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Information
| Code | BİS540 |
| Name | Applied Biostatistics |
| Term | 2023-2024 Academic Year |
| Semester | . Semester |
| Duration (T+A) | 2-2 (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 Goal / Objective
Gaining knowledge and skills in planning, analyzing and interpreting research using biostatistical techniques
Course Content
Health research will be designed, data collection will be developed and data entry will be made in SPSS. The data obtained will be analyzed in SPSS with the tests used in the field of biostatistics and data presentation will be made.
Course Precondition
No
Resources
1.Wassertheil-Smoller, S., & Smoller, J. (2004). Biostatistics and epidemiology: a primer for health and biomedical professionals (pp. 161-167). New York: Springer-Verlag. 2.Alpar, R. (2012). Uygulamalı istatistik ve geçerlik-güvenirlik: spor, sağlık ve eğitim bilimlerinden örneklerle. Detay Yayıncılık.
Notes
Course materials
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | comprehend the place and importance of biostatistics |
| LO02 | Designs the appropriate research method, collects data in the health field, enters data in SPSS |
| LO03 | Distinguish between hypothesis tests, apply them in SPSS and interpret the results |
| LO04 | Presents the results obtained using statistical methods verbally and visually |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Students comprehends the fundamentals of statistical theory related to the field of health ( probability and bayesian biostatistics). | 4 |
| PLO02 | Bilgi - Kuramsal, Olgusal | Students explain demographic terminologies and statistical methods in the field of health sciences. | 4 |
| PLO03 | Beceriler - Bilişsel, Uygulamalı | Students understand and use medical terminology. | |
| PLO04 | Beceriler - Bilişsel, Uygulamalı | Students collect data from research studies, analyze, and make inferences | 3 |
| PLO05 | Beceriler - Bilişsel, Uygulamalı | Students knows the system of international classification of diseases, obtain and analyze hospital statistics. | |
| PLO06 | Beceriler - Bilişsel, Uygulamalı | Students design scientific research studies in order to give response to the problem arising from health and clinical sciences | |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Students select the appropriate statistical procedure for analysis , apply and make inferences. | 3 |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Students use the necessary statistical packages for analysis, if necessary write and develop software. | |
| PLO09 | Beceriler - Bilişsel, Uygulamalı | Students follow the latest development in medical informatics and employ frequently used tools and methods. | |
| PLO10 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Students design health survey, determine the sampling method and conduct the survey | |
| PLO11 | Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği | Students select and use proper statistical procedure for diagnosis and in making inferences for the data in health and clinical medicine and provide consultance to clinicians in the field. | 4 |
| PLO12 | Yetkinlikler - Öğrenme Yetkinliği | Students develop the ability of critical thinking, make a conclusion with a critical approach to the evidence | |
| PLO13 | Yetkinlikler - Öğrenme Yetkinliği | Students apply analytical procedure to frequently used survival data, multivariate procedure and regression techniques. | 3 |
| PLO14 | Yetkinlikler - İletişim ve Sosyal Yetkinlik | Students provide consulting services by using effective communication skills; take part in research teamworks; defend the ethical rules. | |
| PLO15 | Yetkinlikler - Alana Özgü Yetkinlik | Students explain the fundamental terminologies in epidemiology, guide researchers conducting field survey and clinical studies, develop methodologies in determining disease risk factor and disease burden and advise for choosing proper diagnostic test. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Definitions and Data Measurement | Reading | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 2 | Introduction to SPSS | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 3 | Descriptive statistics and graphical methods with SPSS-1 | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 4 | Descriptive statistics and graphical methods with SPSS-2 | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 5 | Parametric and non-parametric hypothesis tests | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 6 | Parametric and non-parametric hypothesis testing applications in SPSS-1 | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 7 | Parametric and non-parametric hypothesis testing applications in SPSS-2 | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 8 | Mid-Term Exam | Ölçme Yöntemleri: Ödev |
|
| 9 | Calculation and interpretation of correlation coefficient in SPSS | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 10 | Regression analysis in SPSS-1 | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 11 | Regression anayisis in SPSS-2 | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 12 | Designing a research in the field of health | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 13 | Research methods and data collection tools | Course materials | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Tartışma |
| 14 | Data presentation with table and graphics-1 | Course materials | Öğretim Yöntemleri: Anlatım, Tartışma, Alıştırma ve Uygulama |
| 15 | Data presentation with table and graphics-2 | Course materials | Öğretim Yöntemleri: Anlatım, Tartışma, Alıştırma ve Uygulama |
| 16 | Term Exams | Ölçme Yöntemleri: Proje / Tasarım |
|
| 17 | Term Exams | Ölçme Yöntemleri: Ödev |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 4 | 56 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 4 | 56 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 1 | 2 | 2 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 12 | 12 |
| Final Exam | 1 | 28 | 28 |
| Total Workload (Hour) | 154 | ||
| Total Workload / 25 (h) | 6,16 | ||
| ECTS | 6 ECTS | ||