Meta Analisis Penggunaan Simulasi komputer dalam pembelajaran MIPA

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Meta analisis
Hasil Analisis efek size pada penelitian di bidang matematika dan IPA pada 17 jurnal pendidikan baik Internasional maupun indonesia. Semoga dapat membantu dalam meningkatkan kualitas pembelajaran baik bagi peneliti maupun guru sendiri.
Efek Size merupakan salah satu cara melihat efektifitas dari penggunaan perlakuan tertentu terhadapat suatu keadaan. Misalnya, seberapa besar efek simulasi terhadap hasil belajar siswa. 

Berikut ini penulis jabarkan dari hasil temuan dengan jumlah 16 Penelitian, dengan jumlah peserta 1965 dan efek size dari ke 16 penelitian adalah 0.548. 
Berikut ini rincian dari ke lima aspek yang diteliti : 
Achievement (Hasil belajar)
  • Jumlah penelian : 13
  • ES                      : 0.554
Attitude (Sikap)
  • Jumlah penelian : 1
  • ES                      : 0.372
Problem solving skill (kemampuan memecahkan masalah)
  • Jumlah penelian : 1
  • ES                      : 0.915

Experiment laboratory Skill (Kemampuan melakukan percobaan)
  • Jumlah penelian : 2
  • ES                      : 0.519

Dengan Rincian tiap penelitian sebagai berikut : 

No
Judul
Peneliti
Banyaknya peserta (N)
Rata-rata
Standar deviasi
Effect size r
KE
KK
KE
KK
KE
KK


1
The Effect of Simulation Methods in Teaching Physics on Students’ Academic Success

Cigdem Hursen  & Gulsum Asiksoy

35
35

71.14
53.0
2.787
3.031
0.952


2
The Effect of The Computer Simulations on Students Learning in Physics Education

Tolga GOK
46
47
62.7
54.1
7.67
6.09
0.527

3
Effect of Computer Simulations Programs on University Students Achievments in Physics
Celal Bayrak
39
39
67.18
60.77
3.95
13.21
0.312

4
Assessing the Effectiveness of Computer Assisted Instructions in Physics at Undergraduate Level
Popat Savaleram Tambade and Bhiva Gobji Wagh
53
53
73.20
50.87
15.58
11.78
0.629

5
The Effect of Computer Aided Instruction on Academic Achievement (Among High School Students) on the Subject ‘Motion on the Earth Surface
Coskun, A
Ozdemir, M
26
26
66.461
58.307
10.187
8.629
0.396

86.269
74.615
13.183
11.548
0.426

6
A Research on the Effects of Computer Assisted Science Teaching
Ahmet Hakan Hançer and Ahmet Türker Tüzemen
23
24
18.26
14.125
3.857
4.089
0.46

7.
The effect of computer assisted intruction on the achievement of students on the instructional of physics topic of 7th grade science cource at primary school
Izzet kara & ozkan kahramanan
114
139
15.19
10.45
4.29
3.84
0.505

8
The effect of simulation-games environment on students
Achievement in and attitudes to mathematics in secondary
Schools
M.k. akinsola
72
74
17.9
15.41
5.46
3.89
0.255

9
The Effect of the Virtual Laboratory on Students’ Achievement and Attitude in Chemistry
Cengiz TÃœYSÃœZ
174
167
At. 103.63
75.65
7.43
4.16
0.918

Ac
10.67
3.40
2.73
2.02
0.738

10
The effects of the computer-based instruction on the
Achievement and problem solving skills of the science and Technology students
Oðuz serýn
26
26
Ac
66.41
53.37
10.187
8.629
0.568

Ps
83.576
71.73
15.150
14.387
0.372

11
 The effect of use of animations on the academic achievements of the students, retention of the knowledge learned, and the scientific process skills
Ä°kramettin daÅŸdemir
20
20
STAT
61.14
45.71
16.031
15.185
0.443

SPST
56.95
46.84
13.406
15.155
0.333

12
A new kind of visual-model instructional
Strategy in physics
Rotimi, c. O1, ajogbeje, o. J2 and akeju, o. O. Simpson3,
84
84
9.78
8.79
1.25
0.57
0.454


13
The Effect of Using Computer Simulations in Teaching Chemical
Bonding: Experiences with Ugandan Learners
John Sentongo, Robert Kyakulaga1 and Israel Kibirige
58
57
54
40.5
1.3
10.8
0.661

14
The effects of computer assisted instruction on the students’ achievement in mathematics at seventh grade
Osman birgin,  tamer kutluca , &    ramazan gürbüz
22
21
53
40.71
11.18
13.85
0.44

15

Effect of a vırtual laboratory aplıcatıon prepared ın physıcs education compared to tradıtıonal laboratory on student succes: the rc cırcuıt sample ın dırect current

Ersin Bozkurt

35
35
10.42
6.54
12.72
2.58
0.207







Tabel perhitungan effect size r untuk penelitian yang memiliki nilai rata-rata dan standar deviasi
Perhitungan effet size menggunakan website https://www.easycalculation.com/statistics/effect-size-t-test.php  untuk penelitian yang hanya memiliki nilai t dan nilai df
No
Judul
Peneliti
Jumlah Peserta
t
df
Effect size r
1
The effect of combining anology-based simulation and Laboratory activities on turkish elementary school students’ understanding of simple electric circuits
Zeynep koyunlu ünlü & ýlbilge dökme
21
6.69
20
0.831

2.      Grand Effect Size
Judul
Jumlah penelitian
Jumlah peserta (N)
Effect Size
Penggunaan komputer
16
1695
0.548789


Referensi :
Akinsola, M. K., & Animasahun, I. A. (2007). The Effect of Simulation-Games Environment on Students Achievement in and Attitudes to Mathematics in Secondary Schools. Online Submission, 6(3).
Bayrak, C. (2008). Effects of Computer Simulations Programs on University Students' Achievements in Physics. Turkish online journal of distance education, 9(4), 53-62.
Birgin, O., Kutluca, T., & Gürbüz, R. (2008). The effects of computer assisted instruction on the students’ achievement in mathematics at seventh grade. In8th International Educational Technologies Conference. Anadolu University Faculty of Education. IETC2008/60. Pp346-349. Downloaded from http://ietc2008. Home. Anadolu. Edu. Tr/ietc2008/170. Doc web address on (Vol. 12, p. 2008).
Bozkurt, E., & Ilik, A. (2010). The effect of computer simulations over students’ beliefs on physics and physics success. Procedia-Social and Behavioral Sciences, 2(2), 4587-4591.
ÇOÅžKUN, A., & ÖZDEMÄ°R, M. The Effect of Computer Aided Instruction on Academic Achievement (Among High School Students) on the Subject ‘Motion on the Earth Surface
DaÅŸdemir, Ä°. (2013). The effect of use of animations on the academic achievements of the students, retention of the knowledge learned, and the scientific process skills.
Hançer, A. H., & Tüzemen, A. T. (2008). A research on the effects of computer assisted science teaching. World Applied Sciences Journal, 4(2), 199-205.
Hursen, C., & Yıldız Aşıksoy, G. (2015). The effect of simulation methods in teaching physics on students academic success. World Journal on Educational Technology, 7(1).
Kara, I., & Kahraman, O. (2008). Instruction of Physics Topic of 7th Grade Science Course at a Primary School. Journal of Applied Sciences, 8(6), 1067-1072.
Rotimi, C. O., Ajogbeje, O. J., & Akeju, O. O. (2012). A New Kind of Visual-Model Instructional Strategy in Physics. Eurasian Journal of Physics & Chemistry Education.
Sentongo, J., Kyakulaga, R., & Kibirige, I. (2013). The Effect of Using Computer Simulations in Teaching Chemical Bonding: Experiences with Ugandan Learners.
Serin, O. (2011). The Effects of the Computer-Based Instruction on the Achievement and Problem Solving Skills of the Science and Technology Students. Turkish Online Journal of Educational Technology-TOJET, 10(1), 183-201.
Tambade, P. S., & Wagh, B. G. (2011). Assessing the effectiveness of computer assisted instructions in physics at undergraduate level. Eurasian Journal of Physics and Chemistry Education, 3(2), 127-136
Tolga gok.(2011). The effects of the computer simulations on students’ learning in physics education. International Journal on New Trends in Education and Their Implications, 2(2)
Tüysüz, C. (2010). The effect of the virtual laboratory on students’ achievement and attitude in chemistry. International Online Journal of Educational Sciences, 2(1), 37-53.
Unlu, Z. K., & Dokme, I. (2011). The Effect of Combining Analogy-Based Simulation and Laboratory Activities on Turkish Elementary School Students' Understanding of Simple Electric Circuits. Turkish Online Journal of Educational Technology-TOJET, 10(4), 320-329.




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