Abstract
Classic grounded theory (Classic GT) is commonly described as an emergent methodology in which analytic direction unfolds naturally through constant comparison. While this characterisation reflects the epistemological intent of Classic GT, it can obscure the analytic decision-making required of researchers in practice. In applied contexts, particularly doctoral studies and health services research, Classic GT researchers routinely encounter moments of ambiguity and constraint that necessitate explicit methodological decisions. Although the concept of forcing is well established within the Classic GT literature, limited guidance exists on how researchers actively recognise, negotiate, and justify analytic decisions in ways that preserve emergence during analysis. This methodological paper addresses that gap by articulating a decision-logic framework grounded in Classic GT principles. Drawing on sustained engagement with Classic GT across multiple substantive studies and methodological analyses, the paper identifies predictable high-risk decision points where the potential for forcing is heightened, including navigating competing theoretical leads, identifying the core category, delimiting sampling, and responding to reviewer and institutional expectations. It further differentiates analytic signals of emergence from signals of forcing as they occur during analysis, enabling researchers to diagnose and respond to methodological drift in real time. By making analytic decision-making explicit without proceduralising Classic GT, this paper contributes a missing layer to the grounded theory methodology literature and offers practical guidance for preserving theoretical emergence while maintaining analytic integrity.
Introduction
Classic grounded theory (Classic GT) is grounded in the principle of emergence, with analytic direction generated through constant comparison rather than methodological pre-specification. Canonical accounts emphasise the discovery of theory from data and caution against forcing through prior conceptual frameworks or procedural templates (Glaser, 1978, 1998). While these foundations clearly articulate what Classic GT seeks to avoid, subsequent methodological discussions have also addressed how researchers navigate analytic uncertainty as theory develops in practice. The present paper builds on these discussions by making the analytic decision logic underpinning these judgements more explicit.
In applied research contexts, particularly doctoral studies and health services research, Classic GT researchers routinely encounter moments that require explicit methodological decisions. These include navigating competing theoretical leads, discriminating among multiple plausible core categories, determining when and how to delimit sampling, and responding to external pressures from ethics committees, supervisors, and peer reviewers. Although the concept of forcing is well established within Classic GT, the analytic reasoning through which researchers recognise, negotiate, and justify methodological decisions during analysis is often implicit within methodological discussions. This paper therefore seeks to make this decision logic more visible.
Concerns about forcing and the erosion of emergence are not new within the Classic GT literature. Seminal and subsequent methodological discussions published in The Grounded Theory Review (GTR) have repeatedly cautioned against preconception, proceduralisation, and analytic remodelling that compromises theoretical sensitivity (Glaser, 1978, 1998, 2002). These works establish forcing as a central methodological threat and provide conceptual guardrails for Classic GT practice. However, these works do not typically explicate the decision logic through which researchers actively prevent forcing in vivo, particularly when analytic direction is ambiguous or externally constrained.
This paper argues that decision-making is not antithetical to emergence in Classic GT. Rather, methodologically informed decision-making is essential to protecting emergence. By articulating a decision-logic framework grounded in Classic GT principles, this paper aims to make visible the analytic reasoning that enables researchers to preserve theoretical emergence without drifting into proceduralism or forcing.
Decision-Making and Emergence in Classic Grounded Theory
Classic grounded theory has never been a method devoid of analytic judgement. Decisions regarding theoretical sampling, selective coding, identification of the core category, and theoretical integration are inherent to the method (Glaser, 1978). What distinguishes Classic GT is not the absence of decisions, but the basis on which those decisions are made. Decisions are theoretically driven, guided by constant comparison and conceptual relevance rather than methodological prescription.
Classic GT also relies on the researcher’s theoretical sensitivity, which enables recognition of conceptual patterns and analytic relationships as they emerge from the data (Glaser, 1978). Theoretical sensitivity reflects the researcher’s capacity to notice theoretically significant variation, to make conceptual distinctions, and to integrate categories through ongoing comparison. While Classic GT discourages the early imposition of extant theory, prior knowledge contributes to the researcher’s theoretical sensitivity and may shape how emerging conceptual relationships are recognised during analysis. The analytic process therefore involves interpretive judgement as researchers consider possible conceptual explanations for observed patterns and examine these through continued constant comparison and memoing. Within Classic GT, however, such reasoning remains grounded in empirical comparison rather than the application or testing of preconceived theoretical frameworks. Engagement with extant literature therefore occurs with careful pacing, typically after core conceptual patterns begin to stabilise, allowing the literature to support theoretical integration rather than analytic direction.
Despite this, methodological decision-making is often rendered invisible in published Classic GT studies. This invisibility may contribute to forcing, as novice researchers are left without guidance on how to act when emergence is ambiguous or contested. Making decision logic explicit does not undermine Classic GT; instead, it supports analytic discipline and transparency.
Several GTR contributions implicitly locate decision-making within analytic practices such as memoing, theoretical sampling, and theoretical coding, e.g., (Glaser, 1978; Hernandez, 2009; Holton, 2008). Yet decision-making itself is rarely foregrounded as a methodological phenomenon. As a result, the analytic judgement required to preserve emergence often remains tacit, learned informally through experience or supervision rather than articulated in the literature. This paper responds to that gap by making decision logic explicit without converting Classic GT into a staged or prescriptive method.
High-Risk Decision Points in Classic Grounded Theory
Certain analytic moments in Classic GT are particularly vulnerable to forcing. These high-risk decision points are not methodological failures, but predictable tensions within an emergent analytic process.
Competing Theoretical Leads
Early and mid-stage Classic GT analysis frequently generates multiple strong conceptual directions. In the classic grounded theory study Acknowledging, early open coding revealed several recurrent behavioural patterns, including managing visibility, maintaining professional legitimacy, and navigating interpersonal risk (Connor et al., 2025). Each pattern appeared theoretically promising and could plausibly have been advanced as a central explanatory category.
At this stage, the analytic decision was not which category was most interesting or intuitively appealing, but which offered the greatest explanatory power across varied contexts. Rather than privileging a single direction, multiple theoretical leads were deliberately retained and subjected to sustained constant comparison. Analytic memos were used to explore how each candidate category behaved across incidents and settings.
The decision to delay selective coding was a conscious one, aimed at avoiding premature theoretical closure. Continued comparison demonstrated that while issues of visibility and legitimacy were significant, they were subsumed within a more fundamental behavioural process that explained how participants responded to a shared underlying concern. This process ultimately integrated the competing leads rather than eliminating them.
This risk has been noted indirectly in GTR discussions of forcing and conceptual blockage. Glaser’s (2002) critique of “blocking conceptualisation” highlights how failure to pursue analytic resolution can stall theory development, while his broader warnings against premature closure underscore the importance of allowing categories to compete analytically. However, these discussions often address such analytic tensions indirectly rather than framing competing theoretical leads as a predictable decision point requiring explicit analytic navigation.The present analysis extends this work by articulating how such competition is resolved through comparative strength rather than preference or procedural expectation.
Identifying the Core Category as a Provisional Analytic Act
Identification of the core category is widely recognised as challenging in Classic GT. The core category functions as the central organising concept of the emerging theory, accounting for the main pattern of behaviour through which participants resolve their primary concern (Glaser, 1978). Classic GT literature identifies several characteristics that signal a potential core category, including centrality to the data, frequent recurrence across incidents, strong explanatory power, and the capacity to integrate related categories into a coherent conceptual pattern (Glaser, 1978; Holton & Walsh, 2017). Importantly, while many core categories represent social or behavioural processes, Glaser (1978, p. 97) notes that a core category is not required to take the form of a process. Rather, its defining feature is its ability to account for substantial variation in the data while organising the emerging theory conceptually.
In practice, researchers may encounter multiple categories that appear to meet these criteria for core status (Glaser, 1978; Holton & Walsh, 2017). Treating core category identification as a definitive analytic milestone risks forcing when decisions are made prematurely. Across several classic grounded theory studies and methodological analyses conducted by the author (Connor et al., 2024, 2025; Flenady et al., 2016), core category identification emerged as an iterative and revisable analytic process rather than a discrete milestone. In Acknowledging, more than one category initially appeared central. Rather than committing to a single core category, analytic memos explicitly compared candidate categories against ongoing data, asking which most consistently accounted for variation in behaviour.
Theoretical sampling decisions were informed by this uncertainty, with subsequent data collection and comparison directed toward situations likely to differentiate competing explanations. Over time, one category demonstrated greater integrative power, consistently subsuming the explanatory function of others. Alternative categories were not discarded but repositioned as theoretically significant sub-processes.
The centrality of the core category has been repeatedly emphasised in Classic GT methodology (Glaser, 1978; Glaser & Holton, 2005). GTR publications reinforce its integrative function and warn against analyses that proceed without a clear core. However, less attention has been paid to the decision process by which a core category is recognised, tested, and provisionally adopted. By framing core category identification as an iterative analytic act rather than a definitive milestone, this paper complements existing guidance while making visible the judgement work that underpins it.
Delimiting Sampling Without Conflating Saturation and Closure
Decisions about when to stop sampling are among the most consequential in Classic GT. In doctoral and health services research, sampling is often constrained by timeframes, ethics approvals, and access limitations. These constraints can encourage researchers to conflate practical closure with theoretical saturation.
In time-bound Classic GT doctoral studies reported by Flenady and colleagues (Flenady et al., 2025), recruitment opportunities became limited before all theoretical questions appeared fully resolved. Rather than extending recruitment indiscriminately or claiming saturation prematurely, analytic decision-making focused on whether additional data were contributing new conceptual properties.
Memo analysis revealed diminishing returns at the conceptual level: incidents continued to confirm existing categories but did not extend their theoretical range. This supported a decision to cease participant recruitment and redirect analytic effort toward theoretical integration. Supplementary data sources, including analytic memos and incident comparisons, were used to further test category relationships without reopening recruitment.
Theoretical sampling has received substantial attention in GTR, particularly in clarifying misunderstandings about its purpose and execution, e.g., (Breckenridge & Jones, 2009). These contributions are foundational in reinforcing that theoretical sampling is driven by conceptual need rather than representativeness. Building on this work, the present analysis extends the discussion by explicitly addressing decision-making under constraint, articulating how Classic GT researchers can preserve the intent of theoretical sampling even when ideal iterative recruitment is not possible.
Responding to Reviewer and Institutional Expectations Without Forcing
External expectations can subtly encourage forcing, particularly during peer review. Reviewers may request extensive descriptive quotations, early engagement with substantive literature, or clearer procedural sequencing, requests that if uncritically adopted, risk shifting Classic GT analyses toward thematic or constructivist approaches.
During peer review of classic grounded theory manuscripts authored by the researcher (Connor et al., 2025; Flenady et al., 2016), pressure was encountered to increase descriptive detail and foreground participant quotation. In responding, methodological decisions were made to retain quotations only where they demonstrated variation in behaviour and to position engagement with the literature after theoretical development, rather than allowing it to function as an analytic driver. These decisions were explicitly justified by reference to core Classic GT principles distinguishing conceptual abstraction from descriptive reporting.
A related challenge arises when external expectations encourage methodological remodelling. Journals, reviewers, and institutional processes often assume qualitative research follows structured procedural templates, including predefined coding stages, extensive descriptive quotation, or early integration of existing literature. When Classic GT researchers attempt to conform uncritically to these expectations, there is a risk that conceptualisation becomes displaced by descriptive reporting or procedural justification. Maintaining methodological integrity therefore sometimes requires researchers to explain and defend Classic GT principles during peer review. Rather than adapting the analysis to meet procedural expectations, the task becomes demonstrating how conceptual abstraction, theoretical sampling, and delayed literature engagement support the development of an emergent theory.
Warnings about methodological drift and remodelling in response to external pressures are well established in the Classic GT literature (Glaser, 2002). What has been less visible is how researchers actively negotiate these pressures through analytic decisions that preserve conceptualisation. The examples presented here make this negotiation explicit, offering a defensible basis for methodological justification during peer review.
Signals of Emergence Versus Forcing
Across these examples, analytic decisions were guided by experiential signals rather than procedural markers. Signals of emergence included increasing conceptual parsimony, integration of categories, and memos that demonstrated explanatory coherence. In contrast, signals of forcing included proliferation of loosely connected categories, over-reliance on quotation to justify concepts, and analytic stagnation despite continued data collection.
Distinctions between emergence and forcing are well articulated conceptually in Classic GT methodology (Glaser, 1978, 2002). Criteria for assessing Classic GT quality such as fit, work, relevance, and modifiability, provide retrospective indicators of analytic success (Glaser & Holton, 2005). This paper advances these ideas by translating them into analytic signals detectable during analysis, enabling researchers to diagnose forcing as it occurs rather than retrospectively. Recognising these signals requires theoretical sensitivity and analytic judgement rather than methodological rule-following. Decision-making in Classic GT therefore depends on the researcher’s capacity to interpret and respond to these signals in ways that preserve emergence.
A Decision-Logic Framework for Classic Grounded Theory
Rather than offering a checklist or stepwise guide, this paper advances a decision-logic framework grounded in three recurring analytic questions: 1. What analytic problem requires resolution at this point? 2. What comparative evidence supports this direction over alternatives? 3. Does this decision enhance or constrain theoretical emergence?
This logic preserves the flexibility and creativity of Classic GT while providing a defensible basis for analytic action. Importantly, decision logic in Classic GT is not a substitute for emergence; it is the analytic discipline through which emergence is protected.
Conclusion
The Grounded Theory Review has made an enduring contribution to the articulation and dissemination of classic grounded theory methodology. Across its archive, key methodological elements, forcing, theoretical sampling, memoing, theoretical coding, core category identification, and criteria for rigor, have been examined in depth, often as focused, stand-alone discussions. This paper does not seek to restate or replace those contributions. Instead, it offers a decision-logic synthesis that integrates these elements by identifying predictable high-risk decision points across a Classic GT study, articulating analytic signals that differentiate emergence from forcing, and demonstrating how methodological judgement operates in practice. By making decision logic explicit without proceduralising Classic GT, this work extends existing methodological guidance and responds to contemporary research contexts in which analytic decisions must be actively negotiated rather than assumed to unfold naturally.
Classic grounded theory does not eliminate methodological decision-making; it demands a particular form of it. By making decision logic explicit through worked examples, this paper demonstrates how Classic GT researchers actively preserve emergence while navigating analytic uncertainty and external constraint. Articulating decision-making processes strengthens methodological integrity, supports analytic confidence, and contributes a missing layer to the Classic GT methodology literature.
Footnotes
Funding
The authors received no financial support for the research, authorship, and/or publication of this article.
Declaration of conflicting interests
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.