The DOI matches its Crossref record; 14 of the 14 references it cites were found in a registry or an index.
Informed Grounded Theory
Open accessAbstract
There is a widespread idea that in grounded theory (GT) research, the researcher has to delay the literature review until the end of the analysis to avoid contamination – a dictum that might turn educational researchers away from GT. Nevertheless, in this article the author (a) problematizes the dictum of delaying a literature review in classic grounded theory, (b) presents arguments for using extant literature in the substantive field within a constructivist grounded theory, and (c) suggests data sensitizing principles in using literature, which are: theoretical agnosticism, theoretical pluralism, theoretical sampling of literature, staying grounded, theoretical playfulness, memoing extant knowledge associations, and constant reflexivity.
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In the citing paper
“The main reason behind a primary literature review is to avoid reinventing the wheel by discovering what is already done and finding research problems and research questions (Thornberg, 2012; Dunne, 2011).”
From Dealing with Literature Review and Epistemological Underpinnings in Grounded Theory Methodology (2022) · cites this paper as Thornberg, 2012
In the citing paper
“is considered to be situated, fallible and provisional”
From The pursuit of quality in grounded theory (2021) · cites this paper as Thornberg 2012
In the citing paper
“is considered to be situated, fallible and provisional”
From The pursuit of quality in grounded theory (2021) · cites this paper as Thornberg 2012
In the citing paper
“is considered to be situated, fallible and provisional”
From The pursuit of quality in grounded theory (2021) · cites this paper as Thornberg 2012
In the citing paper
“In contrast to Glaserian grounded theory but in line with Straussian and constructivist grounded theory, we recommend that you review the literature”
From The pursuit of quality in grounded theory (2021) · cites this paper as Thornberg 2012
Citations
Cites
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“Second, the dictum can easily be used as an excuse for lazy ignorance of the literature (Silverman, 2000; Suddaby, 2006), which may lead to the belief and accusation that such research is “easy” and “atheoretical” (Morse, 1994).”
The SAGE Handbook of Grounded Theory
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Mills, J., Bonner, A., & Francis, K. (2006) · International Journal of Qualitative Methods · doi:10.1177/160940690600500103 · Cited by 1,678 · cited 5×
“Therefore, reflexivity is viewed as highly important among many later grounded theorists (e.g., Charmaz, 2006, 2008; Dey 2007; Dunne, 2011; McGhee et al., 2007; Mills et al., 2006a; Mruck & Mey, 2007).”
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“According to Glaser (2004), memos are “theoretical notes about the data and the conceptual connections between categories” (p. 61).”
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Dunne, C. (2011) · International Journal of Social Research Methodology · doi:10.1080/13645579.2010.494930 · Cited by 488 · cited 11×
“There are, for instance, GT researchers who witness how literature in the field helped them to draw their attention to details in data, and then being able to go beyond the literature in their analysis (e.g. Bowen, 2006; Dunne, 2011; Stern, 2007).”
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“Having a broad repertoire of theoretical perspectives could also involve new theoretical insights, using a theoretical pluralistic approach (Thornberg 2012), or with an informed guessing approach (Chew 2020) to abductively explore new innovative ideas and insights.”
BackgroundInfluentialThe Social Context of Video Game Play: Challenges and Strategies
Vella, K., Klarkowski, M., Johnson, D. M., Hides, L., & Wyeth, P. (2016) · Conference on Designing Interactive Systems · doi:10.1145/2901790.2901823 · Cited by 33
“As such, this study utilises informed grounded theory, which amongst other recommendations suggests the need for theoretical pluralism [4].”
MethodDeep conservation in urban India and its implications for the design of conservation technologies
Shrinivasan, Y., Jain, M., Seetharam, D., Choudhary, A., Huang, E. M., Dillahunt, T. R., & Mankoff, J. (2013) · International Conference on Human Factors in Computing Systems · doi:10.1145/2470654.2466261 · Cited by 33
“The interview coding and analysis was done in an iterative fashion following methods taken from informed grounded theory [41].”
MethodInformed grounded theory: A symbiosis of philosophy, methodology, and art.
Themelis, C., Sime, J., & Thornberg, R. (2022) · Scandinavian Journal of Educational Research · doi:10.1080/00313831.2022.2115135 · Cited by 39
“Informed GT rejects the view that the researchers ’ minds could be an ‘ empty sheet ’ ( tabula rasa ) while engaged in naive pure induction (Kennedy & Thornberg, 2018; Thornberg, 2012; Thornberg & Dunne, 2019).”
BackgroundMethodResultInfluentialSelf-citationStrindberg, J., Horton, P., & Thornberg, R. (2019) · Research Papers in Education · doi:10.1080/02671522.2019.1615114 · Cited by 32
“In the third phase, theoretical coding was used to explore underlying relationships in the focus group data (Glaser 1978, 1998; Thornberg 2012).”
BackgroundMethodSelf-citationThe Things We Play with Roles of Technology in Social Play
Scheepmaker, L., Frauenberger, C., & Spiel, K. (2018) · ACM SIGCHI Annual Symposium on Computer-Human Interaction in Play · doi:10.1145/3242671.3242695 · Cited by 32
“Compared to a classical GT approach, we use these pre-existing theories as sensitizing concepts that support us in identifying tacit associations and being critically reflective [58].”
MethodReflections on Design-Based Research - In Online Educational and Competence Development Projects
Ørngreen, R. (2015) · HWID · doi:10.1007/978-3-319-27048-7_2 · Cited by 32
“In for example informed grounded theory, the literature and the knowledge we had prior to commencing the study does not leave us, but the approach do take a deliberate starting point in the data, from here open and axial coding begins [31].”
Jin, J., & Ball, S. (2020) · British Journal of Educational Studies · doi:10.1080/00071005.2019.1644292 · Cited by 31
“Considering the particularities of the Chinese context, we use ‘Informed Grounded Theory’ approach (Thornberg, 2012) in the data analysis, with the data and the context always prioritised and ‘western’ class analysis tools only deployed reflexively, where necessary and appropriate, to establish…”
MethodLamb, C. (2019) · European Early Childhood Education Research Journal · doi:10.1080/1350293x.2020.1707368 · Cited by 55
“Literature was an important ‘sensitising concept’ at all stages of the research process (Thornberg 2012).”
BackgroundTourism stakeholder exclusion and conflict in a small island
Canavan, B. (2016) · Leisure Studies · doi:10.1080/02614367.2016.1141975 · Cited by 31
“As such a loosely constructivist approach to grounded theory allowing for a back-and-forth approach to data construction and emergence of concepts through data analysis, rather than a testing of preconceived hypothesis, was used to interpret data and build conclusions (as per Thornberg, 2012).”
MethodDolenc, K., Šorgo, A., & Virtič, M. P. (2021) · Education and Information Technologies · doi:10.1007/s10639-021-10558-4 · Cited by 50
“The reason was that in the tradition of Grounded Theory (Charmaz, 2014; Isabella, 1990; Suddaby, 2006; Thornberg, 2012; Twining et al., 2017) theories emerge from the data collected.”
BackgroundMethodInfluentialEthical dilemmas at work placements in teacher education
Lindqvist, H., Thornberg, R., & Colnerud, G. (2020) · Teaching Education · doi:10.1080/10476210.2020.1779210 · Cited by 30
“Instead, we adopted an informed grounded theory approach that involved theoretical agnosticism and theoretical pluralism, enabling us to be open and sensitive to data while at the same time reviewing and consulting literature (Thornberg, 2012).”
MethodSelf-citationMemo Writing Procedures in Grounded Theory Research Methodology
Mohajan, D., & Mohajan, H. (2022) · Studies in Social Science & Humanities · doi:10.56397/sssh.2022.11.02 · Cited by 29
“Robert Thornberg mentions that memo is the “documentation of the researcher’s thinking process and theorizing from data” (Thornberg, 2012).”
BackgroundKlaassens, M., & Meijering, L. (2015) · Journal of Aging Studies · doi:10.1016/j.jaging.2015.05.002 · Cited by 29
“We can thus say we adopted an informed grounded theory approach, which means that we 281 used literature on total institutions and home as a framework for the analysis, while also being open 282 to new themes that emerged (Bowen, 2006; Thornberg, 2012).”
MethodThemeli, C., & Bougia, A. (2016) · The International Review of Research in Open and Distributed Learning · doi:10.19173/irrodl.v17i6.2453 · Cited by 28
“The core category (Figure 1.1) of the selective coding process (Informed Grounded Theory) is identified by the researcher based on respondents’ perception as Tele-proximity, the need for human to human (embodied) interaction through tele-operations to promote learning objectives, improve communication, and bridge tran…”
MethodInfluentialSwedish pupils' suggested coping strategies if cyberbullied: differences related to age and gender.
Frisén, A., Berne, S., & Marin, L. (2014) · Scandinavian Journal of Psychology · doi:10.1111/sjop.12143 · Cited by 27
Gendering Discretion: Why Street-Level Bureaucracy Needs a Gendered Lens
Durose, C., & Lowndes, V. (2023) · Political Studies · doi:10.1177/00323217231178630 · Cited by 50
“We worked abductively to analyse the data adopting an ‘informed grounded theory approach’ (Thornberg, 2012).”
What makes a perinatal woman suicidal? A grounded theory study
Reid, H., Pratt, D., Edge, D., & Wittkowski, A. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-04015-w · Cited by 26
“, their own pre-existing ideas, experiences and knowledge of relevant literature) [30].”
BackgroundKormelinck, A. G., Bijman, J., Trienekens, J. H., & Klerkx, L. (2022) · Agriculture and Human Values · doi:10.1007/s10460-022-10316-3 · Cited by 50
“We followed an abductive approach through an iterative interplay between collecting and analysing data, developing the theoretical framework, and advancing findings and discussion (Thornberg 2012; Kennedy 2018).”
MethodBanjac, S., & Hanusch, F. (2020) · Journalism · doi:10.1177/1464884920956823 · Cited by 35
“Data was analyzed in MAXQDA using principles of ‘informed grounded theory’ (Thornberg, 2012: 243), with open and axial coding to arrive at major concepts, while engaging with existing literature.”
MethodNwankwo, C. F. (2024) · Geoforum · doi:10.1016/j.geoforum.2023.103937 · Cited by 29
Elsayed-Ali, S., Bonsignore, E., & Chan, J. (2023) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3579606 · Cited by 34
“We conducted our analysis using Thornberg’s informed grounded theory [80], which is rooted in Charmaz’s constructivist grounded theory [16] and the pragmatist idea of abduction.”
BackgroundMethodInfluentialParra, S. L., Wansink, B., Bakker, C., & van Liere, L. (2022) · Theory & Research in Social Education · doi:10.1080/00933104.2022.2145923 · Cited by 25
“We apply an “informed grounded theory” approach that emphasizes the creative process that emerges when analyzing empirical data while being informed by theory (Thornberg, 2012).”
Method“I think I'm better at it myself”: the Capability Approach and Being Independent in Later Life.
Meijering, L., van Hoven, B., & Yousefzadeh, S. (2019) · Research on Ageing and Social Policy · doi:10.17583/rasp.2019.3678 · Cited by 25
“In the process of data-analysis, an informed grounded theory approach was adopted (Thornberg, 2012).”
MethodA qualitative study of primary teachers’ classroom feedback rationales
Eriksson, E., Boistrup, L. B., & Thornberg, R. (2018) · Educational Research · doi:10.1080/00131881.2018.1451759 · Cited by 25
“In line with a constructivist grounded theory approach, we have used the literature as a possible source of inspiration, creative associations, critical reflections and multiple lenses (Thornberg 2012).”
MethodSelf-citationMeijering, L., Lettinga, A., Nanninga, C. S., & Milligan, C. (2017) · Journal of Rural Studies · doi:10.1016/j.jrurstud.2016.06.004 · Cited by 25
“Our approach to the data analysis was both 225 deductive and inductive, enhancing the depth of our analysis (see Thornberg, 2012).”
MethodKeane, E. (2014) · International Journal of Social Research Methodology · doi:10.1080/13645579.2014.923622 · Cited by 36
“Indeed, Thornberg (2012) argues for what he terms an ‘informed GT’ approach, in which the researcher ‘takes the advantage of pre-existing theories and research findings in the substantive field in a sensitive, creative, and flexible way’ emphasising that they are not used ‘as forcing applications or deductions’ (p.”
BackgroundTeacher teams: A safe place to work on creating and maintaining a positive school climate
Chiriac, E. H., Forsberg, C., & Thornberg, R. (2023) · Social Psychology of Education · doi:10.1007/s11218-023-09880-1 · Cited by 24
“…teachers’ perspectives on the link between their teacher team and their school climate work, as the concepts fitted with the focus group data, showed relevance, and earned their way into the analysis, in accordance with an informed and constructivist grounded theory approach (Thornberg, 2012).”
Self-citationUsing simulation-based learning to inform preservice teachers’ professional development
Flavian, H., & Levin, O. (2023) · Teaching Education · doi:10.1080/10476210.2023.2240716 · Cited by 25
“Therefore, we adopted an approach of theoretical agnosticism and theoretical pluralism, which allowed us to approach the data with sensitivity, while simultaneously reviewing and referring to the literature (Thornberg, 2012).”
MethodBanjac, S., & Hanusch, F. (2022) · Journalism · doi:10.1177/14648849221125702 · Cited by 24
“This approach is well-suited to engaging with ‘ informed grounded theory ’ (Thornberg, 2012) as employed within this study, where the research is guided by prior concepts but remains open to inductive discovery (Bryman, 2012).”
Lindqvist, H., Weurlander, M., Wernerson, A., & Thornberg, R. (2019) · European Journal of Teaching and Education · doi:10.1080/02619768.2019.1652904 · Cited by 24
“Theories were considered as possible lenses and analytical tools through the logic of abduction, theoretical agnosticism and theoretical pluralism (Charmaz 2014; Thornberg 2012; Thornberg and Charmaz 2012).”
BackgroundMethodSelf-citationDesigning for Learning and Play – The Smiley Model as a Framework
Weitze, C. L. (2016) · Interaction design & architecture(s)/ID&A Interaction design & architecture(s) · doi:10.55612/s-5002-029-003 · Cited by 17
“The framework is accompanied by six game elements that are used to set the learning design into play: game goals, action space or narrative, rules, choices, challenges, and feedback.”
Doing Democratic Theory Democratically
Asenbaum, H. (2022) · International Journal of Qualitative Methods · doi:10.1177/16094069221105072 · Cited by 45
“Democratic theorizing, in contrast, engages with literature more fluidly, abductively (Thornberg, 2012) or inductively.”
BackgroundInfluentialA Critical Review of Grounded Theory Research in Urban Planning and Design
Zamani, B., & Babaei, E. (2020) · Planning Practice and Research · doi:10.1080/02697459.2020.1830240 · Cited by 24
Walsh, M., Kittler, M. G., & Mahal, D. (2017) · European Journal of Operational Research · doi:10.1016/j.ejor.2017.05.052 · Cited by 27
“To find out if this was the case, an inductive Informed Grounded Theory study (Thornberg, 2012) was carried out with 14 indepth interviews with primary care staff.”
MethodBlijleven, W., & van Hulst, M. (2020) · Local Government Studies · doi:10.1080/03003930.2020.1857247 · Cited by 22
“We connected the themes to the broader theoretical categories (Thornberg 2012) derived from the literature – the four tensions identified in Table 1.”
MethodJohnston, O., Wildy, H., & Shand, J. (2023) · European Journal of Psychology of Education · doi:10.1007/s10212-023-00689-2 · Cited by 27
“Grounded theory researchers use literature review to open their mind to wider possibility and to develop “informed grounded theory” that is critically situated in existent knowledge while always grounded in the data (Thornberg, 2012).”
Teacher-researchers’ quality concerns for practice-oriented educational research
Groothuijsen, S. E. A., Bronkhorst, L. H., Prins, G. T., & Kuiper, W. (2019) · Research Papers in Education · doi:10.1080/02671522.2019.1633558 · Cited by 35
Meens, E. E. M., & Bakx, A. W. E. A. (2019) · European Journal of Teacher Education · doi:10.1080/02619768.2019.1652900 · Cited by 27
“Therefore, we used an informed grounded theory approach (Thornberg 2012), by making use of sensitising concepts.”
MethodCognitive strategies in sight-singing: The development of an inventory for aural skills pedagogy
Fournier, G., Sala, M. T. M., Dubé, F., & O'Neill, S. (2019) · Psychology of Music · doi:10.1177/0305735617745149 · Cited by 20
“To explore the cognitive strategies used in sight-singing and to generate a comprehensive inventory, we adopted a qualitative inductive research approach based on grounded theory (Thornberg, 2012).”
MethodWang, Y., & Christiansen, M. (2019) · International Journal of Computer-Assisted Language Learning and Teaching · doi:10.4018/ijcallt.2019100104 · Cited by 19
Managing bipolar moods without medication: A qualitative investigation
Cappleman, R., Smith, I., & Lobban, F. A. (2014) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.11.055 · Cited by 24
Thornberg, R. (2014) · Journal of Educational and Psychological Consultation · doi:10.1080/10474412.2013.846188 · Cited by 31
“, Morgan, 1998) as well as for the constructivist grounded theory (GT) methods (Charmaz, 2006) in combination with classic GT methods (Glaser, 1998; Glaser & Strauss, 1967) and informed GT methods (Thornberg, 2012b).”
BackgroundMethodInfluentialSelf-citationUnderstanding the Diversity of People in Sex Work: Views from Leaders in Sex Worker Organizations
Mellor, A., & Benoit, C. (2023) · The social science · doi:10.3390/socsci12030191 · Cited by 18
Customer disengagement in business-to-business markets: A framework for analysis
Vatavwala, S., Kumar, B., Sharma, A. K., Billore, A., & Sadh, A. (2022) · Industrial Marketing Management · doi:10.1016/j.indmarman.2022.05.018 · Cited by 21
Savigar-Shaw, L., Radburn, M., Stott, C., Kyprianides, A., & Tallent, D. (2021) · Policing & Society · doi:10.1080/10439463.2021.1960332 · Cited by 16
Metadata
- Authors
- Thornberg, R.
- Affiliations
- Linköping University (SE)
- Corresponding author
- Thornberg, Robert
- ORCID
- Thornberg, Robert
- Venue
- Scandinavian Journal of Educational Research
- Publisher
- Informa UK Limited
- Published
- 2012-06
- Volume
- 56
- Issue
- 3
- Pages
- 243-259
- ISSN
- 0031-3831 (ISSN-L)
- 1470-1170
- OpenAlex
- W2165289403
- Cited by
- 668
- References
- 84
- Citations by year
- 2026: 54 · 2025: 57 · 2024: 52 · 2023: 70 · 2022: 59 · 2021: 61 · 2020: 69 · 2019: 50 · 2018: 41 · 2017: 44 · 2016: 33 · 2015: 40 · 2014: 28 · 2013: 7 · 2012: 2
- FWCI
- 56.41
- Type
- journal article
- Language
- en
- Open access
- green
- urn.kb.se
- Licence
- other-oa
- Locations
- Scandinavian Journal of Educational Research (publishedVersion)
- KTH Publication Database DiVA (KTH Royal Institute of Technology) (submittedVersion, other-oa)
- Topics
- Social Sciences › Education › Qualitative Research Methods and Applications
- Social Sciences › Education › Educational Research and Methods
- Social Sciences › Sociology and Political Science › Sociology and Education Studies
- Keywords
- grounded theory, constructivist grounded theory, theoretical pluralism, theoretical sampling, reflexivity, educational research methodology
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