The relationship among prior knowledge, accessing learning supports, learning outcomes, and game performance in educational games

2021 ◽  
Author(s):  
Xiaotong Yang ◽  
Seyedahmad Rahimi ◽  
Valerie Shute ◽  
Renata Kuba ◽  
Ginny Smith ◽  
...  
Keyword(s):  
Learning Outcomes ◽  
Prior Knowledge ◽  
Educational Games ◽  
The Relationship ◽  
Game Performance

scholarly journals Motivational and Emotional Orientation, Engagement, and Achievement in Mathematics. A Case Study With One Sixth-Grade Classroom Working With an Electronic Textbook on Fractions

2021 ◽  
Vol 6 ◽  
Author(s):  
Frank Reinhold ◽  
Stefan Hoch ◽  
Anja Schiepe-Tiska ◽  
Anselm R. Strohmaier ◽  
Kristina Reiss
Keyword(s):  
Learning Outcomes ◽  
Prior Knowledge ◽  
Cognitive Learning ◽  
Sixth Grade ◽  
Emotional Engagement ◽  
Behavioral Engagement ◽  
Electronic Textbook ◽  
The Relationship ◽  
Grade Classroom

Interactive and adaptive scaffolds implemented in electronic mathematics textbooks bear high potential for supporting students individually in learning mathematics. In this paper, we argue that emotional and behavioral engagement may account for the effectiveness of such digital curriculum resources. Following the general model for determinants and course of motivated action, we investigated the relationship between students’ domain-specific motivational and emotional orientations (person)—while working with an electronic textbook on fractions (situation), their emotional and behavioral engagement while learning (action), and their achievement after tuition (outcome). We conducted a case-study with N = 27 students from one sixth-grade classroom, asking about the relationship between students’ motivational and emotional orientations and their emotional and behavioral engagement, and whether emotional and behavioral engagement are unique predictors of students’ cognitive learning outcomes while working with an e-textbook. For that, we designed a four-week-intervention on fractions using an e-textbook on iPads. Utilizing self-reports and process data referring to students’ interactions with the e-textbook we aimed to describe if and how students make use of the offered learning opportunities. Despite being taught in the same classroom, results indicated large variance in students’ motivational and emotional orientations before the intervention, as well as in their emotional and behavioral engagement during the intervention. We found substantial correlations between motivational and emotional orientations (i.e., anxiety, self-concept, and enjoyment) and emotional engagement (i.e., intrinsic motivation, competence and autonomy support, situational interest, and perceived demand)—with positive orientations being associated with positive emotional engagement, as expected. Although the correlations between orientations and behavioral engagement (i.e., task, exercise, and hint count, problem solving time, and feedback time) also showed the expected directions, effect sizes were smaller than for emotional engagement. Generalized linear mixed models revealed that emotional engagement predicted cognitive learning outcomes uniquely, while for behavioral engagement the interaction with prior knowledge was a significant predictor. Taken together, they accounted for a variance change of 44% in addition to prior knowledge. We conclude that when designing digital learning environments, promoting engagement—in particular in students who share less-promizing prerequisites—should be considered a key feature.

The Effects of Fully and Partially In-Game Guidance on Players' Declarative and Procedural Knowledge With a Disaster Preparedness Serious Game

2020 ◽  
Vol 12 (4) ◽  
pp. 23-37
Author(s):  
Ting Zhou ◽  
Christian S. Loh
Keyword(s):  
Learning Outcomes ◽  
Prior Knowledge ◽  
Disaster Preparedness ◽  
Serious Games ◽  
Procedural Knowledge ◽  
Declarative Knowledge ◽  
Serious Game ◽  
Moderator Effect ◽  
Interaction Term ◽  
The Relationship

Studies suggest that serious games are useful tools for disaster preparedness training, but few have examined if instructional factors differentially affect the learning outcomes. This study investigated the effects of players' gaming frequency, prior knowledge, and in-game guidance received on their declarative and procedural knowledge in a disaster preparedness serious game. Findings showed that gaming frequency was not a significant predictor for learning outcomes. By contrast, players' prior knowledge, the types of in-game guidance received, and the interaction between the two were all significant predictors for the acquisition of declarative knowledge and development of procedural knowledge. The interaction term revealed a moderator effect, indicating that the relationship between a player's prior knowledge and learning outcomes was affected by the type of in-game (full or partial) guidance received.

Help Avoidance: When Students Should Seek Help, and the Consequences of Failing to Do So

2017 ◽  
Vol 119 (3) ◽  
pp. 1-24
Author(s):  
Victoria Almeda ◽  
Ryan Baker ◽  
Albert Corbett
Keyword(s):  
Student Learning ◽  
Learning Outcomes ◽  
Prior Knowledge ◽  
Adaptive Learning ◽  
Self Regulation ◽  
Motivational Orientation ◽  
Problem Solving Skills ◽  
Robust Learning ◽  
Cognitive Tutor ◽  
The Relationship

Background Across computer-based and traditional classroom settings, recent studies have identified motivational orientation, prior knowledge, self-regulation, and cognitive load as possible factors that affect help-seeking behaviors and their impact on learning. However, the question of whether there is an optimal point for determining when a student needs help has not been fully explored. Purpose of Study Using data from two modules of the Genetics Cognitive Tutor, the present study investigates this question by examining whether the relationship of help avoidance (failing to seek help when it is needed) and student learning is dependent on the student's level of prior knowledge. We also investigate how the relationship between help avoidance and student learning is mediated by the amount of prior practice, or the number of attempts at a problem step. Research Design We obtained existing data from the use of the Genetics Cognitive Tutor. We conducted a series of correlational analyses to better understand the relationship between help avoidance and student learning. We correlated students’ proportions of help avoidance at different levels of knowledge with measures of robust learning. We also analyzed the relationship between students’ proportions of help avoidance and measures of robust learning, taking the amount of practice or the number of attempts at a problem step into account. Results Our findings suggest that, except at very high or very low knowledge, help avoidance is generally stably (negatively) related to robust learning outcomes. Our results also indicate that help avoidance is more strongly associated with learning outcomes early in the practice sequence, suggesting that students should be encouraged to seek help on problem-solving skills on the first problem, rather than waiting until later problems. Similarly, our results reveal that help avoidance is more negatively associated with learning outcomes on early attempts at a problem step than on later attempts, indicating that students should be encouraged to seek help on the first attempt if help is needed. Conclusions These findings represent a step toward understanding when students should seek help, with the potential of improving the design of metacognitive support within adaptive learning systems.

ANALISIS HUBUNGAN HASIL BELAJAR DENGAN KETERAMPILAN BERPIKIR KRITIS PADA MATERI HIDROLISIS GARAM.

2019 ◽  
Vol 3 (2) ◽  
pp. 93
Author(s):  
Neti Afrianis
Keyword(s):  
Critical Thinking ◽  
Student Learning ◽  
Learning Outcomes ◽  
Student Learning Outcomes ◽  
Thinking Skills ◽  
Critical Thinking Skills ◽  
Correlation And Regression Analysis ◽  
Skills Learning ◽  
Relationship Of ◽  
The Relationship

Critical thinking skills is a very important aspect that students must have in learning chemistry, especially in solving problems that require deeper alternative solutions. This research aims to analyze the relationship of critical thinking on student learning outcomes on salt hydrolysis material. In this research, there were 48 students sampled, the technique used for sampling was purposive sampling. For data analysis in this research using correlation and regression tests with a probability value of 0.05. From the results of the linearity and correlation tests found that students 'critical thinking skills have a relationship with student learning outcomes on salt hydrolysis material by 0.599 and the regression results also show the same thing that there is a significant relationship between students' critical thinking skills with learning outcomes on salt hydrolysis material that is seen from the comparison of the significance value (0,000) with a probability value (0.05), (0,000 <0.05) means that there is a positive relationship between critical thinking skills with student learning outcomes on salt hydrolysis material in SMAN 1 Kampar. The contribution or contribution of students' critical thinking skills to learning outcomes in the hydrolysis material is 35.9% while the remaining 64.1% is influenced by other factors. The higher the level of critical thinking skills of students, the greater the significant functional relationship to learning outcomes, and also the greater contribution / contribution of critical thinking skills to student learning outcomes.Keywords : Critical thinking skills, learning outcomes, correlation and regression analysis, salt hydrolysis

Hubungan Motivasi dan Minat Masuk Program Studi DIII Kebidanan Dengan Prestasi Belajar Mahasiswa STIKES ICSADA Bojonegoro

2015 ◽  
Vol 1 (1) ◽  
Author(s):  
Cholida Khusnul Chotimah
Keyword(s):  
Student Achievement ◽  
Learning Outcomes ◽  
Behavior Changes ◽  
Study Program ◽  
Cross Sectional ◽  
Learning Achievement ◽  
Increase Student Achievement ◽  
Learning Conditions ◽  
Relationship Of ◽  
The Relationship

ABSTRAKHasil belajar (prestasi belajar) merupakan perubahan perilaku yang diperoleh seseorang setelah mengalami aktivitas belajar. Perolehan aspek-aspek perubahan perilaku tersebut tergantung pada apa yang dipelajari oleh seseorang. Berhasil atau tidaknya seseorang untuk belajar disebabkan beberapa faktor yang mempengaruhi dalam pencapaian hasil belajar (prestasi belajar) yaitu berasal dari dalam diri orang yang belajar dan ada pula yang dari luar dirinya. Banyak faktor yang mempengaruhinya, diantaranya adalah motivasi dan minat. Tujuan dari penelitian ini adalah untuk mengetahui hubungan motivasi dan minat masuk Program Studi D  III Kebidanan dengan prestasi belajar mahasiswa  STIKES Insan Cendekia Husada Bojonegoro. Jenis penelitian ini adalah analitik korelasi. Penelitian ini menggunakan pendekatan cross sectional. Populasi dalam penelitian ini adalah semua mahasiswa Program Studi D III Kebidanan STIKES Insan Cendekia Husada Bojonegoro sebanyak 39 mahasiswa dengan  teknik total sampling dengan jumlah sampel 39. Penelitian ini menggunakan instrumen berupa kuesioner. Analisis hubungan variabel dilakukan dengan menggunakan Yates Correction. Hasil penelitian ini menunjukkan bahwa ada hubungan antara motivasi masuk Program Studi D III Kebidanan dengan prestasi belajar mahasiswa           (ρ =0,027) dan ada hubungan antara minat masuk Program Studi D III Kebidanan dengan prestasi belajar mahasiswa (ρ =0,044). Saran untuk Program Studi D III Kebidanan STIKES Insan Cendekia Husada Bojonegoro agar meningkatkan prestasi belajar mahasiswa Prodi D III kebidanan STIKES Insan Cendekia Husada Bojonegoro dengan cara dosen atau pembimbing akademik menciptakan kondisi pembelajaran yang menarik, sarana prasarana yang menunjang, hubungan antara dosen dan mahasiswa yang baik, sehingga mahasiswa terdorong untuk butuh dan terus belajar dan melakukan pemantauan dan pendekatan lebih dalam terhadap mahasiswa tentang tujuan mereka untuk masuk di Program Studi D III Kebidanan. Kata Kunci : Motivasi, minat, prestasi belajar  ABSTRACT      Results of learning (learning achievement) is obtained by a person's behavior changes after experiencing learning activities. Acquisition aspects of the behavior change depending on what is learned by someone. Success or failure of someone to learn due to several factors that affect the achievement of learning outcomes (learning achievement) that comes from within the person who studied and some are from outside himself. Many factors influence it, such as motivation and interest. The purpose of this study was to determine the relationship of motivation and interest in D III Midwifery Studies Program with student achievement STIKES Insan Scholar Husada Bojonegoro. This type of research is analytic correlation. This study used cross sectional approach. The population in this study were all students of the D III Midwifery STIKES Insan Husada Bojonegoro Scholar at least 39 students with a total sampling with a sample of 39. This study used a questionnaire instrument. Variable correlation analysis done using Yates Correction. Results of this study indicate that there is a relationship between motivation incoming D III Midwifery Studies Program with student achievement (ρ = 0.027) and there is a correlation between interest in D III Midwifery Studies Program with student achievement (ρ = 0.044). Suggestions for Study Program D III Midwifery STIKES Insan Scholar Husada Bojonegoro in order to increase student achievement Prodi DIII midwifery personnel STIKES Scholar Husada Bojonegoro by way of a professor or academic supervisor creates an attractive learning conditions, infrastructure that support, the relationship between faculty and students good , so that students are encouraged to take and continue to learn and perform monitoring and deeper approach to the students about their goals for entry in the D III Midwifery Studies Program. Key Words : Motivation, interests, academic achievement

Tracking Cognitive Decline with a Serious Game: Benchmarking Against the Mini-Mental State Examination

2020 ◽  
Vol 64 (1) ◽  
pp. 6-10
Author(s):  
Tiffany Tong ◽  
Jacqueline Urakami ◽  
Mark Chignell ◽  
Mary C. Tierney ◽  
Jacques S. Lee
Keyword(s):  
Executive Functioning ◽  
Mental State ◽  
Cognitive Assessment ◽  
Mini Mental State Examination ◽  
Serious Game ◽  
Cognitive Speed ◽  
Relationship Of ◽  
The Relationship ◽  
Game Performance ◽  
State Examination

We are developing whack-a-mole games for cognitive assessment. In prior research, we have shown that variants of the game assess cognitive speed and executive functioning (response inhibition), and can be used to screen for delirium in emergency departments. We have also found that whack-a-mole game performance is significantly correlated with overall Mini-Mental State Examination (MMSE) scores. In this paper, we report the results of a study that assessed the relationship of our serious game for cognitive assessment with specific components of the MMSE. We found that game performance is correlated most strongly with the orientation to time items component of MMSE and that the combination of three elements of the MMSE (attention and calculation; orientation to time; repetition) accounted for almost half of the variance in game performance in our sample.

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