A Pragmatic View of Thematic Analysis

“Constas (1992) reiterates this point and states that the "interpretative approach should be considered as a distinct point of origination" (p. 258).”

“There are many ways to analyze informants' talk about their experiences (Mahrer, 1988; Spradley, 1979; Taylor & Bogdan, 1984), and thematic analysis is one such way.”

“Although thematic analysis has been described (Benner, 1985; Leininger, 1985; Taylor & Board, 1984), there is insufficient literature that outlines the pragmatic process of thematic analysis.”

“Performing a Thematic Analysis The ethnographic interview is a commonly used interviewing process employed by researchclinicians (Kuehl & Newfield, 1991; Kuehl, Newfield & Joanning, 1990; Newfield, Joanning, Kuehl, & Quinn, 1990; Newfield, Kuehl, Joanning & Quinn, 1991; William, 1992).”

“Interview transcripts were analysed thematically using a hybrid approach of inductive and deductive coding (Aronson, 1995; Fereday and Muir-Cochrane, 2006).”

“Certain patterns of discursive interpretation, explanation, assumptions, and constructions of meaning emerged that allowed me to categorize, organize, and contextualize these themes and preferred meanings through the thematic analysis phase (Aronson, 1994).”

“Thematic analysis is a process of analysing a data set and identifying repeated patterns of meaning, that is, themes (Aronson 1995; Braun & Clarke 2006).”

“Qualitative data from exit interviews were analyzed using a thematic analysis approach (Aronson, 1995; Braun & Clarke, 2006).”

“The recorded data were analyzed afterwards, based on thematic analysis (Coffey and Atkinson, 1996; Aronson, 1994).”

“To analyze the data, researchers used thematic analysis (Aronson, 1994; Boyatzis, 1998), a process for encoding qualitative data that identifies patterns of information and allows for interpretation of a phenomenon in a systematic manner.”

“The initial thematic analysis focused “on identifiable themes and patterns of living and/or behavior” (Aronson, 1994).”

“When the literature was interwoven with the findings, the researcher constructed a plot line that helped the reader to understand the concept of the research findings [80].”

“Finally, these identified themes were categorized under common groups, considering their commonness (Aronson, 1995) and, thereby, refined themes for common groups (Bazeley, 2009; Clarke & Braun, 2013).”

“Following transcription, interview data were analysed thematically enabling ‘themes that emerge from the informants’ stories are pieced together to form a comprehensive picture of their collective experience’ (Aronson, 1995, p. 2).”

“Thematic analysis was used to organize and analyze the data collected (Aronson, 1995), using a”

“[25, 26] The analysis proceeded sequentially, so that early findings could inform later interviews by modifying the schedule of questions.”

“Using the software QDA Miner Lite4, themes were highlighted to easily identify codes from the transcripts and later were categorized to assign codes (Aronson, 1995; Braun & Clarke, 2006).”

“Thematic analysis was conducted on the field notes and photographs in order to draw out overarching codes and themes emerging from the data (Aronson, 1995).”

“Thematic analysis is a pragmatic process that consists of a procedural stepby-step approach (Aronson, 1995).”

“A pragmatic approach to thematic analysis described by Aronson (1994) was used.”

“Data from the focus group interviews were analyzed using a method of thematic analysis (Aronson, 1994), guided by questions asked in the focus groups.”

“Data analysis was conducted through a thematic analysis (Aronson 1994) focusing on manifestations of IPV and the sociocultural and economic factors that underpin, circumstances that trigger and social responses to IPV.”

“The data were analyzed using deductive thematic analysis, which is flexible, offers an accessible way to analyze qualitative data (Aronson, 1995; Braun and Clarke, 2006, 2019; Lambert and O’Halloran, 2008) and is well suited when generating (initial) themes or patterns of shared meaning in the data.”

“We analyzed participant responses using an iterative approach inspired by grounded theory [73] and thematic analysis [6].”

“Informed by thematic analysis [2, 12, 23], we iteratively clustered and re-arranged excerpts, arriving at a set of qualities that consolidate participants’ experiences.”

“Thematic analysis was used to organize and analyze the data collected for a priori themes (Aronson 1995), educators’ professional perceptions of program impact and educators’ professional perceptions of the child-centered curriculum.”

“Drawing upon the empirical data, patterns of experiences were identified and defined (Aronson 1995; Guest, MacQueen, and Namey 2012).”

“Thematic content analysis on the focus group data was employed to analyse the focus on identifiable themes and patterns (Aronson, 1994).”

“Analysis The data were analysed thematically to look for patterns across individual experiences (Aronson, 1995; Fereday and Muir-Cochrane, 2006).”

“Thematic analysis was used to identify patterns in the data, and these patterns (or themes) became the categories used for analysis (Aronson, 1994).”

“Interviews were audiotaped and analyzed using thematic analysis (Aronson, 1994; Fereday & Muir-Cochrane, 2008).”

“The reports were analyzed using comparative thematic analysis (Aronson, 1994; Boyatzis, 1998; Braun & Clarke, 2006).”

“The process involves five main stages based on the guidelines of a number of sources (Aronson, 1994; Braun and Clarke, 2006; Breakwell et al., 2000; Lambert and O’Halloran, 2008).”

“We followed standard practices for listing, identifying, and recording patterns (Aronson, 1994).”

“Thematic analysis is a widely used method for analyzing qualitative empirical data, allowing researchers to identify, organize, and interpret patterns, or themes, within a given data corpus (Aronson, 1995; Braun & Clarke, 2006; Lochmiller, 2021; Morgan, 2022).”

“Finally, we combined the categories and their interrelationships to create a comprehensive picture of the participants’ collective experience (Aronson, 1995).”

“Interview results were analyzed according to a pragmatic thematic analysis (see Aronson, 1995; Braun & Clarke, 2006).”

“After transcription, the analysis involved the production of a coding framework (Aronson 1995; Attride-Stirling 2001; Braun and Clarke 2006; Jones, Coviello, and Tang 2011; Vaismoradi, Turunen, and Bondas 2013).”

“Once the codebook was applied multiple times with no new codes emerging, the codes were considered a valid representation of the data.(15) We also compared the timeline of innovations in the DIY space with the timing of similar innovations in the commercial space by identifying features and devices that were FDA-appro…”

“The responses were tabulated and coded into themes using qualitative thematic analysis (Aronson, 1994; Attride-Stirling, 2001; Braun & Clarke, 2006).”

“Thus, a procedure for the use of thematic analysis was adapted from Aronson’s (1994) pragmatic approach to focusing on identifiable themes and patterns of experience; the primary tasks being to identify (tag), combine (link) and catalogue (code) related word patterns into sub-themes, gather sub-themes into a comprehen…”

“The final stage of the thematic analysis involved integrating the literature to add a richer understanding and justify the three themes identified (Aronson, 1994).”

“To analyse our results, we followed a thematic analysis [1] approach where two independent researchers processed the transcribed video”

“The data is then analysed thematically using thematic analysis (Aronson, 1994).”

“, 2013) – unearthing themes and patterns of living and/or behaviors that were identifiable (Aronson, 1995).”

“Aronson (1995) previously argued that these emerging themes are put together to form “a comprehensive picture” of the dataset (p. 3) which will enable researchers to see the recurring themes across the data-set.”

“The qualitative data on impacts and how they occurred were analysed thematically using NVivo 7 and coded into broad areas of potential impact [13].”

“Audio-tapes were transcribed word for word by an experienced professional transcriber [27].”

“The data were inductively coded using thematic analysis (Aronson, 1994).”

“The themes were then pieced together to prepare a comprehensive picture of the collective experiences of the interviewees (Aronson 1994).”

“The second phase involved the analysis of the data from dialogue meetings using thematic analysis according to Aronson [24].”

“Each transcript was then analyzed using thematic analysis [4].”

“Thematic analysis of the dataset (units that are identified from patterns within the dataset) was employed (Aronson, 1994).”

“Thematic analysis was used for analyzing all textbased data (Aronson, 1994).”

“Qualitative data analysis refers to a range of non-lineal, iterative processes and procedures that involve different rounds of questioning, reflecting, paraphrasing, interpreting and verifying (Aronson, 1994; Byrne, 2001a; Priest et al., 2002a).”

“[8] All three questions were subjected to thematic analysis and concept map was generated.[9] For thematic analysis, priori Figure 1: Process of PIF of a physician and factors contributing for the development of professional identity of a physician.”

“The first and second authors conducted preliminary data analysis by individually reading and rereading the data to identify themes/categories from direct quotes [35].”

“Thematic analysis focuses on identifying themes and patterns by analysing the data (Aronson, 1995).”

“Thematic analysis provides a flexible and pragmatic approach whereby researchers can draw patterns and relationships within and between themes and revise and add themes as they emerge throughout the analysis [21].”

“Coding and thematic analysis of the data were performed in accordance with existing practice (Aronson 1994; Bazeley 2009).”

“For the present research, a theme was understood to be a comprehensive cluster of issues and experiences (Aronson, 1994).”

“Thematic analysis (Aronson, 1994) was used by the research team to analyze the 32 interviews.”

“The qualitative analysis was based on a thematic analysis approach, which classifies themes and patterns revealed in each of the interview topics described earlier (eg, experience, preparedness, emergency drills, and disaster response).(20,21) Various patterns were identified in the responses.”