Aplikasi Statistik Proses Kontrol Untuk Evaluasi Proses Pembelajaran Menggunakan Diagram Kontrol X ̅ dan R

 Abstract views: 781

Authors

  • Zurqoni
  • Fathur Rahman

DOI:

https://doi.org/10.36456/jstat.vol12.no2.a2226

Keywords:

Statistik Proses Kontrol, Diagram Kontrol푿̅danR, Evaluasi Pembelajaran

Abstract

he use of Statistics Process Control in education is fairly new but it has been clearly seen that the method can be used in the field of student evaluation in teaching and learning processes, monitoring student grades, assessment processes in higher education, assessment of learning outcomes and others. This study will discuss the application of Process Control Statistics (SPK) to evaluate the learning process using two control diagrams of variables  and R using the Process Capability (KP) analysis, which aims to determine students' abilities in carrying out practical tests. From these problems to determine the effectiveness of the control program  and R in evaluating the learning process. From the results of the analysis it can be concluded that the application of Control Process Statistics is very possible in the evaluation of the learning process. In this context, control diagrams  and R are useful for increasing efficiency in detecting deficiencies in the evaluation of the learning process and evaluating student performance. In the process capability analysis (KP) it can be seen that the student evaluation process is still not as expected, and the learning process is considered to be uneven so that the resulting output has not reached what was expected

Penggunaan Statistik Proses Kontrol dalam pendidikan memang terbilang baru tetapi  telah jelas terlihat bahwa metode tersebut dapat digunakan di bidang evaluasi siswa dalam pengajaran dan proses pembelajaran, pemantauan nilai siswa, proses penilaian dalam pendidikan tinggi, penilaian hasil pembelajaran dan lain-lain. Penelitian ini akan membahas penerapan Statistik Proses Kontrol (SPK) untuk mengevaluasi proses pembelajaran menggunakan dua digram kontrol variabel  dan R dengan menggunakan analisis Kapabilitas Proses (KP), yang bertujuan untuk mengetahui kemampuan siswa dalam melaksanakan ujian praktikum.  Dari permasalahan tersebut untuk mengetahui efektifitas digram kontrol  dan R dalam mengevaluasi proses pembelajaran.  Dari hasil analisis dapat disimpulkan bahwa penerapan Statistik Proses Kontrol sangat mungkin dilakukan dalam evaluasi proses pembelajaran. Dalam konteks ini, diagram kontrol  dan R  berguna untuk meningkatkan efisiensi dalam mendeteksi kekurangan dalam evaluasi proses pembelajaran dan evaluasi kinerja siswa. Pada analisis kapabilitas proses (KP) dapat diketahui bahwa proses evaluasi siswa masih belum sesuai dengan yang diharapkan, dan proses pembelajaran dianggap belum merata sehingga ouput yang dihasilkan belum mencapai dengan yang diharapkan.

 

 

   

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References

Burney, A.Farhat. and Al-Darrab, Ibrahim. 2017. Performance Evaluation using Statistical Quality Control Techniques. Work Study.Vol. 47, No. 6, pp. 204-212.

Cervetti, J. Michael., Royne B.Marla. and Shaffer, J. Michael. 2017. The Use of Performance Control Charts in Business Schools: A Tool for Assessing Learning Outcomes. Journal of Education for Business.87: 247 –252.

Edwards, H. P., Govindaraju, K. & Lai, C. D. 2015. A Control Chart Procedure for Student Grade Monitoring.Res. Lett. Inf. Math. Sci.,Vol. 7, pp 117-126.

Rahman F., dan MashuriM.. 2015.Diagram Kontrol Shot Run Untuk Memantau Mean dan Variabilitas Proses. Jurnal Statistika Universitas Muhammadiyah Semarang, Vol, 3.1.

Kitaw, D. 2017. Industrial Management & Engineering Economy: An Introduction to Industrial Engineering. AAU Press.

Marks, B. Neil. and O’Cornnell, T. Richard. 2013. Using Statistical Control Charts to Analyse Data from Students Evaluations of Teaching. Decision, Sciences Journal of Innovative Education. Vol. 1, No. 2, pp. 259-272.

Oakland, John S. 2017. Statistical ProcessControl. 8th edition, Butterworth-Heinemann publications.Savić, Mirko. 2016. p-Charts in the Quality Control of the Grading Process in the High Education. Panoeconomicus. Vol. 3, pp. 335-347.

Schafer, D. William., Coverdale, J. Bradley., Luxenberg, Harlan., Jin, Ying. 2016. Quality Control Charts in Large-Scale AssessmentPrograms. Practical Assessment.Research & Evaluation,Volume 16, Number 15.Shewhart, W.A. 2015. Economic Control of Quality of Manufactured Product.American Society for Quality Control.

L. C. Alwan. 2010. Statistical Process Analysis.McGraw-Hill. 1st edition.M. Xie and T. N. Goh.2011Statistical techniques for quality.the TQM Magazine, vol.11, no.4, pp.238 241.

D.C.Montgomery,G.C.Runger,dan N.F.Hubele. 2017. Engineering Statistics.John Wiley & Sons, New York, NY, USA, 4th edition.

M. N. Ab Rahman, R. Mohd Zain, Z. Mohd Nopiah et al. 2018.the implementation of SPC in Malaysian manufacturing companies. European Journal of Scientiic Research,vol.26,no.3,pp. 453–464.

S.A.Wiseand D.C.Fair. 2007. Innovative Control Charting, American Society for Quality.D. C.

Montgomery. 2010.Introduction to Statistical Quality Control. John Wiley & Sons, New York, NY, USA.

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Published

12/31/2019

How to Cite

Zurqoni, & Rahman, F. . (2019). Aplikasi Statistik Proses Kontrol Untuk Evaluasi Proses Pembelajaran Menggunakan Diagram Kontrol X ̅ dan R . J Statistika: Jurnal Ilmiah Teori Dan Aplikasi Statistika, 12(2), 30–35. https://doi.org/10.36456/jstat.vol12.no2.a2226