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Information
| Code | İG038 |
| Name | Applied Statistics in Occupational Safety |
| Term | 2023-2024 Academic Year |
| Semester | . Semester |
| 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 | Prof. Dr. BELKIS ZERVENT ÜNAL |
Course Goal / Objective
It is aimed to select and to apply the statistical methods for the data obtained with diffirent studies.
Course Content
The importance of statistical methods in occupational health and safety applications. Frequency distributions, measures of central tendency and dispersion, the concepts of median and mode, standard deviation. Types of continuous and discontinuous distribution. Creating chart. Parametric tests, non-parametric tests. The normal distribution test, randomness test, analysis of variance. t-test, regression analysis, correlation analysis, curve estimation. Occupational health and safety applications of statistical methods with the help of computer-aided statistical package program. Optimization techniques, mathematical modeling. The use of optimization package program. Practices with the sample data sets.
Course Precondition
There are no prerequisites.
Resources
Lecture notes prepared by the course coordinator
Notes
Özdamar K., Statistical Data Analysis with Package Programs, Nisan Bookstore Publications
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Can apply selected statistical methods with the help of package programs |
| LO02 | Interprets the statistical analysis applied |
| LO03 | Choose the appropriate test method |
| LO04 | Can use the selected package program at least moderately. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Gains the ability to determine the health and safety risks in the working environment | 2 |
| PLO02 | Bilgi - Kuramsal, Olgusal | identify the necessary protective measures in the workplace environment, take measures, employer and employees to gain the ability to provide coordination on occupational health and safety | |
| PLO03 | Bilgi - Kuramsal, Olgusal | To be able to use the theoretical, technical, application and legal knowledge in occupational safety | |
| PLO04 | Bilgi - Kuramsal, Olgusal | Gains the ability to have information about the legislation related to the profession and to follow up the current | |
| PLO05 | Bilgi - Kuramsal, Olgusal | To be able to define and solve the problems encountered in the field of occupational safety with the knowledge and skills acquired in the field of specialization, to use them effectively in their solutions and to solve their solutions by establishing dialogue with the people in the business environment. | 4 |
| PLO06 | Bilgi - Kuramsal, Olgusal | To be able to add innovations, research and evaluate to existing systems and applications related to occupational health and safety, | 4 |
| PLO07 | Bilgi - Kuramsal, Olgusal | Gains the ability to use and know the general information communication technologies, | 2 |
| PLO08 | Bilgi - Kuramsal, Olgusal | Work with the team on first aid, unusual situations, disasters and fire fighting and evacuation. | |
| PLO09 | Bilgi - Kuramsal, Olgusal | Gains the skill of executing the work in accordance with the legal regulations and conditions, informing the employees and the representatives of the employees | |
| PLO10 | Bilgi - Kuramsal, Olgusal | Have knowledge about occupational diseases, occupational accidents and prevention, | |
| PLO11 | Bilgi - Kuramsal, Olgusal | Learns the personal protective equipment used in occupational health and safety, | |
| PLO12 | Bilgi - Kuramsal, Olgusal | Knows personal exposure and media measurement techniques. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | The importance of statistical methods in occupational health and safety applications | Reference Books | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 2 | Frequency distributions, measures of central tendency and dispersion, the concepts of median and mode, standard deviation. | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 3 | Types of continuous and discontinuous distribution. Creating chart. | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 4 | Parametric tests, non parametric tests. | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 5 | The normal distribution test, randomness test, analysis of varianc | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 6 | Practice with the sample data sets. | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 7 | t-test, regression analysis, correlation analysis, curve estimation. | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 8 | Mid-Term Exam | Implementation of the gained theoretical knowledges with software | Ölçme Yöntemleri: Ödev |
| 9 | Practice | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 10 | Applications of statistical methods with the help of computer-aided statistical package programme | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 11 | Program applications | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 12 | Optimization techniques, mathematical modeling. | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 13 | The use of optimization package program | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 14 | Applications of optimization | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 15 | General Revision | Implementation of the gained theoretical knowledges with software | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 16 | Term Exams | Implementation of the gained theoretical knowledges with software | Ölçme Yöntemleri: Ödev |
| 17 | Term Exams | Implementation of the gained theoretical knowledges with software | 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 | ||