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Key among these efforts is the use of multiple qualitative coders; visual plotting of the generation of the mixed insights from the qualitative dominant crossover analysis strategy (Fig. 2); and provision of integrated findings through the case summary and joint displays (Tables 1 and 2).
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Between 1995 and 2005 multiple qualitative studies were undertaken.
Nevertheless, the defined guidelines gave the labelers precise instructions and, as described next, we recurred to multiple independent coders to assess the quality of the extracted ground truth.
Little is known about the factors that contribute to physician agreement in VA studies using multiple physician coders.
Despite using multiple, independent coders, classifying trajectories among such a marginalised population is challenging given the volatility in people's lives.
Steps taken to maximise reflexivity and analytical rigour included using multiple independent coders and discussions within the research team to reach agreement.
There were no means to prepare packets for multiple independent coders, to decrease bias; to make annotations or use margin comments; or to sort and collate the adverse event reports.
Using multiple coders is a standard and dynamic process commonly used in qualitative research to cross-check coding strategies and interpretation of data by the research team [ 17].
The same MA was responsible for assigning causes of death for whole period of 1986–2006, and using a single, trained coder is regarded as effective as two (or multiple) coders that is currently widely accepted (12).
In rare cases, a tweet cannot be assigned to one of the seven codes, which include: (Mu) Multiple codes: the coders agreed that more than one code can apply to the tweet; (No) No agreement: the coders did not reach an agreement for the code(s) of the tweet; (Un) Uncodable: the coders did not understand the content of the tweet.
Data analysis was conducted iteratively during the study with multiple coders to identify themes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com