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Our intent was to understand the degree to which a single system could offer flexibility and yet maintain high performance, to explore the integration of fault-tolerance with security and real-time mechanisms, and to increase trustworthiness of our solutions by applying formal methods.
Consistency was looked for between and within transcripts, and deviant cases sought to increase trustworthiness of the analysis.
The interviews were complemented with field observations to facilitate interpretation of the interview data and to increase trustworthiness of the results.
Analysis was carried out by 3 researchers from different backgrounds (general practice, health services research and psychology) to increase trustworthiness of analysis [ 15].
Analysis was carried out by four researchers from different backgrounds (general practice, health services research and health psychology) to increase trustworthiness of analysis [ 24].
Although the majority of qualitative studies reported several methods to increase trustworthiness of the analysis, including full transcription of audio taped interviews and member checking, little detail was provided in a number of studies.
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The advantages of such databases and third party testing bodies are that firstly it allows more direct and unbiased benchmarking of different algorithms, and secondly it increases trustworthiness of the performance report, since developers do not have a direct access to the database for tuning algorithm's parameters to adapt to the database.
Data were collected and analyzed by researchers from different professional backgrounds, thus increasing trustworthiness of the analysis [ 20].
A particular strength of the investigation was the use of triangulation which is a recognized procedure for increasing trustworthiness of qualitative analysis [ 25].
Interpretive focus groups with participants of similar educational and/or cultural backgrounds reduce the risk of 'missing the mark' and increases trustworthiness of interpretation of the research findings (24).
In doing so this qualitative study drew on the concept of investigator triangulation by sharing data collection and data analysis between researchers drawn from different disciplinary backgrounds, again increasing trustworthiness of the analysis [ 25].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com