Bootstrap Approach for Analyzing the Influence of Interpersonal Communication Skills on Science Performances
This study aims to analyze the influence of interpersonal communication skills on students’ science performances. Moreover, gender and high school background are also analyzed. This study uses a non-parametric bootstrap for regression models. It allows us to avoid statistical assumption tests which...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Tishk International University
2022-03-01
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| Series: | International Journal of Social Sciences & Educational Studies |
| Subjects: | |
| Online Access: | https://ijsses.tiu.edu.iq/index.php/volume-8-issue-1-article-10/ |
| _version_ | 1797428364694257664 |
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| author | Umi Mahmudah Siti Fatimah |
| author_facet | Umi Mahmudah Siti Fatimah |
| author_sort | Umi Mahmudah |
| collection | DOAJ |
| description | This study aims to analyze the influence of interpersonal communication skills on students’ science performances. Moreover, gender and high school background are also analyzed. This study uses a non-parametric bootstrap for regression models. It allows us to avoid statistical assumption tests which usually must be done in the traditional regression estimation. Both qualitative and quantitative methods are used in this study. As many as 72 undergraduate students are used. All statistical results are performed using R program. The empirical results reveal that interpersonal communication skills affect students’ science performance positively. The results also show gender and high school background have positive impact on science performance. Overall, the results reveal that bootstrap approach in regression produce better accuracy. This research implies the importance of interpersonal communication skills to be mastered by all students, so they can adapt properly during their education as well as graduating from school. |
| first_indexed | 2024-03-09T08:57:50Z |
| format | Article |
| id | doaj.art-2085c42e5a4049c68978b8bfd9a1f8d8 |
| institution | Directory Open Access Journal |
| issn | 2409-1294 2520-0968 |
| language | English |
| last_indexed | 2024-03-09T08:57:50Z |
| publishDate | 2022-03-01 |
| publisher | Tishk International University |
| record_format | Article |
| series | International Journal of Social Sciences & Educational Studies |
| spelling | doaj.art-2085c42e5a4049c68978b8bfd9a1f8d82023-12-02T12:27:47ZengTishk International UniversityInternational Journal of Social Sciences & Educational Studies2409-12942520-09682022-03-018113714810.23918/ijsses.v8i1p137Bootstrap Approach for Analyzing the Influence of Interpersonal Communication Skills on Science PerformancesUmi Mahmudah0Siti Fatimah1Institut Agama Islam Negeri Pekalongan, IndonesiaInstitut Agama Islam Nahdlatul Ulama Kebumen, IndonesiaThis study aims to analyze the influence of interpersonal communication skills on students’ science performances. Moreover, gender and high school background are also analyzed. This study uses a non-parametric bootstrap for regression models. It allows us to avoid statistical assumption tests which usually must be done in the traditional regression estimation. Both qualitative and quantitative methods are used in this study. As many as 72 undergraduate students are used. All statistical results are performed using R program. The empirical results reveal that interpersonal communication skills affect students’ science performance positively. The results also show gender and high school background have positive impact on science performance. Overall, the results reveal that bootstrap approach in regression produce better accuracy. This research implies the importance of interpersonal communication skills to be mastered by all students, so they can adapt properly during their education as well as graduating from school.https://ijsses.tiu.edu.iq/index.php/volume-8-issue-1-article-10/interpersonalcommunicationscience performancebootstrap regression |
| spellingShingle | Umi Mahmudah Siti Fatimah Bootstrap Approach for Analyzing the Influence of Interpersonal Communication Skills on Science Performances International Journal of Social Sciences & Educational Studies interpersonal communication science performance bootstrap regression |
| title | Bootstrap Approach for Analyzing the Influence of Interpersonal Communication Skills on Science Performances |
| title_full | Bootstrap Approach for Analyzing the Influence of Interpersonal Communication Skills on Science Performances |
| title_fullStr | Bootstrap Approach for Analyzing the Influence of Interpersonal Communication Skills on Science Performances |
| title_full_unstemmed | Bootstrap Approach for Analyzing the Influence of Interpersonal Communication Skills on Science Performances |
| title_short | Bootstrap Approach for Analyzing the Influence of Interpersonal Communication Skills on Science Performances |
| title_sort | bootstrap approach for analyzing the influence of interpersonal communication skills on science performances |
| topic | interpersonal communication science performance bootstrap regression |
| url | https://ijsses.tiu.edu.iq/index.php/volume-8-issue-1-article-10/ |
| work_keys_str_mv | AT umimahmudah bootstrapapproachforanalyzingtheinfluenceofinterpersonalcommunicationskillsonscienceperformances AT sitifatimah bootstrapapproachforanalyzingtheinfluenceofinterpersonalcommunicationskillsonscienceperformances |