Assessing Young Students’ Design Thinking Disposition and Its Relationship With Computer Programming Self-Efficacy

2020 ◽  
pp. 073563312096732
Author(s):  
Meng-Jung Tsai ◽  
Ching-Yeh Wang

To explore the role of design thinking in contemporary computer literacy education, this study aimed to examine the relationship between young students’ design thinking disposition and their computer programming self-efficacy. To assess students’ design thinking disposition, this study developed the Design Thinking Disposition Scale (DTDS) with a sample of 350 junior high school students who had computer programming experience in a STEAM course. A principle axis factor analysis with the promax rotation method was used to verify the DTDS’s construct under the four dimensions: empathize, define, ideate and prototype. The Cronbach’s alpha reliability was .90 for the overall scale. Correlation analyses results showed that all the four dimensions were significantly correlated with computer programming self-efficacy assessed by CPSES. A significant regression model was found in which the three factors, ideate, prototype and define, significantly predicted the overall computer programming self-efficacy. Meanwhile, except for the ideate subscale, no gender difference was found in the young students’ design thinking dispositions. The students’ self-directed programming learning experience was shown to benefit their design thinking disposition. The DTDS can be applied to design-thinking-embedded computer literacy curricula such as makers, STEAM, or robotics education. Several further studies are also suggested.

2016 ◽  
Vol 3 (1) ◽  
pp. 76 ◽  
Author(s):  
Novferma Novferma

Penelitian ini bertujuan untuk mendeskripsikan letak, jenis, faktor-faktor kesulitan, dan self-efficacy siswa SMP swasta di Kabupaten Sleman, DIY dalam memecahkan masalah matematika berbentuk soal cerita. Penelitian ini termasuk penelitian survei dengan pendekatan kuantitatif dan kualitatif. Subjek penelitian adalah 124 siswa SMP swasta di Kabupaten Sleman, DIY yang berasal dari empat sekolah dengan kategori tinggi, sedang, dan rendah. Sampel penelitian ditentukan dengan stratified proportional random sampling technique. Instrumen yang digunakan berupa tes diagnostik terdiri atas 5 butir soal, angket self-efficacy, dan pedoman wawancara. Hasil penelitian menunjukkan bahwa kesulitan siswa dalam pemecahan masalah matematika berbentuk soal cerita terletak pada pengetahuan faktual, pengetahuan konseptual, pengetahuan prosedural, dan pengetahuan metakognitif. Jenis kesulitan yang dialami siswa yaitu pada mengingat fakta, mengingat konsep, memahami fakta, memahami konsep, menerapkan konsep, menerapkan prosedur, menganalisis prosedur, mengevaluasi faktual, mengevaluasi konsep, mengevaluasi prosedur, dan mengomunikasikan metakognitif. Faktor-faktor kesulitan yang dialami siswa SMP dalam memecahkan masalah matematika berbentuk soal cerita kelas VIII yaitu siswa merasa waktu yang diberikan tidak cukup, mudah menyerah, kurang teliti, sering lupa, merasa cemas, dan siswa tergesa-gesa untuk mengerjakan soal. Self-efficacy dari 124 siswa berada dalam kategori tinggi dengan rata-rata sebesar 90,4.Kata Kunci: analisis kesulitan siswa, self-efficacy, pemecahan masalah matematika, soal cerita AN ANALYSIS OF DIFFICULTIES AND SELF-EFFICACY OF JUNIOR HIGH SCHOOL STUDENTS IN SOLVING STORY FORM MATHEMATICAL PROBLEMS AbstractThis research aimed to describe the positions, types, difficulty factors, and self-efficacy of junior high school students in Sleman, DIY in solving story form mathematical problems. This study was survey research using the quantitative and kualitative approach. The subjects of this research were 124 students of private junior high schools in Sleman, DIY, which were from four different school groups in the high, middle, and low categories. The sample was established using the stratified proportional random sampling technique. The instruments which were used namely diagnostic test that consisted of 5 items, self-efficacy questionnaire, and interview guides. The results indicate that students’ difficulties in solving story form mathematical problems lie on factual knowledge, conceptual knowledge, procedural knowledge, and metacognitive knowledge. The types of difficulties experienced by students include remembering fact, remembering concept, understanding facts, understanding concept, applying concept, applying procedure, analyzing procedure, evaluating fact, evaluating concept, evaluating procedure, and communicating metacognitive. Difficulty factors that grade VIII students experience in solving story form mathematical problems include: students feel that the time given is not enough, easily give up, are not meticulous enough, oftenly forget, and are anxious and impatient while solving the problems. The self-efficacy of 124 students can be categorized as high with an average score of 90.4.Keywords: analysis of students’ difficulties, self-efficacy, mathematics problem solving, story problem.


2021 ◽  
Vol 54 (3) ◽  
Author(s):  
M Dwi Wiwik Ernawati ◽  
Asrial Asrial ◽  
Dwi Agus Kurniawan ◽  
Wahyu Adi Pratama ◽  
Rahmat Perdana

This study aims to analyze the differences and also the relationship between attitudes and self-efficacy of students in science lessons. This research is important because in science lessons the teacher must know the attitudes and self-efficacy of students because they affect the learning process. This type of research is quantitative with comparative type. The number of respondents used as a sample is 74 students. The data collection technique used simple random sampling. The results of the study using the T test were that there were significant differences in the attitudes and self-efficacy of students in science lessons, both female students and male students. The results of the correlation test between students' attitudes and self-efficacy towards science subjects in grade 8A showed that the two variables (attitude and self-efficacy) were related. And the results of the correlation test in class 8B showed that the two variables (attitude and self-efficacy) were related. The urgency of this research is that teachers can find out the differences in attitudes and self-efficacy between male and female students. The novelty of this research compared to previous research is that it uses Attitude and self-efficacy variables, with different indicators from previous research.


2014 ◽  
Vol 41 (2) ◽  
pp. 218
Author(s):  
Edy Purwanto

The purpose of this study was to find out a comprehensive model of achievement motivation appropriate for Indonesian students. Specifically, this study examined the contribution of task-value, self-efficacy and goal orientation in influencing students’ achievement motivation. The subjects of this research were 393 high school students, 219 of them are female and 174 are male. 46% of them were senior high school and 54% junior, high school students. 45% were from public schools and 55% from religion-based private schools. The task-value, self-efficacy, goal orientation and achievement motivation as scaling instruments used in this study were developed from Motivated Strategies for Learning Questionnaire Manual. The instruments had been tested and proved valid and reliable. Analysis of model testing data was done using technique of confirmatory factor analysis. The results showed that the trisula model of achievement motivation was reliable. The task-value, self-efficacy and goal orientation are significant loading factors for achievement motivation. The self-efficacy also is a significant loading factor for the task-value and goal orientation. Keywords: achievement motivation, goal orientation, self-efficacy, task-value


1995 ◽  
Vol 43 (3) ◽  
pp. 285-295 ◽  
Author(s):  
Joan D. Speight ◽  
Kenneth S. Rosenthal ◽  
Bonnie J. Jones ◽  
Paula M. Gastenveld

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