Increasing measurement accuracy: Scaling effect on academic resilience instrument using Method of Successive Interval (MSI) and Method of Summated Rating Scale (MSRS)

A research instrument is crucial and must meet the requirements to be valid and reliable in content and construction. Not infrequently, various methods are tried to increase the accuracy of research instruments, one of them being a simple method such as the scaling technique. This research aims to i...

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Main Authors: Beta Wulan Febriana, Farida Agus Setiawati
Format: Article
Language:English
Published: Universitas Negeri Yogyakarta 2024-06-01
Series:Jurnal Penelitian dan Evaluasi Pendidikan
Subjects:
Online Access:https://journal.uny.ac.id/index.php/jpep/article/view/69334
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author Beta Wulan Febriana
Farida Agus Setiawati
author_facet Beta Wulan Febriana
Farida Agus Setiawati
author_sort Beta Wulan Febriana
collection DOAJ
description A research instrument is crucial and must meet the requirements to be valid and reliable in content and construction. Not infrequently, various methods are tried to increase the accuracy of research instruments, one of them being a simple method such as the scaling technique. This research aims to improve measurement accuracy by using scaling techniques through the process of successive intervals and summated rating scale in confirmatory factor analysis of the Academic Resilience (ARS) instrument. This research is a descriptive exploratory study using a questionnaire consisting of five answer choices (5-point Likert scale) as the research instrument. Participants in this research were 300 students. Data analysis was conducted using Microsoft Excel and R programs. The research results showed that there was a significant difference in the results of the reliability and validity of the constructs as well as the parameters in the confirmatory factor analysis of the ARS instrument before and after transformation with the method of successive intervals and summated rating scale. This research contributes to implementing quantitative data scaling practices in measurement research, and it has been proven that there was an increase in measurement accuracy after scaling.
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publishDate 2024-06-01
publisher Universitas Negeri Yogyakarta
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spelling doaj-art-99cd7afaa841431e98e0347b7a97fcbb2025-08-20T02:15:20ZengUniversitas Negeri YogyakartaJurnal Penelitian dan Evaluasi Pendidikan2685-71112338-60612024-06-01281324210.21831/pep.v28i1.6933455903Increasing measurement accuracy: Scaling effect on academic resilience instrument using Method of Successive Interval (MSI) and Method of Summated Rating Scale (MSRS)Beta Wulan Febriana0https://orcid.org/0000-0002-4353-1835Farida Agus Setiawati1Universitas Negeri Yogyakarta; Universitas Islam IndonesiaUniversitas Negeri YogyakartaA research instrument is crucial and must meet the requirements to be valid and reliable in content and construction. Not infrequently, various methods are tried to increase the accuracy of research instruments, one of them being a simple method such as the scaling technique. This research aims to improve measurement accuracy by using scaling techniques through the process of successive intervals and summated rating scale in confirmatory factor analysis of the Academic Resilience (ARS) instrument. This research is a descriptive exploratory study using a questionnaire consisting of five answer choices (5-point Likert scale) as the research instrument. Participants in this research were 300 students. Data analysis was conducted using Microsoft Excel and R programs. The research results showed that there was a significant difference in the results of the reliability and validity of the constructs as well as the parameters in the confirmatory factor analysis of the ARS instrument before and after transformation with the method of successive intervals and summated rating scale. This research contributes to implementing quantitative data scaling practices in measurement research, and it has been proven that there was an increase in measurement accuracy after scaling.https://journal.uny.ac.id/index.php/jpep/article/view/69334method of successive intervalssummed rating scaleconfirmatory factor analysisacademic resilience
spellingShingle Beta Wulan Febriana
Farida Agus Setiawati
Increasing measurement accuracy: Scaling effect on academic resilience instrument using Method of Successive Interval (MSI) and Method of Summated Rating Scale (MSRS)
Jurnal Penelitian dan Evaluasi Pendidikan
method of successive intervals
summed rating scale
confirmatory factor analysis
academic resilience
title Increasing measurement accuracy: Scaling effect on academic resilience instrument using Method of Successive Interval (MSI) and Method of Summated Rating Scale (MSRS)
title_full Increasing measurement accuracy: Scaling effect on academic resilience instrument using Method of Successive Interval (MSI) and Method of Summated Rating Scale (MSRS)
title_fullStr Increasing measurement accuracy: Scaling effect on academic resilience instrument using Method of Successive Interval (MSI) and Method of Summated Rating Scale (MSRS)
title_full_unstemmed Increasing measurement accuracy: Scaling effect on academic resilience instrument using Method of Successive Interval (MSI) and Method of Summated Rating Scale (MSRS)
title_short Increasing measurement accuracy: Scaling effect on academic resilience instrument using Method of Successive Interval (MSI) and Method of Summated Rating Scale (MSRS)
title_sort increasing measurement accuracy scaling effect on academic resilience instrument using method of successive interval msi and method of summated rating scale msrs
topic method of successive intervals
summed rating scale
confirmatory factor analysis
academic resilience
url https://journal.uny.ac.id/index.php/jpep/article/view/69334
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AT faridaagussetiawati increasingmeasurementaccuracyscalingeffectonacademicresilienceinstrumentusingmethodofsuccessiveintervalmsiandmethodofsummatedratingscalemsrs