complex fine motor skills and recognition, and they have difficulties in learning complex and multistep motor skills. Gestures-based games, which enable users to get timely feedback, to learn from failure, to engage in games at every moment, and to interact with computers intuitively have become promising tools. However, relevant empirical research on using gesture-based games to assist the learning of children with ASD is limited. With a case study method, we aim to examine the effects of using gesture-based games on the learning of children with ASD. Two gesture-based matching games were developed to improve the performance of children with ASD with respect to fine motor skills and recognition, and three young children with ASD participated in a three-week experiment. By comparing the participants’ performance before and after the treatment, we found that the participants’ performance in playing the gesture-based games improved greatly during the intervention, and intervention helped improve their performance regarding fine motor skills and recognition. Also, they were able to transfer the rules and skills they had learnt from the first game to completing the tasks in the second game. The findings above suggest the usefulness of using gesture-based games in assisting the learning of children with ASD. Some suggestions and implications for the development of the gesture-based games and future work are also discussed.