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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“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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“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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“In accordance with an abductive research strategy (Thornberg, 2012; Timmermans and Tavory, 2012), the analytical questions guiding the study derive from the theoretical discussions on war heroes, nationalism and gender presented above.”
MethodLee, H. J., Kim, D.-H., & Kang, Y. J. (2024) · BMC Medical Education · doi:10.1186/s12909-024-05778-4 · Cited by 16
“Unlike the classical GT by Glaser, which emphasizes emergent theory without pre-existing frameworks, the Straussian GT permits a more structured approach and integrates existing theoretical concepts into the analysis [16].”
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“Through abduction, researchers utilize a discerning procedure to explore how the data support prevailing theories or hypotheses in addition to the extent to which the data require some alterations in available theories (Thornberg, 2012).”
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“different essential aspects of grounded theory: Thornberg (2012) and Timonen, Foley, and Conlon (2018).”
BackgroundInfluentialGrounded theory: A method for practitioner research by educational psychologists
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“The roadmap was developed based on the recommendations of the scientific literature on qualitative research and bullying (Minayo, 2014; Thornberg, 2011) and synthesized the study’s indicators, namely: (1) types of family interaction, the way they are configured and the feelings associated to; (2) what they consider bu…”
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“In taking seriously an informed grounded theory approach (Thornberg, 2012), I treated theories and concepts as modifiable, heuristic tools, rather than “truths” in terms of their fit and relevance.”
BackgroundHorton, P., Forsberg, C., & Thornberg, R. (2022) · Scandinavian Journal of Educational Research · doi:10.1080/00313831.2022.2116486 · Cited by 20
“The data were analysed with the help of constructivist grounded theory, whereby we approached our fi ndings as co-constructed and theory laden but sought to remain as open-minded as possible (Charmaz, 2014; Charmaz et al., 2017; Thornberg, 2012).”
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BackgroundHow―and Why―Middle School Intensive Reading Teachers Make Adaptations to a Scripted Curriculum
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“This approach is characterized by combining the principles of grounded theory and analysis informed by previous literature and theory [35].”
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“Within grounded theory the question of the engagement with the literature is a matter of considerable controversy (McGhee et al ., 2007; Dunne, 2011; Thornberg, 2012).”
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“Our research was guided by an ‘ informed grounded theory ’ approach as described by Thornberg (2012).”
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“Bronfenbrenner’s (1977, 1979, 1986) ecological framework was utilised as an overall theoretical framework and served as a sounding board upon which to test working hypotheses and ideas raised during the research (Agar, 2006; Thornberg, 2012).”
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Shades of digital deception: Self-presentation among men seeking men on locative dating apps
Filice, E., Johnson, C. W., Parry, D. C., & Oakes, H. (2022) · Convergence · doi:10.1177/13548565221102714 · Cited by 11
“To ensure ‘groundedness’ in participants’ views and experiences, we undertook frequent memo-writing and comparison between data, emerging codes and theoretical concepts, only applying theoretical codes that properly ‘earned’ their way into the analysis (Thornberg, 2012).”
BackgroundStudent perspectives on good university teachers: communication, clarity, commitment, care
Parmenter, L., & Robertson, N. (2022) · European Journal of Engineering Education · doi:10.1080/03043797.2022.2073435 · Cited by 13
“Simultaneously with this process, relevant literature on good teaching was also reviewed to position this study in the broader field, in the ‘informed grounded theory’ manner described by Thornberg (2012).”
MethodMulti-grounded action research
Goldkuhl, G., Cronholm, S., & Lind, M. (2020) · Information Systems and e-Business Management · doi:10.1007/s10257-020-00469-1 · Cited by 16
“Even if the strength of this data-driven approach is acknowledged, there are criticisms that the role of extant theory is down-played in grounded theory development (e.g. Thornberg 2012).”
BackgroundExperiences and perceptions of discrimination related to bullying among Brazilian students
Abadio, D. O. W., Silva, J. L. A. D., Alves, Q. R., & Iossi, S. M. A. (2016) · doi:10.3280/mal2016-001003 · Cited by 11
Fitzgerald, N., Ryan, P., & Fitzgerald, A. (2015) · Journal of Policy and Practice in Intellectual Disabilities · doi:10.1111/jppi.12126 · Cited by 11
Learning dilemmas in undergraduate student independent essays
Wendt, M., & Åse, C. (2015) · doi:10.1080/03075079.2013.842967 · Cited by 11
How Do Day-Care Personnel Describe Children with Challenging Behaviour?
Pihlaja, P., Sarlin, T., & Ristkari, T. (2015) · Education Inquiry · doi:10.3402/edui.v6.26003 · Cited by 11
“Thornberg (2012) criticises rigid inductive inquiry with delaying literature review.”
BackgroundSelf-Presentation and Black Male College Athletes at Historically White Institutions
Howe, J. E. (2023) · Sociology of Sport Journal · doi:10.1123/ssj.2022-0108 · Cited by 11
Limiting Misleading ideas about the History of Grounded Theory Methodology
Niasse, N. (2023) · International Journal of Qualitative Methods · doi:10.1177/16094069221149486 · Cited by 10
“It was launched during the 1960s by two American Sociologists Barney Glaser and Anselm Strauss who had different intellectual backgrounds and was developed through the combination of a set of principles based upon an inductive approach (Thornberg, 2012).”
BackgroundMethodInfluentialLiao, T.-S., & Lu, H.-P. (2025) · Sustainability · doi:10.3390/su17177841 · Cited by 10
Damhuis, K., & Rashkova, E. (2024) · Frontiers in Political Science · doi:10.3389/fpos.2024.1390228 · Cited by 10
Best management practices for integrating refugee employees
Adamovic, M., & Cooney‐O'Donoghue, D. (2024) · Human Resource Management Journal · doi:10.1111/1748-8583.12553 · Cited by 10
Paid Parental Leave in Correlation with Changing Gender Role Attitudes
Mauerer, G. (2023) · The social science · doi:10.3390/socsci12090490 · Cited by 10
Salari, T., & Murphy, W. H. (2022) · Tourism and Hospitality Research · doi:10.1177/14673584221095176 · Cited by 10
“…we used our theoretical understandings of crisis management and stakeholder theory to guide our thought processes and data interpretations (c.f., Thornberg, 2012), future researchers may want to use our insights to adapt extant hospitality crisismanagementmodels and then engage in informed…”
BackgroundMethodInfluentialLindqvist, H., Thornberg, R., Weurlander, M., & Wernerson, A. (2021) · Teachers and Teaching: theory and practice · doi:10.1080/13540602.2021.1889496 · Cited by 10
“In line with informed grounded theory, theoretical agnosticism and theoretical pluralism were guiding principles (Thornberg, 2012).”
BackgroundSelf-citationDunne, C., & Ustundag, B. G. (2020) · Forum qualitative Sozialforschung · doi:10.17169/fqs-21.1.3338 · Cited by 10
Johansen, J., Noll, J., & Johansen, C. (2018) · African Journal of Science Technology Innovation and Development · doi:10.1080/20421338.2021.1884326 · Cited by 10
“Methodology We follow an Informed Grounded Theory methodology (Thornberg 2012) in the constructivist style (Charmaz 2014) to investigate the various existing applications for education that are enabled by the Internet and networked communication in general.”
MethodInfluentialEffects of Contextual Factors on ESD in Teacher Education
Atmaca, Ç. (2017) · Discourse and Communication for Sustainable Education · doi:10.1515/dcse-2017-0017 · Cited by 10
“However, the researcher relied on Informed Grounded Theory proposed by Thornberg (2012), who criticised delaying review of literature and went for analysis after getting the related literature in order not to miss any important point or end up with unnecessary items at the end of analysis…”
MethodEstablishing an evidence base for adapting social housing for an ageing population
Boyle, F., & Thomson, C. (2016) · Journal of Financial Management of Property and Construction · doi:10.1108/jfmpc-06-2015-0021 · Cited by 10
“Constructivist GT permits the interrelationship and coconstruction of meaning between the researchers (reflecting their position), the participants and the literature (in this case the need to engage the policy agenda) in a pragmatic data sensitive way (Thornberg, 2012; Hayes and Oppenheim, 1997).”
BackgroundThere are many communities here: Teaching in complex rural geographies
Corbett, M., & d’Entremont, D. A. (2024) · Teaching and Teacher Education · doi:10.1016/j.tate.2024.104544 · Cited by 12
Social Constructivist Meta-Ethnography - – A Framework Construction
Soundy, A. (2024) · International Journal of Qualitative Methods · doi:10.1177/16094069241244863 · Cited by 9
“…and 14 articles considering social constructivist grounded theory (Charmaz, 2006, 2012, 2017, 2021; Charmaz & Belgrave, 2019; Buckley & Waring, 2013; Charmaz & Thornberg, 2020; Fassinger, 2005; Hutchison et al., 2011; Johansson, 2019; Thornberg, 2012; Tie et al., 2019; Urcia, 2021; Weed, 2017).”
Serie, C. M. B., de Ruiter, C., Pleysier, S., & Put, J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1153093 · Cited by 9
“, inductive) approach as described by informed grounded theory and thematic analyses (Glaser and Strauss, 1967; Thornberg, 2012; Creswell and Poth, 2016; Mortelmans, 2020).”
MethodKiremitçi, O., Boz, B., & Çakır, L. Y. (2023) · Work · doi:10.3233/wor-220102 · Cited by 11
““Informed grounded theory” [54, 55] was used in all steps of constant comparative analysis similar to Zhang’s [33] study by comparing obtained categories and themes with the existing theoretical framework constantly.”
Mars, M. (2023) · Local Development & Society · doi:10.1080/26883597.2023.2175713 · Cited by 9
“Last, I established my positionality on the phenomena of localized entrepreneurship and neolocalism at the onset of the study and thereafter engaged in constant reflexivity to minimize the influence of my own prior knowledge, assumptions, and perspectives on the analytical process (Thornberg, 2012).”
Backgroundvan de Beek, M. H., Landman, E., Veling, W., Schoevers, R., & van der Krieke, L. (2022) · Transcultural Psychiatry · doi:10.1177/13634615221105118 · Cited by 9
“We used an ‘informed grounded theory’ approach, as described by Thornberg (2012).”
MethodBriones, S., & Meijering, L. (2021) · Gerontology and Geriatric Medicine · doi:10.1177/2333721421993754 · Cited by 9
“Following the principles of informed grounded theory (Thornberg, 2012), we developed deductive categories around the conversion factors that influence the use of and access to ET.”
MethodPrincipals navigating discipline decisions for social justice: An informed grounded theory study
Gullo, G., & Beachum, F. D. (2020) · Heliyon · doi:10.1016/j.heliyon.2020.e05736 · Cited by 9
Recchia, H. E., Wainryb, C., & Posada, R. (2020) · Journal of Research on Adolescence · doi:10.1111/jora.12573 · Cited by 9
Understanding grassroots sports gamification in the wild
Knaving, K., Woźniak, P. W., Niess, J., Poguntke, R., Fjeld, M., & Björk, S. L. (2018) · Nordic Conference on Human-Computer Interaction · doi:10.1145/3240167.3240220 · Cited by 12
“Consequently, the analysis presented in the paper can be considered constructivist [31].”
Smith, A. L., Carter, S. M., Dunlop, S. M., Freeman, B., & Chapman, S. (2017) · BMC Public Health · doi:10.1186/s12889-017-4326-4 · Cited by 7
Students’ Perspectives on Bullying
Forsberg, C. (2016) · Linköping studies in behavioural science · doi:10.3384/diss.diva-123925 · Cited by 9
“This means that I sometimes elaborated on a specific category, and sometimes, as in the example above from my first paper, I elaborated on a specific theoretical concept from the literature (Thornberg, 2012; Wuest, 2000).”
BackgroundMethodInfluential“I miss those chance encounters”: Innovative work behavior in hybrid and remote work
Kantola, J., Pajuoja, M., & Vanharanta, O. (2025) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2025.100823 · Cited by 8
Duifhuis, P., van Dijk, G., & Savelsbergh, E. (2025) · International Journal of Science Education · doi:10.1080/09500693.2025.2546459 · Cited by 8
Hasan, M., & Bondy, K. (2024) · Journal of management inquiry · doi:10.1177/10564926241242045 · Cited by 8
“This approach requires researchers to constantly traverse between data and theories, making comparisons and interpretations in the search for patterns and the best possible explanations (Thornberg, 2012).”
Doyle, A., Seery, N., Gumaelius, L., Canty, D., & Hartell, E. (2023) · International Journal of Technology and Design Education · doi:10.1007/s10798-023-09859-1 · Cited by 8
“This constant reflexivity between findings and the literature involved using the literature as ‘lenses’ based on their capacity to provide explanations of the data, and to focus our attention on certain phenomena, aspects and nuances, very much in line with the logic of abduction (Thornberg, 2012).”
Modeling Conceptual Knowledge of Computing Impacts for K-12
Rücker, M. T. (2023) · Workshop in Primary and Secondary Computing Education · doi:10.1145/3605468.3605469 · Cited by 8
Chiriac, E. H., Forsberg, C., & Thornberg, R. (2023) · Cogent Education · doi:10.1080/2331186x.2023.2245171 · Cited by 29
“In the grounded theory tradition, the term “emergent fit” is sometimes used when broad concepts from the literature fit with the data and earned their way into the analysis (Thornberg, 2012).”
BackgroundMethodSelf-citationFarmer, K. E., & Stringer, P. (2023) · British Journal of Learning Disabilities · doi:10.1111/bld.12525 · Cited by 8
“The current study uses Charmaz (2014) and Thornberg's (2012) versions of GT which emphasise researcher reflexivity.”
Lindqvist, H., Weurlander, M., Wernerson, A., & Thornberg, R. (2022) · Journal of Education and Teaching · doi:10.1080/02607476.2022.2152982 · Cited by 8
“We used principles of theoretical agnosticism and plural-ism as guiding principles in the analysis in line with informed grounded theory (Thornberg 2012).”
MethodSelf-citationBopp, J. (2020) · Sustainability · doi:10.3390/su12051952 · Cited by 8
“The study in Chennai was started without a prior literature review and aims at eventual theorization according to grounded theory approaches [36,37] (see Table 1).”
BackgroundGrounded Theology? A Call for a Community of Practice
Stevens, B. A. (2017) · Practical Theology · doi:10.1080/1756073x.2017.1308455 · Cited by 15
“Thornberg (2012) has further modified this in his informed grounded theory.”
BackgroundInfluentialMoons, J. (2016) · International Journal of Evidence Based Coaching and Mentoring · doi:10.1177/174183051601410s05 · Cited by 8
UrJar: A Lighting Solution using Discarded Laptop Batteries
Chandan, V., Jain, M., Khadilkar, H., Charbiwala, Z., Jain, A., Ghai, S., Kunnath, R., & Seetharam, D. (2014) · ACM DEV · doi:10.1145/2674377.2674391 · Cited by 8
“The interview coding and analysis was done in an iterative fashion following methods taken from informed grounded theory [34].”
MethodMurray, J. (2013) · Early Child Development and Care · doi:10.1080/03004430.2013.792255 · Cited by 8
“The methodology was driven primarily by constructivist grounded theory (CGT) (Charmaz, 2006), a subset of Glaser and Strauss’s (1967) grounded theory (GT) model that synergises extant theoretical frameworks with new empirical data (Strauss & Corbin, 1990; Thornberg, 2012).”
Method
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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