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STAT311 Design of Research Studies

Design of studies to address different types of research questions. Survey methods, experimental and observational studies, measurement, control of confounding and bias, evaluation of competing designs, determination of study size.

Paper title Design of Research Studies
Paper code STAT311
Subject Statistics
EFTS 0.1500
Points 18 points
Teaching period First Semester
Domestic Tuition Fees (NZD) $886.35
International Tuition Fees (NZD) $3,766.35

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Prerequisite
(STAT 210 or STAT 241 or PSYC 210) or (STAT 110 or STAT 115 and 54 points at 200 level or above).
Restriction
STAT 251
Schedule C
Arts and Music, Science
Contact

katrina.sharples@otago.ac.nz

Teaching staff

To be confirmed

Textbooks

To be advised

Graduate Attributes Emphasised
Global perspective, Interdisciplinary perspective, Lifelong learning, Scholarship, Communication, Critical thinking, Cultural understanding, Ethics, Environmental literacy, Information literacy, Research, Self-motivation, Teamwork.
View more information about Otago's graduate attributes.
Learning Outcomes

The aim of this paper is to provide students with the knowledge and skills to translate a research aim into specific study objectives, construct a study design to address the objective(s), and write a plan for the statistical analysis.

Specifically, on completion of this paper students will be able to:

  1. Distinguish different types of studies and identify appropriate designs for addressing different types of research questions.
  2. Describe the roles of confounders, mediators and effect modifiers in a study design and analysis and determine an appropriate estimand to address the research question.
  3. Identify the relevant sources of variation and correlation and the units of replication.
  4. Identify potential sources of bias in a study and design a study to minimise bias.
  5. Design and plan the analysis for:
    1. a complex survey.
    2. an experiment.
    3. an observational study.
  6. Carry out a statistical evaluation of a study design, including power and sample size determination.
  7. Describe the ethical considerations in the design, conduct, analysis and reporting of a research study.

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Timetable

First Semester

Location
Dunedin
Teaching method
This paper is taught On Campus
Learning management system
Other

Lecture

Stream Days Times Weeks
Attend
A1 Monday 10:00-10:50 9-16, 18-22
Tuesday 13:00-13:50 9-16, 18-22
Thursday 13:00-13:50 9-16, 18-22

Tutorial

Stream Days Times Weeks
Attend
A1 Thursday 14:00-14:50 9-16, 18-22