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Systematic Reviews

Coding & Data Extraction

The process starts with your protocol, in which you:

  1. Identify data categories to be used for coding and extraction.  It's the essential information you need to complete the review; for example, participant demographics, sample size, methods, interventions, and outcomes. 
  2. Describe the methods you will use.

  • Coding and extraction may be used during the second screening to help select eligible studies.
  • Coding and extraction is required for evaluation of the final set of selected eligible studies.
     

Essential:

  1. A Recording Form. Data categories are used to create a spreadsheet or special data collection form.
  2. Consistency. information is recorded in a carefully determined format from each eligible study.  (Or, during screening, for every study still under consideration.)
  • Coding refers to recording information such as who conducted the study and the design of the study.
  • Extraction refers to recording the results of the study.

 

Recommended Practice:

  • Pilot (test) your collection form to make sure it works as planned.
  • Record data with synthesis in mind; that is, plan ahead for how you will be using the data.
  • Record all information necessary to address the synthesis question, plus any additional information to help with critical appraisal.
    • Use a "notes" field to record important information that doesn't fit elsewhere.
    • Choose narrow categories over broad categories.  Think of age ranges; these can be combined later but will be hard to divide out later.
  • But try to balance between under and over-extraction.
  • Cochrane methodology advises having two people for most of this work and considers two a mandatory minium for recording results.
  • Know that you may have to contact researchers for answers to questions not answered in reports of their research.

 

Examples of Forms for Coding & Extraction:

Extracting Data Video