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Information
| Code | BTE741 |
| Name | Statistical Applications in Education |
| Term | 2023-2024 Academic Year |
| Term | Fall and Spring |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | |
| Course Instructor |
1 |
Course Goal / Objective
It is to help postgraduate students to make sense of the statistical processes they will use in their scientific studies at the thesis stage by improving statistical literacy.
Course Content
Basic concepts of statistics and their application to education, parametric and non-parametric techniques used in social sciences.
Course Precondition
None
Resources
1) SPSS ile Bilimsel Araştırma Sürecinde Nicel Veri Analizi (2018), Abdullah CAN, Pegem Akademi Yayıncılık 2) Sosyal Bilimler için İstatistik (2019), Şener Büyüköztürk, Ömay Çokluk, Nilgün Köklü, Pegem Akademi Yayıncılık
Notes
Digital databases, articles, theses, journals, videos, presentations on the subject
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Explains the basic concepts of applied education statistics. |
| LO02 | Understands the place and importance of statistics in the research process. |
| LO03 | Explain the difference between qualitative and quantitative research. |
| LO04 | Recognize the main statistical techniques used in educational research. |
| LO05 | Determines statistical techniques suitable for research problems. |
| LO06 | Processes data into computer. |
| LO07 | Performs desired statistical analysis from processed data. |
| LO08 | It presents the results of statistical analysis in graphs or tables for research purposes. |
| LO09 | Interprets statistical analysis results. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Uses the basic concepts and principles of Instructional Technology at the level of expertise in the field. | |
| PLO02 | Bilgi - Kuramsal, Olgusal | Approaches theories or practices related to the field of instructional technologies with high-level thinking skills such as critical thinking and creativity. | |
| PLO03 | Bilgi - Kuramsal, Olgusal | List the applications of scientific research and related statistical techniques in the field of instructional technologies. | 5 |
| PLO04 | Bilgi - Kuramsal, Olgusal | Uses advanced information and communication technologies together with the computer software required by the field. | 2 |
| PLO05 | Bilgi - Kuramsal, Olgusal | Uses scientific research and related statistical techniques in classical applications of instructional technologies. | 5 |
| PLO06 | Bilgi - Kuramsal, Olgusal | Understands the multidimensional causes of complex, theoretical and current problems within the scope of instructional technologies and evaluates them in integrity. | 2 |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Develops a plan for the solution of complex, theoretical and current problems within the scope of the field with a scientific perspective, implements the plan and evaluates the results. | 3 |
| PLO08 | Yetkinlikler - Öğrenme Yetkinliği | Takes personal responsibilities in solving problems related to the field or within the scope of the field. | |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | It follows the scientific developments in the field of instructional technologies and carries it into professional practice. | |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | It follows current problems and practices, identifies problems in line with national values and country realities, proposes solutions and evaluates them. | |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | He/she is a critical thinker, generates new ideas and has the ability to explore and solve problems. | |
| PLO12 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Establishes effective and healthy communication with students, teachers, school management, families and individuals in the study group. | |
| PLO13 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Knows a foreign language at a level to follow foreign sources related to his field. | |
| PLO14 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | It takes responsibility for the dissemination and distribution of developments in the field at local and national level. | |
| PLO15 | Yetkinlikler - Öğrenme Yetkinliği | It supports the protection and learning of these values by acting on the basis of scientific and ethical values in its work in the field. | |
| PLO16 | Yetkinlikler - Öğrenme Yetkinliği | Interprets, develops and evaluates strategy, policy and implementation plans on the future of the field on the basis of quality processes. | |
| PLO17 | Yetkinlikler - Öğrenme Yetkinliği | It carries the relevant developments in other fields to the field of instructional technologies. | |
| PLO18 | Yetkinlikler - Öğrenme Yetkinliği | It creates and maintains an efficient collaborative working environment by developing insight into stakeholder behavior. | |
| PLO19 | Yetkinlikler - Alana Özgü Yetkinlik | It develops teaching activities and practices by integrating teaching technologies into different disciplines and thus increases teaching effectiveness. | |
| PLO20 | Yetkinlikler - Alana Özgü Yetkinlik | Based on the principles of instructional technologies, it designs and develops instructional content suitable for current digital platforms. | |
| PLO21 | Yetkinlikler - Alana Özgü Yetkinlik | Acquires digital competency skills, which are included in 21st century skills, and literacy related to newly emerging current instructional technologies in accordance with the requirements of the age. | 2 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Giving information about the content of the course, the studies to be done, the methods and techniques to be used and the evaluation | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 2 | The place and importance of statistics and statistics in scientific research | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 3 | Types of measurement, variables and variables Types of statistical techniques | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 4 | Statistical forecasting and forecasting errors. Statistical technical determination criteria in data analysis | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 5 | Data entry to the statistics program used | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Gösterip Yaptırma, Alıştırma ve Uygulama |
| 6 | Calculating descriptive statistics from data sets with statistics program | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Gösterip Yaptırma |
| 7 | Relationship calculation techniques in datasets | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Alıştırma ve Uygulama, Gösterip Yaptırma |
| 8 | Mid-Term Exam | Preparing for the exam and reviewing the topics | Ölçme Yöntemleri: Ödev |
| 9 | Use of t-test in data analysis | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma, Gösterip Yaptırma |
| 10 | Use of Analysis of Variance in descriptive studies | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma, Gösterip Yaptırma |
| 11 | Use of Analysis of Variance in experimental studies | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma, Gösterip Yaptırma |
| 12 | Covariance Analysis-I | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma, Gösterip Yaptırma |
| 13 | Covariance Analysis-II | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma, Gösterip Yaptırma |
| 14 | Other non-parametric analysis techniques | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma, Gösterip Yaptırma |
| 15 | Making evaluations within the framework of the gains obtained in the course and the applications made. | Related subjects in the course text book | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma, Gösterip Yaptırma |
| 16 | Term Exams | Preparing for the exam and reviewing the topics | Ölçme Yöntemleri: Ödev |
| 17 | Term Exams | Preparing for the exam and reviewing the topics | Ölçme Yöntemleri: Ödev |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||