Statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics
Proper understanding and proper application of statistical concepts is critical for scientific experiments. It is important to ensure that biology students are well-equipped and have the capability to effectively apply their knowledge to deal with real-world experimental issues. The purpose of this...
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sg-ntu-dr.10356-745362023-02-28T18:02:26Z Statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics Toh, Sher Gi Wilson Goh Wen Bin School of Biological Sciences DRNTU::Science Proper understanding and proper application of statistical concepts is critical for scientific experiments. It is important to ensure that biology students are well-equipped and have the capability to effectively apply their knowledge to deal with real-world experimental issues. The purpose of this study is therefore to identify the most important biology-relevant issues in statistics and evaluate whether a theory-practice-gap exist in these issues among biology students. Five themes that are most widely discussed by literatures were identified from Nature Collection and a 10-question statistics survey was developed to examine the performance of students in the theoretical as well as practical aspect of statistics. The performance of students in the theoretical aspect of statistics is significantly better than the practical aspect (41.9% vs 24.2%), suggesting that students generally have difficulties in translating theoretical knowledge for use in practice. The findings in this study shows preliminary evidence that a theory-practice-gap exist among biology students. Bachelor of Science in Biological Sciences 2018-05-21T06:02:02Z 2018-05-21T06:02:02Z 2018 Final Year Project (FYP) http://hdl.handle.net/10356/74536 en Nanyang Technological University 41 p. application/pdf |
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DRNTU::Science Toh, Sher Gi Statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics |
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Proper understanding and proper application of statistical concepts is critical for scientific experiments. It is important to ensure that biology students are well-equipped and have the capability to effectively apply their knowledge to deal with real-world experimental issues. The purpose of this study is therefore to identify the most important biology-relevant issues in statistics and evaluate whether a theory-practice-gap exist in these issues among biology students. Five themes that are most widely discussed by literatures were identified from Nature Collection and a 10-question statistics survey was developed to examine the performance of students in the theoretical as well as practical aspect of statistics. The performance of students in the theoretical aspect of statistics is significantly better than the practical aspect (41.9% vs 24.2%), suggesting that students generally have difficulties in translating theoretical knowledge for use in practice. The findings in this study shows preliminary evidence that a theory-practice-gap exist among biology students. |
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Wilson Goh Wen Bin |
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Wilson Goh Wen Bin Toh, Sher Gi |
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Final Year Project |
author |
Toh, Sher Gi |
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Toh, Sher Gi |
title |
Statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics |
title_short |
Statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics |
title_full |
Statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics |
title_fullStr |
Statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics |
title_full_unstemmed |
Statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics |
title_sort |
statistics for budding biologist : identifying and evaluating the gap between theoretical and real-world statistics |
publishDate |
2018 |
url |
http://hdl.handle.net/10356/74536 |
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1759853908662943744 |