e.g. mhealth
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Skip search results from other journals and go to results- 3 JMIR Human Factors
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We performed a thematic analysis [22] in which we first conducted top-down content-coding of the transcripts using a thematic framework that identified interview material related to clinicians’ and clients’: (1) previous knowledge and expectations, (2) actual use in practice, and (3) potential future integration of the IMPROVE tool (Table 1).
JMIR Hum Factors 2025;12:e60096
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These discussions revealed that, despite using different terminologies, we were referring to the same thematic content. Our thematic analysis was refined further through this iterative process of inductive and deductive coding.
Guided by our research question on how AI can effectively integrate into the Foot Check app’s existing screening process with user acceptance, we sought the podiatrists’ insights on how they would like to receive advice and in which forms to ensure their confidence in it.
JMIR Hum Factors 2025;12:e59010
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The interview recordings were transcribed verbatim, and inductive thematic analysis was used to identify patterns and emerging or recurring themes [32]. Initial coding was conducted on Microsoft Word. Participants’ responses were descriptively labeled and summarized into codes independently by the 4 members of the research team. Any discrepancies in the codes were resolved through discussion.
JMIR Form Res 2025;9:e63568
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The remaining 1981 posts were used for thematic analysis.
X (formerly known as Twitter) data filtering process.
We analyzed the posts by conducting a 5-stage thematic analysis process outlined by Braun and Clarke [29,30]. This process encompassed (1) reviewing the data, (2) developing initial codes through comprehensive data examination, (3) identifying preliminary themes, (4) refining these themes, and (5) assigning labels to the themes [31].
JMIR Infodemiology 2024;4:e63464
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These data sources were explored through separate thematic analyses to elucidate areas of common ground and uniqueness. This paper presents the methodologies and findings from 2 studies conducted to investigate the perspectives of participants (study 1) and researchers (study 2).
JMIR Form Res 2024;8:e58537
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