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).”

“Using the interview transcripts, we coded data into dominant themes, looking for particular notions of motivations for involvement in producing the Compact and impacts of the Compact to emerge in the data, while also remaining open to new themes (Aronson, 1994).”

“The reported imagery was analysed according to thematic and inductively driven systematic analysis [14].”

“Thematic analysis (Aronson, 1994) was used to analyze the data collected for this study.”

“Aronson (1994) explains that the patterns within the codes develop into themes and these themes help organize the data and tell the story.”

“The thematic analysis (Aronson, 1994) identified five themes relating to what the participants were most concerned about, hoped for (prior to the training) and gained from (after) the training:”

“Within thematic analysis, the themes that arise from the data are brought together and contextualised and in doing so become meaningful (Aronson, 1994; Minichiello and Stynes, 1995).”

“The thematic analysis provides a controlled way to understand and structure the ideas emerging from ethnographically collected data (Aronson, 1995).”

“The authors analysed the project reports, outputs and data of each project to identify the common themes that were developed through each project following the thematic analysis of ethnographic data method outlined by Aronson (1994). The”

“This process was done by recombining and grouping related codes under the same theme until data saturation was achieved [41, 43].”

“Nine of the quantitative studies relied on five different validated a n a l y s e d u s i ng t h e m a ti c a n a l y s i s ( A r on s on , 1994 ) measures, with the remaining two studies utilising study-specific surveys and interviews.”

“The approach accommodated the ability of all researchers to engage with the analysis in a pragmatic manner (Aronson 1994).”

“Many studies aim to explore opinions, beliefs, experiences, and attitudes of things in the outer world [71] and are appropriate to explore using qualitative methods [72].”

“The data were analyzed thematically (see e.g., Aronson, 1995; Attride-Stirling, 2001; Tuckett, 2005).”

“Although thematic analysis has been well described (Aronson, 1994; Attride-Stirling, 2001; Crabtree & Miller, 1999; King, 2004), the guides on conducting thematic analysis have primarily focused on conducting research with an applied focus (Guest, MacQueen, & Namey, 2011) or described inductive…”

“Thematic analysis techniques were used to identify key themes (Aronson, 1995).”

“Second, the research team performed content analysis by marking and categorizing key words, phrases, and texts to identify codes that described students’ experiences with race-basedmedicine in order to facilitate thematic analysis and illustrated patterns across the data [15, 16].”

“Studies have suggested that five participants could reveal about 80% of all usability problems, although there are reported benefits in terms of increased sample sizes in usability and utility testing [14–16].”

“Instead, we conducted a semantic thematic analysis using our five key issues as a starting point (Aronson, 1995).”

“One hundred ethnographic interviews—a common research procedure [44,45]—were conducted at all the participating factories between 2012 and 2019 (forty more will be completed by 2020).”

“We analysed our data using thematic analysis, focusing on the participants’ lived experiences (Aronson, 1995; Braun, Clarke, Hayfield, & Terry, 2019; Smith & Osborn, 2014).”

“Coding of the transcriptions was used to develop a thematic analysis of the interviews in which patterns of experience were identified [18].”

“A thematic interpretation content analysis was also chosen because it can provide evidence for exploration in areas where existing knowledge is limited (Aronson, 1994).”

“Writing Up During the write-up phase we followed the advice of King [20] and Aronson [21] by combining relevant literature with specially selected words, extracts and comments from the original journal entries to help illustrate and exemplify elements of each theme and to demonstrate practical interpretations of exist…”

“In the data analysis, triangulation (Golafshani, 2003), thematic analysis (e.g., Aronson, 1994), and categorization techniques were applied.”

“tive approach as expressed by Aronson [32].”

“Whilst the Bristol Online Survey was used to generate simple descriptive analysis, audio recordings of the interviews and focus groups were transcribed and analysed thematically (Aronson, 1995; Boyatzis, 1998).”

“[2] described this process as identifying different codes to differ ent themes.”

“that pays attention to patterns of experiences, living and/or behaviour (Aronson 1994).”

“The focus group interviews were transcribed by two independent researchers based on the audio- and videotapes, and thematic content analysis (Aronson 1995) in NVIVO Version 9.0 (Gibbs 2002) was used to organize the quotes by category (e.g. barriers to implement the preventive strategies).”

“A thematic analysis process was followed in which the researchers recognised themes and patterns across the participant experiences and opinions, leading to further sub-themes to be compared and contrasted (Aronson, 1994).”

“The answers to the open-ended questions were analyzed by one of the authors following the steps and procedures of thematic analysis [52, 53].”

“Thematic analysis is a qualitative data analyzing strategy that starts in the data, and pursues identifiable themes and patterns (Aronson, 1994).”

“This process involves identifying patterns of experience within the transcripts, into which emerging themes can be grouped (Aronson, 1994).”

“This paper presents a preliminary thematic analysis (Aronson, 1994; Braun & Clarke, 2006) of these data.”

“Thematic analysis involves the identi cation of themes from the transcribed interviews and a systematic identi cation of all data that relates to the identi ed classi ed patterns (Aronson, 1994; Spradley, 1979).”

“Such messages were discerned via a process of thematic analysis (Ritchie and Spencer, 2002; Aronson, 1994).”

“When all the common ideas from their perspectives are pieced together, we form a comprehensive picture of collective experiences (Aronson, 1994).”

“We conducted thematic analysis using an open coding approach [5], supported by NVivo for organising and coding qualitative data.”

“An inductive thematic analysis strategy was used to identify, analyze, and report themes within the local context [38].”

“Further coding was then iteratively revised as new themes emerged during data review [35, 36].”

“We conducted a thematic analysis of additional comments (Aronson, 1995 ; Guest et al., 2012 ; Wang & Mumby, 2023 ) by sys - tematically recording demographic information alongside verbatim quotes and text excerpts.”

“Our study design is consistent with thematic analysis as described by Aronson (1994), which is based on pulling out themes from samples of qualitative data by identifying patterns in the data that relate to some a priori criteria.”

“The following questions formed the basis for the interview guide for this study: This study uses deductive thematic analysis informed by Aronson (1994) and Braun and Clarke (2006) to analyze data.”

“It is said to be a fundamental method for qualitative analysis and is identified as an adjustable and reachable approach to find, identify, and critically analyze repeated patterns of meaning and behavior within the available data (Aronson 1994; Braun and Clarke 2006; Howitt 2010; Willig 2013).”

“The anonymized data was evaluated by deductive thematic analysis [3].”

“Transcription and coding were performed as interviews were conducted and interviews continued until no new information was gathered and thematic saturation was achieved [18,19].”

“Post the interviews, the main themes of the study were developed based on qualitative interpretation (Nordqvist et al., 2009; Willis et al., 2007) and thematic analysis (Arronson, 1995; Barun & Clarke, 2006; Boyatzis, 1998).”

“Realizamos a análise dos dados, por meio da análise temática [AT] (Aronson, 1995; Braun & Clarke, 2006), um método analítico qualitativo, para identificar, analisar e reportar padrões (temas) em um conjunto de dados (Braun & Clarke, 2006).”

“As the final step, the study attempted to build valid arguments for chosen themes comparing with the related literature [70].”

“sub-themes could be found in the interviews (Aronson, 1995; Charmaz & Belgrave, 2012).”

“In addition, the malleability of thematic analysis makes it a more upfront choice than approaches informed by theoretical assumptions (Aronson 1995).”

“Three researchers performed inductive thematic analysis, reducing the raw transcribed data to portions of text that could be labeled based on certain characteristics.(11,12) To do this, they independently reviewed each transcript for quotes that highlighted salient points, created context, captured specific language,…”

“Based on Braun and Clarke (2006) and Creswell and Tashakkori (2007) for the current study, a theme is well-defined as a collective bunch of ideas, “issues” (Stake, 2005) and “fragments of experiences” (Aronson, 1994).”

“Thematic analysis was then used to identify themes across the data set (Aronson, 1994; Boyatzis, 1998; Braun & Clarke, 2006; Evans & Lewis, 2018; Huberman & Miles, 2002).”