EPN-V2

PENG9200 Scientific Research Methods and Data Analysis in Engineering Science Course description

Course name in Norwegian
Scientific Research Methods and Data Analysis in Engineering Science
Weight
5.0 ECTS
Year of study
2019/2020
Course history
  • Introduction

    This course covers two central areas of scientific research: the construction and justification of a research plan, and the subsequent analysis and interpretation of its implementation and of the resulting data.

    The course will be offered once a year, provided 3 or more students sign up for the course. If less than 3 students sign up for a course, the course will be cancelled for that year.

  • Recommended preliminary courses

    All support material is allowed. The reflection document as well as the presentation of a case in Module 2 will be subject of assessment. There will be no written or oral exam.

  • Required preliminary courses

    None.

  • Learning outcomes

    The student is expected to have the following outcomes on completion of the course:

    Knowledge:

    On successful completion of the course, the student:

    • has advanced knowledge of the research process.
    • has advanced knowledge of data collection techniques relative to his/her field of study within engineering sciences
    • can critically assess the usefulness of using qualitative, quantitative, and mixed methodologies in the engineering sciences.
    • has a high-level command of qualitative and quantitative methods of analysis relative to his/her field of study.

    Skills:

    On successful completion of the course, the student can:

    • construct a problem statement or research question and evaluate its soundness.
    • create technically and scientifically sound research proposals.
    • select a methodology to address a research problem.

    General competence:

    On successful completion of the course, the student can:

    • distinguish and formulate research problems.
    • develop and critically assess the components of a research proposal.
    • critically reflect on the nature of research, scientific practice and knowledge
  • Content

    The students will acquire a broad and concrete theoretical and practical perspective on the production and consumption of empirical research across the fields that compose engineering science. applied mathematics and physics in the broad sense, engineering and technology. They will be familiarised with how practical problems from these areas are translated into research questions and with how research problems can be defined in order to answer those research questions. The students will be introduced to a spectrum of quantitative, qualitative and mixed-method approaches, building on their exising expert knowledge, and learn how quantitative and qualitative analytical methods can provide insight into contemporary research issues in engineering science.

  • Teaching and learning methods

    The goal of this course is to help students reflect over ethical dilemmas so that they make sound ethical choices throughout their doctoral studies and future careers. This course gives the students insight via relevant example projects from the spectrum of disciplines within engineering science including mathematics, physics, computer science, eletrical engineering, built engineerng and product design. Students will reflect on key philosophical questions related the explicit and implicit premises within their field as they relate to epistemology, methodology, ethics and history. The examples will expose the students to the full complexity of engineering projects, where ethical dilemmas and sustainability issues form the planning and execution of the project as well as the final product.

    The course will be offered once a year, provided 3 or more students sign up for the course. If less than 3 students sign up for a course, the course will be cancelled for that year.

  • Course requirements

    None.

  • Assessment

    Knowledge:

    On successful completion of the course, the student:

    • can account for the terminology and models related to ethics in engineering science
    • has thorough knowledge of the requirements and standards for registration, processing, and storage of information about of participants in scientific research
    • has a deep understanding of the role of scientific, societal and ethical values on their research.

    Skills:

    On successful completion of the course, the student can:

    • present arguments and viewpoints relevant to ethical dilemmas prevalent in engineering science
    • analyse and assess arguments relevant to ethics in engineering science in relation to their relevance and validity
    • argue for solutions to ethical problems using theories and techniques relevant to engineering science
    • deal with complex professional issues with an academic approach and reflect critically on established knowledge and practice in his/her own field in relation to sustainability, ethics and to other engineering disciplines
    • reflect deeply on the nature of their research and its contribution to the production of knowledge

    General competence:

    On successful completion of the course, the student can:

    • identify, discuss and reflect upon ethical and societal implications of his/her own research as well as of the applications they enable,
    • reflect over values and ethical boundaries within engineering science
  • Permitted exam materials and equipment

    Module 1 will take the form of lectures. Module 2 will take the form of seminars.

    Practical training

    The student will write a 4-5 page reflection document on ethical and sustainability issues related to their doctoral thesis or the research project to which he/she is assigned. This document should be self-contained, and should form a basis for inclusion as a section on ethical reflection in the student's final doctoral thesis. The students will also present a case study to the other students at the course.

  • Grading scale

    The following required coursework must be approved before the student can take the exam:

    The student must write four reflection notes each of maximum 1500 words on topics that will be announced during the course. Each student must also present two papers in class, one on a paper related to the eithics in their own project and one paper from the general reading list.

    Attendance is compulsory with a minimum requirement of 80%.

    All work requirements need to be approved in order to pass the course.

  • Examiners

    Both the presentation of the case in Module 2 of the course and the reflection document in the practical training part of the course will form the basis for assessment.

    Both exams must be passed in order to pass the course.