Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research
The selection of appropriate statistical test tools is a major challenge in quantitative research, and errors in their selection can affect the validity and reliability of research results. This study aims to develop a systematic strategy for selecting appropriate statistical test tools based on the...
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| Format: | Article |
| Language: | English |
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Indonesian Institute for Counseling, Education and Therapy (IICET)
2024-07-01
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| Series: | JPPI (Jurnal Penelitian Pendidikan Indonesia) |
| Subjects: | |
| Online Access: | https://jurnal.iicet.org/index.php/jppi/article/view/3691 |
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| author | Nana Darna Iwan Setiawan M. Aziz Basari Kasman Kasman |
| author_facet | Nana Darna Iwan Setiawan M. Aziz Basari Kasman Kasman |
| author_sort | Nana Darna |
| collection | DOAJ |
| description | The selection of appropriate statistical test tools is a major challenge in quantitative research, and errors in their selection can affect the validity and reliability of research results. This study aims to develop a systematic strategy for selecting appropriate statistical test tools based on the type of data and hypotheses used, and provide practical guidance for researchers of various skill levels. The research method used is descriptive research with a qualitative approach, where data is collected through literature studies and case studies on various quantitative studies. The selected test tools were analyzed using content analysis techniques to identify the match with the data characteristics. The results showed that the selection of appropriate test tools improved the accuracy and efficiency of statistical analyses, and the strategy applied helped make it easier for researchers to determine the appropriate statistical test tools through clear groupings based on data types and hypotheses. The implication of this research is the importance of in-depth understanding of the basic assumptions of test tools as well as the application of this strategy to improve the quality and credibility of quantitative research in various disciplines. |
| format | Article |
| id | doaj-art-3a3b63b28e914582b106c454be8d4348 |
| institution | Kabale University |
| issn | 2477-8524 2502-8103 |
| language | English |
| publishDate | 2024-07-01 |
| publisher | Indonesian Institute for Counseling, Education and Therapy (IICET) |
| record_format | Article |
| series | JPPI (Jurnal Penelitian Pendidikan Indonesia) |
| spelling | doaj-art-3a3b63b28e914582b106c454be8d43482025-01-27T12:35:03ZengIndonesian Institute for Counseling, Education and Therapy (IICET)JPPI (Jurnal Penelitian Pendidikan Indonesia)2477-85242502-81032024-07-0110284385110.29210/0202436912532Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative researchNana Darna0Iwan Setiawan1M. Aziz Basari2Kasman Kasman3Universitas GaluhUniversitas GaluhUniversitas GaluhUniversitas GaluhThe selection of appropriate statistical test tools is a major challenge in quantitative research, and errors in their selection can affect the validity and reliability of research results. This study aims to develop a systematic strategy for selecting appropriate statistical test tools based on the type of data and hypotheses used, and provide practical guidance for researchers of various skill levels. The research method used is descriptive research with a qualitative approach, where data is collected through literature studies and case studies on various quantitative studies. The selected test tools were analyzed using content analysis techniques to identify the match with the data characteristics. The results showed that the selection of appropriate test tools improved the accuracy and efficiency of statistical analyses, and the strategy applied helped make it easier for researchers to determine the appropriate statistical test tools through clear groupings based on data types and hypotheses. The implication of this research is the importance of in-depth understanding of the basic assumptions of test tools as well as the application of this strategy to improve the quality and credibility of quantitative research in various disciplines.https://jurnal.iicet.org/index.php/jppi/article/view/3691statistical testing tools, data types, hypothesis types, quantitative |
| spellingShingle | Nana Darna Iwan Setiawan M. Aziz Basari Kasman Kasman Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research JPPI (Jurnal Penelitian Pendidikan Indonesia) statistical testing tools, data types, hypothesis types, quantitative |
| title | Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research |
| title_full | Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research |
| title_fullStr | Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research |
| title_full_unstemmed | Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research |
| title_short | Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research |
| title_sort | smart strategy in statistics choosing appropriate test tools for data and hypotheses in quantitative research |
| topic | statistical testing tools, data types, hypothesis types, quantitative |
| url | https://jurnal.iicet.org/index.php/jppi/article/view/3691 |
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