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AK2036 Theory and Methodology of Science with Applications (Natural and Technological Science) 7.5 credits

Course memo Spring 2023-61089

Version 1 – 01/15/2023, 10:26:58 PM

Course offering

Period 3 (Start date 17/01/2023, English)

Language Of Instruction

English

Offered By

ABE/Philosophy

Course memo Spring 2023

Headings denoted with an asterisk ( * ) is retrieved from the course syllabus version Autumn 2022

Content and learning outcomes

Course contents

The following is an incomplete list of topics covered in the course.

  • Scientific knowledge
  • Definitions 
  • Hypothesis testing
  • Observations and measurements
  • Experiments
  • Models
  • Statistical reasoning
  • Causes and explanations
  • Engineering design

  • Qualitative methods
  • Research ethics
  • Risk and risk assessment

The course consists of lectures, online assignments, seminars, a project part, and a digital exam.

Intended learning outcomes

After having completed the course, the student should, with regards to the theory and methodology of science be able to:

· Identify definitions and descriptions of concepts, theories and problem areas, as well as identify the correct applications of these concept and theories.

· Account for concepts, theories and general problems areas, as well as apply concepts and theories to specific cases.

· Critically discuss the definitions and applications of concepts and theories as they apply to specific cases of scientific research.

These learning outcomes are examined orally via seminars, and in writing via online assignments and a digital exam.

After having completed the course, the student should also be able to (applies to students that do not take the master’s programme medical engineering (TMLEM):

· Summarise and present research reports or scientific articles in a way that makes them accessible to a non-expert audience.

· Account for standard structural and qualitative criteria for scientific writing and apply these to research reports or scientific articles.

· Identify and critically discuss specific theoretical and methodological problems in research reports or scientific articles.

These learning outcomes are examined in writing via a project part.

Students from the master’s programme medical engineering (TMLEM) should be able to:

· Account for and apply the most common theories and methods of applied ethics and account for their relevance for medical technology.

· Carry out independent moral reflections concerning practical problems in the ethics of medical technology.

These learning outcomes are examined orally and in writing via a project part.

Learning activities

1 live physical on campus lecture and 1o pre-recorded digital online video lectures. For each lecture, except lecture 1, there is a non-mandatory quiz and a text transcription. The videos are included in the course schedule but can be watched at another date or time.

2 flipped classrooms 

4 seminars.  Each seminar is about the contents of some of the video lectures and some course texts. Before each seminar there is a mandatory quiz and the students are required to come prepared by having read the assigned course material for each seminar, and being able to demonstrate knowledge about relevant technical terms and course concepts for each seminar. The seminar consists of teaching, group excercises and discussions. The seminars start course week 3, typically one seminar each week, except for a seminar free pause for one week between Seminar 2 and 3. There are often but not always several groups to choose from. Group choice is done in Canvas when the course starts. The seminars are done through Zoom and Campus. However, Campus seminars can be changed to Zoom seminars if the KTH health guidlines changes.  

4 project part essay submissions including 3 peer review assignments. Step by step you will learn both how to popularize the content of a scientific article in your field of study, and to use the course concepts to point our methodological strengths and weaknessess. The final end product is an essay you write with people from your master programme (if possible). This part starts with a pre-recorded lecture. There are no mandatory meetings. 

Detailed plan

This course includes the following eleven lectures. They are all available as videos on Canvas except the first, and you can watch them whenever you want. Their place (except the first live campus introduction lecture) in the schedule is a suggestion of when you might view it.

  1. Introduction and scientific knowledge (given live on campus)
  2. Scientific inferences (59 minutes)
  3. Observation and measurement (76 minutes)
  4. Experiments (49 minutes)
  5. Models (62 minutes)
  6. Statistics (62 minutes)
  7. Explanations and causes (81 minutes)
  8. Engineering design (76 minutes)
  9. Qualitative methods (93 minutes)
  10. Research Ethics (103 minutes)
  11. Anticipating risk in science and engineering (85 minutes)

From the second lecture onward, there is an associated quiz of 15 questions. If you complete the quiz with at least 14 points, you will get bonus points on the exam. You can attempt to complete the quiz as many times as you like until it closes. This quiz closes at the end of the week where the lecture is scheduled (Sunday, 23:59, of each week). This is to incentivise studying throughout the course, rather than only at the end. Bonus points collected during this period are valid for the exam and the re-exam belonging to this period.

There are also two (non obligatory) flipped classroom sessions which also gives bonus points for each session, where students get a chance and are encouraged to ask questions about different lectures. Flipped classroom 1 is about Lecture 2. and 3. Flipped classroom is about Lecture 4. and 5.

If all the quizes and the the two flipped classrooms are completed one get a maximum of 5 bonus points on the exam. 

This course includes these four mandatory seminars.

  1. Definitions, operationalizations and hypotheses (course week 3)
  2. Designing a scientific study (course week 4)
  3. Interpretation, analysis, and evidence (course week 6)
  4. Research ethics (course week 7).

For each seminar, there are texts to read and a quiz to complete before you take the seminar. You need at least 14 points on the quiz before attending. If you attend without having scored at least 14 points on the quiz, you are not sufficiently prepared, and you will not be marked as attending. You can take the quiz as many times as you want before your seminar.

You will take one seminar each seminar week. You join a seminar group on Canvas, under the heading “People”. If you cannot see the heading, make sure you have registered. You will then take the rest of the seminars with this group, the same day of the week and the same time of day each week. You are welcome to join a seminar group that is not in your own schedule, but contact the teacher for that seminar before you do and check that it is OK. There is more information about the seminars in the document “Seminar information” on Canvas.

This course also inlcudes a project part, which consists of four mandatory project part essay submissions and three peer-reviews of other students submissions. The first two submissions are done individually, and the last two (a preliminary version of the essay, and the final version) are done together with other students from your master programme. If there are too few students, you will submit an individually written project part essay.

In the project part you will work with a published scientific article from your field of study (which we provide). You will first make a poularized presentation of one concept from the article, and peer review other students' texts. You will then do a methodological evaluation of the article and point out methodological strengths and methodological weaknesses of the text, and peer review other students' texts. You will then join forces and work in groups of 2-5 students and write a text where you popularize the content of the article for a general audience, as well as dicuss all strengths and weaknessess of the article. You then individually peer review other students' submissions and use the feedback you get to revise your text into a final, fourth submission. More detailed information can be found on canvas.

Preparations before course start

Literature

Literature

There are two main course texts:

  • Justified Method Choice by Till Grüne-Yanoff. This course text is based on the video lectures. 

In addition, there are three supplemental texts:

  • Some Issues in the Philosophy of Technology, by Sven Ove Hansson.
  • On Being a Scientist: Responsible Conduct in Research, which is an excerpt from a text by the National Academy of Sciences.
  • Ethical Thinking by Jesper Ahlin.

Further reading (not obligatory):

  • The Art of Doing Science by Sven Ove Hansson.

All are available in the file format pdf from the Canvas pages. They cannot be bought as physical books, but you are welcome to print them. On the Canvas page “Reading instructions” you can see which sections to read for the lectures. There are also texts for the seminars, see the document “Seminar information” on Canvas.

Advice from previous students

In course evaluations for previous periods, students wanted to pass on the following advice.

  • This course is different from many other courses in an engineering degree, and often requires a slightly different approach.
  • It is a good idea to follow along with the course structure, such as watching lectures when they are scheduled and completing the quizzes.
  • It is useful to take careful notes during the lectures. However, this increases the viewing time of the videos, so you need to plan for that.
  • Taking time to prepare for the seminars and actively engaging in the seminars makes it much easier to understand the course concepts and pass the exam.

Examination and completion

Grading scale

A, B, C, D, E, FX, F

Examination

  • PRO1 - Project, 3.0 credits, Grading scale: P, F
  • SEM1 - Seminars, 1.5 credits, Grading scale: P, F
  • TENA - Examination, 3.0 credits, Grading scale: A, B, C, D, E, FX, F

Based on recommendation from KTH’s coordinator for disabilities, the examiner will decide how to adapt an examination for students with documented disability.

The examiner may apply another examination format when re-examining individual students.

TENA is examined via a digital exam. The examiner decides, based on recommendation from KTH’s coordinator for disabilities, if a custom-made examination for students with documented disabilities is appropriate.

The examiner may apply other examination formats when re-examining individual students.

The section below is not retrieved from the course syllabus:

Seminars (SEM1)

There are four seminars, all mandatory. To pass a seminar you need to:

  • read the required course material before the seminar
  • watch the required videos before the seminar
  • pass a seminar quiz before the seminar
  • demonstrate knowledge about relevant course concepts during the seminar
  • actively participate in the seminar

During a seminar you should be able to explain the course concepts for that seminar and use them correctly as well as discuss their definitions and uses with peers. The seminars are  learning activities and thus it is acceptable to, for example, have misunderstood a concept when preparing for the seminar, just as long as the student has made an effort to understand the concept by studying the course material. The teachers are there to help during the seminar, and the students are also encouraged to contact the teacher or course responsible before the seminar, if they have any questions concerning course content or -concepts. However, it is not acceptable to attend the seminar without proper preparation or to remain quiet during the entire seminar.

Examination (TENA)

The examination is based on the 11 lectures and the 4 seminars, as well as the course literature. It is given in Canvas on the date and time indicated in the schedule. It consist of three parts. The first part is a multiple choice part asking you to identify the definitions and applications of course concepts. The second part is an essay part where you are to submit computer written answers to two problems. In this part you are asked to account for the course concepts, apply them to examples and discuss their definitions up to the skills required for the grade C. The third part is an optional essay part where you choose one out of three problems where you are asked to account for, apply and discuss course concepts to show skills equivalent to the grade levels B and A. This part is only corrected if the student achieves the grade C on parts 1&2. 

The exam is open-book, which means that one is allowed to use the course literature when answering the questions. Plagiarism is not allowed and any citations, even from the course literature, must be marked as such. Co-operation is not allowed.

During the course there are 10 non-mandatory quizzes, one for each video lecture. These quizzes tests the students ability to identify the correct definition and application of the course concepts. Passing these quizzes awards bonus points, 0,5 point per lecture. These points are added to the part 1 exam score and capped at the maximum for that part. These points ar