Theorizing from secondary qualitative data: A comparison of two data analysis methods

F.-Dufour, Isabelle; Richard, Marie-Claude

doi:10.1080/2331186x.2019.1690265

Cited by 34 publications

(27 citation statements)

References 29 publications

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“…We have, since this time, recognized in-depth insights that participants shared regarding the salience and meaning of their gay identities, particularly in the context of their healthcare experiences, and have engaged in a secondary analysis of these primary data using a constructivist approach ( Charmaz, 2006 ; Clarke & Charmaz, 2014 ). Secondary qualitative data analysis is considered appropriate when a dataset promises to address theoretical and substantive gaps in a body of literature that a researcher identifies during post hoc readings of the data ( Dufour et al, 2019 ; Hinds et al, 1997 ; Whiteside et al, 2012 ).…”

Section: Methodsmentioning

confidence: 99%

“…We primarily focused our secondary data analysis on the responses that participants gave to the interview protocol items outlined in Supplementary Table 2 , though we did analyze full transcripts as well in order to capture any relevant data appearing beyond responses to these questions. Following the tenets of constructivist grounded theory methods for secondary data analysis ( Dufour et al, 2019 ; Whiteside et al, 2012 ), we led an inductive and iterative secondary analytical process to arrive at the article’s final insights. We began this process by first developing preliminary, descriptive open codes across participants’ responses to the interview questions under analysis, as well as any relevant text appearing elsewhere in interview transcripts.…”

Section: Methodsmentioning

confidence: 99%

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“You Could Tell I Said the Wrong Things”: Constructions of Sexual Identity Among Older Gay Men in Healthcare Settings

et al. 2021

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Older gay men commonly conceal their sexual identity in healthcare settings due to past experiences and expectations of encountering stigma and discrimination in these contexts. Although insights on how older gay men construct their sexual identity in healthcare may help contextualize this phenomenon, this question remains under-explored. Accordingly, we present the findings of a secondary grounded theory analysis of individual interview data, which we originally collected to examine the healthcare experiences of 27 gay men ages 50 and over, to explore constructions of sexual identity among the group. Our findings broadly reveal that older gay men’s varying exposure to intersecting systems of oppression, together with their perceptions of different healthcare settings, may be critical in shaping their constructions of sexual identity in these contexts. Our research supports the need for healthcare policies and practices that address stigma and discrimination as salient barriers to sexual identity disclosure among older gay men.

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Section: Methodsmentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

“You Could Tell I Said the Wrong Things”: Constructions of Sexual Identity Among Older Gay Men in Healthcare Settings

et al. 2021

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“…We also used secondary quantitative data collected by Himiyama (2010) as part of a study on the Asahikawa Environmental Map Contest. The secondary data analysis offers many advantages (Dufour & Richard, 2019). It also makes it possible to determine the validity or credibility of previous studies and to access rich descriptive data on another historical era or on the context in which the primary data were collected (Corti, 2007).…”

Section: Data Collection and Research Questionsmentioning

confidence: 99%

A study of children’s environmental awareness and discovery of hidden geographies based on the award-winning maps from the Asahikawa environmental map contest

KIM¹,

MUHIČ²

2020

EJG

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In this paper, we explored children’s environmental awareness and their discovering of hidden geographies. We employed a secondary data analysis using the 2018 and 2019 award-winning maps from the Asahikawa Environmental Map Contest, and an earlier study on the 2009 award-winning maps. Recently, most of the maps submitted to the contest have explored the cultural environment, whereas the number of maps related to the natural environment and environmental problems have decreased in comparison with the contest 10 years ago. This indicates that the natural environment is not so familiar to children because many of them live in urban areas. The maps showed children’s considerable scientific skills. Some children demonstrated an outstanding ability to map hidden geographies discovered through vivid sensory experience.

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“…"Anyone" includes the creator(s) of the data, other members of the creating research group, and any other researcher. Use cases include using data from previous experiments to plan new ones, reanalyzing data using different or new preprocessing or analytical approaches to either compare different methodologies (Dufour & Richard, 2019) or to address new scientific aspects (e.g., the use of trait databases Schneider et al (2019)), metaanalyses (e.g., Culina et al, 2018;Zimmerman, 2008), reproduction of the studies, and use of data for teaching and training (e.g., Atenas and Havemann (2015); or Henty (2015)).…”

Section: Introductionmentioning

confidence: 99%

Metadata Made Easy: Develop and Use Domain‐Specific Metadata Schemes by following the dmdScheme approach

Krug

Petchey

2021

Ecology and Evolution

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1. Metadata plays an essential role in the long-term preservation, reuse, and interoperability of data. Nevertheless, creating useful metadata can be sufficiently difficult and weakly enough incentivized that many datasets may be accompanied by little or no metadata. One key challenge is, therefore, how to make metadata creation easier and more valuable. We present a solution that involves creating domain-specific metadata schemes that are as complex as necessary and as simple as possible. These goals are achieved by co-development between a metadata expert and the researchers (i.e., the data creators). The final product is a bespoke metadata scheme into which researchers can enter information (and validate it) via the simplest of interfaces: a web browser application and a spreadsheet.2. We provide the R package dmdScheme (dmdScheme: An R package for working with domain specific MetaData schemes (Version v0.9.22), 2019) for creating a template domain-specific scheme. We describe how to create a domain-specific scheme from this template, including the iterative co-development process, and the simple methods for using the scheme, and simple methods for quality assessment, improvement, and validation.3. The process of developing a metadata scheme following the outlined approach was successful, resulting in a metadata scheme which is used for the data generated in our research group. The validation quickly identifies forgotten metadata, as well as inconsistent metadata, therefore improving the quality of the metadata.Multiple output formats are available, including XML. 4. Making the provision of metadata easier while also ensuring high quality must be a priority for data curation initiatives. We show how both objectives are achieved by close collaboration between metadata experts and researchers to create domain-specific schemes. A near-future priority is to provide methods to interface domain-specific schemes with general metadata schemes, such as the Ecological Metadata Language, to increase interoperability.

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Theorizing from secondary qualitative data: A comparison of two data analysis methods

Cited by 34 publications

References 29 publications

“You Could Tell I Said the Wrong Things”: Constructions of Sexual Identity Among Older Gay Men in Healthcare Settings

“You Could Tell I Said the Wrong Things”: Constructions of Sexual Identity Among Older Gay Men in Healthcare Settings

A study of children’s environmental awareness and discovery of hidden geographies based on the award-winning maps from the Asahikawa environmental map contest

Metadata Made Easy: Develop and Use Domain‐Specific Metadata Schemes by following the dmdScheme approach

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