| Course Unit Code | Course Unit Title | Type of Course Unit | Year of Study | Semester | Number of ECTS Credits | | FB120Y | Analysis of Measurement Data in Science Education Research | Elective | 1 | 2 | 6 |
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| Level of Course Unit |
| Second Cycle |
| Objectives of the Course |
| To provide information on the necessary steps to analyze the data collected in scientific research related to science education, interpretations of the analysis results and how to use them. |
| Name of Lecturer(s) |
| Doç. Dr. Ekrem CENGİZ |
| Learning Outcomes |
| 1 | Learns to use SPSS Program | | 2 | Learns Descriptive Analysis and Data Editing with SPSS | | 3 | Understand how to perform Normality Assumption Analysis with SPSS | | 4 | SPSS ile Parametrik Olmayan Karşılaştırma Testlerinin nasıl kullanılacağını kavrar | | 5 | Learns to do Frequency Analysis (Chi-Square Tests) with SPSS | | 6 | Understand how to perform Validity and Reliability Analysis (Exploratory Factor Analysis[EFA]) with SPSS |
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| Mode of Delivery |
| Normal Education |
| Prerequisites and co-requisities |
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| Recommended Optional Programme Components |
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| Course Contents |
| 1- SPSS Introduction, Data Entry to SPSS File and SPSS General Settings
2- Descriptive Analysis and Data Editing Commands with SPSS
3- Normality Assumption Analysis with SPSS
4- T Tests with SPSS
5- One-Way Analysis of Variance (ANOVA) with SPSS
6- Non-Parametric Comparison Tests with SPSS
7- Frequency Analysis with SPSS (Chi-Square Tests)
8- Validity Analysis with SPSS (Exploratory Factor Analysis[EFA])
9- Reliability Analysis with SPSS (Cronbach Alpha Coefficient Calculation) |
| Weekly Detailed Course Contents |
|
| 1 | SPSS Introduction, Data Entry to SPSS File and SPSS General Settings | | | | 2 | SPSS Introduction, Data Entry to SPSS File and SPSS General Settings | | | | 3 | Descriptive Analysis and Data Editing Commands with SPSS | | | | 4 | Normality Assumption Analysis with SPSS | | | | 5 | Normality Assumption Analysis with SPSS | | | | 6 | T Tests with SPSS | | | | 7 | T Tests with SPSS | | | | 8 | Preparing Homework Regarding SPSS Applications | | | | 9 | One-Way Analysis of Variance (ANOVA) with SPSS | | | | 10 | Non-Parametric Comparison Tests with SPSS | | | | 11 | Frequency Analysis with SPSS (Chi-Square Tests) | | | | 12 | Validity Analysis with SPSS (Exploratory Factor Analysis[EFA]) | | | | 13 | Reliability Analysis with SPSS (Cronbach Alpha Coefficient Calculation) | | | | 14 | Reliability Analysis with SPSS (Cronbach Alpha Coefficient Calculation) | | | | 15 | Reliability Analysis with SPSS (Cronbach Alpha Coefficient Calculation) | | | | 16 | Preparing Homework Regarding SPSS Applications | | |
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| Recommended or Required Reading |
| 1- SPSS ile Temel Veri Analizleri. Doç. Dr. Murat BURSAL Anı Yayıncılık.
2- SPSS - AMOS - META Uygulamalı İstatistiksel Analizler. Yalçın Karagöz. Nobel Akademik Yayıncılık. |
| Planned Learning Activities and Teaching Methods |
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| Assessment Methods and Criteria | |
| Report Presentation | 1 | 100 | | SUM | 100 | |
| Report Presentation | 1 | 100 | | SUM | 100 | | Term (or Year) Learning Activities | 40 | | End Of Term (or Year) Learning Activities | 60 | | SUM | 100 |
| | Language of Instruction | | Turkish | | Work Placement(s) | |
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| Workload Calculation |
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| Attending Lectures | 5 | 5 | 25 |
| Question-Answer | 5 | 5 | 25 |
| Report Preparation | 5 | 5 | 25 |
| Report Presentation | 5 | 1 | 5 |
| Self Study | 5 | 2 | 10 |
| Individual Study for Homework Problems | 5 | 5 | 25 |
| Report | 5 | 5 | 25 |
| Homework | 5 | 5 | 25 |
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| Contribution of Learning Outcomes to Programme Outcomes |
| LO1 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 3 | 1 | | LO2 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 2 | 1 | | LO3 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 3 | 1 | | LO4 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 2 | 2 | | LO5 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 2 | 1 | | LO6 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 3 | 1 |
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| * Contribution Level : 1 Very low 2 Low 3 Medium 4 High 5 Very High |
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