title: Core requirements for successful data linkage: an example of a triangulation method.
abstract: The aim was to explore the views of professional stakeholders and healthcare professionals (HCPs) on the linkage of UK National Health Service (NHS) data for paediatric pharmacovigilance purposes and to make recommendations for such a system.
  
  
  
  A mixed methods approach including a literature review, interviews, focus groups and a three-round Delphi survey with HCPs in Scotland was followed by a triangulation process using a systematic protocol. The survey was structured using the Theoretical Domains Framework of behaviour change. Items retained after applying the matrix-based triangulation process were thematically coded. Ethical approval was granted by the North of Scotland Research Ethics Service.
  
  
  
  Results from 18 papers, 23 interviewees, 23 participants of focus groups and 61 completed questionnaires in the Delphi survey contributed to the triangulation process. A total of 25 key findings from all four studies were identified during triangulation. There was good convergence; 21 key findings were agreed and remained to inform recommendations. The items were coded as practical/technical (eg, decision about the unique patient identifier to use), mandatory (eg, governed by statute), essential (consistently mentioned in all studies and therefore needed to ensure professional support) or preferable.
  
  
  
  The development of a paediatric linked database has support from professional stakeholders and HCPs in Scotland. The triangulation identified three sets of core requirements for a new system of data linkage. An additional fourth set of 'preferable' requirements might increase engagement of HCPs and their support for the new system.
authors: Centre of Academic Primary Care, University of Aberdeen, Aberdeen, UK.
authors: Y M
authors: YM
authors: Hopf
authors: School of Health Sciences, City University London, London, UK.
authors: J
authors: J
authors: Francis
authors: Child Health, University of Aberdeen, Royal Aberdeen Children's Hospital, Aberdeen, UK.
authors: P J
authors: PJ
authors: Helms
authors: Centre of Academic Primary Care, University of Aberdeen, Aberdeen, UK.
authors: J
authors: J
authors: Haughney
authors: Centre of Academic Primary Care, University of Aberdeen, Aberdeen, UK.
authors: C
authors: C
authors: Bond
mesh_terms: D016907:Adverse Drug Reaction Reporting Systems; D001290:Attitude; D001291:Attitude of Health Personnel; D002648:Child; D064420:Drug-Related Side Effects and Adverse Reactions; D017144:Focus Groups; D006282:Health Personnel; D006801:Humans; D016247:Information Storage and Retrieval; D010372:Pediatrics; D060735:Pharmacovigilance; D012606:Scotland; D013222:State Medicine; D011795:Surveys and Questionnaires / Q000592:standards*
keywords: data linkage; mixed methods research; triangulation