| Physiotherapy and Rehabilitation (English) | |||||
| Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 | ||
| Course Code: | UNI280 | ||||
| Course Name: | Data Analysis with R | ||||
| Semester: | Fall | ||||
| Course Credits: |
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| Language of instruction: | English | ||||
| Course Condition: | |||||
| Does the Course Require Work Experience?: | No | ||||
| Type of course: | University Elective | ||||
| Course Level: |
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| Mode of Delivery: | E-Learning | ||||
| Course Coordinator: | Öğr. Gör. AYŞEGÜL ÇALIŞKAN İŞCAN | ||||
| Course Lecturer(s): | Dr. Ayşegül Çalışkan İşcan | ||||
| Course Assistants: |
| Course Objectives: | This course aims to teach the R programming language at a basic level. |
| Course Content: | This course includes basic elements of R programming languages. |
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The students who have succeeded in this course;
1) Have knowledge about R programming language 2) Learns R programming language at a basic level. 3) Can analyze any data by using R language. 4) Can understand and manipulate any R code. 5) Can make statistical analysis by using R language. |
| Week | Subject | Related Preparation |
| 1) | Course overview | |
| 2) | R Arithmetic, Atomic Data Types | |
| 3) | Variables, Vectors | |
| 4) | Matrices | |
| 5) | Lists, Data Frames | |
| 6) | Factors, Reading and Writing Data | |
| 7) | Exercises, Lesson Repetition | |
| 8) | Mid-term Week | |
| 9) | Control flow, functions | |
| 10) | Exploring and Preparing Data | |
| 11) | Working with text data | |
| 12) | Preparing Numeric Data, Dealing with Dates | |
| 13) | Merging data, Frequency tables | |
| 14) | Plotting in Base R, plotting with ggplot2 |
| Course Notes / Textbooks: | 1. Mark Gardener - Beginning R_ The Statistical Programming Language-Wrox 2. Tony Fischetti - Data Analysis with R_ Load, wrangle, and analyze your data using the world's most powerful statistical programming language-Packt Publishing (2015) |
| References: | 1. Mark Gardener - Beginning R_ The Statistical Programming Language-Wrox 2. Tony Fischetti - Data Analysis with R_ Load, wrangle, and analyze your data using the world's most powerful statistical programming language-Packt Publishing (2015) |
| Course Learning Outcomes | 1 |
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3 |
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5 |
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| Program Outcomes | |||||||||||||||
| 1) Physiotherapy defines the basic medical sciences concepts and principles related to physiotherapy and rehabilitation evaluation processes, basic elements and methodological application principles. | |||||||||||||||
| 2) He/She lists clinical evaluation tools and methods by analyzing the collected information about evaluation in physiotherapy according to reasoning and problem solving processes. | |||||||||||||||
| 3) Explain the indications, contraindications, side effects and intervention strategies of the physiotherapy approaches and the mechanisms used to cope with functional disability and possible intervention methods. Sorts the near and far term targets according to functional levels. | |||||||||||||||
| 4) It is based on the physiotherapy information related to the general health of the service area. It defines the health and lifestyle profile, deficiencies, body structure and function, activity-participation level of the person and determines the evaluation and treatment priorities in this direction. | |||||||||||||||
| 5) With the data obtained from physiotherapy assessments, it creates and implements an individual-oriented physiotherapy intervention plan in accordance with the diagnosis of physiotherapy by using information literacy, evidence-based clinical decision-making processes. | |||||||||||||||
| 6) It applies to the service area the exercise program planned as well as consultancy in the protection and development of health outside the disease states. | |||||||||||||||
| 7) Develops a scientific research proposal about physiotherapy and rehabilitation. | |||||||||||||||
| 8) He leads the clinical practice in accordance with the quality standards in the process of establishment and management of the institutions / organizations / centers providing physiotherapy and rehabilitation services. | |||||||||||||||
| 9) As a physical therapist, he works with his colleagues and professionals from different disciplines. | |||||||||||||||
| 10) Evaluates information sources with a critical approach by adapting to new conditions, learning new ideas, developing new ideas, and giving importance to quality. | |||||||||||||||
| 11) By using professional information sources and physiotherapy techniques effectively, it reaches information, adopts positive attitude and behavior model and determines learning objectives. | |||||||||||||||
| 12) Uses effective communication skills by respecting the confidentiality of service areas from a biopsychosocial point of view during physiotherapy evaluation and interventions. | |||||||||||||||
| 13) It adopts the ethical, deontological and legal framework for the collection, recording and reporting of necessary data during the physiotherapy evaluation and interventions. | |||||||||||||||
| 14) Observes the rights and responsibilities of the physicians in physiotherapy and rehabilitation practices and acts in accordance with the legislation and professional ethics rules in cooperation with the related disciplines. | |||||||||||||||
| 15) Physiotherapist takes responsibility with the understanding of interdisciplinary cooperation while preserving its identity, consciousness and professional autonomy. | |||||||||||||||
| No Effect | 1 Lowest | 2 Average | 3 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | Physiotherapy defines the basic medical sciences concepts and principles related to physiotherapy and rehabilitation evaluation processes, basic elements and methodological application principles. | 2 |
| 2) | He/She lists clinical evaluation tools and methods by analyzing the collected information about evaluation in physiotherapy according to reasoning and problem solving processes. | 2 |
| 3) | Explain the indications, contraindications, side effects and intervention strategies of the physiotherapy approaches and the mechanisms used to cope with functional disability and possible intervention methods. Sorts the near and far term targets according to functional levels. | 2 |
| 4) | It is based on the physiotherapy information related to the general health of the service area. It defines the health and lifestyle profile, deficiencies, body structure and function, activity-participation level of the person and determines the evaluation and treatment priorities in this direction. | 2 |
| 5) | With the data obtained from physiotherapy assessments, it creates and implements an individual-oriented physiotherapy intervention plan in accordance with the diagnosis of physiotherapy by using information literacy, evidence-based clinical decision-making processes. | 1 |
| 6) | It applies to the service area the exercise program planned as well as consultancy in the protection and development of health outside the disease states. | 3 |
| 7) | Develops a scientific research proposal about physiotherapy and rehabilitation. | 1 |
| 8) | He leads the clinical practice in accordance with the quality standards in the process of establishment and management of the institutions / organizations / centers providing physiotherapy and rehabilitation services. | 1 |
| 9) | As a physical therapist, he works with his colleagues and professionals from different disciplines. | 2 |
| 10) | Evaluates information sources with a critical approach by adapting to new conditions, learning new ideas, developing new ideas, and giving importance to quality. | 1 |
| 11) | By using professional information sources and physiotherapy techniques effectively, it reaches information, adopts positive attitude and behavior model and determines learning objectives. | 2 |
| 12) | Uses effective communication skills by respecting the confidentiality of service areas from a biopsychosocial point of view during physiotherapy evaluation and interventions. | 2 |
| 13) | It adopts the ethical, deontological and legal framework for the collection, recording and reporting of necessary data during the physiotherapy evaluation and interventions. | 3 |
| 14) | Observes the rights and responsibilities of the physicians in physiotherapy and rehabilitation practices and acts in accordance with the legislation and professional ethics rules in cooperation with the related disciplines. | 2 |
| 15) | Physiotherapist takes responsibility with the understanding of interdisciplinary cooperation while preserving its identity, consciousness and professional autonomy. | 2 |
| Semester Requirements | Number of Activities | Level of Contribution |
| Application | 13 | % 20 |
| Midterms | 1 | % 30 |
| Final | 1 | % 50 |
| total | % 100 | |
| PERCENTAGE OF SEMESTER WORK | % 50 | |
| PERCENTAGE OF FINAL WORK | % 50 | |
| total | % 100 | |
| Activities | Number of Activities | Preparation for the Activity | Spent for the Activity Itself | Completing the Activity Requirements | Workload | ||
| Course Hours | 13 | 1 | 3 | 1 | 65 | ||
| Homework Assignments | 13 | 1 | 1 | 26 | |||
| Midterms | 1 | 14 | 1 | 1 | 16 | ||
| Final | 1 | 28 | 1 | 1 | 30 | ||
| Total Workload | 137 | ||||||