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Frequent team meetings (with experts in public health, nursing care, sociology, general medicine and palliative care) intensified reflection on the data.
Collaboration is evident in shared processes of data collection and analysis, reflection on the data, and action planning and implementation [ 18].
These two researchers then compared and debated their findings, along with personal reflection on the data collection and study process, before sharing the initial analysis for discussion and peer review with other members of the research team.
Following Polit and Beck [ 22] and Graneheim and Lundman [ 24], a process of collaborative analysis - engaging all of the authors to reduce subjective bias - was adopted to enrich reflection on the data and interpretations of them.
The use of a well-established psychological model (TPB) in the reflection on the data led to a deeper insight into factors that influence engagement of GPs in insulin initiation.
Following the principles of grounded theory (Strauss and Corbin 1990), each transcript was initially coded line by line to identify recurring ideas and these ideas were grouped into key concepts through an iterative process of reflection on the data, research concerns and broader literature and theory.
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Finally, the data on the most frequent syntactic positions for each semantic role are a reflection of the data on the most frequent semantic role for each syntactic position.
The function of memo writing was to facilitate reflections on the data and provide an audit trail of decision processes.
The transcription was carried out through an iterative process of back and forth reflections on the data to gain "immersion in the details and specifics of the data" and discover "important patterns, themes, and interrelationships" which were then followed up in subsequent interviews [ 58].
As explained by Easton (2010), focusing on one case study leads to a better understanding of existing data and a robust exploration and reflection on that data by the researchers.
In addition, HSPC is covered in a reflection paper on the data requirements for (generic) intravenous liposomal products developed with reference to an innovator liposomal product 81.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com