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Thu 11 Mar - Fri 12 Mar 2021
09:00 - 13:00

Venue: SSRMP Zoom

Provided by: Social Sciences Research Methods Programme


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Meta-Analysis

Thu 11 Mar - Fri 12 Mar 2021

Description

In this module students will be introduced to meta-analysis, a powerful statistical technique allowing researchers to synthesize the available evidence for a given research question using standardized (comparable) effect sizes across studies. The sessions teach students how to compute treatment effects, how to compute effect sizes based on correlational studies, how to address questions such as what is the association of bullying victimization with depression? The module will be useful for students who seek to draw statistical conclusions in a standardized manner from literature reviews they are conducting.

Target audience
  • University Students from Tier 1 Departments
  • Further details regarding eligibility criteria are available here
Prerequisites
  • Students need a clear understanding of fundamental statistical concepts, bivariate association and linear regression
Sessions

Number of sessions: 2

# Date Time Venue Trainer
1 Thu 11 Mar   09:00 - 13:00 09:00 - 13:00 SSRMP Zoom Sara Valdebenito
2 Fri 12 Mar   09:00 - 13:00 09:00 - 13:00 SSRMP Zoom Sara Valdebenito
Topics covered
  • Session 1: Introductory session (systematic reviews and meta-analysis) and Using Comprehensive Meta-analysis to calculate effect sizes, run meta-analysis (under fixed/random models) and produce forest plots
  • Session 2: Heterogeneity in effect sizes: Tau-squared, Tau and I-squared and Sub-group analysis and meta-regression
Aims
  • 1. To understand and judge the results produced by a meta-analysis
  • 2. To learn how to compute effects sizes based on dichotomous and continuous data
  • 3. To become familiar with heterogeneity tests
  • 4. To learn how to calculate and report subgroup analysis and meta-regression
System requirements

Excel, and CMA

Textbook(s)
  • Borenstein, M. Hedges, L.V. Higins, J.P.T. & Rothstein, H.R. (2009) Introduction to Meta-Analysis. Chichester: Wiley
  • Lipsey,M.W.& Wilson,D.B. (2001). Practical Meta-Analysis. London:Sage
How to Book

Click the "Booking" panel on the left-hand sidebar (on a phone, this will be via a link called Booking/Availability near the top of the page).

Assessment

There may be an online open-book test at the end of the module; for most students, the test is not compulsory.

Moodle

Moodle is the 'Virtual Learning Environment' (VLE) that the SSRMP uses to deliver online courses.

SSRMP lecturers use Moodle to make teaching resources available before, during, and/or after classes, and to make announcements and answer questions.

For this reason, it is vital that all SSRMP students enrol onto and explore their course Moodle pages once booking their SSRMP modules via the UTBS, and that they do so before their module begins. Moodle pages for modules should go live around a week before the module commences, but some may be made visible to students, earlier.

For more information, and links to specific Moodle module pages, please visit our website: https://www.ssrmc.group.cam.ac.uk/Key-Information/moodle-vle

Theme
Specialist Statistics

Booking / availability