title: The use of "mixing" procedure of mixed methods in health services research.
abstract: BACKGROUND
  Mixed methods research has emerged alongside qualitative and quantitative approaches as an important tool for health services researchers. Despite growing interest, among health services researchers, in using mixed methods designs, little has been done to identify the procedural aspects of doing so.
  
  
  OBJECTIVE
  To describe how mixed methods researchers mix the qualitative and quantitative aspects of their studies in health services research.
  
  
  METHODS
  We searched the PubMed for articles, using mixed methods in health services research, published between January 1, 2006 and December 30, 2010.
  
  
  METHODS
  We identified and reviewed 30 published health services research articles on studies in which mixed methods had been used. We selected 3 articles as illustrations to help health services researcher conceptualize the type of mixing procedures that they were using.
  
  
  RESULTS
  Three main "mixing" procedures have been applied within these studies: (1) the researchers analyzed the 2 types of data at the same time but separately and integrated the results during interpretation; (2) the researchers connected the qualitative and quantitative portions in phases in such a way that 1 approach was built upon the findings of the other approach; and (3) the researchers mixed the 2 data types by embedding the analysis of 1 data type within the other.
  
  
  CONCLUSIONS
  "Mixing" in mixed methods is more than just the combination of 2 independent components of the quantitative and qualitative data. The use of "mixing" procedure in health services research involves the integration, connection, and embedding of these 2 data components.
authors.affiliation: Department of Health Services Research & Administration, College of Public Health, University of Nebraska Medical Center, Omaha, NE 68198-4350, USA. wazhang@unmc.edu
authors.forename: Wanqing
authors.initials: W
authors.lastname: Zhang
authors.forename: John
authors.initials: J
authors.lastname: Creswell
mesh_terms: D006302:Health Services Research / Q000379:methods*; D006801:Humans; D036301:Qualitative Research; D012107:Research Design